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MHGanainy/
roberta-base-legal-indian-courts-downstream-indian-ner

Name: roberta-base-legal-indian-courts-downstream-indian-ner
Availability: InStock

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roberta-base-legal-indian-courts-downstream-indian-ner

This model is a fine-tuned version of MHGanainy/roberta-base-legal-indian-courts 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	172	0.2701	0.1206	0.5044	0.1946	0.8201
No log	2.0	344	0.1832	0.1588	0.5117	0.2424	0.8632
0.4573	3.0	516	0.1734	0.2287	0.5899	0.3296	0.9027
0.4573	4.0	688	0.1768	0.2169	0.5393	0.3094	0.8859
0.4573	5.0	860	0.1831	0.2766	0.5990	0.3785	0.9110
0.1154	6.0	1032	0.1910	0.3245	0.6443	0.4316	0.9219
0.1154	7.0	1204	0.2100	0.3011	0.6035	0.4018	0.9258
0.1154	8.0	1376	0.2020	0.2874	0.5749	0.3832	0.9253
0.0634	9.0	1548	0.1783	0.3926	0.7232	0.5090	0.9362
0.0634	10.0	1720	0.2388	0.3974	0.6729	0.4997	0.9419
0.0634	11.0	1892	0.2580	0.4496	0.6792	0.5411	0.9483
0.0377	12.0	2064	0.2450	0.4967	0.7396	0.5943	0.9537
0.0377	13.0	2236	0.2571	0.5165	0.7487	0.6113	0.9559
0.0377	14.0	2408	0.2569	0.5110	0.7613	0.6115	0.9530
0.0226	15.0	2580	0.2636	0.5406	0.7857	0.6405	0.9569
0.0226	16.0	2752	0.2953	0.5607	0.7948	0.6575	0.9564
0.0226	17.0	2924	0.2713	0.5755	0.7997	0.6693	0.9610
0.0147	18.0	3096	0.2925	0.5709	0.7899	0.6628	0.9603
0.0147	19.0	3268	0.2961	0.5806	0.7934	0.6705	0.9614
0.0147	20.0	3440	0.2918	0.5810	0.7948	0.6713	0.9616