{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "77b9c4dc-4975-4e4f-b611-3a6d49378a53", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/capstor/scratch/cscs/mkariuki\n" ] } ], "source": [ "%cd /capstor/scratch/cscs/mkariuki" ] }, { "cell_type": "code", "execution_count": 2, "id": "1ae27861-481a-4ce0-92b7-36b43d1ef103", "metadata": {}, "outputs": [], "source": [ "# importing the libraries\n", "from datasets import load_dataset\n", "import matplotlib.pyplot as plt\n", "from datasets import load_from_disk\n", "import numpy as np\n", "import torch\n", "from transformers import WhisperTokenizer\n", "from transformers import WhisperFeatureExtractor\n", "from transformers import WhisperForConditionalGeneration\n", "import os\n", "import shutil\n", "from IPython.display import Audio\n", "from datasets import Audio\n", "from huggingface_hub import list_repo_files\n", "from datasets import Audio\n", "from transformers import WhisperProcessor\n", "from transformers.models.whisper.english_normalizer import BasicTextNormalizer\n", "from dataclasses import dataclass\n", "from typing import Any, Dict, List, Union\n", "import evaluate\n", "from transformers import Seq2SeqTrainingArguments\n", "from transformers import TrainerCallback\n", "from transformers.trainer_pt_utils import IterableDatasetShard\n", "from torch.utils.data import IterableDataset\n", "from transformers import Seq2SeqTrainer" ] }, { "cell_type": "code", "execution_count": 3, "id": "354328b0-db56-4ed0-b82f-e6783721e489", "metadata": {}, "outputs": [], "source": [ "import os\n", "os.environ[\"NCCL_P2P_DISABLE\"] = \"1\"\n", "os.environ[\"NCCL_IB_DISABLE\"] = \"1\"" ] }, { "cell_type": "code", "execution_count": null, "id": "b7416269-d6bd-4277-acb2-bb0a0c3f6d23", "metadata": {}, "outputs": [], "source": [ "# downloading a subset of the train dataset\n", "train_files = [f\"train/scripted/audios/train_scripted_{str(i).zfill(3)}.parquet\" for i in range(15, 30)]\n", "full_train = load_dataset(\"Anv-ke/kikuyu\", data_files=train_files, split=\"train\")" ] }, { "cell_type": "code", "execution_count": 7, "id": "876e9e1e-c953-4e86-a765-72233db3ea42", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "28465" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(full_train)" ] }, { "cell_type": "code", "execution_count": 10, "id": "19887962-5407-4f30-8bb1-1b09ee762505", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "f3f8d55f2ed94b78b8941518a484f3e6", "version_major": 2, "version_minor": 0 }, "text/plain": [ "dev/scripted/audios/dev_scripted_002.par(…): 0%| | 0.00/757M [00:00: Format not recognised.\n", "Index 16317: Failed to load. Error: Error opening <_io.BytesIO object at 0x40022bec4c20>: Format not recognised.\n", "Index 18151: Failed to load. Error: Error opening <_io.BytesIO object at 0x40022bec48b0>: Format not recognised.\n", "Index 18156: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e03dd0>: Format not recognised.\n", "Index 18163: Failed to load. Error: Error opening <_io.BytesIO object at 0x40022bec4c20>: Format not recognised.\n", "⚠️ Found 5 issues in Train.\n", "\n", "--- Checking Validation split ---\n", "Index 136: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 146: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3df80>: Format not recognised.\n", "Index 162: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f9c0>: Format not recognised.\n", "Index 184: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 205: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3df80>: Format not recognised.\n", "Index 213: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f9c0>: Format not recognised.\n", "Index 246: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 268: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3df80>: Format not recognised.\n", "Index 281: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f9c0>: Format not recognised.\n", "Index 290: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 321: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f9c0>: Format not recognised.\n", "Index 334: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 337: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 341: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 347: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 624: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 639: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f420>: Format not recognised.\n", "Index 644: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f420>: Format not recognised.\n", "Index 655: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f420>: Format not recognised.\n", "Index 658: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f420>: Format not recognised.\n", "Index 669: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f420>: Format not recognised.\n", "Index 676: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f9c0>: Format not recognised.\n", "Index 678: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f9c0>: Format not recognised.\n", "Index 681: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f9c0>: Format not recognised.\n", "Index 1348: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f9c0>: Format not recognised.\n", "Index 1378: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 1461: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 1470: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 1491: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 1515: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 1521: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 1538: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 1549: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 1550: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 1573: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "⚠️ Found 35 issues in Validation.\n", "\n", "--- Checking Test split ---\n", "Index 728: Failed to load. Error: Error opening <_io.BytesIO object at 0x40022bda26b0>: Format not recognised.\n", "Index 774: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 793: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 914: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 915: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 947: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3f920>: Format not recognised.\n", "Index 1018: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e19f80>: Format not recognised.\n", "Index 1064: Failed to load. Error: Error opening <_io.BytesIO object at 0x4002a7e3e980>: Format not recognised.\n", "⚠️ Found 8 issues in Test.\n" ] } ], "source": [ "# Run the check on your saved folders\n", "bad_train = check_corrupted_files(\"Train\", \"./kikuyu_dataset/train\")\n", "bad_val = check_corrupted_files(\"Validation\", \"./kikuyu_dataset/validation\")\n", "bad_test = check_corrupted_files(\"Test\", \"./kikuyu_dataset/test\")" ] }, { "cell_type": "code", "execution_count": 26, "id": "43a52dbe-d695-4e41-85a5-ff2ec4520cbc", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "--- Investigating Row 9107 ---\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "43ff3b801a4f486386707d9dd363c1c1", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Loading dataset from disk: 0%| | 0/23 [00:00 Dict[str, torch.Tensor]:\n", " # spliting inputs and labels since they have to be of different lengths and need different padding methods\n", " input_features = [{\"input_features\": feature[\"input_features\"]} for feature in features]\n", " batch = self.processor.feature_extractor.pad(input_features, return_tensors=\"pt\")\n", "\n", " # geting the tokenized label sequences\n", " label_features = [{\"input_ids\": feature[\"labels\"]} for feature in features]\n", " # pad the labels to max length\n", " labels_batch = self.processor.tokenizer.pad(label_features, return_tensors=\"pt\")\n", "\n", " # replacing padding with -100 to ignore loss correctly\n", " labels = labels_batch[\"input_ids\"].masked_fill(labels_batch.attention_mask.ne(1), -100)\n", "\n", " # if bos token is appended in previous tokenization step,\n", " # cut bos token here as it's append later anyways\n", " if (labels[:, 0] == self.processor.tokenizer.bos_token_id).all().cpu().item():\n", " labels = labels[:, 1:]\n", "\n", " batch[\"labels\"] = labels\n", "\n", " return batch" ] }, { "cell_type": "code", "execution_count": 18, "id": "c81326df-8e17-45e0-a45a-53d69acf0978", "metadata": {}, "outputs": [], "source": [ "data_collator = DataCollatorSpeechSeq2SeqWithPadding(processor=processor)" ] }, { "cell_type": "code", "execution_count": 19, "id": "3fc14a71-effa-420f-a02a-c841317a8c26", "metadata": {}, "outputs": [], "source": [ "#evaluation metrics\n", "metric_wer = evaluate.load(\"wer\")\n", "metric_cer = evaluate.load(\"cer\")" ] }, { "cell_type": "code", "execution_count": 20, "id": "397371aa-57df-4fb0-986e-fa7d06af3ff3", "metadata": {}, "outputs": [], "source": [ "# # evaluate with the 'normalised' WER\n", "# do_normalize_eval = True\n", "\n", "# def compute_metrics(pred):\n", "# pred_ids = pred.predictions\n", "# label_ids = pred.label_ids\n", "\n", "# # replace -100 with the pad_token_id\n", "# label_ids[label_ids == -100] = processor.tokenizer.pad_token_id\n", "\n", "# # we do not want to group tokens when computing the metrics\n", "# pred_str = processor.tokenizer.batch_decode(pred_ids, skip_special_tokens=True)\n", "# label_str = processor.tokenizer.batch_decode(label_ids, skip_special_tokens=True)\n", "\n", "# if do_normalize_eval:\n", "# pred_str = [normalizer(pred) for pred in pred_str]\n", "# label_str = [normalizer(label) for label in label_str]\n", "\n", "# wer = 100 * metric.compute(predictions=pred_str, references=label_str)\n", "\n", "# return {\"wer\": wer}\n", "\n", "do_normalize_eval = True\n", "def compute_metrics(pred):\n", " pred_ids = pred.predictions\n", " label_ids = pred.label_ids\n", "\n", " # Replace -100 with the pad_token_id\n", " label_ids[label_ids == -100] = processor.tokenizer.pad_token_id\n", "\n", " # Decode predictions and labels\n", " pred_str = processor.tokenizer.batch_decode(pred_ids, skip_special_tokens=True)\n", " label_str = processor.tokenizer.batch_decode(label_ids, skip_special_tokens=True)\n", "\n", " # Normalize if requested\n", " if do_normalize_eval:\n", " pred_str = [normalizer(pred) for pred in pred_str]\n", " label_str = [normalizer(label) for label in label_str]\n", "\n", " # Compute both metrics\n", " wer = 100 * metric_wer.compute(predictions=pred_str, references=label_str)\n", " cer = 100 * metric_cer.compute(predictions=pred_str, references=label_str)\n", "\n", " return {\"wer\": wer, \"cer\": cer}\n" ] }, { "cell_type": "code", "execution_count": 21, "id": "ad9fac1e-66fa-4196-894b-7cfc88daa148", "metadata": {}, "outputs": [], "source": [ "#loading the model\n", "model = WhisperForConditionalGeneration.from_pretrained(\"openai/whisper-tiny\")" ] }, { "cell_type": "code", "execution_count": 22, "id": "d7682c32-2532-4fda-b851-8c9358c7a7da", "metadata": {}, "outputs": [], "source": [ "model.config.forced_decoder_ids = None\n", "model.config.suppress_tokens = []\n", "model.config.use_cache = False" ] }, { "cell_type": "code", "execution_count": 23, "id": "a76505d7-9bb6-4cad-a745-d7bcabd632b3", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/transformers/training_args.py:1611: FutureWarning: `evaluation_strategy` is deprecated and will be removed in version 4.46 of 🤗 Transformers. Use `eval_strategy` instead\n", " warnings.warn(\n" ] } ], "source": [ "# defining training arguments\n", "training_args = Seq2SeqTrainingArguments(\n", " output_dir=\"./\",\n", " per_device_train_batch_size=64,\n", " gradient_accumulation_steps=1, \n", " learning_rate=1e-5,\n", " warmup_steps=500,\n", " max_steps=1500,\n", " gradient_checkpointing=False,\n", " fp16=True,\n", " evaluation_strategy=\"steps\",\n", " per_device_eval_batch_size=8,\n", " predict_with_generate=True,\n", " generation_max_length=225,\n", " save_steps=1000,\n", " eval_steps=200,\n", " logging_steps=25,\n", " report_to=[\"tensorboard\"],\n", " load_best_model_at_end=True,\n", " metric_for_best_model=\"wer\",\n", " dataloader_num_workers=8,\n", " greater_is_better=False,\n", " remove_unused_columns=False,\n", " push_to_hub=True,\n", ")" ] }, { "cell_type": "code", "execution_count": 24, "id": "f5ce7750-d1f1-4cc5-b01e-9e22a43d31c4", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_80560/2391572708.py:1: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Seq2SeqTrainer.__init__`. Use `processing_class` instead.\n", " trainer = Seq2SeqTrainer(\n" ] } ], "source": [ "trainer = Seq2SeqTrainer(\n", " args=training_args,\n", " model=model,\n", " train_dataset=train_ds,\n", " eval_dataset=val_ds,\n", " data_collator=data_collator,\n", " compute_metrics=compute_metrics,\n", " tokenizer=processor,\n", " \n", ")" ] }, { "cell_type": "code", "execution_count": 25, "id": "8590d11d-0c79-4298-891e-8e0958dc6887", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "processor.save_pretrained(training_args.output_dir)" ] }, { "cell_type": "code", "execution_count": 26, "id": "7baf26c9-3b97-4995-a1f4-15a3d3120dd8", "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/torch/nn/parallel/_functions.py:71: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.\n", " warnings.warn(\n" ] }, { "data": { "text/html": [ "\n", "
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StepTraining LossValidation LossWerCer
2001.1735001.06241490.77711435.807545
4000.7157000.69663262.68756923.310166
6000.5694000.59211351.93973418.747940
8000.5003000.54982648.89136318.606143
10000.4601000.52749848.21733618.207214
12000.4495000.51670849.51659119.761990
14000.4407000.51058848.49487619.522083

" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Due to a bug fix in https://github.com/huggingface/transformers/pull/28687 transcription using a multilingual Whisper will default to language detection followed by transcription instead of translation to English.This might be a breaking change for your use case. If you want to instead always translate your audio to English, make sure to pass `language='en'`.\n", "The attention mask is not set and cannot be inferred from input because pad token is same as eos token. As a consequence, you may observe unexpected behavior. Please pass your input's `attention_mask` to obtain reliable results.\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/transformers/modeling_utils.py:3353: UserWarning: Moving the following attributes in the config to the generation config: {'max_length': 448, 'suppress_tokens': [], 'begin_suppress_tokens': [220, 50257]}. You are seeing this warning because you've set generation parameters in the model config, as opposed to in the generation config.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/torch/nn/parallel/_functions.py:71: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.\n", " warnings.warn(\n", "It seems you are trying to upload a large folder at once. This might take some time and then fail if the folder is too large. For such cases, it is recommended to upload in smaller batches or to use `HfApi().upload_large_folder(...)`/`huggingface-cli upload-large-folder` instead. For more details, check out https://huggingface.co/docs/huggingface_hub/main/en/guides/upload#upload-a-large-folder.\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/test/data-00000-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/test/data-00001-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/test/data-00002-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/test/data-00003-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/test/data-00004-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/test/data-00005-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/cache-2307756c70b7c81b_00000_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/cache-2307756c70b7c81b_00001_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/cache-2307756c70b7c81b_00002_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/cache-2307756c70b7c81b_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/cache-338f5ee138c9842d_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00000-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00001-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00002-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00003-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00004-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00005-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00006-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00007-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00008-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00009-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00010-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00011-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00012-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00013-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00014-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00015-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00016-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00017-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00018-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00019-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00020-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00021-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00022-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00023-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00024-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00025-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00026-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00027-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00028-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00029-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00030-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00031-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00032-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00033-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00034-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00035-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00036-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00037-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00038-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00039-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00040-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00041-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00042-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00043-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00044-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00045-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/cache-fc622377c92f111f_00000_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/cache-fc622377c92f111f_00001_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/cache-fc622377c92f111f_00002_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/cache-fc622377c92f111f_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/data-00000-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/data-00001-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/data-00002-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/data-00003-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/data-00004-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/data-00005-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00000-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00001-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00002-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00003-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00004-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00005-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00006-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00007-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00008-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00009-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00010-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00011-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00012-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00013-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00014-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00015-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00016-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00017-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00018-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00019-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00020-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00021-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00022-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_test/data-00000-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_test/data-00001-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_test/data-00002-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_test/data-00003-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_val/data-00000-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_val/data-00001-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_val/data-00002-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_val/data-00003-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/test/data-00000-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/test/data-00001-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/test/data-00002-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/test/data-00003-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-0a3fce16b1956c45_00000_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-0a3fce16b1956c45_00001_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-0a3fce16b1956c45_00002_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-0a3fce16b1956c45_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-4c9c46be0586c95c_00000_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-4c9c46be0586c95c_00001_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-4c9c46be0586c95c_00002_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-4c9c46be0586c95c_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-b01543ec1e5667da_00000_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-b01543ec1e5667da_00001_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-b01543ec1e5667da_00002_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-b01543ec1e5667da_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00000-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00001-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00002-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00003-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00004-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00005-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00006-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00007-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00008-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00009-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00010-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00011-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00012-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00013-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00014-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00015-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00016-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00017-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00018-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00019-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00020-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00021-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00022-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-44a0917efddb51c5_00000_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-44a0917efddb51c5_00001_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-44a0917efddb51c5_00002_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-44a0917efddb51c5_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-7ff81a78f9a3d2b3_00000_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-7ff81a78f9a3d2b3_00001_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-7ff81a78f9a3d2b3_00002_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-7ff81a78f9a3d2b3_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/data-00000-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/data-00001-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/data-00002-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/data-00003-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_test2/data-00000-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_test2/data-00001-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_test2/data-00002-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00000-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00001-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00002-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00003-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00004-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00005-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00006-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00007-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00008-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00009-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00010-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00011-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00012-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00013-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00014-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00015-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00016-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00017-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00018-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00019-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00020-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00021-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00022-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00023-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_validation2/data-00000-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_validation2/data-00001-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_validation2/data-00002-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/test2/data-00000-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/test2/data-00001-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/test2/data-00002-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00000-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00001-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00002-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00003-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00004-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00005-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00006-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00007-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00008-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00009-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00010-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00011-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00012-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00013-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00014-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00015-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00016-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00017-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00018-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00019-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00020-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00021-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00022-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00023-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/validation2/data-00000-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/validation2/data-00001-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/validation2/data-00002-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "It seems you are trying to upload a large folder at once. This might take some time and then fail if the folder is too large. For such cases, it is recommended to upload in smaller batches or to use `HfApi().upload_large_folder(...)`/`huggingface-cli upload-large-folder` instead. For more details, check out https://huggingface.co/docs/huggingface_hub/main/en/guides/upload#upload-a-large-folder.\n", "There were missing keys in the checkpoint model loaded: ['proj_out.weight'].\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/test/data-00000-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/test/data-00001-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/test/data-00002-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/test/data-00003-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/test/data-00004-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/test/data-00005-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/cache-2307756c70b7c81b_00000_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/cache-2307756c70b7c81b_00001_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/cache-2307756c70b7c81b_00002_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/cache-2307756c70b7c81b_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/cache-338f5ee138c9842d_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00000-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00001-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00002-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00003-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00004-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00005-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00006-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00007-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00008-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00009-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00010-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00011-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00012-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00013-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00014-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00015-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00016-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00017-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00018-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00019-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00020-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00021-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00022-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00023-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00024-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00025-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00026-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00027-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00028-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00029-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00030-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00031-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00032-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00033-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00034-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00035-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00036-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00037-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00038-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00039-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00040-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00041-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00042-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00043-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00044-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/train/data-00045-of-00046.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/cache-fc622377c92f111f_00000_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/cache-fc622377c92f111f_00001_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/cache-fc622377c92f111f_00002_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/cache-fc622377c92f111f_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/data-00000-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/data-00001-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/data-00002-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/data-00003-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/data-00004-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (Combined_ANV_dataset/validation/data-00005-of-00006.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00000-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00001-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00002-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00003-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00004-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00005-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00006-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00007-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00008-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00009-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00010-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00011-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00012-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00013-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00014-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00015-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00016-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00017-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00018-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00019-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00020-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00021-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/0riginal_train/data-00022-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_test/data-00000-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_test/data-00001-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_test/data-00002-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_test/data-00003-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_val/data-00000-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_val/data-00001-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_val/data-00002-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/original_val/data-00003-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/test/data-00000-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/test/data-00001-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/test/data-00002-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/test/data-00003-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-0a3fce16b1956c45_00000_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-0a3fce16b1956c45_00001_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-0a3fce16b1956c45_00002_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-0a3fce16b1956c45_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-4c9c46be0586c95c_00000_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-4c9c46be0586c95c_00001_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-4c9c46be0586c95c_00002_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-4c9c46be0586c95c_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-b01543ec1e5667da_00000_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-b01543ec1e5667da_00001_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-b01543ec1e5667da_00002_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/cache-b01543ec1e5667da_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00000-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00001-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00002-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00003-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00004-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00005-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00006-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00007-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00008-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00009-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00010-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00011-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00012-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00013-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00014-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00015-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00016-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00017-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00018-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00019-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00020-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00021-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/train/data-00022-of-00023.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-44a0917efddb51c5_00000_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-44a0917efddb51c5_00001_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-44a0917efddb51c5_00002_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-44a0917efddb51c5_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-7ff81a78f9a3d2b3_00000_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-7ff81a78f9a3d2b3_00001_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-7ff81a78f9a3d2b3_00002_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/cache-7ff81a78f9a3d2b3_00003_of_00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/data-00000-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/data-00001-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/data-00002-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (kikuyu_dataset/validation/data-00003-of-00004.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_test2/data-00000-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_test2/data-00001-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_test2/data-00002-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00000-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00001-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00002-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00003-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00004-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00005-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00006-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00007-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00008-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00009-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00010-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00011-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00012-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00013-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00014-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00015-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00016-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00017-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00018-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00019-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00020-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00021-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00022-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_train2/data-00023-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_validation2/data-00000-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_validation2/data-00001-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/org_validation2/data-00002-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/test2/data-00000-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/test2/data-00001-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/test2/data-00002-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00000-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00001-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00002-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00003-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00004-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00005-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00006-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00007-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00008-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00009-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00010-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00011-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00012-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00013-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00014-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00015-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00016-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00017-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00018-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00019-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00020-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00021-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00022-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/train2/data-00023-of-00024.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/validation2/data-00000-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/validation2/data-00001-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n", "/users/mkariuki/miniconda3/envs/lenv/lib/python3.12/site-packages/huggingface_hub/hf_api.py:4169: UserWarning: It seems that you are about to commit a data file (sec_kikuyu_dataset/validation2/data-00002-of-00003.arrow) to a model repository. You are sure this is intended? If you are trying to upload a dataset, please set `repo_type='dataset'` or `--repo-type=dataset` in a CLI.\n", " warnings.warn(\n" ] }, { "data": { "text/plain": [ "TrainOutput(global_step=1500, training_loss=0.8917794723510742, metrics={'train_runtime': 6178.0243, 'train_samples_per_second': 62.156, 'train_steps_per_second': 0.243, 'total_flos': 9.44107163578368e+18, 'train_loss': 0.8917794723510742, 'epoch': 7.731958762886598})" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#calling the trainer API\n", "trainer.train()" ] }, { "cell_type": "code", "execution_count": 27, "id": "35b1a800-6ef9-4be9-b7e9-ee01e2efbf5c", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "

" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "# 1. Extracting logs \n", "history = trainer.state.log_history\n", "\n", "train_loss, train_steps = [], []\n", "eval_loss, eval_steps = [], []\n", "eval_wer, eval_cer = [], []\n", "\n", "for entry in history:\n", " if \"loss\" in entry:\n", " train_loss.append(entry[\"loss\"])\n", " train_steps.append(entry[\"step\"])\n", " if \"eval_loss\" in entry:\n", " eval_loss.append(entry[\"eval_loss\"])\n", " eval_steps.append(entry[\"step\"])\n", " eval_wer.append(entry.get(\"eval_wer\", 0))\n", " eval_cer.append(entry.get(\"eval_cer\", 0)) # Extract CER\n", "\n", "# 2. Plotting\n", "plt.figure(figsize=(16, 6))\n", "\n", "# Subplot 1: Loss Curves\n", "plt.subplot(1, 2, 1)\n", "plt.plot(train_steps, train_loss, label=\"Training Loss\", color=\"#1f77b4\", linewidth=2)\n", "if eval_loss:\n", " plt.plot(eval_steps, eval_loss, label=\"Validation Loss\", marker='o', color=\"#d62728\")\n", "plt.xlabel(\"Steps\")\n", "plt.ylabel(\"Loss\")\n", "plt.title(\"Training vs Validation Loss\")\n", "plt.grid(axis='y', linestyle='--', alpha=0.5)\n", "plt.legend()\n", "\n", "# Subplot 2: WER vs CER Grouped Bar Chart\n", "plt.subplot(1, 2, 2)\n", "if eval_wer and eval_cer:\n", " x = np.arange(len(eval_steps)) \n", " width = 0.35 \n", "\n", " # Plotting WER and CER side-by-side\n", " rects1 = plt.bar(x - width/2, eval_wer, width, label='WER', color='#2ca02c', alpha=0.7)\n", " rects2 = plt.bar(x + width/2, eval_cer, width, label='CER', color='#ff7f0e', alpha=0.7)\n", "\n", " # Add text labels on top of bars\n", " def autolabel(rects):\n", " for rect in rects:\n", " height = rect.get_height()\n", " plt.annotate(f'{height:.1f}',\n", " xy=(rect.get_x() + rect.get_width() / 2, height),\n", " xytext=(0, 3), # 3 points vertical offset\n", " textcoords=\"offset points\",\n", " ha='center', va='bottom', fontsize=9, fontweight='bold')\n", "\n", " autolabel(rects1)\n", " autolabel(rects2)\n", "\n", " plt.xlabel(\"Steps\")\n", " plt.ylabel(\"Error Rate (%)\")\n", " plt.title(\"Word Error Rate (WER) vs Character Error Rate (CER)\")\n", " plt.xticks(x, eval_steps) \n", " plt.legend()\n", " plt.ylim(0, max(max(eval_wer), max(eval_cer)) + 15)\n", " plt.grid(axis='y', linestyle='--', alpha=0.3)\n", "\n", "plt.tight_layout()\n", "plt.savefig(\"kikuyu_training_metrics.png\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 40, "id": "c787d9dc-6728-4637-a239-763b20d1f3e7", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "# 1. Extracting logs\n", "history = trainer.state.log_history\n", "train_loss, train_steps = [], []\n", "eval_loss, eval_steps = [], []\n", "eval_wer, eval_cer = [], []\n", "\n", "for entry in history:\n", " if \"loss\" in entry:\n", " train_loss.append(entry[\"loss\"])\n", " train_steps.append(entry[\"step\"])\n", " if \"eval_loss\" in entry:\n", " eval_loss.append(entry[\"eval_loss\"])\n", " eval_steps.append(entry[\"step\"])\n", " eval_wer.append(entry.get(\"eval_wer\", 0))\n", " eval_cer.append(entry.get(\"eval_cer\", 0))\n", "\n", "# 2. Plotting - 3 Subplots in one row\n", "plt.figure(figsize=(18, 5))\n", "\n", "# --- Subplot 1: Loss ---\n", "plt.subplot(1, 3, 1)\n", "plt.plot(train_steps, train_loss, label=\"Train Loss\", color=\"#1f77b4\")\n", "if eval_loss:\n", " plt.plot(eval_steps, eval_loss, label=\"Val Loss\", marker='o', color=\"#d62728\")\n", "plt.title(\"Training & Validation Loss\")\n", "plt.xlabel(\"Steps\")\n", "plt.ylabel(\"Loss Value\")\n", "plt.legend()\n", "plt.grid(True, alpha=0.3)\n", "\n", "# --- Subplot 2: WER (Word Error Rate) ---\n", "plt.subplot(1, 3, 2)\n", "if eval_wer:\n", " bars_wer = plt.bar([str(s) for s in eval_steps], eval_wer, color=\"#2ca02c\", alpha=0.7)\n", " plt.title(\"Word Error Rate (WER)\")\n", " plt.ylabel(\"Percent (%)\")\n", " plt.xlabel(\" Steps\")\n", " # Add values on top of bars\n", " for bar in bars_wer:\n", " plt.text(bar.get_x() + bar.get_width()/2, bar.get_height(), \n", " f'{bar.get_height():.1f}%', ha='center', va='bottom', fontweight='bold')\n", " plt.ylim(0, max(eval_wer) + 15)\n", "\n", "# --- Subplot 3: CER (Character Error Rate) ---\n", "plt.subplot(1, 3, 3)\n", "if eval_cer:\n", " bars_cer = plt.bar([str(s) for s in eval_steps], eval_cer, color=\"#ff7f0e\", alpha=0.7)\n", " plt.title(\"Character Error Rate (CER)\")\n", " plt.ylabel(\"Percent (%)\")\n", " plt.xlabel(\" Steps\")\n", " # Add values on top of bars\n", " for bar in bars_cer:\n", " plt.text(bar.get_x() + bar.get_width()/2, bar.get_height(), \n", " f'{bar.get_height():.1f}%', ha='center', va='bottom', fontweight='bold')\n", " plt.ylim(0, max(eval_cer) + 15)\n", "\n", "plt.tight_layout()\n", "plt.savefig(\"detailed_kikuyu_metrics.png\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 29, "id": "0f5d4ffe-2f1b-4a32-aec1-4285bd4cec0b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Your best model is saved at: ./checkpoint-1000\n" ] } ], "source": [ "# The the best model found during training\n", "best_model_path = trainer.state.best_model_checkpoint\n", "print(f\"Your best model is saved at: {best_model_path}\")\n", "\n", "final_model_path = \"./\"" ] }, { "cell_type": "code", "execution_count": 38, "id": "e20aea1e-d937-4837-b39e-46bdea5fbfa2", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Device set to use cuda:0\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Sample 1 \n" ] }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Reference: Andũ ethĩ nĩ makoretwo makĩremwo kũbanga ihinda rĩrĩa rĩagĩrĩire rĩa kũhũthĩra thimũ.\n", "Prediction: andũ ethĩ nĩ makoretwo makĩrĩmwe kũbanga ihinda rĩrĩa rĩagĩrĩire rĩa kũhũthĩra thimũ\n", "------------------------------\n", "\n", "Sample 2 \n" ] }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Reference: Ngwatanĩro ya kũhonokia andũ ya Mombatha ugĩte atĩ nĩ ĩhonoketie andũ magana mana ma mĩrongo ĩtano na ithatu, no makĩria ma ngiri ĩmwe marĩ ũgwati-inĩ.\n", "Prediction: Ngwatanĩra ya kũhonokia andũ ya mombasa yugĩte atĩhonoketie andũ magana mana ma mĩrongo ĩtano na ithatũ no makĩria ma ngiri ĩmwe marĩ ũgwati-inĩ\n", "------------------------------\n", "\n", "Sample 3 \n" ] }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Reference: Mũgitĩri ũcio wa mũbira wa Spain nĩ we ũgũtuĩka mũgitĩri wa mũbira wa goro mũno rĩrĩa agaathamĩra Ulinzi Stars.\n", "Prediction: Mũgitĩrio cia wa mũbira wa Spain nĩwe ũgũtuĩka mũgitĩri wa mũbira wa ngoro mũno rĩrĩa agatha mĩra Ulinzi Stars\n", "------------------------------\n" ] } ], "source": [ "from transformers import pipeline\n", "from IPython.display import Audio, display\n", "import torch\n", "model_path = \"./checkpoint-1000\"\n", "pipe = pipeline(\n", " \"automatic-speech-recognition\",\n", " model=model_path,\n", " device=0 if torch.cuda.is_available() else -1,\n", ")\n", "pipe.model.config.forced_decoder_ids = None\n", "pipe.model.generation_config.forced_decoder_ids = None\n", "\n", "# Looping through samples to display audio and text\n", "for i in range(3):\n", " sample = test_ds[i]\n", " prediction = pipe(sample[\"audio\"][\"array\"])\n", " \n", " print(f\"\\nSample {i+1} \")\n", "\n", " \n", " # Displaying the audio player (Reference Audio)\n", " display(Audio(sample[\"audio\"][\"array\"], rate=sample[\"audio\"][\"sampling_rate\"]))\n", " print(f\"Reference: {sample['transcription']}\")\n", " print(f\"Prediction: {prediction['text']}\")\n", " print(\"-\" * 30)" ] }, { "cell_type": "code", "execution_count": null, "id": "fbc698b6-85ed-47a1-bfd7-9efab1c5518c", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "9f2e20c4-a31b-4832-8bea-922c3c08276c", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python (lenv)", "language": "python", "name": "lenv" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.9" } }, "nbformat": 4, "nbformat_minor": 5 }