Modified-scibert_scivocab_cased-BioRED-Chem-512-5-30

eval_results.txt

@@ -0,0 +1,8 @@
+eval_loss = 4.878452273260336e-07
+eval_precision = 1.0
+eval_recall = 1.0
+eval_f1 = 1.0
+eval_runtime = 29.1816
+eval_samples_per_second = 39.511
+eval_steps_per_second = 4.969
+epoch = 30.0

pytorch_model.bin

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runs/Jul08_17-38-47_cascade-057.cluster/events.out.tfevents.1657294747.cascade-057.cluster.23402.0

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+size 14459

runs/Jul08_17-38-47_cascade-057.cluster/events.out.tfevents.1657303192.cascade-057.cluster.23402.2

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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 = 0.1236390620470047
+test_precision = 0.8420138888888888
+test_recall = 0.6475300400534045
+test_f1 = 0.7320754716981132
+test_runtime = 27.9376
+test_samples_per_second = 39.875
+test_steps_per_second = 5.011

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"}