Llama-2-ko-instruct-13B
Model Details
- Base Model: LLaMA-2-koen-13B
Datasets
- Added some English to Korean translation data based on the KOpen-platypus and KoAlpaca datasets. Translations utilized AWS blog content that I translated myself.
- Extracted only sentences longer than 100 characters and removed similar sentences with KoSimCSE (daekeun-ml/KoSimCSE-supervised-kobigbird-roberta-large)
- Created category-specific prompts that encourage AI to answer despite hallucination for future RLHF (Reinforcement Learning From Human Feedback) or DPO (Direct Preference Optimization) tuning.
License
- Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License, under LLAMA 2 COMMUNITY LICENSE AGREEMENT
This model was created as a personal experiment, unrelated to the organization I work for.