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Update tasks/text.py
Browse files- 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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# 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("
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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()
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