Modified-biobertv1-BioRED-Chem-256-16-5

eval_results.txt

@@ -0,0 +1,8 @@
+eval_loss = 0.00013668717292603105
+eval_precision = 1.0
+eval_recall = 0.9975579975579976
+eval_f1 = 0.9987775061124694
+eval_runtime = 17.1853
+eval_samples_per_second = 67.092
+eval_steps_per_second = 8.437
+epoch = 5.0

pytorch_model.bin

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-oid sha256:eca1aa84b972d5904564925567c88dc3ec875cd0195521501c09ca511fc63df0
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 size 430974833

runs/Jul13_15-43-38_cascade-091.cluster/events.out.tfevents.1657719837.cascade-091.cluster.5321.0

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-oid sha256:534046bb056991f5df1ef6f4b9b56e76154a9a0f66bf126879c011ce9c87f786
-size 3752
+oid sha256:0a3015aef4f05229a8f8db4deda9b2ec7d3703fc17eeeb8952903dfe2717f8d7
+size 4263

runs/Jul13_15-43-38_cascade-091.cluster/events.out.tfevents.1657720473.cascade-091.cluster.5321.2

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+size 460

special_tokens_map.json

@@ -0,0 +1 @@
+{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}

test_results.txt

@@ -0,0 +1,7 @@
+test_loss = 0.025193294510245323
+test_precision = 0.885676741130092
+test_recall = 0.8998664886515354
+test_f1 = 0.8927152317880794
+test_runtime = 16.5899
+test_samples_per_second = 67.149
+test_steps_per_second = 8.439

tokenizer_config.json

@@ -0,0 +1 @@
+{"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": "dmis-lab/biobert-base-cased-v1.1", "tokenizer_class": "BertTokenizer"}