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license: mit
datasets:
- BlossomsAI/reduced_vietnamese_instruction_dataset
language:
- en
- vi
base_model:
- sail/Sailor2-8B
---
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<img src="https://github.com/bloomifycafe/blossomsAI/blob/main/assets/logo.png?raw=true" alt="Logo"/>
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# 🌟 BloomVN-8B-instruct

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

## 📋 Overview
 
- This model serves as an experimental implementation of instruction fine-tuning for Vietnamese language processing. Built primarily as a proof-of-concept to test unsloth's training capabilities, it was trained on a limited dataset.

Key characteristics:
- Experimental model focused on Vietnamese language
- Limited training data
- Primary purpose: Testing unsloth's training performance
- Not intended for production use

Note: This is a research prototype meant for evaluating training methodologies rather than practical applications.

## 🔧 Method

- The fine-tuning process was conducted using [unsloth](https://github.com/unslothai/unsloth), with the primary focus on running sample experiments to test the framework's capabilities.


The experimentation involved:
- Using unsloth for model fine-tuning
- Running several basic test samples
- Evaluating training behavior


## 🤝 Contributors

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

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<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/made with unsloth.png" width="200" />
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<sub>Star ⭐️ this repo if you find it valuable!</sub>
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