huolongguo10 commited on
Commit
1c0a85d
1 Parent(s): 1b2aee2

Update app.py

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Files changed (1) hide show
  1. app.py +3 -3
app.py CHANGED
@@ -2,12 +2,12 @@ from datasets import load_dataset
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  from evaluate import evaluator
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  from transformers import AutoModelForSequenceClassification, pipeline
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  import gradio as gr
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- data = load_dataset("huolongguo10/insecure",split="train").shuffle(seed=42).select(range(10000))
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  task_evaluator = evaluator("text-classification")
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-
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  # 1. Pass a model name or path
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  eval_results = task_evaluator.compute(
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- model_or_pipeline="huolongguo10/check_sec",
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  data=data,
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  input_column="sentence1",
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  label_mapping={"LABEL_0": 0, "LABEL_1": 1}
 
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  from evaluate import evaluator
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  from transformers import AutoModelForSequenceClassification, pipeline
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  import gradio as gr
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+ data = load_dataset("huolongguo10/insecure",split="train").shuffle(seed=42).select(range(1000))
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  task_evaluator = evaluator("text-classification")
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+ model = AutoModelForSequenceClassification.from_pretrained("huolongguo10/check_sec").float()
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  # 1. Pass a model name or path
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  eval_results = task_evaluator.compute(
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+ model_or_pipeline=model,
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  data=data,
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  input_column="sentence1",
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  label_mapping={"LABEL_0": 0, "LABEL_1": 1}