End of training

README.md

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+---
+license: other
+base_model: deepseek-ai/deepseek-coder-1.3b-base
+tags:
+- trl
+- dpo
+- generated_from_trainer
+datasets:
+- generator
+model-index:
+- name: dpo5k2
+  results: []
+---
+
+<!-- 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/dpo5k2)
+# dpo5k2
+
+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.
+It achieves the following results on the evaluation set:
+- Loss: 6.1354
+- Rewards/chosen: -37.3199
+- Rewards/rejected: -114.4451
+- Rewards/accuracies: 0.7599
+- Rewards/margins: 77.1251
+- Logps/rejected: -1316.1266
+- Logps/chosen: -541.0429
+- Logits/rejected: -13.2895
+- Logits/chosen: -11.3220
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.001
+- train_batch_size: 2
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 64
+- total_train_batch_size: 128
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 200
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
+|:-------------:|:------:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
+| 0.147         | 2.5744 | 100  | 6.1354          | -37.3199       | -114.4451        | 0.7599             | 77.1251         | -1316.1266     | -541.0429    | -13.2895        | -11.3220      |
+
+
+### Framework versions
+
+- Transformers 4.43.0.dev0
+- Pytorch 2.2.2+cu121
+- Datasets 2.19.2
+- Tokenizers 0.19.1

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 32013,
+  "eos_token_id": 32014,
+  "transformers_version": "4.43.0.dev0"
+}