Qwen2.5-Coder-1.5B-Instruct-Reasoning

This repository provides everything you need to perform Supervised Fine-Tuning (SFT) of the Qwen2.5-Coder-1.5B-Instruct model—or any of its larger variants (7B, 14B, 32B)—on the Qwen Models, using the nvidia/OpenCodeReasoning dataset.

Note: If you would like to contribute to this repository, please read the CONTRIBUTING file under the Documentation section first.

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Table of Contents

• Prerequisites
• Installation
• Demo
• Inference
• File Structure
• Documentation
• License
• Links
• Team
• Contact
• Citation

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Prerequisites

• 1x NVIDIA GeForce RTX 3060 (min 12GB GPU)

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Installation

Ubuntu

sudo apt update -y && sudo apt upgrade -y

git clone https://github.com/bunyaminergen/Qwen2.5-Coder-1.5B-Instruct-Reasoning

cd Qwen2.5-Coder-1.5B-Instruct-Reasoning

conda env create -f environment.yaml

conda activate Qwen2.5-Coder-1.5B-Instruct-Reasoning

pip install flash-attn --no-build-isolation

python main.py

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Demo

• bunyaminergen/Qwen2.5-Coder-1.5B-Instruct-Reasoning

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Inference

• bunyaminergen/Qwen2.5-Coder-1.5B-Instruct-Reasoning

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File Structure

.
├── .docs
│   └── documentation
│       ├── CONFIG.md
│       ├── CONTRIBUTING.md
│       └── RESOURCES.md
├── environment.yaml
├── .github
│   └── CODEOWNERS
├── .gitignore
├── LICENSE
├── main.py
├── README.md
├── requirements.txt
└── src
    ├── config
    │   └── config.yaml
    ├── model
    │   └── core.py
    ├── process
    │   └── train.py
    └── utils
        ├── common
        │   └── helpers.py
        ├── data
        │   └── manager.py
        ├── log
        │   └── manager.py
        └── type
            └── schema.py

13 directories, 17 files

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Documentation

• CONFIG
• RESOURCES
• CONTRIBUTING

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Licence

• LICENSE

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Links

• Github
• Website
• Linkedin

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Team

• Bunyamin Ergen

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Contact

• Mail

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Reference

Dataset

• nvidia/OpenCodeReasoning

Base Model

• Qwen/Qwen2.5-Coder-1.5B-Instruct

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Citation

@software{       Qwen2.5-Coder-1.5B-Instruct-Reasoning,
  author       = {Bunyamin Ergen},
  title        = {{Qwen2.5-Coder-1.5B-Instruct-Reasoning}},
  year         = {2025},
  month        = {04},
  url          = {https://github.com/bunyaminergen/Qwen2.5-Coder-1.5B-Instruct-Reasoning},
}

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