Modifiedbiobert-v1.1-BioRED-CD-128-32-30

eval_results.txt

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+eval_loss = 2.067799687210936e-05
+eval_precision = 1.0
+eval_recall = 1.0
+eval_f1 = 1.0
+eval_runtime = 8.8127
+eval_samples_per_second = 130.835
+eval_steps_per_second = 16.454
+epoch = 30.0

pytorch_model.bin

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runs/Jul13_19-06-49_cascade-040.cluster/events.out.tfevents.1657732027.cascade-040.cluster.33209.0

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runs/Jul13_19-06-49_cascade-040.cluster/events.out.tfevents.1657733783.cascade-040.cluster.33209.2

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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 = 0.3433811068534851
+test_precision = 0.6650280898876404
+test_recall = 0.5694527961515333
+test_f1 = 0.6135406543569808
+test_runtime = 8.5101
+test_samples_per_second = 130.904
+test_steps_per_second = 16.451

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"}