Modified-bluebert_pubmed_uncased_L-12_H-768_A-12-BioRED-CD-256-16-5

eval_results.txt

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+eval_loss = 0.01243570540100336
+eval_precision = 0.9460352422907489
+eval_recall = 0.9544444444444444
+eval_f1 = 0.950221238938053
+eval_runtime = 16.5599
+eval_samples_per_second = 69.626
+eval_steps_per_second = 8.756
+epoch = 5.0

pytorch_model.bin

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runs/Jul13_15-01-05_cascade-050.cluster/events.out.tfevents.1657717290.cascade-050.cluster.40651.0

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+oid sha256:c3cb5748186c9249b42053f9c3289e9e0eea1477dc57d8ac99db416001737d36
+size 4461

runs/Jul13_15-01-05_cascade-050.cluster/events.out.tfevents.1657717891.cascade-050.cluster.40651.2

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+size 460

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 = 0.19265727698802948
+test_precision = 0.5978467384420519
+test_recall = 0.5676488274203247
+test_f1 = 0.582356570018507
+test_runtime = 15.9775
+test_samples_per_second = 69.723
+test_steps_per_second = 8.762

tokenizer_config.json

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+{"do_lower_case": true, "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, "special_tokens_map_file": null, "tokenizer_file": null, "name_or_path": "bionlp/bluebert_pubmed_uncased_L-12_H-768_A-12", "tokenizer_class": "BertTokenizer"}