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muhtasham/
finetuned-self_mlm_small

Name: finetuned-self_mlm_small
Availability: InStock

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finetuned-self_mlm_small

This model is a fine-tuned version of muhtasham/bert-small-mlm-finetuned-imdb 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
0.2834	1.28	500	0.2254	0.9150	0.9556
0.1683	2.56	1000	0.3738	0.8694	0.9301
0.1069	3.84	1500	0.2102	0.9354	0.9666
0.0651	5.12	2000	0.2278	0.9446	0.9715
0.0412	6.39	2500	0.4061	0.9156	0.9559
0.0316	7.67	3000	0.4371	0.9110	0.9534
0.0219	8.95	3500	0.3759	0.9372	0.9676