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https://api.github.com/repos/huggingface/datasets/issues/6725
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6,725
Request for a comparison of huggingface datasets compared with other data format especially webdataset
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2024-03-08 08:23:01+00:00
2024-03-08 08:23:01+00:00
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### Feature request Request for a comparison of huggingface datasets compared with other data format especially webdataset ### Motivation I see huggingface datasets uses Apache Arrow as its backend, it seems to be great, but I'm curious about how it is good compared with other dataset format, like webdataset, what's...
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2,174,398,227
I_kwDODunzps6Bmq8T
6,724
Dataset with loading script does not work in renamed repos
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2024-03-07 17:38:38+00:00
2024-03-07 20:06:25+00:00
NaT
CONTRIBUTOR
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### Describe the bug My data repository was first called `BramVanroy/hplt-mono-v1-2` but I then renamed to use underscores instead of dashes. However, it seems that `datasets` retrieves the old repo name when it checks whether the repo contains data loading scripts in this line. https://github.com/huggingface/dat...
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PR_kwDODunzps5o_fPU
6,723
get_dataset_default_config_name docstring
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2024-03-07 17:09:29+00:00
2024-03-07 17:27:29+00:00
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MEMBER
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fix https://github.com/huggingface/datasets/pull/6722
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Add details in docstring
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2024-03-07 17:02:07+00:00
2024-03-07 17:21:10+00:00
2024-03-07 17:21:08+00:00
COLLABORATOR
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see https://github.com/huggingface/datasets-server/pull/2554#discussion_r1516516867
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Hi,do you know how to load the dataset from local file now?
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2024-03-07 13:58:40+00:00
2024-03-31 08:09:25+00:00
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Hi, if I want to load the dataset from local file, then how to specify the configuration name? _Originally posted by @WHU-gentle in https://github.com/huggingface/datasets/issues/2976#issuecomment-1333455222_
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TypeError: 'str' object is not callable
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2024-03-07 11:07:09+00:00
2024-03-08 07:34:53+00:00
2024-03-07 15:13:58+00:00
CONTRIBUTOR
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### Describe the bug I am trying to get the HPLT datasets on the hub. Downloading/re-uploading would be too time- and resource consuming so I wrote [a dataset loader script](https://huggingface.co/datasets/BramVanroy/hplt_mono_v1_2/blob/main/hplt_mono_v1_2.py). I think I am very close but for some reason I always get ...
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I_kwDODunzps6BUUA_
6,719
Is there any way to solve hanging of IterableDataset using split by node + filtering during inference
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2024-03-05 15:55:13+00:00
2024-03-05 15:55:13+00:00
NaT
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### Describe the bug I am using an iterable dataset in a multi-node setup, trying to do training/inference while filtering the data on the fly. I usually do not use `split_dataset_by_node` but it is very slow using the IterableDatasetShard in `accelerate` and `transformers`. When I filter after applying `split_dataset...
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Fix concurrent script loading with force_redownload
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2024-03-05 15:04:20+00:00
2024-03-07 14:05:53+00:00
2024-03-07 13:58:04+00:00
MEMBER
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I added `lock_importable_file` in `get_dataset_builder_class` and `extend_dataset_builder_for_streaming` to fix the issue, and I also added a test cc @clefourrier
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`remove_columns` method used with a streaming enable dataset mode produces a LibsndfileError on multichannel audio
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2024-03-05 09:33:26+00:00
2024-08-14 17:54:20+00:00
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### Describe the bug When loading a HF dataset in streaming mode and removing some columns, it is impossible to load a sample if the audio contains more than one channel. I have the impression that the time axis and channels are swapped or concatenated. ### Steps to reproduce the bug Minimal error code: ```python ...
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Non-deterministic `Dataset.builder_name` value
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2024-03-05 09:23:21+00:00
2024-03-19 07:58:14+00:00
2024-03-19 07:58:14+00:00
NONE
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### Describe the bug I'm not sure if this is a bug, but `print(ds.builder_name)` in the following code sometimes prints out `rotten_tomatoes` instead of `parquet`: ```python import datasets for _ in range(100): ds = datasets.load_dataset("rotten_tomatoes", split="train") print(ds.builder_name) # pr...
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Fix sliced ConcatenationTable pickling with mixed schemas vertically
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A sliced + pickled ConcatenationTable could end up with a different schema than the original schema, if the slice only contains blocks with only a subset of the columns. This can lead to issues when saving datasets from a concatenation of datasets with mixed schemas Reported in https://discuss.huggingface.co/t/da...
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6,714
Expand no-code dataset info with datasets-server info
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2024-03-04 19:18:10+00:00
2024-03-04 20:28:30+00:00
2024-03-04 20:22:15+00:00
COLLABORATOR
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E.g., to have info about a dataset's number of examples for more informative TQDM bars.
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2,166,797,560
PR_kwDODunzps5olmqh
6,713
Bump huggingface-hub lower version to 0.21.2
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2024-03-04 13:00:52+00:00
2024-03-04 18:14:03+00:00
2024-03-04 18:06:05+00:00
MEMBER
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This should fix the version compatibility issue when using `huggingface_hub` < 0.21.2 and latest fsspec (>=2023.12.0). See my comment: https://github.com/huggingface/datasets/pull/6687#issuecomment-1976493336 >> EDIT: the fix has been released in `huggingface_hub` 0.21.2 - I removed my commits that were using `hugg...
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2,166,588,373
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6,712
fix CastError pickling
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2024-03-04 11:14:18+00:00
2024-03-04 20:23:47+00:00
2024-03-04 20:17:17+00:00
MEMBER
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reported in https://discuss.huggingface.co/t/datasetdict-save-to-disk-with-num-proc-1-seems-to-hang-with-error/75595
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6,711
3x Faster Text Preprocessing
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2024-03-03 19:03:04+00:00
2025-09-22 09:20:22+00:00
NaT
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I was preparing some datasets for AI training and noticed that `datasets` by HuggingFace uses the conventional `open` mechanism to read the file and split it into chunks. I thought it can be significantly accelerated, and [started with a benchmark](https://gist.github.com/ashvardanian/55c2052e9f78b05b8d614aa90cb12347):...
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2,164,781,564
PR_kwDODunzps5oe4ov
6,710
Persist IterableDataset epoch in workers
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2024-03-02 12:08:50+00:00
2024-07-01 17:51:25+00:00
2024-07-01 17:45:30+00:00
MEMBER
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Use shared memory for the IterableDataset epoch. This way calling `ds.set_epoch()` in the main process will update the epoch in the DataLoader workers as well. This is useful especially because the epoch is used to compute the `effective_seed` used for shuffling. I used torch's shared memory in case users want t...
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set dev version
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2024-03-01 21:01:14+00:00
2024-03-01 21:07:35+00:00
2024-03-01 21:01:23+00:00
MEMBER
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Release: 2.18.0
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2024-03-01 20:52:17+00:00
2024-03-01 21:03:01+00:00
2024-03-01 20:56:50+00:00
MEMBER
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Silence ruff deprecation messages
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2024-03-01 16:52:29+00:00
2024-03-01 17:32:14+00:00
2024-03-01 17:25:46+00:00
COLLABORATOR
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Update ruff
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2024-03-01 16:44:58+00:00
2024-03-01 17:02:13+00:00
2024-03-01 16:52:17+00:00
MEMBER
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Fix data_files when passing data_dir
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2024-03-01 16:38:53+00:00
2024-03-01 18:59:06+00:00
2024-03-01 18:52:49+00:00
MEMBER
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This code should not return empty data files ```python from datasets import load_dataset_builder revision = "3d406e70bc21c3ca92a9a229b4c6fc3ed88279fd" b = load_dataset_builder("bigcode/the-stack-v2-dedup", data_dir="data/Dockerfile", revision=revision) print(b.config.data_files) ``` Previously it would ret...
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6,704
Improve default patterns resolution
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2024-03-01 16:31:25+00:00
2024-04-23 09:43:09+00:00
2024-03-15 15:22:03+00:00
COLLABORATOR
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Separate the default patterns that match directories from the ones matching files and ensure directories are checked first (reverts the change from https://github.com/huggingface/datasets/pull/6244, which merged these patterns). Also, ensure that the glob patterns do not overlap to avoid duplicates in the result. A...
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6,703
Unable to load dataset that was saved with `save_to_disk`
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2024-03-01 11:59:56+00:00
2024-03-04 13:46:20+00:00
2024-03-04 13:46:20+00:00
NONE
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### Describe the bug I get the following error message: You are trying to load a dataset that was saved using `save_to_disk`. Please use `load_from_disk` instead. ### Steps to reproduce the bug 1. Save a dataset with `save_to_disk` 2. Try to load it with `load_datasets` ### Expected behavior I am ab...
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2,161,938,484
I_kwDODunzps6A3JA0
6,702
Push samples to dataset on hub without having the dataset locally
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2024-02-29 19:17:12+00:00
2024-03-08 21:08:38+00:00
2024-03-08 21:08:38+00:00
NONE
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### Feature request Say I have the following code: ``` from datasets import Dataset import pandas as pd new_data = { "column_1": ["value1", "value2"], "column_2": ["value3", "value4"], } df_new = pd.DataFrame(new_data) dataset_new = Dataset.from_pandas(df_new) # add these samples to a remote datase...
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6,701
Base parquet batch_size on parquet row group size
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2024-02-29 14:53:01+00:00
2024-02-29 15:15:18+00:00
2024-02-29 15:08:55+00:00
MEMBER
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This allows to stream datasets like [Major-TOM/Core-S2L2A](https://huggingface.co/datasets/Major-TOM/Core-S2L2A) which have row groups with few rows (one row is ~10MB). Previously the cold start would take a lot of time and OOM because it would download many row groups before yielding the first example. I tried on O...
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6,700
remove_columns is not in-place but the doc shows it is in-place
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2024-02-28 12:36:22+00:00
2024-04-02 17:15:28+00:00
2024-04-02 17:15:28+00:00
NONE
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### Describe the bug The doc of `datasets` v2.17.0/v2.17.1 shows that `remove_columns` is in-place. [link](https://huggingface.co/docs/datasets/v2.17.1/en/package_reference/main_classes#datasets.DatasetDict.remove_columns) In the text classification example of transformers v4.38.1, the columns are not removed. h...
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6,699
`Dataset` unexpected changed dict data and may cause error
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2024-02-28 05:30:10+00:00
2024-02-28 19:14:36+00:00
NaT
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### Describe the bug Will unexpected get keys with `None` value in the parsed json dict. ### Steps to reproduce the bug ```jsonl test.jsonl {"id": 0, "indexs": {"-1": [0, 10]}} {"id": 1, "indexs": {"-1": [0, 10]}} ``` ```python dataset = Dataset.from_json('.test.jsonl') print(dataset[0]) ``` Result: ```...
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6,698
Faster `xlistdir`
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2024-02-27 22:55:08+00:00
2024-02-27 23:44:49+00:00
2024-02-27 23:38:14+00:00
COLLABORATOR
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Pass `detail=False` to the `fsspec` `listdir` to avoid unnecessarily fetching expensive metadata about the paths.
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6,697
Unable to Load Dataset in Kaggle
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2024-02-27 18:19:34+00:00
2024-02-29 17:32:42+00:00
2024-02-29 17:32:41+00:00
NONE
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### Describe the bug Having installed the latest versions of transformers==4.38.1 and datasets==2.17.1 Unable to load the dataset in a kaggle notebook. Get this Error: ``` --------------------------------------------------------------------------- ValueError Traceback (most recen...
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Make JSON builder support an array of strings
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2024-02-26 13:18:31+00:00
2024-02-28 06:45:23+00:00
2024-02-28 06:39:12+00:00
MEMBER
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Support JSON file with an array of strings. Fix #6695.
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Support JSON file with an array of strings
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MEMBER
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Support loading a dataset from a JSON file with an array of strings. See: https://huggingface.co/datasets/CausalLM/Refined-Anime-Text/discussions/1
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__add__ for Dataset, IterableDataset
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2024-02-26 01:46:55+00:00
2024-02-29 16:52:58+00:00
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It's too cumbersome to write this command every time we perform a dataset merging operation. ```pythonfrom datasets import concatenate_datasets``` We have added a simple `__add__` magic method to each class using `concatenate_datasets.` ```python from datasets import load_dataset bookcorpus = load_dataset("bookc...
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6,693
Update the print message for chunked_dataset in process.mdx
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2024-02-25 18:37:07+00:00
2024-02-25 19:57:12+00:00
2024-02-25 19:51:02+00:00
CONTRIBUTOR
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Update documentation to align with `Dataset.__repr__` change after #423
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Enhancement: Enable loading TSV files in load_dataset()
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2024-02-24 11:38:59+00:00
2024-02-26 15:33:50+00:00
2024-02-26 07:14:03+00:00
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Fix #6691
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load_dataset() does not support tsv
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2024-02-24 05:56:04+00:00
2024-02-26 07:15:07+00:00
2024-02-26 07:09:35+00:00
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### Feature request the load_dataset() for local functions support file types like csv, json etc but not of type tsv (tab separated values). ### Motivation cant easily load files of type tsv, have to convert them to another type like csv then load ### Your contribution Can try by raising a PR with a little help, c...
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Add function to convert a script-dataset to Parquet
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2024-02-23 10:28:20+00:00
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MEMBER
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Add function to convert a script-dataset to Parquet and push it to the Hub, analogously to the Space: "Convert a Hugging Face dataset to Parquet"
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.load_dataset() method defaults to zstandard
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2024-02-22 17:39:27+00:00
2024-03-07 14:54:16+00:00
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### Describe the bug Regardless of what method I use, datasets defaults to zstandard for unpacking my datasets. This is poor behavior, because not only is zstandard not a dependency in the huggingface package (and therefore, your dataset loading will be interrupted while it asks you to install the package), but it ...
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Tensor type (e.g. from `return_tensors`) ignored in map
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2024-02-22 09:27:57+00:00
2024-02-22 15:56:21+00:00
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### Describe the bug I don't know if it is a bug or an expected behavior, but the tensor type seems to be ignored after applying map. For example, mapping over to tokenize text with a transformers' tokenizer always returns lists and it ignore the `return_tensors` argument. If this is an expected behaviour (e.g., fo...
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fsspec: support fsspec>=2023.12.0 glob changes
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2024-02-22 08:59:32+00:00
2024-03-04 12:59:42+00:00
2024-02-29 15:12:17+00:00
CONTRIBUTOR
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- adds support for the `fs.glob` changes introduced in `fsspec==2023.12.0` and unpins the current upper bound Should close #6644 Should close #6645 The `test_data_files` glob/pattern tests pass for me in: - `fsspec==2023.10.0` (the pinned max version in datasets `main`) - `fsspec==2023.12.0` (#6644) - `fsspec...
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Question: Is there any way for uploading a large image dataset?
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2024-02-21 22:07:21+00:00
2024-05-02 03:44:59+00:00
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I am uploading an image dataset like this: ``` dataset = load_dataset( "json", data_files={"train": "data/custom_dataset/train.json", "validation": "data/custom_dataset/val.json"}, ) dataset = dataset.cast_column("images", Sequence(Image())) dataset.push_to_hub("StanfordAIMI/custom_dataset", max_shard_si...
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6,685
Updated Quickstart Notebook link
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2024-02-21 01:04:18+00:00
2024-03-12 21:31:04+00:00
2024-02-25 18:48:08+00:00
CONTRIBUTOR
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Fixed Quickstart Notebook Link in the [Overview notebook](https://github.com/huggingface/datasets/blob/main/notebooks/Overview.ipynb)
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6,684
Improve error message for gated datasets on load
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2024-02-20 10:51:27+00:00
2024-02-20 15:40:52+00:00
2024-02-20 15:33:56+00:00
MEMBER
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Internal Slack discussion: https://huggingface.slack.com/archives/C02V51Q3800/p1708424971135029
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6,683
Fix imagefolder dataset url
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2024-02-19 16:26:51+00:00
2024-02-19 17:24:25+00:00
2024-02-19 17:18:10+00:00
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6,682
Update GitHub Actions to Node 20
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2024-02-19 10:10:50+00:00
2024-02-28 07:02:40+00:00
2024-02-28 06:56:34+00:00
MEMBER
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Update GitHub Actions to Node 20. Fix #6679.
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6,681
Update release instructions
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2024-02-19 10:03:08+00:00
2024-02-28 07:23:49+00:00
2024-02-28 07:17:22+00:00
MEMBER
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Update release instructions.
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Set dev version
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MEMBER
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Node.js 16 GitHub Actions are deprecated
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2024-02-28 06:56:35+00:00
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MEMBER
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`Node.js` 16 GitHub Actions are deprecated. See: https://github.blog/changelog/2023-09-22-github-actions-transitioning-from-node-16-to-node-20/ We should update them to Node 20. See warnings in our CI, e.g.: https://github.com/huggingface/datasets/actions/runs/7957295009?pr=6678 > Node.js 16 actions are deprecat...
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Release: 2.17.1
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Pass through information about location of cache directory.
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2024-02-18 23:48:57+00:00
2024-02-28 18:57:39+00:00
2024-02-28 18:51:15+00:00
CONTRIBUTOR
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If cache directory is set, information is not passed through. Pass download config in as an arg too.
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Can't Read List of JSON Files Properly
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2024-02-17 22:58:15+00:00
2024-03-02 20:47:22+00:00
NaT
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### Describe the bug Trying to read a bunch of JSON files into Dataset class but default approach doesn't work. I don't get why it works when I read it one by one but not when I pass as a list :man_shrugging: The code fails with ``` ArrowInvalid: JSON parse error: Invalid value. in row 0 UnicodeDecodeError...
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Allow image model (color conversion) to be specified as part of datasets Image() decode
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2024-02-16 23:43:20+00:00
2024-03-18 15:41:34+00:00
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### Feature request Typical torchvision / torch Datasets in image applications apply color conversion in the Dataset portion of the code as part of image decode, separately from the image transform stack. This is true for PIL.Image where convert is usually called in dataset, for native torchvision https://pytorch.or...
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6,674
Depprcated Overview.ipynb Link to new Quickstart Notebook invalid
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2024-02-16 22:51:35+00:00
2024-02-25 18:48:09+00:00
2024-02-25 18:48:09+00:00
CONTRIBUTOR
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### Describe the bug For the dreprecated notebook found [here](https://github.com/huggingface/datasets/blob/main/notebooks/Overview.ipynb). The link to the new notebook is broken. ### Steps to reproduce the bug Click the [Quickstart notebook](https://github.com/huggingface/notebooks/blob/main/datasets_doc/quicksta...
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2,139,522,827
I_kwDODunzps5_hocL
6,673
IterableDataset `set_epoch` is ignored when DataLoader `persistent_workers=True`
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2024-02-16 21:38:12+00:00
2024-07-01 17:45:31+00:00
2024-07-01 17:45:31+00:00
NONE
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### Describe the bug When persistent workers are enabled, the epoch that's set via the IterableDataset instance held by the training process is ignored by the workers as they are disconnected across processes. PyTorch samplers for non-iterable datasets have a mechanism to sync this, datasets.IterableDataset does ...
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6,672
Remove deprecated verbose parameter from CSV builder
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2024-02-16 14:26:21+00:00
2024-02-19 09:26:34+00:00
2024-02-19 09:20:22+00:00
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Remove deprecated `verbose` parameter from CSV builder. Note that the `verbose` parameter is deprecated since pandas 2.2.0. See: - https://github.com/pandas-dev/pandas/pull/56556 - https://github.com/pandas-dev/pandas/pull/57450 Fix #6671.
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CSV builder raises deprecation warning on verbose parameter
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CSV builder raises a deprecation warning on `verbose` parameter: ``` FutureWarning: The 'verbose' keyword in pd.read_csv is deprecated and will be removed in a future version. ``` See: - https://github.com/pandas-dev/pandas/pull/56556 - https://github.com/pandas-dev/pandas/pull/57450
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ValueError
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2024-02-16 11:05:17+00:00
2024-02-17 04:26:34+00:00
2024-02-16 14:43:53+00:00
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### Describe the bug ValueError Traceback (most recent call last) [<ipython-input-11-9b99bc80ec23>](https://localhost:8080/#) in <cell line: 11>() 9 import numpy as np 10 import matplotlib.pyplot as plt ---> 11 from datasets import DatasetDict, Dataset 12 from transf...
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attribute error when writing trainer.train()
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2024-02-16 10:40:49+00:00
2024-03-01 10:58:00+00:00
2024-02-29 17:25:17+00:00
NONE
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### Describe the bug AttributeError Traceback (most recent call last) Cell In[39], line 2 1 # Start the training process ----> 2 trainer.train() File /opt/conda/lib/python3.10/site-packages/transformers/trainer.py:1539, in Trainer.train(self, resume_from_checkpoint, trial, ignore...
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Chapter 6 - Issue Loading `cnn_dailymail` dataset
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2025-10-24 18:49:28+00:00
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### Describe the bug So I am getting this bug when I try to run cell 4 of the Chapter 6 notebook code: `dataset = load_dataset("ccdv/cnn_dailymail", version="3.0.0")` Error Message: ``` --------------------------------------------------------------------------- ValueError Tracebac...
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Default config for squad is incorrect
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2024-02-16 02:36:55+00:00
2024-02-23 09:10:00+00:00
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### Describe the bug If you download Squad, it will download the plain_text version, but the config still specifies "default", so if you set the offline mode the cache will try to look it up according to the config_id which is "default" and this will say; ValueError: Couldn't find cache for squad for config 'default'...
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Allow SplitDict setitem to replace existing SplitInfo
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2024-02-15 10:17:08+00:00
2024-03-01 16:02:46+00:00
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MEMBER
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Fix this code provided by @clefourrier ```python import datasets import os token = os.getenv("TOKEN") results = datasets.load_dataset("gaia-benchmark/results_public", "2023", token=token, download_mode=datasets.DownloadMode.FORCE_REDOWNLOAD) results["test"] = datasets.Dataset.from_list([row for row in resu...
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Revert the changes in `arrow_writer.py` from #6636
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2024-02-15 01:47:33+00:00
2024-02-16 14:02:39+00:00
2024-02-16 02:31:11+00:00
CONTRIBUTOR
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#6636 broke `write_examples_on_file` and `write_batch` from the class `ArrowWriter`. I'm undoing these changes. See #6663. Note the current implementation doesn't keep the order of the columns and the schema, thus setting a wrong schema for each column.
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6,663
`write_examples_on_file` and `write_batch` are broken in `ArrowWriter`
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2024-02-15 01:43:27+00:00
2024-02-16 09:25:00+00:00
2024-02-16 09:25:00+00:00
CONTRIBUTOR
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### Describe the bug `write_examples_on_file` and `write_batch` are broken in `ArrowWriter` since #6636. The order between the columns and the schema is not preserved anymore. So these functions don't work anymore unless the order happens to align well. ### Steps to reproduce the bug Try to do `write_batch` with any...
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6,662
fix: show correct package name to install biopython
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2024-02-13 14:15:04+00:00
2024-03-01 17:49:48+00:00
2024-03-01 17:43:39+00:00
CONTRIBUTOR
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When you try to download a dataset that uses [biopython](https://github.com/biopython/biopython), like `load_dataset("InstaDeepAI/multi_species_genomes")`, you get the error: ``` >>> from datasets import load_dataset >>> dataset = load_dataset("InstaDeepAI/multi_species_genomes") /home/j.vangoey/.pyenv/versions/m...
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Import error on Google Colab
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2024-02-13 13:12:40+00:00
2024-02-25 16:37:54+00:00
2024-02-14 08:04:47+00:00
NONE
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### Describe the bug Cannot be imported on Google Colab, the import throws the following error: ValueError: pyarrow.lib.IpcWriteOptions size changed, may indicate binary incompatibility. Expected 88 from C header, got 72 from PyObject ### Steps to reproduce the bug 1. `! pip install -U datasets` 2. `import dataset...
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6,660
Automatic Conversion for uint16/uint32 to Compatible PyTorch Dtypes
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2024-02-13 10:24:33+00:00
2024-03-01 19:01:57+00:00
2024-03-01 18:52:37+00:00
CONTRIBUTOR
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This PR addresses an issue encountered when utilizing uint16 or uint32 datatypes with datasets, followed by attempting to convert these datasets into PyTorch-compatible formats. Currently, doing so results in a TypeError due to incompatible datatype conversion, as illustrated by the following example: ```python from ...
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6,659
Change default compression argument for JsonDatasetWriter
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2024-02-11 23:49:07+00:00
2024-03-01 17:51:50+00:00
2024-03-01 17:44:55+00:00
CONTRIBUTOR
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Change default compression type from `None` to "infer", to align with pandas' defaults. Documentation asks the user to supply `to_json_kwargs` with arguments suitable for pandas' `to_json` method. At the same time, while pandas' by default uses ["infer"](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame....
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[Resumable IterableDataset] Add IterableDataset state_dict
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2024-02-11 20:35:52+00:00
2024-10-01 10:19:38+00:00
2024-06-03 19:15:39+00:00
MEMBER
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A simple implementation of a mechanism to resume an IterableDataset. It works by restarting at the latest shard and skip samples. It provides fast resuming (though not instantaneous). Example: ```python from datasets import Dataset, concatenate_datasets ds = Dataset.from_dict({"a": range(5)}).to_iterable_d...
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6,657
Release not pushed to conda channel
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2024-02-11 20:05:17+00:00
2024-03-06 15:06:22+00:00
2024-03-06 15:06:22+00:00
NONE
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### Describe the bug The github actions step to publish the release 2.17.0 to conda channel has failed due to expired token. Can some one please update the anaconda token rerun the failed action? @albertvillanova ? ![image](https://github.com/huggingface/datasets/assets/7138162/1b56ad3d-7643-4778-9cce-4bf531717700...
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Error when loading a big local json file
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2024-02-09 15:14:21+00:00
2024-11-29 10:06:57+00:00
NaT
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### Describe the bug When trying to load big json files from a local directory, `load_dataset` throws the following error ``` Traceback (most recent call last): File "/miniconda3/envs/conda-env/lib/python3.10/site-packages/datasets/builder.py", line 1989, in _prepare_split_single writer.write_table(table) ...
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Cannot load the dataset go_emotions
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2024-02-09 12:15:39+00:00
2024-02-12 09:35:55+00:00
NaT
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### Describe the bug When I run the following code I get an exception; `go_emotions = load_dataset("go_emotions")` > AttributeError Traceback (most recent call last) Cell In[6], [line 1](vscode-notebook-cell:?execution_count=6&line=1) ----> [1](vscode-notebook-cell:?execution_count=6&l...
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Batched dataset map throws exception that cannot cast fixed length array to Sequence
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2024-02-12 08:26:53+00:00
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### Describe the bug I encountered a TypeError when batch processing a dataset with Sequence features in datasets package version 2.16.1. The error arises from a mismatch in handling fixed-size list arrays during the map function execution. Debugging pinpoints the issue to an if-statement in datasets/table.py, line 20...
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Set dev version
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Release: 2.17.0
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2024-02-09 09:25:01+00:00
2024-02-09 10:11:48+00:00
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6,651
Slice splits support for datasets.load_from_disk
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2024-02-09 08:00:21+00:00
2024-06-14 14:42:46+00:00
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### Feature request Support for slice splits in `datasets.load_from_disk`, similar to how it's already supported for `datasets.load_dataset`. ### Motivation Slice splits are convienient in a numer of cases - adding support to `datasets.load_from_disk` would make working with local datasets easier and homogeniz...
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6,650
AttributeError: 'InMemoryTable' object has no attribute '_batches'
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2024-02-08 17:11:26+00:00
2024-02-21 00:34:41+00:00
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### Describe the bug ``` Traceback (most recent call last): File "finetune.py", line 103, in <module> main(args) File "finetune.py", line 45, in main data_tokenized = data.map(partial(funcs.tokenize_function, tokenizer, File "/opt/conda/envs/ptca/lib/python3.8/site-packages/datasets/dataset_dict....
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Minor multi gpu doc improvement
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2024-02-08 11:17:24+00:00
2024-02-08 11:23:35+00:00
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just added torch.no_grad and eval()
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Document usage of hfh cli instead of git
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(basically the same content as the hfh upload docs, but adapted for datasets)
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Update loading.mdx to include "jsonl" file loading.
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* A small update to the documentation, noting the ability to load jsonl files.
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Better multi-gpu example
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2024-02-07 14:15:01+00:00
2024-02-09 17:43:32+00:00
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Use Qwen1.5-0.5B-Chat as an easy example for multi-GPU the previous example was using a model for translation and the way it was setup was not really the right way to use the model.
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Support fsspec 2024.2
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2024-02-07 12:45:29+00:00
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Support fsspec 2024.2. First, we should address: - #6644
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Support fsspec 2023.12
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Support fsspec 2023.12 by handling previous and new glob behavior.
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I_kwDODunzps5-b4n_
6,643
Faiss GPU index cannot be serialised when passed to trainer
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2024-02-06 16:41:00+00:00
2024-02-15 10:29:32+00:00
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### Describe the bug I am working on a retrieval project and encountering I have encountered two issues in the hugging face faiss integration: 1. I am trying to pass in a dataset with a faiss index to the Huggingface trainer. The code works for a cpu faiss index, but doesn't for a gpu one, getting error: ``` ...
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I_kwDODunzps5-Tq7G
6,642
Differently dataset object saved than it is loaded.
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2024-02-05 17:28:57+00:00
2024-02-06 09:50:19+00:00
2024-02-06 09:50:19+00:00
NONE
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### Describe the bug Differently sized object is saved than it is loaded. ### Steps to reproduce the bug Hi, I save dataset in a following way: ``` dataset = load_dataset("json", data_files={ "train": os.path.join(input_folder, f"{task_met...
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6,641
unicodedecodeerror: 'utf-8' codec can't decode byte 0xac in position 25: invalid start byte
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2024-02-04 08:49:31+00:00
2024-02-06 09:26:07+00:00
2024-02-06 09:11:45+00:00
NONE
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### Describe the bug unicodedecodeerror: 'utf-8' codec can't decode byte 0xac in position 25: invalid start byte ### Steps to reproduce the bug ``` import sys sys.getdefaultencoding() 'utf-8' from datasets import load_dataset print(f"Train dataset size: {len(dataset['train'])}") print(f"Test datase...
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2,115,864,531
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6,640
Sign Language Support
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2024-02-02 21:54:51+00:00
2024-02-02 21:54:51+00:00
NaT
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### Feature request Currently, there are only several Sign Language labels, I would like to propose adding all the Signed Languages as new labels which are described in this ISO standard: https://www.evertype.com/standards/iso639/sign-language.html ### Motivation Datasets currently only have labels for several signe...
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Run download_and_prepare if missing splits
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2024-02-02 10:36:49+00:00
2024-02-06 16:54:22+00:00
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A first step towards https://github.com/huggingface/datasets/issues/6529
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6,638
Cannot download wmt16 dataset
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2024-02-01 19:41:42+00:00
2024-02-01 20:07:29+00:00
2024-02-01 20:07:29+00:00
NONE
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### Describe the bug As of this morning (PST) 2/1/2024, seeing the wmt16 dataset is missing from opus , could you suggest an alternative? ``` Downloading data files: 0%| | 0/4 [00:00<?, ?it/s]Tra...
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2,113,025,975
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6,637
'with_format' is extremely slow when used together with 'interleave_datasets' or 'shuffle' on IterableDatasets
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2024-02-01 17:16:54+00:00
2025-09-18 16:37:11+00:00
2025-09-18 16:37:11+00:00
NONE
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### Describe the bug If you: 1. Interleave two iterable datasets together with the interleave_datasets function, or shuffle an iterable dataset 2. Set the output format to torch tensors with .with_format('torch') Then iterating through the dataset becomes over 100x slower than it is if you don't apply the torch...
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PR_kwDODunzps5lm4zI
6,636
Faster column validation and reordering
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2024-01-31 19:08:28+00:00
2024-02-07 19:39:00+00:00
2024-02-06 23:03:38+00:00
CONTRIBUTOR
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I work with bioinformatics data and often these tables have thousands and even tens of thousands of features. These tables are also accompanied by metadata that I do not want to pass in the model. When I perform `set_format('pt', columns=large_column_list)` , it can take several minutes before it finishes. The culprit ...
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Fix missing info when loading some datasets from Parquet export
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2024-01-31 17:55:21+00:00
2024-02-07 16:48:55+00:00
2024-02-07 16:41:04+00:00
MEMBER
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Fix getting the info for script-based datasets with Parquet export with a single config not named "default". E.g. ```python from datasets import load_dataset_builder b = load_dataset_builder("bookcorpus") print(b.info.features) # should print {'text': Value(dtype='string', id=None)} ``` I fixed this by ...
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Support data_dir parameter in push_to_hub
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2024-01-31 14:37:36+00:00
2024-02-05 10:32:49+00:00
2024-02-05 10:26:40+00:00
MEMBER
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Support `data_dir` parameter in `push_to_hub`. This allows users to organize the data files according to their specific needs. For example, "wikimedia/wikipedia" files could be organized by year and/or date, e.g. "2024/20240101/20240101.en".
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dataset viewer requires no-script
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2024-01-31 13:41:54+00:00
2024-01-31 14:05:04+00:00
2024-01-31 13:59:01+00:00
COLLABORATOR
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2,108,541,678
PR_kwDODunzps5lfPuk
6,632
Fix reload cache with data dir
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2024-01-30 18:52:23+00:00
2024-02-06 17:27:35+00:00
2024-02-06 17:21:24+00:00
MEMBER
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The cache used to only check for the latest cache directory with a given config_name, but it was wrong (e.g. `default-data_dir=data%2Ffortran-data_dir=data%2Ffortran` instead of `default-data_dir=data%2Ffortran`) I fixed this by not passing the `config_kwargs` to the parent Builder `__init__`, and passing the config...
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PR_kwDODunzps5lcu9A
6,631
Fix filelock: use current umask for filelock >= 3.10
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2024-01-30 12:56:01+00:00
2024-01-30 15:34:49+00:00
2024-01-30 15:28:37+00:00
MEMBER
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reported in https://github.com/huggingface/evaluate/issues/542 cc @stas00 @williamberrios close https://github.com/huggingface/datasets/issues/6589
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2,106,478,275
PR_kwDODunzps5lYPi3
6,630
Bump max range of dill to 0.3.8
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2024-01-29 21:35:55+00:00
2024-01-30 16:19:45+00:00
2024-01-30 15:12:25+00:00
NONE
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Release on Jan 27, 2024: https://pypi.org/project/dill/0.3.8/#history
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2,105,774,482
PR_kwDODunzps5lV0aF
6,629
Support push_to_hub without org/user to default to logged-in user
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2024-01-29 15:36:52+00:00
2024-02-05 12:35:43+00:00
2024-02-05 12:29:36+00:00
MEMBER
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This behavior is aligned with: - the behavior of `datasets` before merging #6519 - the behavior described in the corresponding docstring - the behavior of `huggingface_hub.create_repo` Revert "Support push_to_hub canonical datasets (#6519)" - This reverts commit a887ee78835573f5d80f9e414e8443b4caff3541. Fix...
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6,628
Make CLI test support multi-processing
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2024-01-29 15:30:09+00:00
2024-02-05 10:29:20+00:00
2024-02-05 10:23:13+00:00
MEMBER
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Support passing `--num_proc` to CLI test. This was really useful recently to run the command on `pubmed`: https://huggingface.co/datasets/pubmed/discussions/11
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6,627
Disable `tqdm` bars in non-interactive environments
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2024-01-29 15:18:21+00:00
2024-01-29 15:47:34+00:00
2024-01-29 15:41:32+00:00
COLLABORATOR
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Replace `disable=False` with `disable=None` in the `tqdm` bars to disable them in non-interactive environments (by default). For more info, see a [similar PR](https://github.com/huggingface/huggingface_hub/pull/2000) in `huggingface_hub`.
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6,626
Raise error on bad split name
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2024-01-29 13:17:41+00:00
2024-01-29 15:18:25+00:00
2024-01-29 15:12:18+00:00
MEMBER
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e.g. dashes '-' are not allowed in split names This should add an error message on datasets with unsupported split names like https://huggingface.co/datasets/open-source-metrics/test cc @AndreaFrancis
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6,624
How to download the laion-coco dataset
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2024-01-28 03:56:05+00:00
2024-02-06 09:43:31+00:00
2024-02-06 09:43:31+00:00
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The laion coco dataset is not available now. How to download it https://huggingface.co/datasets/laion/laion-coco
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