Update README.md

README.md

@@ -18,6 +18,25 @@ language:
 - **License:** apache-2.0
 - **Finetuned from model :** unsloth/qwen2.5-14b-bnb-4bit
 
-This qwen2 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
+This model is a fine-tuned version of **Qwen 2.5-14B**, trained on QwQ 32B Preview's responses to questions from the **NuminaMathCoT** dataset.
+
+---
+
+#### Training Details
+
+- **Base Model**: Qwen 2.5-14B
+- **Fine-Tuning Dataset**: Verified subset of **NuminaMathCoT** using Qwen 2.5 3B Instruct as a judge.
+- **QLoRA Configuration**:  
+  - **Rank**: 32  
+  - **Rank Stabilization**: Enabled
+- **Optimization Settings**:  
+  - Batch Size: 8  
+  - Gradient Accumulation Steps: 2 (Effective Batch Size: 16)  
+  - Warm-Up Steps: 5  
+  - Weight Decay: 0.01  
+- **Training Steps**: 500 steps  
+
+---
+
 
 [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)