---
license: mit
language:
- en
- vi
base_model:
- BlossomsAI/BloomVN-8B-chat
pipeline_tag: text-generation
library_name: transformers
tags:
- conversational
---
<div align="center">
<img src="https://github.com/bloomifycafe/blossomsAI/blob/main/assets/logo.png?raw=true" alt="Logo"/>
</div>
</br>
<div align="center">

# 🌟 BloomVN-8B-Chat-Reasoning

</div>

### A fine-tuned multilingual model for Vietnamese reasoning

## NOTE
- This model is a test version for our new training pipeline. THIS IS NOT SUITABLE FOR PRODUCTION
- The full model will be updated soon.

## 📋 Overview

- A language model with reasoning capability that provides step-by-step reasoning in Vietnamese before delivering answers.
- The model follows a structured XML format with explicit reasoning tags.
- It's designed for educational applications and complex problem-solving tasks in Vietnamese.

## 🔧 Method

- Fine-tuned using Group Relative Policy Optimization (GRPO) with [Unsloth](https://github.com/unslothai/unsloth) for hardware efficiency.
- Employs rule-based reward functions to encourage adherence to Vietnamese XML reasoning format.
- Uses LoRA adaptation on a Vietnamese dataset spanning various task types.


## 💫 Quantization

Coming Soon!

## 🤝 Contributors

Developed with ❤️ by [BlossomAI](https://github.com/BlossomAI)

<p align="left">
<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/made with unsloth.png" width="200" />
</p>

---
<div align="center">
<sub>Star ⭐️ this repo if you find it valuable!</sub>
</div>