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--- |
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language: |
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- ko |
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tags: |
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- llama-2 |
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- instruct |
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- instruction |
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pipeline_tag: text-generation |
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license: llama2 |
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datasets: |
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- beomi/KoAlpaca-v1.1a |
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- kyujinpy/KOpen-platypus |
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--- |
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# Llama-2-ko-instruct-13B |
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### Model Details |
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- Base Model: [LLaMA-2-koen-13B](https://huggingface.co/beomi/llama-2-koen-13b) |
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### Datasets |
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- Added some English to Korean translation data based on the KOpen-platypus and KoAlpaca datasets. Translations utilized AWS blog content that I translated myself. |
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- Extracted only sentences longer than 100 characters and removed similar sentences with KoSimCSE (daekeun-ml/KoSimCSE-supervised-kobigbird-roberta-large) |
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- 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. |
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### License |
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- Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License, under LLAMA 2 COMMUNITY LICENSE AGREEMENT |
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This model was created as a personal experiment, unrelated to the organization I work for. |
