csk99 commited on
Commit
115f829
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verified ·
1 Parent(s): 3fae6a6

Update tasks/text.py

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  1. tasks/text.py +3 -2
tasks/text.py CHANGED
@@ -66,7 +66,8 @@ async def evaluate_text(request: TextEvaluationRequest):
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  #--------------------------------------------------------------------------------------------
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  # Load a pre-trained Sentence-BERT model
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- model = SentenceTransformer('sentence-transformers/all-MPNET-base-v2', device='cpu')
 
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  # Generate sentence embeddings
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  sentence_embeddings = model.encode(test_dataset["quote"])
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@@ -79,7 +80,7 @@ async def evaluate_text(request: TextEvaluationRequest):
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  # Load the binary model
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  xgb_multi = xgb.Booster()
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- xgb_multi.load_model("xgb_model_multi.bin")
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  X_train = sentence_embeddings.copy()
 
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  #--------------------------------------------------------------------------------------------
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  # Load a pre-trained Sentence-BERT model
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+ print("loading model")
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+ model = SentenceTransformer('sentence-transformers/all-mpnet-base-v2', device='cpu')
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  # Generate sentence embeddings
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  sentence_embeddings = model.encode(test_dataset["quote"])
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  # Load the binary model
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  xgb_multi = xgb.Booster()
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+ xgb_multi.load_model("xgb_model_muli.bin")
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  X_train = sentence_embeddings.copy()