---
base_model: unsloth/qwen2.5-14b-bnb-4bit
tags:
- text-generation-inference
- transformers
- unsloth
- qwen2
- trl
- sft
license: apache-2.0
language:
- en
datasets:
- qingy2024/QwQ-LongCoT-Verified-130K
---

# Uploaded  model

- **Developed by:** qingy2024
- **License:** apache-2.0
- **Finetuned from model :** unsloth/qwen2.5-14b-bnb-4bit

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.

**Note:** This model uses the standard ChatML template.

At 500 steps, the loss was plateauing so I decided to stop training to prevent excessive overfitting.

---

#### Training Details

- **Base Model**: Qwen 2.5-14B
- **Fine-Tuning Dataset**: Verified subset of **NuminaMathCoT** using Qwen 2.5 3B Instruct as a judge. (the `sharegpt-verified-cleaned` subset from my dataset).
- **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
- **Hardware Information**: A100-80GB

---


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