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Ash-Hun/WelSSiSKo_v3_llama-2-ko-base_text-generation

sourceHugging Facellama2updated 3y agoView on Hugging Face
1likes8downloads
Model Card

<div align='center'> <img src="https://cdn-uploads.huggingface.co/production/uploads/6370a4e53d1bd47a4ebc2120/TQSWE0e3dAO_Ksbb8b5Xd.png" width='45%'/> <h1>"WelSSiSKo : Welfare Domain Specific Model"</h1> </div>


Github โ–ผ

If you want to get how to use this model, please check my github repository :)

๐Ÿ‘‰ Github Repo

![Open In Colab](https://colab.research.google.com/github/ash-hun/WelSSISKo/blob/main/WelSSiSKo_Inference.ipynb)

What is BaseModel โ–ผ

๐Ÿ‘‰ beomi/llama-2-ko-7b

Training procedure โ–ผ

The following bitsandbytes quantization config was used during training:

  • โ€”load_in_4bit: True
  • โ€”bnb_4bit_quant_type: nf4
  • โ€”bnb_4bit_use_double_quant: False
  • โ€”bnb_4bit_compute_dtype: float16

Framework versions โ–ผ

  • โ€”PEFT 0.8.2.

Evaluate Score

  • โ€”์ ์ ˆํ•œ Domain Benchmark Set์ด ์—†๊ธฐ๋•Œ๋ฌธ์— ์ •์„ฑํ‰๊ฐ€๋ฅผ ์ง„ํ–‰ํ•˜์˜€๊ณ  ๊ทธ์— ๋”ฐ๋ฅธ AVG Score๋Š” 0.74 ์ž…๋‹ˆ๋‹ค.

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