initial commit

config.json

@@ -0,0 +1,30 @@
+{
+  "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-bio",
+    "1": "I-bio",
+    "2": "O"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "B-bio": 0,
+    "I-bio": 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,
+  "type_vocab_size": 2,
+  "vocab_size": 28996
+}

eval_results.txt

@@ -0,0 +1,5 @@
+eval_loss = 0.0037646280847225396
+eval_precision = 0.9820477411718288
+eval_recall = 0.9890721239817206
+eval_f1 = 0.9855474163531974
+epoch = 3.0

pytorch_model.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:d1ce95fa44448f91b67c1b8ca76740d5f7d332fc28e041bf1e528b57dd523f13
+size 433334445

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

@@ -0,0 +1,4 @@
+eval_loss = 0.05494805106894831
+eval_precision = 0.8419642857142857
+eval_recall = 0.8757429420505201
+eval_f1 = 0.8585214857975237

tokenizer_config.json

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+{"special_tokens_map_file": null, "full_tokenizer_file": null}

training_args.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:23cd12be2bca0c3538a36f7ac9cdd6ddf6e9cf14515e6680baf07523728e568f
+size 1583