---
license: apache-2.0
language:
- en
base_model:
- meta-llama/Llama-3.2-3B-Instruct
tags:
- biology
- diet
- wellness
---
<a href="https://www.buymeacoffee.com/sfardin"><img src="https://img.buymeacoffee.com/button-api/?text=Buy me an apple&emoji=🍎&slug=sfardin&button_colour=FFDD00&font_colour=000000&font_family=Comic&outline_colour=000000&coffee_colour=ffffff" /></a>
# 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](https://github.com/unslothai/unsloth) optimization

[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)

## Tags
- text-generation-inference
- transformers
- unsloth
- llama
- gguf