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izaitova/
ruBert-large_ner

Name: ruBert-large_ner
Availability: InStock

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ruBert-large_ner

This model is a fine-tuned version of ai-forever/ruBert-large 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	Precision	Recall	F1	Accuracy
No log	1.0	438	0.3216	0.8700	0.8309	0.8448	0.8941
0.3915	2.0	876	0.3379	0.8596	0.8790	0.8672	0.9089
0.175	3.0	1314	0.3441	0.8656	0.8833	0.8737	0.9092
0.0942	4.0	1752	0.3751	0.8651	0.8856	0.8729	0.9104
0.0597	5.0	2190	0.3919	0.8881	0.9002	0.8935	0.9236
0.0309	6.0	2628	0.4360	0.8730	0.8958	0.8821	0.9171
0.0154	7.0	3066	0.4564	0.8848	0.8985	0.8907	0.9234
0.0064	8.0	3504	0.4809	0.8797	0.9036	0.8904	0.9236
0.0064	9.0	3942	0.5027	0.8832	0.9024	0.8917	0.9232
0.0024	10.0	4380	0.5158	0.8832	0.9014	0.8912	0.9234