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koelectra-small-v2-discriminator-finetuned-korspeech-step

Name: koelectra-small-v2-discriminator-finetuned-korspeech-step
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koelectra-small-v2-discriminator-finetuned-korspeech-step

This model is a fine-tuned version of monologg/koelectra-small-v2-discriminator on an unknown 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	Macro F1	Accuracy	Weighted f1	Micro f1	Weighted recall	Micro recall	Macro recall	Weighted precision	Micro precision	Macro precision
1.0661	0.57	100	0.8942	0.6723	0.6818	0.6723	0.6818	0.6818	0.6818	0.6818	0.6754	0.6818	0.6754
0.872	1.13	200	0.7197	0.7352	0.7322	0.7352	0.7322	0.7322	0.7322	0.7322	0.7415	0.7322	0.7415
0.7092	1.7	300	0.6572	0.7518	0.7528	0.7518	0.7528	0.7528	0.7528	0.7528	0.7624	0.7528	0.7624
0.5971	2.27	400	0.6379	0.7635	0.7628	0.7635	0.7628	0.7628	0.7628	0.7628	0.7710	0.7628	0.7710
0.543	2.84	500	0.6091	0.7791	0.7770	0.7791	0.7770	0.7770	0.7770	0.7770	0.7836	0.7770	0.7836
0.4953	3.4	600	0.6025	0.7867	0.7876	0.7867	0.7876	0.7876	0.7876	0.7876	0.7877	0.7876	0.7877
0.4473	3.97	700	0.6006	0.7841	0.7827	0.7841	0.7827	0.7827	0.7827	0.7827	0.7901	0.7827	0.7901
0.4067	4.54	800	0.5991	0.7899	0.7891	0.7899	0.7891	0.7891	0.7891	0.7891	0.7919	0.7891	0.7919
0.3849	5.11	900	0.6101	0.7817	0.7812	0.7817	0.7812	0.7812	0.7812	0.7812	0.7843	0.7812	0.7843
0.3623	5.67	1000	0.6069	0.7923	0.7933	0.7923	0.7933	0.7933	0.7933	0.7933	0.7935	0.7933	0.7935