nlpai-lab/KULLM3
KULLM3 is a 10.7 billion parameter instruction-following language model developed by NLP&AI Lab, fine-tuned from upstage/SOLAR-10.7B-v1.0. It excels in Korean-speaking instruction-following and chat abilities, closely matching the performance of gpt-3.5-turbo in this domain. The model supports both Korean and English, making it suitable for applications requiring robust bilingual conversational AI.
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KULLM3: A Korean-Centric Instruction-Following LLM
KULLM3, developed by NLP&AI Lab, is a 10.7 billion parameter language model specifically designed for advanced instruction-following and fluent chat in Korean. Fine-tuned from upstage/SOLAR-10.7B-v1.0, it demonstrates performance comparable to gpt-3.5-turbo in its ability to understand and respond to instructions.
Key Capabilities
- Strong Korean Instruction Following: KULLM3 is noted as one of the best publicly available Korean-speaking language models for instruction adherence.
- Bilingual Support: The model supports both Korean and English languages.
- Chat-Optimized: It is designed for engaging and fluent conversational interactions.
- System Prompt Integration: Performance is optimized when used with the specific system prompt it was trained with, which defines its persona as an AI chatbot from Korea University's NLP&AI Lab.
Training Details
KULLM3 was trained on a mix of data, including vicgalle/alpaca-gpt4 and over 66,000 Korean instruction examples (both GPT-generated and hand-crafted). The training procedure involved a fixed system prompt to guide its conversational style and ethical guidelines.
Good For
- Applications requiring high-quality Korean instruction-following.
- Building Korean-speaking chatbots and conversational agents.
- Research and development in Korean natural language processing.
Top 3 parameter combinations used by Featherless users for this model. Click a tab to see each config.