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@@ -36,6 +36,7 @@ with torch.no_grad():
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  logits = model(**features).logits
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  scores = torch.sigmoid(logits)
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  print(scores)
 
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  ```
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@@ -50,9 +51,10 @@ from sentence_transformers import CrossEncoder
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  model = CrossEncoder('dragonkue/bge-reranker-v2-m3-ko', default_activation_function=torch.nn.Sigmoid())
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- scores = model.predict(['λͺ‡ 년도에 μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•μ΄ μ‹œν–‰λμ„κΉŒ?', 'μ‹€λ¬΄κ΅μœ‘μ„ 톡해 β€˜μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•β€™μ— λŒ€ν•œ μžμΉ˜λ‹¨μ²΄μ˜ 관심을 μ œκ³ ν•˜κ³  μžμΉ˜λ‹¨μ²΄μ˜ 차질 μ—†λŠ” 업무 좔진을 μ§€μ›ν•˜μ˜€λ‹€. μ΄λŸ¬ν•œ 쀀비과정을 거쳐 2014λ…„ 8μ›” 7일뢀터 β€˜μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•β€™μ΄ μ‹œν–‰λ˜μ—ˆλ‹€.'],
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- ['λͺ‡ 년도에 μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•μ΄ μ‹œν–‰λμ„κΉŒ?', 'μ‹ν’ˆμ˜μ•½ν’ˆμ•ˆμ „μ²˜λŠ” 21일 κ΅­λ‚΄ μ œμ•½κΈ°μ—… μœ λ°”μ΄μ˜€λ‘œμ§μŠ€κ°€ 개발 쀑인 μ‹ μ’… μ½”λ‘œλ‚˜λ°”μ΄λŸ¬μŠ€ 감염증(μ½”λ‘œλ‚˜19) λ°±μ‹  ν›„λ³΄λ¬Όμ§ˆ β€˜μœ μ½”λ°±-19β€™μ˜ μž„μƒμ‹œν—˜ κ³„νšμ„ μ§€λ‚œ 20일 μŠΉμΈν–ˆλ‹€κ³  λ°ν˜”λ‹€.'])
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  print(scores)
 
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  ```
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  ## Usage with FlagEmbedding
@@ -68,6 +70,7 @@ reranker = FlagReranker('dragonkue/bge-reranker-v2-m3-ko')
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  scores = reranker.compute_score([['λͺ‡ 년도에 μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•μ΄ μ‹œν–‰λμ„κΉŒ?', 'μ‹€λ¬΄κ΅μœ‘μ„ 톡해 β€˜μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•β€™μ— λŒ€ν•œ μžμΉ˜λ‹¨μ²΄μ˜ 관심을 μ œκ³ ν•˜κ³  μžμΉ˜λ‹¨μ²΄μ˜ 차질 μ—†λŠ” 업무 좔진을 μ§€μ›ν•˜μ˜€λ‹€. μ΄λŸ¬ν•œ 쀀비과정을 거쳐 2014λ…„ 8μ›” 7일뢀터 β€˜μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•β€™μ΄ μ‹œν–‰λ˜μ—ˆλ‹€.'],
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  ['λͺ‡ 년도에 μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•μ΄ μ‹œν–‰λμ„κΉŒ?', 'μ‹ν’ˆμ˜μ•½ν’ˆμ•ˆμ „μ²˜λŠ” 21일 κ΅­λ‚΄ μ œμ•½κΈ°μ—… μœ λ°”μ΄μ˜€λ‘œμ§μŠ€κ°€ 개발 쀑인 μ‹ μ’… μ½”λ‘œλ‚˜λ°”μ΄λŸ¬μŠ€ 감염증(μ½”λ‘œλ‚˜19) λ°±μ‹  ν›„λ³΄λ¬Όμ§ˆ β€˜μœ μ½”λ°±-19β€™μ˜ μž„μƒμ‹œν—˜ κ³„νšμ„ μ§€λ‚œ 20일 μŠΉμΈν–ˆλ‹€κ³  λ°ν˜”λ‹€.']], normalize=True)
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  print(scores)
 
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  ```
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  ## Fine-tune
 
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  logits = model(**features).logits
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  scores = torch.sigmoid(logits)
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  print(scores)
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+ # [9.9997962e-01 5.0702977e-07]
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  ```
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  model = CrossEncoder('dragonkue/bge-reranker-v2-m3-ko', default_activation_function=torch.nn.Sigmoid())
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+ scores = model.predict([['λͺ‡ 년도에 μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•μ΄ μ‹œν–‰λμ„κΉŒ?', 'μ‹€λ¬΄κ΅μœ‘μ„ 톡해 β€˜μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•β€™μ— λŒ€ν•œ μžμΉ˜λ‹¨μ²΄μ˜ 관심을 μ œκ³ ν•˜κ³  μžμΉ˜λ‹¨μ²΄μ˜ 차질 μ—†λŠ” 업무 좔진을 μ§€μ›ν•˜μ˜€λ‹€. μ΄λŸ¬ν•œ 쀀비과정을 거쳐 2014λ…„ 8μ›” 7일뢀터 β€˜μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•β€™μ΄ μ‹œν–‰λ˜μ—ˆλ‹€.'],
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+ ['λͺ‡ 년도에 μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•μ΄ μ‹œν–‰λμ„κΉŒ?', 'μ‹ν’ˆμ˜μ•½ν’ˆμ•ˆμ „μ²˜λŠ” 21일 κ΅­λ‚΄ μ œμ•½κΈ°μ—… μœ λ°”μ΄μ˜€λ‘œμ§μŠ€κ°€ 개발 쀑인 μ‹ μ’… μ½”λ‘œλ‚˜λ°”μ΄λŸ¬μŠ€ 감염증(μ½”λ‘œλ‚˜19) λ°±μ‹  ν›„λ³΄λ¬Όμ§ˆ β€˜μœ μ½”λ°±-19β€™μ˜ μž„μƒμ‹œν—˜ κ³„νšμ„ μ§€λ‚œ 20일 μŠΉμΈν–ˆλ‹€κ³  λ°ν˜”λ‹€.']])
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  print(scores)
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+ # [9.9997962e-01 5.0702977e-07]
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  ```
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  ## Usage with FlagEmbedding
 
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  scores = reranker.compute_score([['λͺ‡ 년도에 μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•μ΄ μ‹œν–‰λμ„κΉŒ?', 'μ‹€λ¬΄κ΅μœ‘μ„ 톡해 β€˜μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•β€™μ— λŒ€ν•œ μžμΉ˜λ‹¨μ²΄μ˜ 관심을 μ œκ³ ν•˜κ³  μžμΉ˜λ‹¨μ²΄μ˜ 차질 μ—†λŠ” 업무 좔진을 μ§€μ›ν•˜μ˜€λ‹€. μ΄λŸ¬ν•œ 쀀비과정을 거쳐 2014λ…„ 8μ›” 7일뢀터 β€˜μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•β€™μ΄ μ‹œν–‰λ˜μ—ˆλ‹€.'],
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  ['λͺ‡ 년도에 μ§€λ°©μ„Έμ™Έμˆ˜μž…λ²•μ΄ μ‹œν–‰λμ„κΉŒ?', 'μ‹ν’ˆμ˜μ•½ν’ˆμ•ˆμ „μ²˜λŠ” 21일 κ΅­λ‚΄ μ œμ•½κΈ°μ—… μœ λ°”μ΄μ˜€λ‘œμ§μŠ€κ°€ 개발 쀑인 μ‹ μ’… μ½”λ‘œλ‚˜λ°”μ΄λŸ¬μŠ€ 감염증(μ½”λ‘œλ‚˜19) λ°±μ‹  ν›„λ³΄λ¬Όμ§ˆ β€˜μœ μ½”λ°±-19β€™μ˜ μž„μƒμ‹œν—˜ κ³„νšμ„ μ§€λ‚œ 20일 μŠΉμΈν–ˆλ‹€κ³  λ°ν˜”λ‹€.']], normalize=True)
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  print(scores)
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+ # [9.9997962e-01 5.0702977e-07]
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  ```
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  ## Fine-tune