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--- |
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language: |
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- fr |
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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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- llama |
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- summarizer |
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- lora |
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base_model: unsloth/llama-2-7b-chat-bnb-4bit |
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--- |
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# Uploaded as lora model |
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- **Developed by:** Labagaite |
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- **License:** apache-2.0 |
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- **Finetuned from model :** unsloth/llama-2-7b-chat-bnb-4bit |
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# Training Logs |
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## Summary metrics |
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### Best ROUGE-1 score : **0.007804878048780488** |
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### Best ROUGE-2 score : **0** |
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### Best ROUGE-L score : **0.005853658536585366** |
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## Wandb logs |
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You can view the training logs [<img src="https://raw.githubusercontent.com/wandb/wandb/main/docs/README_images/logo-light.svg" width="200"/>](https://wandb.ai/william-derue/LLM-summarizer_trainer/runs/9wgdnwzd). |
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## Training details |
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### training data |
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- Dataset : [fr-summarizer-dataset](https://huggingface.co/datasets/Labagaite/fr-summarizer-dataset) |
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- Data-size : 7.65 MB |
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- train : 1.97k rows |
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- validation : 440 rows |
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- roles : user , assistant |
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- Format chatml "role": "role", "content": "content", "user": "user", "assistant": "assistant" |
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<br> |
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*French audio podcast transcription* |
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# Project details |
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[<img src="https://avatars.githubusercontent.com/u/116890814?v=4" width="100"/>](https://github.com/WillIsback/Report_Maker) |
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Fine-tuned on French audio podcast transcription data for summarization task. As a result, the model is able to summarize French audio podcast transcription data. |
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The model will be used for an AI application: [Report Maker](https://github.com/WillIsback/Report_Maker) wich is a powerful tool designed to automate the process of transcribing and summarizing meetings. |
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It leverages state-of-the-art machine learning models to provide detailed and accurate reports. |
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This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. |
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This llama was trained with [LLM summarizer trainer](images/Llm_Summarizer_trainer_icon-removebg.png) |
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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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**LLM summarizer trainer** |
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[<img src="images/Llm_Summarizer_trainer_icon-removebg.png" width="150"/>](https://github.com/WillIsback/LLM_Summarizer_Trainer) |
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