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--- |
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base_model: unsloth/gemma-2-9b-bnb-4bit |
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language: |
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- en |
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license: apache-2.0 |
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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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- gemma2 |
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- trl |
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- sft |
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datasets: |
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- yahma/alpaca-cleaned |
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--- |
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# Uploaded model |
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- **Developed by:** NotAiLOL |
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- **License:** apache-2.0 |
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- **Finetuned from model :** unsloth/gemma-2-9b-bnb-4bit |
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This gemma2 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. |
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# Details |
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This model is fine tuned from unsloth/gemma-2-9b-bnb-4bit on the alpaca-cleaned dataset using the **QDoRA** method. |
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This model achieved a loss of 0.817200 on the alpaca-cleaned dataset after step 120. |
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This model follows the alpaca prompt: |
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``` |
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Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request. |
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### Instruction: |
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{} |
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### Input: |
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{} |
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### Response: |
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{} |
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``` |
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## Training |
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This model is trained on a single Tesla T4 GPU. |
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- 2047.6215 seconds used for training. |
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- 34.13 minutes used for training. |
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- Peak reserved memory = 9.562 GB. |
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- Peak reserved memory for training = 2.216 GB. |
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- Peak reserved memory % of max memory = 64.836 %. |
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- Peak reserved memory for training % of max memory = 15.026 %. |
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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) |
