|
{ |
|
"_name_or_path": "distilbert-base-uncased", |
|
"activation": "gelu", |
|
"architectures": [ |
|
"DistilBertForSequenceClassification" |
|
], |
|
"attention_dropout": 0.1, |
|
"dim": 768, |
|
"dropout": 0.1, |
|
"hidden_dim": 3072, |
|
"id2label": { |
|
"0": "ABN", |
|
"1": "AOB", |
|
"2": "Authorization to file (Non-Assigned)", |
|
"3": "CMN", |
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"4": "Carrier Proof of Delivery", |
|
"5": "Chart Notes/Progress Notes", |
|
"6": "Claim Audit Decision", |
|
"7": "DWO - Detailed Written Order", |
|
"8": "Delivery Notification", |
|
"9": "Delivery Quote", |
|
"10": "Delivery Ticket", |
|
"11": "Drop Shipment Delivery Confirmation", |
|
"12": "Generic Script", |
|
"13": "Incoming Fax", |
|
"14": "Insurance Card / Drivers License", |
|
"15": "Intake Sheet", |
|
"16": "Invalid documentation", |
|
"17": "Lift Chair Agreement", |
|
"18": "Oxygen CMN and Test Results", |
|
"19": "Oxygen Checklist or Fire Safety", |
|
"20": "PRE", |
|
"21": "Payor Correspondence", |
|
"22": "Pickup Ticket", |
|
"23": "Prior Authorization Incoming/Outgoing", |
|
"24": "Prochant - Appeal Documents", |
|
"25": "Rehab - Chart Notes", |
|
"26": "Rehab - Home Assessment", |
|
"27": "Rehab - Intake", |
|
"28": "Rehab - Service Eval", |
|
"29": "Sleep Therapy - Sleep Study", |
|
"30": "Sleep Therapy- Financial Form", |
|
"31": "Sleep Therapy-Initial Compliance Report", |
|
"32": "Sleep Therapy-Ongoing Compliance Report", |
|
"33": "Waiver - ABN", |
|
"34": "Waiver- Commercial" |
|
}, |
|
"initializer_range": 0.02, |
|
"label2id": { |
|
"ABN": 0, |
|
"AOB": 1, |
|
"Authorization to file (Non-Assigned)": 2, |
|
"CMN": 3, |
|
"Carrier Proof of Delivery": 4, |
|
"Chart Notes/Progress Notes": 5, |
|
"Claim Audit Decision": 6, |
|
"DWO - Detailed Written Order": 7, |
|
"Delivery Notification": 8, |
|
"Delivery Quote": 9, |
|
"Delivery Ticket": 10, |
|
"Drop Shipment Delivery Confirmation": 11, |
|
"Generic Script": 12, |
|
"Incoming Fax": 13, |
|
"Insurance Card / Drivers License": 14, |
|
"Intake Sheet": 15, |
|
"Invalid documentation": 16, |
|
"Lift Chair Agreement": 17, |
|
"Oxygen CMN and Test Results": 18, |
|
"Oxygen Checklist or Fire Safety": 19, |
|
"PRE": 20, |
|
"Payor Correspondence": 21, |
|
"Pickup Ticket": 22, |
|
"Prior Authorization Incoming/Outgoing": 23, |
|
"Prochant - Appeal Documents": 24, |
|
"Rehab - Chart Notes": 25, |
|
"Rehab - Home Assessment": 26, |
|
"Rehab - Intake": 27, |
|
"Rehab - Service Eval": 28, |
|
"Sleep Therapy - Sleep Study": 29, |
|
"Sleep Therapy- Financial Form": 30, |
|
"Sleep Therapy-Initial Compliance Report": 31, |
|
"Sleep Therapy-Ongoing Compliance Report": 32, |
|
"Waiver - ABN": 33, |
|
"Waiver- Commercial": 34 |
|
}, |
|
"max_position_embeddings": 512, |
|
"model_type": "distilbert", |
|
"n_heads": 12, |
|
"n_layers": 6, |
|
"pad_token_id": 0, |
|
"problem_type": "single_label_classification", |
|
"qa_dropout": 0.1, |
|
"seq_classif_dropout": 0.2, |
|
"sinusoidal_pos_embds": false, |
|
"tie_weights_": true, |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.37.2", |
|
"vocab_size": 30522 |
|
} |
|
|