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muhtasham/
finetuned-mlm_medium

Name: finetuned-mlm_medium
Availability: InStock

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finetuned-mlm_medium

This model is a fine-tuned version of muhtasham/bert-medium-mlm-finetuned-emotion on the imdb dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.2318	2.55	500	0.1428	0.9512	0.9750
0.0777	5.1	1000	0.1976	0.9513	0.9750
0.0362	7.65	1500	0.2704	0.9388	0.9684
0.0234	10.2	2000	0.2245	0.9578	0.9784
0.0181	12.76	2500	0.3703	0.9310	0.9643
0.0158	15.31	3000	0.6137	0.9001	0.9474
0.013	17.86	3500	0.2805	0.9542	0.9765