---
language:
- ko
tags:
- llama-2
- instruct
- instruction
pipeline_tag: text-generation
license: llama2
datasets:
- beomi/KoAlpaca-v1.1a
- kyujinpy/KOpen-platypus
---

# Llama-2-ko-instruct-13B

### Model Details
- Base Model: [LLaMA-2-koen-13B](https://huggingface.co/beomi/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.