Modified-dmis-lab/biobert-v1.1-BioRED-Dis-320-8-10

eval_results.txt

@@ -0,0 +1,8 @@
+eval_loss = 0.0003060302115045488
+eval_precision = 0.9979633401221996
+eval_recall = 0.9989806320081549
+eval_f1 = 0.9984717269485482
+eval_runtime = 21.1689
+eval_samples_per_second = 54.467
+eval_steps_per_second = 6.85
+epoch = 10.0

pytorch_model.bin

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runs/Jul12_16-09-12_cascade-001.cluster/events.out.tfevents.1657634969.cascade-001.cluster.38559.0

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runs/Jul12_16-09-12_cascade-001.cluster/events.out.tfevents.1657636664.cascade-001.cluster.38559.2

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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

@@ -0,0 +1,7 @@
+test_loss = 0.06675192713737488
+test_precision = 0.8457446808510638
+test_recall = 0.8698030634573304
+test_f1 = 0.8576051779935274
+test_runtime = 20.1818
+test_samples_per_second = 55.198
+test_steps_per_second = 6.937

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"}