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TehranNLP-org/
bert-base-cased-avg-cola

Name: bert-base-cased-avg-cola
Availability: InStock

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The uploaded model is from epoch 4 with Matthews Correlation of 61.05

"best_metric": 0.4796141982078552,
"best_model_checkpoint": "/content/output_dir/checkpoint-268",
"epoch": 10.0,
"global_step": 2680,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"max_steps": 2680,
"num_train_epochs": 10,
"total_flos": 7113018526540800.0,
"trial_name": null,
"trial_params": null

epoch	eval_loss	eval_matthews_correlation	eval_runtime	eval_samples_per_second	eval_steps_per_second	step	learning_rate	loss
1	0.4796141982078552	0.5351033849356494	8.8067	118.433	14.875	268	0.000018067415730337083	0.4913
2	0.5334435701370239	0.5178799252679331	8.9439	116.616	14.647	536	0.00001605992509363296	0.2872
3	0.5544090270996094	0.5649788851042796	8.9467	116.58	14.642	804	0.000014052434456928841	0.1777
4	0.5754779577255249	0.6105374636148787	8.8982	117.215	14.722	1072	0.000012044943820224718	0.1263
5	0.7263916730880737	0.5807606001872874	8.9705	116.27	14.603	1340	0.000010037453183520601	0.0905
6	0.8121512532234192	0.5651092792103851	8.9924	115.987	14.568	1608	0.00000802996254681648	0.0692
7	0.941014289855957	0.5632084517291658	8.9583	116.428	14.623	1876	0.000006022471910112359	0.0413
8	1.0095174312591553	0.5856531698367675	9.0029	115.851	14.551	2144	0.00000401498127340824	0.0327
9	1.0425965785980225	0.5941395545037332	8.9217	116.906	14.683	2412	0.00000200749063670412	0.0202
10	1.0782166719436646	0.5956649094312695	8.9472	116.572	14.641	2680	0	0.0104

TehranNLP-org/bert-base-cased-avg-cola

TehranNLP-org/
bert-base-cased-avg-cola