nerugm-pt-pl5-1

This model is a fine-tuned version of indolem/indobert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.1547
• Location Precision: 0.7595
• Location Recall: 0.8696
• Location F1: 0.8108
• Location Number: 69
• Organization Precision: 0.6351
• Organization Recall: 0.7705
• Organization F1: 0.6963
• Organization Number: 61
• Person Precision: 0.9080
• Person Recall: 0.9673
• Person F1: 0.9367
• Person Number: 153
• Quantity Precision: 0.75
• Quantity Recall: 0.8438
• Quantity F1: 0.7941
• Quantity Number: 32
• Time Precision: 0.7714
• Time Recall: 0.8710
• Time F1: 0.8182
• Time Number: 31
• Overall Precision: 0.7984
• Overall Recall: 0.8931
• Overall F1: 0.8431
• Overall Accuracy: 0.9636

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 5e-05
• train_batch_size: 16
• eval_batch_size: 64
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100.0

Training results

Training Loss	Epoch	Step	Validation Loss	Location Precision	Location Recall	Location F1	Location Number	Organization Precision	Organization Recall	Organization F1	Organization Number	Person Precision	Person Recall	Person F1	Person Number	Quantity Precision	Quantity Recall	Quantity F1	Quantity Number	Time Precision	Time Recall	Time F1	Time Number	Overall Precision	Overall Recall	Overall F1	Overall Accuracy
1.0019	1.0	106	0.5638	0.0	0.0	0.0	69	0.0	0.0	0.0	61	0.2692	0.0915	0.1366	153	0.0	0.0	0.0	32	0.5	0.0323	0.0606	31	0.2206	0.0434	0.0725	0.8442
0.473	2.0	212	0.3223	0.5217	0.1739	0.2609	69	0.2069	0.0984	0.1333	61	0.5667	0.7778	0.6556	153	0.1429	0.0938	0.1132	32	0.5217	0.7742	0.6234	31	0.4985	0.4740	0.4859	0.9041
0.3039	3.0	318	0.2089	0.5114	0.6522	0.5732	69	0.3762	0.6230	0.4691	61	0.7640	0.8889	0.8218	153	0.5897	0.7188	0.6479	32	0.7188	0.7419	0.7302	31	0.6050	0.7659	0.6760	0.9349
0.2155	4.0	424	0.1963	0.6207	0.7826	0.6923	69	0.4660	0.7869	0.5854	61	0.8081	0.9085	0.8554	153	0.4906	0.8125	0.6118	32	0.5909	0.8387	0.6933	31	0.6383	0.8468	0.7280	0.9344
0.1851	5.0	530	0.1491	0.6875	0.7971	0.7383	69	0.4634	0.6230	0.5315	61	0.8218	0.9346	0.8746	153	0.625	0.7812	0.6944	32	0.8056	0.9355	0.8657	31	0.7039	0.8382	0.7652	0.9492
0.1645	6.0	636	0.1433	0.6484	0.8551	0.7375	69	0.5595	0.7705	0.6483	61	0.8276	0.9412	0.8807	153	0.65	0.8125	0.7222	32	0.6136	0.8710	0.72	31	0.6998	0.8757	0.7779	0.9524
0.1527	7.0	742	0.1375	0.6506	0.7826	0.7105	69	0.5435	0.8197	0.6536	61	0.8304	0.9281	0.8765	153	0.6829	0.875	0.7671	32	0.9032	0.9032	0.9032	31	0.7225	0.8728	0.7906	0.9542
0.1415	8.0	848	0.1319	0.6923	0.7826	0.7347	69	0.5696	0.7377	0.6429	61	0.8266	0.9346	0.8773	153	0.6667	0.8125	0.7324	32	0.6429	0.8710	0.7397	31	0.7178	0.8526	0.7794	0.9539
0.1336	9.0	954	0.1275	0.7037	0.8261	0.76	69	0.5970	0.6557	0.625	61	0.8443	0.9216	0.8812	153	0.75	0.8438	0.7941	32	0.7222	0.8387	0.7761	31	0.7519	0.8410	0.7940	0.9579
0.1273	10.0	1060	0.1264	0.7568	0.8116	0.7832	69	0.6	0.6885	0.6412	61	0.8430	0.9477	0.8923	153	0.75	0.8438	0.7941	32	0.7714	0.8710	0.8182	31	0.7674	0.8584	0.8104	0.9596
0.1208	11.0	1166	0.1287	0.7375	0.8551	0.7919	69	0.5976	0.8033	0.6853	61	0.8735	0.9477	0.9091	153	0.6098	0.7812	0.6849	32	0.7714	0.8710	0.8182	31	0.7550	0.8815	0.8133	0.9569
0.1152	12.0	1272	0.1359	0.7403	0.8261	0.7808	69	0.6338	0.7377	0.6818	61	0.8554	0.9281	0.8903	153	0.6047	0.8125	0.6933	32	0.7778	0.9032	0.8358	31	0.7583	0.8613	0.8065	0.9564
0.1097	13.0	1378	0.1307	0.725	0.8406	0.7785	69	0.6235	0.8689	0.7260	61	0.8538	0.9542	0.9012	153	0.7027	0.8125	0.7536	32	0.7297	0.8710	0.7941	31	0.7561	0.8960	0.8201	0.9594
0.1062	14.0	1484	0.1468	0.7375	0.8551	0.7919	69	0.5909	0.8525	0.6980	61	0.8529	0.9477	0.8978	153	0.6279	0.8438	0.72	32	0.6842	0.8387	0.7536	31	0.7375	0.8931	0.8078	0.9527
0.1034	15.0	1590	0.1254	0.7468	0.8551	0.7973	69	0.6173	0.8197	0.7042	61	0.8773	0.9346	0.9051	153	0.6923	0.8438	0.7606	32	0.6842	0.8387	0.7536	31	0.7625	0.8815	0.8177	0.9569
0.1019	16.0	1696	0.1364	0.7073	0.8406	0.7682	69	0.6163	0.8689	0.7211	61	0.8683	0.9477	0.9062	153	0.7297	0.8438	0.7826	32	0.8	0.9032	0.8485	31	0.7641	0.8988	0.8260	0.9576
0.0961	17.0	1802	0.1413	0.7532	0.8406	0.7945	69	0.6071	0.8361	0.7034	61	0.8727	0.9412	0.9057	153	0.65	0.8125	0.7222	32	0.7027	0.8387	0.7647	31	0.7568	0.8815	0.8144	0.9547
0.0949	18.0	1908	0.1231	0.7564	0.8551	0.8027	69	0.6230	0.6230	0.6230	61	0.8841	0.9477	0.9148	153	0.7297	0.8438	0.7826	32	0.7222	0.8387	0.7761	31	0.7846	0.8526	0.8172	0.9604
0.09	19.0	2014	0.1222	0.7468	0.8551	0.7973	69	0.6125	0.8033	0.6950	61	0.8675	0.9412	0.9028	153	0.6923	0.8438	0.7606	32	0.8485	0.9032	0.875	31	0.7733	0.8873	0.8264	0.9628
0.0891	20.0	2120	0.1366	0.7532	0.8406	0.7945	69	0.6203	0.8033	0.7	61	0.8571	0.9412	0.8972	153	0.7222	0.8125	0.7647	32	0.7879	0.8387	0.8125	31	0.7710	0.8757	0.8200	0.9581
0.0865	21.0	2226	0.1493	0.6786	0.8261	0.7451	69	0.5698	0.8033	0.6667	61	0.8588	0.9542	0.9040	153	0.6190	0.8125	0.7027	32	0.7027	0.8387	0.7647	31	0.7255	0.8786	0.7948	0.9502
0.0889	22.0	2332	0.1491	0.7215	0.8261	0.7703	69	0.5248	0.8689	0.6543	61	0.8614	0.9346	0.8966	153	0.675	0.8438	0.75	32	0.7222	0.8387	0.7761	31	0.7251	0.8844	0.7969	0.9495
0.0847	23.0	2438	0.1281	0.7436	0.8406	0.7891	69	0.6533	0.8033	0.7206	61	0.8675	0.9412	0.9028	153	0.65	0.8125	0.7222	32	0.7222	0.8387	0.7761	31	0.7671	0.8757	0.8178	0.9591
0.0824	24.0	2544	0.1410	0.7532	0.8406	0.7945	69	0.6098	0.8197	0.6993	61	0.8580	0.9477	0.9006	153	0.65	0.8125	0.7222	32	0.7	0.9032	0.7887	31	0.7525	0.8873	0.8143	0.9574
0.0829	25.0	2650	0.1344	0.7215	0.8261	0.7703	69	0.5783	0.7869	0.6667	61	0.8735	0.9477	0.9091	153	0.7105	0.8438	0.7714	32	0.7568	0.9032	0.8235	31	0.7568	0.8815	0.8144	0.9594
0.0786	26.0	2756	0.1298	0.7468	0.8551	0.7973	69	0.6234	0.7869	0.6957	61	0.8727	0.9412	0.9057	153	0.6923	0.8438	0.7606	32	0.7429	0.8387	0.7879	31	0.7696	0.8786	0.8205	0.9604
0.0786	27.0	2862	0.1343	0.7342	0.8406	0.7838	69	0.6267	0.7705	0.6912	61	0.8683	0.9477	0.9062	153	0.6923	0.8438	0.7606	32	0.7027	0.8387	0.7647	31	0.7632	0.8757	0.8156	0.9614
0.0753	28.0	2968	0.1282	0.7195	0.8551	0.7815	69	0.6087	0.6885	0.6462	61	0.8683	0.9477	0.9062	153	0.7297	0.8438	0.7826	32	0.65	0.8387	0.7324	31	0.7570	0.8642	0.8070	0.9599
0.0736	29.0	3074	0.1327	0.7763	0.8551	0.8138	69	0.5542	0.7541	0.6389	61	0.8788	0.9477	0.9119	153	0.75	0.8438	0.7941	32	0.8125	0.8387	0.8254	31	0.7730	0.8757	0.8211	0.9601
0.0718	30.0	3180	0.1319	0.7662	0.8551	0.8082	69	0.5698	0.8033	0.6667	61	0.8743	0.9542	0.9125	153	0.75	0.8438	0.7941	32	0.7222	0.8387	0.7761	31	0.7637	0.8873	0.8209	0.9601
0.069	31.0	3286	0.1337	0.7125	0.8261	0.7651	69	0.6143	0.7049	0.6565	61	0.8639	0.9542	0.9068	153	0.6757	0.7812	0.7246	32	0.7179	0.9032	0.8	31	0.7570	0.8642	0.8070	0.9621
0.0688	32.0	3392	0.1288	0.7073	0.8406	0.7682	69	0.6301	0.7541	0.6866	61	0.8735	0.9477	0.9091	153	0.7429	0.8125	0.7761	32	0.7027	0.8387	0.7647	31	0.7659	0.8699	0.8146	0.9614
0.0733	33.0	3498	0.1252	0.725	0.8406	0.7785	69	0.6471	0.7213	0.6822	61	0.8735	0.9477	0.9091	153	0.75	0.8438	0.7941	32	0.7222	0.8387	0.7761	31	0.7772	0.8671	0.8197	0.9643
0.0681	34.0	3604	0.1387	0.7073	0.8406	0.7682	69	0.6076	0.7869	0.6857	61	0.8571	0.9412	0.8972	153	0.7105	0.8438	0.7714	32	0.7105	0.8710	0.7826	31	0.7506	0.8786	0.8096	0.9601
0.0683	35.0	3710	0.1332	0.6988	0.8406	0.7632	69	0.5926	0.7869	0.6761	61	0.8780	0.9412	0.9085	153	0.6341	0.8125	0.7123	32	0.8182	0.8710	0.8438	31	0.7537	0.8757	0.8102	0.9604
0.0699	36.0	3816	0.1316	0.7317	0.8696	0.7947	69	0.5714	0.7869	0.6621	61	0.8834	0.9412	0.9114	153	0.7027	0.8125	0.7536	32	0.8182	0.8710	0.8438	31	0.7644	0.8815	0.8188	0.9596
0.0648	37.0	3922	0.1239	0.7692	0.8696	0.8163	69	0.5658	0.7049	0.6277	61	0.8841	0.9477	0.9148	153	0.7647	0.8125	0.7879	32	0.8438	0.8710	0.8571	31	0.7839	0.8699	0.8247	0.9633
0.0653	38.0	4028	0.1297	0.7125	0.8261	0.7651	69	0.6098	0.8197	0.6993	61	0.8788	0.9477	0.9119	153	0.6667	0.8125	0.7324	32	0.7941	0.8710	0.8308	31	0.7625	0.8815	0.8177	0.9628
0.0627	39.0	4134	0.1280	0.7407	0.8696	0.8000	69	0.5867	0.7213	0.6471	61	0.8848	0.9542	0.9182	153	0.6667	0.8125	0.7324	32	0.75	0.8710	0.8060	31	0.7652	0.8757	0.8167	0.9626
0.0636	40.0	4240	0.1303	0.7564	0.8551	0.8027	69	0.56	0.6885	0.6176	61	0.8855	0.9608	0.9216	153	0.675	0.8438	0.75	32	0.7714	0.8710	0.8182	31	0.7665	0.8728	0.8162	0.9621
0.0611	41.0	4346	0.1401	0.7317	0.8696	0.7947	69	0.5976	0.8033	0.6853	61	0.8916	0.9673	0.9279	153	0.6923	0.8438	0.7606	32	0.7941	0.8710	0.8308	31	0.7717	0.8988	0.8304	0.9604
0.0622	42.0	4452	0.1409	0.7375	0.8551	0.7919	69	0.6316	0.7869	0.7007	61	0.8963	0.9608	0.9274	153	0.7105	0.8438	0.7714	32	0.7941	0.8710	0.8308	31	0.7857	0.8902	0.8347	0.9623
0.0572	43.0	4558	0.1505	0.7284	0.8551	0.7867	69	0.5952	0.8197	0.6897	61	0.8795	0.9542	0.9154	153	0.7297	0.8438	0.7826	32	0.7941	0.8710	0.8308	31	0.7687	0.8931	0.8262	0.9591
0.0574	44.0	4664	0.1343	0.7468	0.8551	0.7973	69	0.5921	0.7377	0.6569	61	0.8690	0.9542	0.9097	153	0.7027	0.8125	0.7536	32	0.7941	0.8710	0.8308	31	0.7690	0.8757	0.8189	0.9626
0.0602	45.0	4770	0.1305	0.7692	0.8696	0.8163	69	0.5857	0.6721	0.6260	61	0.8795	0.9542	0.9154	153	0.6923	0.8438	0.7606	32	0.7714	0.8710	0.8182	31	0.7758	0.8699	0.8202	0.9614
0.0571	46.0	4876	0.1360	0.7439	0.8841	0.8079	69	0.5775	0.6721	0.6212	61	0.8788	0.9477	0.9119	153	0.7297	0.8438	0.7826	32	0.7941	0.8710	0.8308	31	0.7738	0.8699	0.8190	0.9606
0.0566	47.0	4982	0.1346	0.7595	0.8696	0.8108	69	0.5974	0.7541	0.6667	61	0.8902	0.9542	0.9211	153	0.7222	0.8125	0.7647	32	0.7714	0.8710	0.8182	31	0.7801	0.8815	0.8277	0.9631
0.0577	48.0	5088	0.1392	0.7407	0.8696	0.8000	69	0.5714	0.7213	0.6377	61	0.8788	0.9477	0.9119	153	0.75	0.8438	0.7941	32	0.8438	0.8710	0.8571	31	0.7749	0.8757	0.8223	0.9633
0.0555	49.0	5194	0.1333	0.7317	0.8696	0.7947	69	0.6301	0.7541	0.6866	61	0.9012	0.9542	0.9270	153	0.7027	0.8125	0.7536	32	0.8182	0.8710	0.8438	31	0.7881	0.8815	0.8322	0.9653
0.057	50.0	5300	0.1373	0.7108	0.8551	0.7763	69	0.56	0.6885	0.6176	61	0.8795	0.9542	0.9154	153	0.7222	0.8125	0.7647	32	0.7941	0.8710	0.8308	31	0.7614	0.8671	0.8108	0.9606
0.0539	51.0	5406	0.1393	0.7407	0.8696	0.8000	69	0.5854	0.7869	0.6713	61	0.8957	0.9542	0.9241	153	0.7297	0.8438	0.7826	32	0.8182	0.8710	0.8438	31	0.7778	0.8902	0.8302	0.9641
0.0528	52.0	5512	0.1434	0.7692	0.8696	0.8163	69	0.6220	0.8361	0.7133	61	0.8970	0.9673	0.9308	153	0.7714	0.8438	0.8060	32	0.7714	0.8710	0.8182	31	0.7924	0.9046	0.8448	0.9643
0.0539	53.0	5618	0.1391	0.75	0.8696	0.8054	69	0.6173	0.8197	0.7042	61	0.8802	0.9608	0.9188	153	0.7105	0.8438	0.7714	32	0.8438	0.8710	0.8571	31	0.7814	0.8988	0.8360	0.9646
0.0514	54.0	5724	0.1494	0.7407	0.8696	0.8000	69	0.6024	0.8197	0.6944	61	0.8855	0.9608	0.9216	153	0.7297	0.8438	0.7826	32	0.7879	0.8387	0.8125	31	0.775	0.8960	0.8311	0.9628
0.0544	55.0	5830	0.1487	0.7531	0.8841	0.8133	69	0.6410	0.8197	0.7194	61	0.8795	0.9542	0.9154	153	0.6923	0.8438	0.7606	32	0.75	0.8710	0.8060	31	0.7775	0.8988	0.8338	0.9623
0.0508	56.0	5936	0.1413	0.7073	0.8406	0.7682	69	0.6267	0.7705	0.6912	61	0.8963	0.9608	0.9274	153	0.6842	0.8125	0.7429	32	0.8182	0.8710	0.8438	31	0.7781	0.8815	0.8266	0.9628
0.0501	57.0	6042	0.1461	0.7195	0.8551	0.7815	69	0.6316	0.7869	0.7007	61	0.9018	0.9608	0.9304	153	0.75	0.8438	0.7941	32	0.7941	0.8710	0.8308	31	0.7877	0.8902	0.8358	0.9641
0.05	58.0	6148	0.1461	0.7468	0.8551	0.7973	69	0.6234	0.7869	0.6957	61	0.9018	0.9608	0.9304	153	0.7105	0.8438	0.7714	32	0.7941	0.8710	0.8308	31	0.7877	0.8902	0.8358	0.9631
0.0487	59.0	6254	0.1430	0.7195	0.8551	0.7815	69	0.6364	0.8033	0.7101	61	0.8963	0.9608	0.9274	153	0.7714	0.8438	0.8060	32	0.8182	0.8710	0.8438	31	0.7903	0.8931	0.8385	0.9648
0.0479	60.0	6360	0.1542	0.725	0.8406	0.7785	69	0.6341	0.8525	0.7273	61	0.9018	0.9608	0.9304	153	0.7222	0.8125	0.7647	32	0.7297	0.8710	0.7941	31	0.7789	0.8960	0.8333	0.9623
0.05	61.0	6466	0.1409	0.7632	0.8406	0.8	69	0.6267	0.7705	0.6912	61	0.9074	0.9608	0.9333	153	0.75	0.8438	0.7941	32	0.8438	0.8710	0.8571	31	0.8031	0.8844	0.8418	0.9656
0.0475	62.0	6572	0.1439	0.7215	0.8261	0.7703	69	0.6522	0.7377	0.6923	61	0.8795	0.9542	0.9154	153	0.75	0.8438	0.7941	32	0.8125	0.8387	0.8254	31	0.7880	0.8699	0.8269	0.9633
0.0456	63.0	6678	0.1503	0.7284	0.8551	0.7867	69	0.64	0.7869	0.7059	61	0.8848	0.9542	0.9182	153	0.7714	0.8438	0.8060	32	0.8438	0.8710	0.8571	31	0.7912	0.8873	0.8365	0.9631
0.0469	64.0	6784	0.1516	0.7160	0.8406	0.7733	69	0.5904	0.8033	0.6806	61	0.8795	0.9542	0.9154	153	0.75	0.8438	0.7941	32	0.7941	0.8710	0.8308	31	0.7675	0.8873	0.8231	0.9619
0.0461	65.0	6890	0.1509	0.7468	0.8551	0.7973	69	0.6125	0.8033	0.6950	61	0.8795	0.9542	0.9154	153	0.75	0.8438	0.7941	32	0.7941	0.8710	0.8308	31	0.7797	0.8902	0.8313	0.9623
0.0458	66.0	6996	0.1463	0.7375	0.8551	0.7919	69	0.6081	0.7377	0.6667	61	0.8848	0.9542	0.9182	153	0.75	0.8438	0.7941	32	0.8182	0.8710	0.8438	31	0.7835	0.8786	0.8283	0.9633
0.046	67.0	7102	0.1473	0.7595	0.8696	0.8108	69	0.6267	0.7705	0.6912	61	0.8909	0.9608	0.9245	153	0.7297	0.8438	0.7826	32	0.7941	0.8710	0.8308	31	0.7897	0.8902	0.8370	0.9636
0.0427	68.0	7208	0.1485	0.725	0.8406	0.7785	69	0.6133	0.7541	0.6765	61	0.8795	0.9542	0.9154	153	0.75	0.8438	0.7941	32	0.7714	0.8710	0.8182	31	0.7755	0.8786	0.8238	0.9643
0.0436	69.0	7314	0.1470	0.7722	0.8841	0.8243	69	0.6351	0.7705	0.6963	61	0.9074	0.9608	0.9333	153	0.75	0.8438	0.7941	32	0.8182	0.8710	0.8438	31	0.8047	0.8931	0.8466	0.9651
0.0443	70.0	7420	0.1547	0.7375	0.8551	0.7919	69	0.6486	0.7869	0.7111	61	0.8963	0.9608	0.9274	153	0.7714	0.8438	0.8060	32	0.7941	0.8710	0.8308	31	0.7959	0.8902	0.8404	0.9641
0.0422	71.0	7526	0.1504	0.7160	0.8406	0.7733	69	0.6316	0.7869	0.7007	61	0.8957	0.9542	0.9241	153	0.7714	0.8438	0.8060	32	0.7714	0.8710	0.8182	31	0.7846	0.8844	0.8315	0.9648
0.042	72.0	7632	0.1517	0.7436	0.8406	0.7891	69	0.6486	0.7869	0.7111	61	0.9074	0.9608	0.9333	153	0.7714	0.8438	0.8060	32	0.7714	0.8710	0.8182	31	0.7995	0.8873	0.8411	0.9651
0.0409	73.0	7738	0.1508	0.7436	0.8406	0.7891	69	0.6164	0.7377	0.6716	61	0.9074	0.9608	0.9333	153	0.7714	0.8438	0.8060	32	0.7714	0.8710	0.8182	31	0.7937	0.8786	0.8340	0.9638
0.0423	74.0	7844	0.1590	0.7375	0.8551	0.7919	69	0.6024	0.8197	0.6944	61	0.9018	0.9608	0.9304	153	0.7714	0.8438	0.8060	32	0.75	0.8710	0.8060	31	0.7809	0.8960	0.8345	0.9616
0.0425	75.0	7950	0.1487	0.7284	0.8551	0.7867	69	0.6053	0.7541	0.6715	61	0.8963	0.9608	0.9274	153	0.7714	0.8438	0.8060	32	0.8182	0.8710	0.8438	31	0.7866	0.8844	0.8327	0.9641
0.0398	76.0	8056	0.1558	0.7375	0.8551	0.7919	69	0.6410	0.8197	0.7194	61	0.9018	0.9608	0.9304	153	0.7027	0.8125	0.7536	32	0.7941	0.8710	0.8308	31	0.7883	0.8931	0.8374	0.9633
0.0426	77.0	8162	0.1566	0.7595	0.8696	0.8108	69	0.625	0.8197	0.7092	61	0.8963	0.9608	0.9274	153	0.75	0.8438	0.7941	32	0.75	0.8710	0.8060	31	0.7873	0.8988	0.8394	0.9628
0.0416	78.0	8268	0.1523	0.7722	0.8841	0.8243	69	0.6316	0.7869	0.7007	61	0.9074	0.9608	0.9333	153	0.7222	0.8125	0.7647	32	0.7714	0.8710	0.8182	31	0.7964	0.8931	0.8420	0.9628
0.0415	79.0	8374	0.1467	0.7763	0.8551	0.8138	69	0.6575	0.7869	0.7164	61	0.9074	0.9608	0.9333	153	0.75	0.8438	0.7941	32	0.7879	0.8387	0.8125	31	0.8079	0.8873	0.8457	0.9638
0.0389	80.0	8480	0.1525	0.7595	0.8696	0.8108	69	0.6234	0.7869	0.6957	61	0.9074	0.9608	0.9333	153	0.7027	0.8125	0.7536	32	0.7714	0.8710	0.8182	31	0.7897	0.8902	0.8370	0.9628
0.0378	81.0	8586	0.1582	0.7595	0.8696	0.8108	69	0.64	0.7869	0.7059	61	0.9018	0.9608	0.9304	153	0.7027	0.8125	0.7536	32	0.7647	0.8387	0.8000	31	0.7912	0.8873	0.8365	0.9626
0.041	82.0	8692	0.1536	0.7595	0.8696	0.8108	69	0.64	0.7869	0.7059	61	0.9080	0.9673	0.9367	153	0.75	0.8438	0.7941	32	0.8182	0.8710	0.8438	31	0.8031	0.8960	0.8470	0.9643
0.0385	83.0	8798	0.1517	0.7792	0.8696	0.8219	69	0.6154	0.7869	0.6906	61	0.8902	0.9542	0.9211	153	0.75	0.8438	0.7941	32	0.8182	0.8710	0.8438	31	0.7938	0.8902	0.8392	0.9636
0.0386	84.0	8904	0.1518	0.7692	0.8696	0.8163	69	0.6364	0.8033	0.7101	61	0.9018	0.9608	0.9304	153	0.75	0.8438	0.7941	32	0.8438	0.8710	0.8571	31	0.8031	0.8960	0.8470	0.9656
0.0397	85.0	9010	0.1540	0.7722	0.8841	0.8243	69	0.6267	0.7705	0.6912	61	0.9024	0.9673	0.9338	153	0.75	0.8438	0.7941	32	0.8182	0.8710	0.8438	31	0.8010	0.8960	0.8458	0.9633
0.038	86.0	9116	0.1554	0.7595	0.8696	0.8108	69	0.6234	0.7869	0.6957	61	0.9080	0.9673	0.9367	153	0.7297	0.8438	0.7826	32	0.7714	0.8710	0.8182	31	0.7928	0.8960	0.8412	0.9638
0.0379	87.0	9222	0.1552	0.7722	0.8841	0.8243	69	0.6154	0.7869	0.6906	61	0.9080	0.9673	0.9367	153	0.75	0.8438	0.7941	32	0.7941	0.8710	0.8308	31	0.7974	0.8988	0.8451	0.9636
0.0363	88.0	9328	0.1548	0.7595	0.8696	0.8108	69	0.6620	0.7705	0.7121	61	0.9018	0.9608	0.9304	153	0.75	0.8438	0.7941	32	0.7941	0.8710	0.8308	31	0.8042	0.8902	0.8450	0.9638
0.0376	89.0	9434	0.1481	0.7692	0.8696	0.8163	69	0.6389	0.7541	0.6917	61	0.9012	0.9542	0.9270	153	0.7714	0.8438	0.8060	32	0.8182	0.8710	0.8438	31	0.8053	0.8844	0.8430	0.9656
0.0348	90.0	9540	0.1593	0.7595	0.8696	0.8108	69	0.6234	0.7869	0.6957	61	0.9074	0.9608	0.9333	153	0.75	0.8438	0.7941	32	0.7941	0.8710	0.8308	31	0.7964	0.8931	0.8420	0.9636
0.0362	91.0	9646	0.1518	0.7532	0.8406	0.7945	69	0.6438	0.7705	0.7015	61	0.8963	0.9608	0.9274	153	0.7714	0.8438	0.8060	32	0.7941	0.8710	0.8308	31	0.7990	0.8844	0.8395	0.9646
0.0383	92.0	9752	0.1592	0.7722	0.8841	0.8243	69	0.6154	0.7869	0.6906	61	0.8963	0.9608	0.9274	153	0.75	0.8438	0.7941	32	0.7714	0.8710	0.8182	31	0.7908	0.8960	0.8401	0.9623
0.0363	93.0	9858	0.1625	0.7625	0.8841	0.8188	69	0.6049	0.8033	0.6901	61	0.9074	0.9608	0.9333	153	0.7027	0.8125	0.7536	32	0.7714	0.8710	0.8182	31	0.7848	0.8960	0.8367	0.9614
0.0377	94.0	9964	0.1543	0.75	0.8696	0.8054	69	0.6438	0.7705	0.7015	61	0.9074	0.9608	0.9333	153	0.7714	0.8438	0.8060	32	0.7714	0.8710	0.8182	31	0.8	0.8902	0.8427	0.9646
0.0362	95.0	10070	0.1585	0.7595	0.8696	0.8108	69	0.6234	0.7869	0.6957	61	0.9074	0.9608	0.9333	153	0.75	0.8438	0.7941	32	0.7714	0.8710	0.8182	31	0.7943	0.8931	0.8408	0.9631
0.0351	96.0	10176	0.1552	0.7821	0.8841	0.8299	69	0.6267	0.7705	0.6912	61	0.9074	0.9608	0.9333	153	0.75	0.8438	0.7941	32	0.7714	0.8710	0.8182	31	0.8005	0.8931	0.8443	0.9641
0.036	97.0	10282	0.1527	0.7821	0.8841	0.8299	69	0.6351	0.7705	0.6963	61	0.9080	0.9673	0.9367	153	0.75	0.8438	0.7941	32	0.7941	0.8710	0.8308	31	0.8052	0.8960	0.8482	0.9651
0.0368	98.0	10388	0.1544	0.7595	0.8696	0.8108	69	0.6351	0.7705	0.6963	61	0.9080	0.9673	0.9367	153	0.75	0.8438	0.7941	32	0.7714	0.8710	0.8182	31	0.7984	0.8931	0.8431	0.9638
0.0362	99.0	10494	0.1546	0.7595	0.8696	0.8108	69	0.6351	0.7705	0.6963	61	0.9080	0.9673	0.9367	153	0.75	0.8438	0.7941	32	0.7714	0.8710	0.8182	31	0.7984	0.8931	0.8431	0.9636
0.034	100.0	10600	0.1547	0.7595	0.8696	0.8108	69	0.6351	0.7705	0.6963	61	0.9080	0.9673	0.9367	153	0.75	0.8438	0.7941	32	0.7714	0.8710	0.8182	31	0.7984	0.8931	0.8431	0.9636

Framework versions

• Transformers 4.40.2
• Pytorch 2.3.0+cu121
• Datasets 2.19.1
• Tokenizers 0.19.1