Update README.md (#1)
Browse files- Update README.md (ca26a7f30153690b95ecad460c56254493a59cb8)
Co-authored-by: FARDIN <[email protected]>
README.md
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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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- gguf
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language:
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- en
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metrics:
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- accuracy
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- character
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library_name: adapter-transformers
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---
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- **License:** LLAMA 3.2 License
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# Diet LLaMA - Nutrition-Focused Language Model
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A specialized LLaMA model fine-tuned for diet, nutrition and healthy eating recommendations, built with Unsloth acceleration.
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## Model Details
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- **Base Model:** unsloth/llama-3.2-3b-instruct-bnb-4bit
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- **Developer:** sfardin
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- **License:** LLAMA 3.2 License
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- **Languages:** English
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- **Framework:** adapter-transformers
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## Key Features
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- Optimized for diet and nutrition domain knowledge
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- 2x faster training using Unsloth optimization
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- 4-bit quantization for efficient deployment
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- Built on Huggingface's TRL library
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## Training
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This model was fine-tuned using:
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- Nutritional information datasets
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- Dietary guidelines and recommendations
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- Meal planning and recipe data
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- Health and wellness content
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## Metrics
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The model's performance is evaluated on:
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- Accuracy of nutritional information
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- Character-level prediction quality
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- Domain-specific knowledge validation
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## Usage
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The model can be used for:
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- Personalized diet recommendations
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- Nutritional information lookup
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- Meal planning assistance
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- Healthy eating guidance
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## Acknowledgments
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Built with ❤️ using [Unsloth](https://github.com/unslothai/unsloth) optimization
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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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## 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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- gguf
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