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iljoo-chatbot-8b-test

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Base model

MLP-KTLim/llama-3-Korean-Bllossom-8B

Dataset

  1. AIHub : ํ•œ๊ตญ์–ด ์„ฑ๋Šฅ์ด ๊ฐœ์„ ๋œ ์ดˆ๊ฑฐ๋Œ€ AI ์–ธ์–ด๋ชจ๋ธ ๊ฐœ๋ฐœ ๋ฐ ๋ฐ์ดํ„ฐ
    • ๋ฐ์ดํ„ฐ ์†Œ๊ฐœ : ํ•œ๊ตญ์–ด ๋ง๋ญ‰์น˜ ๋ฐ์ดํ„ฐ 20์–ต ์–ด์ ˆ/310๋งŒ ๊ฑด๊ณผ RLHF ๋ฐ์ดํ„ฐ 7๋งŒ 7์ฒœ๊ฑด์œผ๋กœ ๊ตฌ์„ฑ ๋จ
    • RLHF ๋ฐ์ดํ„ฐ > SFT ๋ฐ์ดํ„ฐ 10,579๊ฐœ ๋ฐ์ดํ„ฐ ํ™œ์šฉ
  2. ์žฌ์ •์ •๋ณด AI ๊ฒ€์ƒ‰ ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๊ฒฝ์ง„๋Œ€ํšŒ ๋ฐ์ดํ„ฐ
    • ๋ฐ์ดํ„ฐ ์†Œ๊ฐœ : ์ค‘์•™์ •๋ถ€ ์žฌ์ • ์ •๋ณด ๊ด€๋ จ ์งˆ์˜ ์‘๋‹ต ๋ฐ์ดํ„ฐ
    • train dataset : 498๊ฐœ ๋ฐ์ดํ„ฐ ํ™œ์šฉ

Data structure

  • Data format
    • {instruction:, response:}

Parameter

[2024.10.24]

  • QLoRA : Rank 4
  • max_length : 512
  • Epoch : 10
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Model tree for iljoo/iljoo-chatbot-8b-test

Base model

meta-llama/Meta-Llama-3-8B
Finetuned
MLP-KTLim/llama-3-Korean-Bllossom-8B
Finetuned
(25)
this model

Dataset used to train iljoo/iljoo-chatbot-8b-test