Modifiedbiobert-v1.1-BioRED-CD-256-16-5

eval_results.txt

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+eval_loss = 0.000994208618067205
+eval_precision = 0.996662958843159
+eval_recall = 0.9955555555555555
+eval_f1 = 0.9961089494163424
+eval_runtime = 16.5168
+eval_samples_per_second = 69.808
+eval_steps_per_second = 8.779
+epoch = 5.0

pytorch_model.bin

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runs/Jul13_21-38-13_cascade-050.cluster/events.out.tfevents.1657741112.cascade-050.cluster.29457.0

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+size 4429

runs/Jul13_21-38-13_cascade-050.cluster/events.out.tfevents.1657741713.cascade-050.cluster.29457.2

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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 = 0.08372814208269119
+test_precision = 0.8464163822525598
+test_recall = 0.8947684906794949
+test_f1 = 0.8699210757088571
+test_runtime = 15.9045
+test_samples_per_second = 70.043
+test_steps_per_second = 8.803

tokenizer_config.json

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+{"do_lower_case": false, "do_basic_tokenize": true, "never_split": null, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": "/home/mobashgr/.cache/huggingface/transformers/118da8438a7854000cfcf052566f83ae4f4159ac25796e49e16c3b18746041b4.dd8bd9bfd3664b530ea4e645105f557769387b3da9f79bdb55ed556bdd80611d", "tokenizer_file": null, "name_or_path": "dmis-lab/biobert-v1.1", "tokenizer_class": "BertTokenizer"}