llama-3-Korean-Bllossom-70B
| Property | Value |
|---|---|
| Parameter Count | 70.6B |
| Base Model | Meta-Llama-3-70B |
| License | Llama3 |
| Languages | Korean, English |
| Papers | Language Model Paper, Vision-Language Paper |
What is llama-3-Korean-Bllossom-70B?
Llama-3-Korean-Bllossom-70B is an advanced bilingual language model developed through collaboration between MLPLab at Seoultech, Teddysum, and Yonsei University. It's built upon Meta's Llama-3 architecture and specifically enhanced for Korean language processing while maintaining strong English capabilities.
Implementation Details
The model has undergone extensive training with over 100GB of Korean text data and features several technical innovations:
- Expanded Korean vocabulary with over 30,000 new tokens
- 25% longer Korean context processing compared to base Llama-3
- Specialized parallel corpus training for Korean-English knowledge alignment
- Cultural-aware fine-tuning with linguist-created datasets
- Reinforcement learning optimization
Core Capabilities
- Bilingual understanding and generation in Korean and English
- Enhanced Korean cultural context comprehension
- Advanced knowledge linking between Korean and English concepts
- Support for commercial applications
- Vision-language alignment capabilities
Frequently Asked Questions
Q: What makes this model unique?
This model stands out for its extensive Korean language optimization, featuring the largest Korean vocabulary expansion in any LLM to date, combined with cultural-aware training and bilingual knowledge alignment.
Q: What are the recommended use cases?
The model is ideal for Korean-English bilingual applications, content generation, translation assistance, and commercial applications requiring strong understanding of Korean cultural context. It's also suitable for vision-language tasks through its multimodal capabilities.
