1. Model Description KONI (KISTI Open Natural Intelligence) is a specialized large language model (LLM) developed by the Korea Institute of Science and Technology Information (KISTI). This model is specifically designed for science and technology, making it highly effective for tasks in these fields. 2. Key Features Specialized in Science and Technology: The model is explicitly trained on a vast and specialized corpus of scientific and technological data. Enhanced Performance: This version of KONI shows significantly improved performance compared to its initial release in December, 2023. Base Model: The base model for KONI Llama3.1 8B Instruct 20241024 is KONI Llama3.1 8B Merged 20240830, which is a merger of Meta Llama 3 8B and KISTI KONI/KONI Llama3.1 8B 20240824 Alignment: SFT (Supervised Fine Tuning) and DPO (Direct Preference Optimization) are applied 3. Data Approximately 11k SFT data and 7k DPO data are used. SFT Data: The SFT data includes both internally generated data and publicly available data on Hugging Face, translated into Korean where necessary. DPO Data: The DPO data consists of translated and curated data from argilla/dpo mix 7k. 4. Benchmark Results The performan…
We use cookies for essential functionality and analytics. You can accept or reject analytics cookies.Cookie policy