Modified-microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-BioRED-Chem-512-5-10

eval_results.txt

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+eval_loss = 9.214107558364049e-05
+eval_precision = 1.0
+eval_recall = 1.0
+eval_f1 = 1.0
+eval_runtime = 27.5887
+eval_samples_per_second = 41.792
+eval_steps_per_second = 5.256
+epoch = 10.0

pytorch_model.bin

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runs/Jul11_11-34-42_cascade-001.cluster/events.out.tfevents.1657532106.cascade-001.cluster.3090.0

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+size 7443

runs/Jul11_11-34-42_cascade-001.cluster/events.out.tfevents.1657534908.cascade-001.cluster.3090.2

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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 = 0.10031729191541672
+test_precision = 0.7932263814616756
+test_recall = 0.5941255006675568
+test_f1 = 0.6793893129770993
+test_runtime = 26.3139
+test_samples_per_second = 42.335
+test_steps_per_second = 5.32

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": "microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract", "tokenizer_class": "BertTokenizer"}