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# Biblo XLM-RoBERTa ๋ชจ๋ธ
์ด ๋ ˆํฌ์ง€ํ† ๋ฆฌ๋Š” ํŒŒ์ธํŠœ๋‹๋œ XLM-RoBERTa ๋ชจ๋ธ์„ ํฌํ•จํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
## ๋ชจ๋ธ ์ •๋ณด
์ด ๋ชจ๋ธ์€ XLM-RoBERTa ์•„ํ‚คํ…์ฒ˜๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ํ•˜๋ฉฐ, ํŠน์ • ํƒœ์Šคํฌ์— ๋งž๊ฒŒ ํŒŒ์ธํŠœ๋‹๋˜์—ˆ์Šต๋‹ˆ๋‹ค.
## ์‚ฌ์šฉ ๋ฐฉ๋ฒ•
์•„๋ž˜ ์ฝ”๋“œ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ๋ชจ๋ธ๊ณผ ํ† ํฌ๋‚˜์ด์ €๋ฅผ ๋ถˆ๋Ÿฌ์˜ฌ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค:
```python
from transformers import XLMRobertaModel, XLMRobertaTokenizer
# ๋ชจ๋ธ๊ณผ ํ† ํฌ๋‚˜์ด์ € ๋กœ๋“œ
model_name = "vanguard-huggingface/biblo-model" # ์—ฌ๊ธฐ์— ๋ณธ์ธ์˜ ๋ชจ๋ธ ID๋ฅผ ๋„ฃ์œผ์„ธ์š”
model = XLMRobertaModel.from_pretrained(model_name)
tokenizer = XLMRobertaTokenizer.from_pretrained(model_name)
# ์˜ˆ์‹œ ์‚ฌ์šฉ
text = "์—ฌ๊ธฐ์— ์˜ˆ์‹œ ํ…์ŠคํŠธ๋ฅผ ๋„ฃ์œผ์„ธ์š”."
inputs = tokenizer(text, return_tensors="pt")
outputs = model(**inputs)
```
## ์š”๊ตฌ์‚ฌํ•ญ
์ด ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•˜๊ธฐ ์œ„ํ•ด์„œ๋Š” ๋‹ค์Œ ํŒจํ‚ค์ง€๊ฐ€ ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค:
- transformers
- torch
- sentencepiece
๋‹ค์Œ ๋ช…๋ น์–ด๋กœ ์„ค์น˜ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค:
```
pip install transformers torch sentencepiece
```
## ๋ผ์ด์„ผ์Šค
์ด ๋ชจ๋ธ์€ ๊ฐœ์ธ ๋ฐ ์—ฐ๊ตฌ ๋ชฉ์ ์œผ๋กœ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.