wenbemi commited on
Commit
94fefca
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verified ·
1 Parent(s): 4c030ae

Update chat_a.py

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Files changed (1) hide show
  1. chat_a.py +12 -11
chat_a.py CHANGED
@@ -1039,22 +1039,23 @@ def override_emotion_if_needed(text):
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  return None
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  def analyze_emotion(text: str):
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- tokenizer = load_tokenizer()
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  model = load_sentiment_model()
 
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- inputs = tokenizer(
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- text,
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- return_tensors="pt",
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- truncation=True,
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- padding=False,
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- max_length=256,
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- )
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  with torch.no_grad():
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- logits = model(**inputs).logits
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- probs = F.softmax(logits, dim=1)[0].tolist()
 
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  top_indices = torch.topk(probs, k=5).indices.tolist()
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  top_emotions = [(klue_emotions[i], float(probs[i]) * 100) for i in top_indices]
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- top_emotion_groups = list(dict.fromkeys([klue_to_general[i] for i in top_indices if probs[i] > 0.05]))
 
 
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  return top_emotions, top_emotion_groups
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  def detect_intent(user_input):
 
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  return None
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  def analyze_emotion(text: str):
 
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  model = load_sentiment_model()
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+ tokenizer = load_tokenizer()
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+ override = override_emotion_if_needed(text)
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+ if override:
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+ return override
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+
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+ inputs = tokenizer(text, return_tensors="pt", truncation=True)
 
 
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  with torch.no_grad():
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+ logits = model(**inputs).logits # ← model은 '단일 객체'
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+ probs = F.softmax(logits, dim=1)[0]
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+
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  top_indices = torch.topk(probs, k=5).indices.tolist()
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  top_emotions = [(klue_emotions[i], float(probs[i]) * 100) for i in top_indices]
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+ top_emotion_groups = list(dict.fromkeys(
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+ [klue_to_general[i] for i in top_indices if probs[i] > 0.05]
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+ ))
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  return top_emotions, top_emotion_groups
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  def detect_intent(user_input):