BloomVN-8B-chat

BlossomsAI/BloomVN-8B-chat

BloomVN-8B-chat is a machine learning model from BlossomsAI. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.

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Downloads · 30 days

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Parameters

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17.1 GB on disk

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Public

Hugging Face

Repo makeup

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.safetensors17.1 GB · 100%

At a glance

License: mit
Model type: qwen2
Access: Public
Created: Dec 16, 2024
Updated: Apr 23, 2025
SHA: 3c05b4ef

Base models

sail/Sailor2-8B-Chat

Model card

From the Hugging Face model README

🌟 BloomVN-8B-chat 🌟

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A fine-tuned multilingual model for Vietnamese language

📋 Overview

A bilingual text generation model with strong capabilities in both Vietnamese and English languages.
This base model can handle a wide range of text generation tasks while maintaining high quality output in both languages, making it particularly valuable for Vietnamese-English content creation and language processing applications.

🔧 Method

The training process consists of three main steps:

Continuous Pre-training (CPT) from Sailor2-8B-Chat using unsloth
Fine-tuning with Vietnamese instruction dataset
Applied refusal direction tuning based on "Refusal in LLMs is Mediated by a Single Direction"

📊 VLMU Benchmark

EVALUATION DATE	STEM 🔬	SOCIAL SCIENCE 🌍	HUMANITIES 📚	OTHERS 🎯	AVG ⭐
07/02/2025	50.72	62.81	60.47	55.4	56.56

💫 Quantization

Coming Soon!

🤝 Contributors

Developed with ❤️ by BlossomAI

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

Type: qwen2
License: mit
Languages: vi
Created: Dec 16, 2024
Updated: Apr 23, 2025