---
base_model: unsloth/llama-3.2-1b-instruct
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- gguf
license: apache-2.0
language:
- en
datasets:
- reedmayhew/claude-3.7-sonnet-reasoning
---

# Uploaded Model

## Overview
This model is a Llama 3.2 1B Instruct variant that has been specifically fine-tuned using reasoning data from Claude 3.7 Sonnet. The goal was to leverage Claude's renowned reasoning capabilities within a more accessible, open-source architecture like Llama.

## Technical Details
- **Developed by:** reedmayhew
- **Base Model:** unsloth/llama-3.2-1b-instruct
- **Finetuning Method:** Supervised Fine-Tuning (SFT) using LoRA
- **Training Speed Enhancement:** Trained 2x faster with Unsloth and Huggingface's TRL library

## Training Data
The model was fine-tuned on a dataset derived from:
- reedmayhew/claude-3.7-sonnet-reasoning

This allows the model to potentially exhibit improved logical thinking, problem-solving abilities, and complex reasoning compared to the base Llama 3.2 model while remaining open-source.

## Usage Notes
While this model inherits some of Claude's strenghs in reasoning, it is still a derivative work built on Llama architecture. Users should evaluate its performance carefully for their specific use cases.

This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)