Upload inference_config.json
Browse files- inference_config.json +44 -0
inference_config.json
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{
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"model_name": "mental/mental-bert-base-uncased",
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"max_len": 128,
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"n_classes": 8,
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"classes": [
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"Anxiety",
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"Bipolar",
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"Depression",
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"Directed Aggression",
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"Normal",
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"Personality Disorder",
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"Stress",
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"Suicidal"
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],
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"n_sources": 6,
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"source_map": {
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"cssrs": 0,
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"huggingface": 1,
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"kaggle": 2,
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"kaggle_bpd": 3,
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"olid": 4,
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"swmh": 5
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},
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"source_reliability": {
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"cssrs": 1.0,
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"olid": 1.0,
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"kaggle_bpd": 0.95,
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"huggingface": 0.7,
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"kaggle": 0.7,
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"swmh": 0.5
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},
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"lambda_src": 0.3,
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"best_epoch": 3,
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"val_f1_macro": 0.8395463482978247,
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"test_accuracy": 0.8322668327764879,
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"test_f1_macro": 0.8380939220912206,
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"test_f1_weighted": 0.8321028523440407,
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"dep_to_sui": 715,
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"sui_to_dep": 544,
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"total_bleed": 1259,
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"dataset_version": "v5",
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"architecture": "source_aware_multitask_flat",
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"hub_repo": "itsLu/mentalbert-v5-source-aware"
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}
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