Modified-scibert_scivocab_cased-BioRED-Dis-320-8-10

eval_results.txt

@@ -0,0 +1,8 @@
+eval_loss = 4.2047438910230994e-05
+eval_precision = 0.9989816700610998
+eval_recall = 1.0
+eval_f1 = 0.999490575649516
+eval_runtime = 21.5712
+eval_samples_per_second = 53.451
+eval_steps_per_second = 6.722
+epoch = 10.0

pytorch_model.bin

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runs/Jul12_16-12-58_cascade-012.cluster/events.out.tfevents.1657635195.cascade-012.cluster.16714.0

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+size 6020

runs/Jul12_16-12-58_cascade-012.cluster/events.out.tfevents.1657636911.cascade-012.cluster.16714.2

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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 = 0.14904232323169708
+test_precision = 0.6500530222693531
+test_recall = 0.6706783369803063
+test_f1 = 0.6602046311254712
+test_runtime = 20.8592
+test_samples_per_second = 53.406
+test_steps_per_second = 6.712

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"}