| --- |
| license: mit |
| language: |
| - fr |
| base_model: |
| - google/gemma-2-2b-it |
| pipeline_tag: translation |
| --- |
| |
| # Model Card for Model ID |
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| kAIra-gemma-2-2b is a finetuned version of google/gemma-2-2b-it can be used in French to translate any text into a slang version of it. |
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| ## Model Details |
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| ### Model Description |
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| <!-- Provide a longer summary of what this model is. --> |
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| - **Developed by:** Sébastien Fischman |
| - **Funded by [optional]:** None |
| - **Shared by [optional]:** Sébastien Fischman |
| - **Model type:** [More Information Needed] |
| - **Language(s) (NLP):** French |
| - **License:** MIT |
| - **Finetuned from model [optional]:** google/gemma-2-2b-it |
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| ### Model Sources [optional] |
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| <!-- Provide the basic links for the model. --> |
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| - **Repository:** https://www.kaggle.com/code/optimo/kaira-adapting-gemma2-to-local-slang-french/ |
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| ## Uses |
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| This model is a toy example to showcase how to teach an LLM French slang, it can be used to generate funny translation in argot. |
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| ## Bias, Risks, and Limitations |
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| Since the model is trained to translate in slang, some generated content can be considered offensive or inappropriate. |
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| ### Recommendations |
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| <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. --> |
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| Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations. |
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| ## How to Get Started with the Model |
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| Use the code from Kaggle here : https://www.kaggle.com/code/optimo/kaira-adapting-gemma2-to-local-slang-french/ |
| Or use the HF Space: Coming |
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| [More Information Needed] |
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| ## Training Details |
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| ### Training Data |
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| https://www.kaggle.com/datasets/optimo/french-kaira-training |
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| ### Training Procedure |
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| Training code is fully accesible here: https://www.kaggle.com/code/optimo/kaira-adapting-gemma2-to-local-slang-french/ |
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| #### Training Hyperparameters |
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| - **Training regime:** bf16 |
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| [More Information Needed] |
| ### Framework versions |
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| - PEFT 0.14.0 |
