metadata
license: apache-2.0
language:
- en
base_model:
- meta-llama/Llama-3.2-3B-Instruct
tags:
- biology
- diet
- wellness
Diet LLaMA - Nutrition-Focused Language Model
A specialized LLaMA model fine-tuned for diet, nutrition and healthy eating recommendations, built with Unsloth acceleration.
Model Details
- Base Model: unsloth/llama-3.2-3b-instruct-bnb-4bit
- Developer: sfardin
- License: LLAMA 3.2 License
- Languages: English
- Framework: adapter-transformers
Key Features
- Optimized for diet and nutrition domain knowledge
- 2x faster training using Unsloth optimization
- 4-bit quantization for efficient deployment
- Built on Huggingface's TRL library
Training
This model was fine-tuned using:
- Nutritional information datasets
- Dietary guidelines and recommendations
- Meal planning and recipe data
- Health and wellness content
Metrics
The model's performance is evaluated on:
- Accuracy of nutritional information
- Character-level prediction quality
- Domain-specific knowledge validation
Usage
The model can be used for:
- Personalized diet recommendations
- Nutritional information lookup
- Meal planning assistance
- Healthy eating guidance
Acknowledgments
Built with ❤️ using Unsloth optimization
Tags
- text-generation-inference
- transformers
- unsloth
- llama
- gguf