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base_model: unsloth/qwen2.5-14b-bnb-4bit |
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tags: |
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- text-generation-inference |
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- transformers |
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- unsloth |
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- qwen2 |
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- trl |
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license: apache-2.0 |
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language: |
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- en |
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--- |
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# Uploaded model |
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- **Developed by:** qingy2019 |
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- **License:** apache-2.0 |
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- **Finetuned from model :** unsloth/qwen2.5-14b-bnb-4bit |
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Huge thanks to Unsloth and the Huggingface TRL library. |
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This model is Qwen 2.5 14B fine tuned for a full epoch on the high quality [garage-bAInd/Open-Platypus](https://huggingface.co/datasets/garage-bAInd/Open-Platypus) dataset for STEM reasoning. |
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| Training Detail | Value | |
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|-------------------------|----------| |
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| Epochs | 1 | |
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| Steps | 2077 | |
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| Loss | 0.4218 | |
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| Batch size | 4 | |
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| Gradient Acc. Steps | 3 | |
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| Learning Rate | 2e-4 | |
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| LR Scheduler | cosine | |
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| Rank | 32 | |
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| Rank-Stabilized LoRA | Yes | |
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| Warm up steps | 5 | |
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| Weight Decay | 0.01 | |
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| Seed | 3407 | |
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<img src="https://raw.githubusercontent.com/qingy1337/Storage/refs/heads/main/loss.svg" height="500"/> |
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth) |
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