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@@ -8,21 +8,21 @@ base_model:
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  pipeline_tag: text-generation
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  ---
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- # Model Card for Model ID
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  Gemma2 2b ํ•œ๊ตญ์–ด ๋ฐฉ์–ธ ํ†ต์—ญ๊ธฐ v0.2.0
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- ## Model Description
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  Gemma2 2b ํ•œ๊ตญ์–ด ๋ฐฉ์–ธ ํ†ต์—ญ๊ธฐ๋Š” ํ•œ๊ตญ์–ด ์‚ฌํˆฌ๋ฆฌ๋ฅผ ํ‘œ์ค€์–ด๋กœ ๋ฒˆ์—ญํ•˜๊ฑฐ๋‚˜ ํ‘œ์ค€์–ด๋ฅผ ํ•œ๊ตญ์–ด ์‚ฌํˆฌ๋ฆฌ๋กœ ๋ณ€ํ™˜ํ•˜๋Š” ํ”„๋กœ์ ํŠธ์˜ ์ผํ™˜์œผ๋กœ ๊ฐœ๋ฐœ๋œ ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค.
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  ํ•ด๋‹น ๋ชจ๋ธ์€ Gemma2 2b it ๋ชจ๋ธ์„ QLoRa ๊ธฐ๋ฒ•์œผ๋กœ ํŒŒ์ธํŠœ๋‹ํ•˜์—ฌ ์ œ์ž‘ํ•˜์˜€์Šต๋‹ˆ๋‹ค.
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- ## Uses
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  ์ด ๋ชจ๋ธ์€ ํ•œ๊ตญ์–ด ๋ฐฉ์–ธ์„ ํ‘œ์ค€ ํ•œ๊ตญ์–ด๋กœ ๋ฒˆ์—ญํ•˜๊ฑฐ๋‚˜ ๊ทธ ๋ฐ˜๋Œ€๋กœ ๋ฒˆ์—ญํ•˜๋Š” ๋ฐ ์ง์ ‘ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์Œ์„ฑ ์ธ์‹ ๋ฐ ๋ฒˆ์—ญ ๋„๊ตฌ๋ฅผ ๊ฐœ๋ฐœํ•˜๋Š” ๊ต์œก์ž, ์–ธ์–ดํ•™์ž, ๊ธฐ์ˆ  ๊ฐœ๋ฐœ์ž์—๊ฒŒ ์œ ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
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- ### ์˜ˆ์‹œ
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  | ์ž…๋ ฅ ๋ฌธ์žฅ | ๋ฐฉ์–ธ: ๊ฒŒ๋‚œ ์ € ์–ด๋จธ๋‹ˆ ๋” ๋‚˜์ด ๋จน์–ด๊ฐ€๊ธฐ ์ „์— ์—ฌ๊ธฐ ์™€์•ผ ๋  ๊ฑด๋”” | ํ‘œ์ค€์–ด: ๊ทธ๋Ÿฌ๋‹ˆ๊น ์ € ์–ด๋จธ๋‹ˆ ๋” ๋‚˜์ด ๋จน์–ด๊ฐ€๊ธฐ ์ „์— ์—ฌ๊ธฐ ์™€์•ผ ๋  ๊ฑด๋ฐ |
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  |:--------------------------|:----------------------------------------------------------:|:------------------------------------------:|
@@ -36,13 +36,13 @@ Gemma2 2b ํ•œ๊ตญ์–ด ๋ฐฉ์–ธ ํ†ต์—ญ๊ธฐ๋Š” ํ•œ๊ตญ์–ด ์‚ฌํˆฌ๋ฆฌ๋ฅผ ํ‘œ์ค€์–ด๋กœ ๋ฒˆ
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- ## Bias, Risks, and Limitations | ํ•œ๊ณ„์ 
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  - ์ด ๋ชจ๋ธ์€ ํ˜„์žฌ ์ œ์ฃผ ๋ฐฉ์–ธ์— ์ดˆ์ ์„ ๋งž์ถ˜ ํŠน์ • ๋ฐ์ดํ„ฐ ์„ธํŠธ์— ๋งž์ถฐ ๋ฏธ์„ธ ์กฐ์ •๋˜์—ˆ๊ธฐ ๋•Œ๋ฌธ์— ๋‹ค๋ฅธ ๋ฐฉ์–ธ์ด๋‚˜ ์–ธ์–ด์— ๋Œ€ํ•œ ์„ฑ๋Šฅ์ด ์ œํ•œ๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
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  - ํ–ฅํ›„ ๋ฒ„์ „์—์„œ ๋‹ค์–‘ํ•œ ๋ฐฉ์–ธ์— ๋Œ€ํ•œ ์ง€์›์„ ์ถ”๊ฐ€ํ•  ์˜ˆ์ •์ž…๋‹ˆ๋‹ค.
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- ## How to Get Started with the Model | ์‚ฌ์šฉ๋ฒ•
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  ```
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  import transformers
@@ -101,11 +101,11 @@ print(outputs[0]["generated_text"][-1])
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  # {'role': 'assistant', 'content': '๊ทธ๋Ÿฌ๋‹ˆ๊น ์ € ์–ด๋จธ๋‹ˆ ๋” ๋‚˜์ด ๋จน์–ด๊ฐ€๊ธฐ ์ „์— ์—ฌ๊ธฐ ์™€์•ผ ๋  ๊ฑด๋ฐ'}
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  ```
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- ### Training Data | ์‚ฌ์šฉ ๋ฐ์ดํ„ฐ์…‹
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- [AI_HUB ์ค‘ยท๋…ธ๋…„์ธต ํ•œ๊ตญ์–ด ๋ฐฉ์–ธ ๋ฐ์ดํ„ฐ (์ถฉ์ฒญ๋„, ์ „๋ผ๋„, ์ œ์ฃผ๋„)](https://aihub.or.kr/aihubdata/data/view.do?currMenu=115&topMenu=100&aihubDataSe=data&dataSetSn=71558)
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- ## TODO
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  - ์ถฉ์ฒญ๋„ ๋ฐฉ์–ธ ๋ณ€ํ™˜ ๊ธฐ๋Šฅ (v0.3.0)
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  - ์ „๋ผ๋„ ๋ฐฉ์–ธ ๋ณ€ํ™˜ ๊ธฐ๋Šฅ (v0.4.0)
 
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  pipeline_tag: text-generation
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  ---
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+ # ๐Ÿ“„ Model Card for Model ID
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  Gemma2 2b ํ•œ๊ตญ์–ด ๋ฐฉ์–ธ ํ†ต์—ญ๊ธฐ v0.2.0
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+ ## ๐Ÿ“ Model Description
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  Gemma2 2b ํ•œ๊ตญ์–ด ๋ฐฉ์–ธ ํ†ต์—ญ๊ธฐ๋Š” ํ•œ๊ตญ์–ด ์‚ฌํˆฌ๋ฆฌ๋ฅผ ํ‘œ์ค€์–ด๋กœ ๋ฒˆ์—ญํ•˜๊ฑฐ๋‚˜ ํ‘œ์ค€์–ด๋ฅผ ํ•œ๊ตญ์–ด ์‚ฌํˆฌ๋ฆฌ๋กœ ๋ณ€ํ™˜ํ•˜๋Š” ํ”„๋กœ์ ํŠธ์˜ ์ผํ™˜์œผ๋กœ ๊ฐœ๋ฐœ๋œ ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค.
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  ํ•ด๋‹น ๋ชจ๋ธ์€ Gemma2 2b it ๋ชจ๋ธ์„ QLoRa ๊ธฐ๋ฒ•์œผ๋กœ ํŒŒ์ธํŠœ๋‹ํ•˜์—ฌ ์ œ์ž‘ํ•˜์˜€์Šต๋‹ˆ๋‹ค.
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+ ## ๐Ÿ“š Uses
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  ์ด ๋ชจ๋ธ์€ ํ•œ๊ตญ์–ด ๋ฐฉ์–ธ์„ ํ‘œ์ค€ ํ•œ๊ตญ์–ด๋กœ ๋ฒˆ์—ญํ•˜๊ฑฐ๋‚˜ ๊ทธ ๋ฐ˜๋Œ€๋กœ ๋ฒˆ์—ญํ•˜๋Š” ๋ฐ ์ง์ ‘ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์Œ์„ฑ ์ธ์‹ ๋ฐ ๋ฒˆ์—ญ ๋„๊ตฌ๋ฅผ ๊ฐœ๋ฐœํ•˜๋Š” ๊ต์œก์ž, ์–ธ์–ดํ•™์ž, ๊ธฐ์ˆ  ๊ฐœ๋ฐœ์ž์—๊ฒŒ ์œ ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
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+ ### โœ๏ธ ์˜ˆ์‹œ
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  | ์ž…๋ ฅ ๋ฌธ์žฅ | ๋ฐฉ์–ธ: ๊ฒŒ๋‚œ ์ € ์–ด๋จธ๋‹ˆ ๋” ๋‚˜์ด ๋จน์–ด๊ฐ€๊ธฐ ์ „์— ์—ฌ๊ธฐ ์™€์•ผ ๋  ๊ฑด๋”” | ํ‘œ์ค€์–ด: ๊ทธ๋Ÿฌ๋‹ˆ๊น ์ € ์–ด๋จธ๋‹ˆ ๋” ๋‚˜์ด ๋จน์–ด๊ฐ€๊ธฐ ์ „์— ์—ฌ๊ธฐ ์™€์•ผ ๋  ๊ฑด๋ฐ |
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  |:--------------------------|:----------------------------------------------------------:|:------------------------------------------:|
 
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+ ## โš ๏ธ Bias, Risks, and Limitations | ํ•œ๊ณ„์ 
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  - ์ด ๋ชจ๋ธ์€ ํ˜„์žฌ ์ œ์ฃผ ๋ฐฉ์–ธ์— ์ดˆ์ ์„ ๋งž์ถ˜ ํŠน์ • ๋ฐ์ดํ„ฐ ์„ธํŠธ์— ๋งž์ถฐ ๋ฏธ์„ธ ์กฐ์ •๋˜์—ˆ๊ธฐ ๋•Œ๋ฌธ์— ๋‹ค๋ฅธ ๋ฐฉ์–ธ์ด๋‚˜ ์–ธ์–ด์— ๋Œ€ํ•œ ์„ฑ๋Šฅ์ด ์ œํ•œ๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
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  - ํ–ฅํ›„ ๋ฒ„์ „์—์„œ ๋‹ค์–‘ํ•œ ๋ฐฉ์–ธ์— ๋Œ€ํ•œ ์ง€์›์„ ์ถ”๊ฐ€ํ•  ์˜ˆ์ •์ž…๋‹ˆ๋‹ค.
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+ ## ๐Ÿš€ How to Get Started with the Model | ์‚ฌ์šฉ๋ฒ•
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  ```
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  import transformers
 
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  # {'role': 'assistant', 'content': '๊ทธ๋Ÿฌ๋‹ˆ๊น ์ € ์–ด๋จธ๋‹ˆ ๋” ๋‚˜์ด ๋จน์–ด๊ฐ€๊ธฐ ์ „์— ์—ฌ๊ธฐ ์™€์•ผ ๋  ๊ฑด๋ฐ'}
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  ```
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+ ## ๐Ÿ“Š Training Data | ์‚ฌ์šฉ ๋ฐ์ดํ„ฐ์…‹
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+ - [AI_HUB ์ค‘ยท๋…ธ๋…„์ธต ํ•œ๊ตญ์–ด ๋ฐฉ์–ธ ๋ฐ์ดํ„ฐ (์ถฉ์ฒญ๋„, ์ „๋ผ๋„, ์ œ์ฃผ๋„)](https://aihub.or.kr/aihubdata/data/view.do?currMenu=115&topMenu=100&aihubDataSe=data&dataSetSn=71558)
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+ ## ๐Ÿ”œ TODO
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  - ์ „๋ผ๋„ ๋ฐฉ์–ธ ๋ณ€ํ™˜ ๊ธฐ๋Šฅ (v0.4.0)