Modified-bluebert_pubmed_uncased_L-12_H-768_A-12-BioRED-Dis-320-8-10

eval_results.txt

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+eval_loss = 1.6049511032178998e-05
+eval_precision = 1.0
+eval_recall = 1.0
+eval_f1 = 1.0
+eval_runtime = 22.5678
+eval_samples_per_second = 51.091
+eval_steps_per_second = 6.425
+epoch = 10.0

pytorch_model.bin

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 size 435662705

runs/Jul13_13-29-25_cascade-023.cluster/events.out.tfevents.1657711799.cascade-023.cluster.39319.0

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+size 6087

runs/Jul13_13-29-25_cascade-023.cluster/events.out.tfevents.1657713520.cascade-023.cluster.39319.2

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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 = 0.06345091760158539
+test_precision = 0.823045267489712
+test_recall = 0.87527352297593
+test_f1 = 0.8483563096500532
+test_runtime = 21.6263
+test_samples_per_second = 51.511
+test_steps_per_second = 6.474

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"}