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ChrisZeng/
electra-large-discriminator-nli-efl-hateval

Name: electra-large-discriminator-nli-efl-hateval
Availability: InStock

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electra-large-discriminator-nli-efl-hateval

This model is a fine-tuned version of ynie/electra-large-discriminator-snli_mnli_fever_anli_R1_R2_R3-nli on the None 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	Accuracy	F1	Validation Loss
0.4175	1.0	210	0.7317	0.7305	0.4020
0.3061	2.0	420	0.768	0.7675	0.3520
0.2588	3.0	630	0.79	0.7888	0.3253
0.234	4.0	840	0.788	0.7877	0.3373
0.2116	5.0	1050	0.804	0.8033	0.3247
0.1974	6.0	1260	0.793	0.7928	0.3400
0.1807	7.0	1470	0.7973	0.7969	0.3511
0.1715	8.0	1680	0.7993	0.7989	0.3496
0.1577	9.0	1890	0.8043	0.8032	0.3507
0.1469	10.0	2100	0.798	0.7970	0.3604
0.1394	11.0	2310	0.7967	0.7957	0.3734
0.1322	12.0	2520	0.7913	0.7906	0.3929
0.1231	13.0	2730	0.795	0.7941	0.3954
0.1189	14.0	2940	0.7977	0.7963	0.3994
0.1143	15.0	3150	0.7993	0.7980	0.3995
0.1083	16.0	3360	0.7927	0.7918	0.4125
0.1079	17.0	3570	0.7993	0.7979	0.4036
0.1055	18.0	3780	0.7967	0.7956	0.4121
0.1006	19.0	3990	0.7973	0.7961	0.4152
0.101	20.0	4200	0.798	0.7968	0.4166