End of training

README.md

@@ -1,9 +1,7 @@
 ---
-base_model: deepseek-ai/deepseek-coder-1.3b-base
-datasets:
-- generator
-library_name: peft
+library_name: transformers
 license: other
+base_model: deepseek-ai/deepseek-coder-1.3b-base
 tags:
 - trl
 - sft
@@ -16,10 +14,11 @@ model-index:
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 should probably proofread and complete it, then remove this comment. -->
 
-[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/stojchets/huggingface/runs/9nnz3chn)
 # sft6
 
-This model is a fine-tuned version of [deepseek-ai/deepseek-coder-1.3b-base](https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-base) on the generator dataset.
+This model is a fine-tuned version of [deepseek-ai/deepseek-coder-1.3b-base](https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 4.2783
 
 ## Model description
 
@@ -38,25 +37,32 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 5e-05
-- train_batch_size: 8
+- learning_rate: 0.05
+- train_batch_size: 4
 - eval_batch_size: 8
 - seed: 42
-- gradient_accumulation_steps: 16
-- total_train_batch_size: 128
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 32
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_steps: 200
-- num_epochs: 1
+- num_epochs: 4
 
 ### Training results
 
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 7.072         | 0.5776 | 100  | 4.6165          |
+| 4.7006        | 1.1552 | 200  | 5.2319          |
+| 4.877         | 1.7329 | 300  | 4.8986          |
+| 4.92          | 2.3105 | 400  | 4.6126          |
+| 4.7913        | 2.8881 | 500  | 4.7317          |
+| 4.4665        | 3.4657 | 600  | 4.2783          |
 
 
 ### Framework versions
 
-- PEFT 0.10.0
-- Transformers 4.43.0.dev0
-- Pytorch 2.2.2+cu121
+- Transformers 4.45.0
+- Pytorch 2.5.1+cu124
 - Datasets 2.19.2
-- Tokenizers 0.19.1
+- Tokenizers 0.20.3

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 32013,
+  "eos_token_id": 32014,
+  "transformers_version": "4.45.0"
+}

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