Training in progress, epoch 1

.gitignore

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+checkpoint-*/

config.json

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+{
+  "_name_or_path": "allenai/longformer-base-4096",
+  "architectures": [
+    "LongformerForSequenceClassification"
+  ],
+  "attention_mode": "longformer",
+  "attention_probs_dropout_prob": 0.1,
+  "attention_window": [
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+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512
+  ],
+  "bos_token_id": 0,
+  "eos_token_id": 2,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "medical_emergency_dept",
+    "1": "billing",
+    "2": "medical_office_visit",
+    "3": "medical_follow_up",
+    "4": "medical_medication",
+    "5": "medical_history_and_physical",
+    "6": "medical_consultation",
+    "7": "medical_clinical_coding_summary",
+    "8": "medical_diagnostics",
+    "9": "medical_lab_reports",
+    "10": "medical_operative_reports",
+    "11": "deposition_records",
+    "12": "medical_clinical_orders",
+    "13": "medical_clinical_record",
+    "14": "subpoena",
+    "15": "other",
+    "16": "blank",
+    "17": "claim_documents",
+    "18": "medical_procedure",
+    "19": "medical_discharge_summary",
+    "20": "letter_from_insurance",
+    "21": "illegible_page",
+    "22": "medical_physical_therapy"
+  },
+  "ignore_attention_mask": false,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
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+    "blank": 16,
+    "claim_documents": 17,
+    "deposition_records": 11,
+    "illegible_page": 21,
+    "letter_from_insurance": 20,
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+    "medical_clinical_record": 13,
+    "medical_consultation": 6,
+    "medical_diagnostics": 8,
+    "medical_discharge_summary": 19,
+    "medical_emergency_dept": 0,
+    "medical_follow_up": 3,
+    "medical_history_and_physical": 5,
+    "medical_lab_reports": 9,
+    "medical_medication": 4,
+    "medical_office_visit": 2,
+    "medical_operative_reports": 10,
+    "medical_physical_therapy": 22,
+    "medical_procedure": 18,
+    "other": 15,
+    "subpoena": 14
+  },
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 4098,
+  "model_type": "longformer",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "onnx_export": false,
+  "pad_token_id": 1,
+  "problem_type": "single_label_classification",
+  "sep_token_id": 2,
+  "torch_dtype": "float32",
+  "transformers_version": "4.32.0.dev0",
+  "type_vocab_size": 1,
+  "vocab_size": 50265
+}

pytorch_model.bin

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special_tokens_map.json

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+{
+  "bos_token": "<s>",
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "mask_token": {
+    "content": "<mask>",
+    "lstrip": true,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "unk_token": "<unk>"
+}

tokenizer_config.json

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+{
+  "add_prefix_space": false,
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "<s>",
+  "eos_token": "</s>",
+  "errors": "replace",
+  "mask_token": "<mask>",
+  "model_max_length": 4096,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "tokenizer_class": "LongformerTokenizer",
+  "trim_offsets": true,
+  "unk_token": "<unk>"
+}

training_args.bin

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