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Upload inference_config.json

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  1. inference_config.json +44 -0
inference_config.json ADDED
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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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+ }