Init upload

config.json

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+{
+  "_num_labels": 3,
+  "architectures": [
+    "BertForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "B-DISEASE",
+    "1": "I-DISEASE",
+    "2": "0"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "B-DISEASE": 0,
+    "I-DISEASE": 1,
+    "O": 2
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "transformers_version": "4.5.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 28996
+}

eval_results.txt

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+eval_loss = 2.040952722381917e-06
+eval_precision = 1.0
+eval_recall = 1.0
+eval_f1 = 1.0
+eval_runtime = 2640.5406
+eval_samples_per_second = 1.743
+epoch = 30.0
+eval_mem_cpu_alloc_delta = 3325325312
+eval_mem_cpu_peaked_delta = 2076672

pytorch_model.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:87fe36f411970978003b90ead891057c31b0adcb32e5338dda79d745aa57965c
+size 430926282

special_tokens_map.json

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+{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}

test_results.txt

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+test_loss = 0.126627117395401
+test_precision = 0.843034663178548
+test_recall = 0.8740958408679927
+test_f1 = 0.8582843191654643
+test_runtime = 170.3768
+test_samples_per_second = 28.243
+test_mem_cpu_alloc_delta = 224477184
+test_mem_cpu_peaked_delta = 2105344

tokenizer_config.json

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+{"do_lower_case": false, "init_inputs": [], "max_len": 512}

training_args.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:261fe69ef34154932be6593cff0f885baa0fa7c66ed8421dbb048c1aed5cc5ae
+size 2101