Update README.md

README.md

@@ -8,14 +8,29 @@ tags:
 license: apache-2.0
 language:
 - en
+datasets:
+- reedmayhew/claude-3.7-sonnet-reasoning
 ---
 
-# Uploaded finetuned  model
+# 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
-- **License:** apache-2.0
-- **Finetuned from model :** unsloth/gemma-3-12b-it-unsloth-bnb-4bit
+- **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.
 
-This gemma3 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
+## 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.
 
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+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)