README.md

---
license: mit
pipeline_tag: text-generation
tags:
- cortex.cpp
---
## Overview

**Qwen Labs** developed and released the [Qwen2.5-Coder](https://huggingface.co/Qwen) model, a state-of-the-art language model tailored for code generation, understanding, and completion tasks. Featuring a 2.5B parameter dense Transformer architecture, Qwen2.5-Coder is designed to assist developers and researchers by generating high-quality code snippets, providing algorithm explanations, and completing coding prompts with accuracy. The model was trained on a diverse blend of programming languages and frameworks using carefully filtered code datasets to ensure precision and relevance. It leverages advanced fine-tuning techniques and rigorous safety measures to optimize instruction adherence and deliver reliable, contextually aware outputs. Released in November 2024, Qwen2.5-Coder offers an effective tool for software development, academic research, and programming education.

## Variants

| No | Variant | Cortex CLI command |
| --- | --- | --- |
| 1 | [gguf](https://huggingface.co/cortexso/qwen2.5-coder/tree/main) | `cortex run qwen2.5-coder` |

## Use it with Jan (UI)

1. Install **Jan** using [Quickstart](https://jan.ai/docs/quickstart)
2. Use in Jan model Hub:
    ```text
    cortexso/qwen2.5-coder
    ```

## Use it with Cortex (CLI)

1. Install **Cortex** using [Quickstart](https://cortex.jan.ai/docs/quickstart)
2. Run the model with command:
    ```bash
    cortex run qwen2.5-coder
    ```

## Credits

- **Author:** Qwen Labs
- **Converter:** [Homebrew](https://www.homebrew.ltd/)
- **Original License:** [License](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct/blob/main/LICENSE)
- **Papers:** [Qwen2.5-Coder Technical Report](https://arxiv.org/abs/2409.12186)