---
base_model: unsloth/gemma-3-12b-it-unsloth-bnb-4bit
tags:
- text-generation-inference
- transformers
- unsloth
- gemma3
license: apache-2.0
language:
- en
datasets:
- reedmayhew/claude-3.7-sonnet-reasoning
---

# Uploaded Model

## Overview
This model is a Gemma 3 12B variant specifically fine-tuned using reasoning data from Claude 3.7 Sonnet. The goal was to integrate Claude's acclaimed reasoning capabilities within a powerful, open-source architecture like Gemma.

## Technical Details
- **Developed by:** reedmayhew
- **Base Model:** google/gemma-3-12b
- **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 enables the model to potentially demonstrate superior logical reasoning, complex problem-solving, and analytical thinking compared to the standard Gemma 3 model, while remaining accessible and open-source.

## Usage Notes
While this model incorporates some of Claude's reasoning strengths, it remains a derivative built on Gemma architecture. Users should thoroughly evaluate its performance for specific tasks and applications.

This Gemma 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)