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Update app.py
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app.py
CHANGED
@@ -442,7 +442,7 @@ def get_final_score(df, selected_columns):
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for name in normalize_df.drop('Model Name (clickable)', axis=1).drop("Sampled by", axis=1).drop('Mail', axis=1).drop('Date',axis=1):
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normalize_df[name] = normalize_df[name]*DIM_WEIGHT[name]
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quality_score = normalize_df[QUALITY_LIST].sum(axis=1)/sum([DIM_WEIGHT[i] for i in QUALITY_LIST])
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semantic_score = normalize_df[SEMANTIC_LIST].sum(axis=1)/sum([DIM_WEIGHT[i] for i in SEMANTIC_LIST
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final_score = (quality_score * QUALITY_WEIGHT + semantic_score * SEMANTIC_WEIGHT) / (QUALITY_WEIGHT + SEMANTIC_WEIGHT)
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if 'Total Score' in df:
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df['Total Score'] = final_score
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@@ -658,9 +658,9 @@ def enable_all():
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def on_filter_model_size_method_change(selected_columns, vbench_team_sample, vbench_team_eval=False):
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updated_data = get_all_df(selected_columns, CSV_DIR)
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if vbench_team_sample:
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updated_data = updated_data[updated_data["Sampled by"]
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if vbench_team_eval:
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updated_data =
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#print(updated_data)
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# columns:
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selected_columns = [item for item in TASK_INFO if item in selected_columns]
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for name in normalize_df.drop('Model Name (clickable)', axis=1).drop("Sampled by", axis=1).drop('Mail', axis=1).drop('Date',axis=1):
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normalize_df[name] = normalize_df[name]*DIM_WEIGHT[name]
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quality_score = normalize_df[QUALITY_LIST].sum(axis=1)/sum([DIM_WEIGHT[i] for i in QUALITY_LIST])
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semantic_score = normalize_df[SEMANTIC_LIST].sum(axis=1)/sum([DIM_WEIGHT[i] for i in SEMANTIC_LIST])
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final_score = (quality_score * QUALITY_WEIGHT + semantic_score * SEMANTIC_WEIGHT) / (QUALITY_WEIGHT + SEMANTIC_WEIGHT)
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if 'Total Score' in df:
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df['Total Score'] = final_score
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def on_filter_model_size_method_change(selected_columns, vbench_team_sample, vbench_team_eval=False):
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updated_data = get_all_df(selected_columns, CSV_DIR)
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if vbench_team_sample:
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updated_data = updated_data[updated_data["Sampled by"].str.contains('VBench Team')]
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if vbench_team_eval:
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updated_data = updated_data[updated_data["Evaluated by"].str.contains('VBench Team')]
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#print(updated_data)
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# columns:
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selected_columns = [item for item in TASK_INFO if item in selected_columns]
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