Modified-scibert_scivocab_cased-BioRED-CD-384-5-20

eval_results.txt

@@ -0,0 +1,8 @@
+eval_loss = 6.0731022131221835e-06
+eval_precision = 1.0
+eval_recall = 1.0
+eval_f1 = 1.0
+eval_runtime = 25.488
+eval_samples_per_second = 45.237
+eval_steps_per_second = 5.689
+epoch = 20.0

pytorch_model.bin

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runs/Jul13_14-18-58_cascade-020.cluster/events.out.tfevents.1657714767.cascade-020.cluster.25544.0

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+size 10873

runs/Jul13_14-18-58_cascade-020.cluster/events.out.tfevents.1657719143.cascade-020.cluster.25544.2

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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 = 0.40044844150543213
+test_precision = 0.7151469480030144
+test_recall = 0.5706554419723392
+test_f1 = 0.6347826086956522
+test_runtime = 24.5416
+test_samples_per_second = 45.392
+test_steps_per_second = 5.705

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": "allenai/scibert_scivocab_cased", "tokenizer_class": "BertTokenizer"}