nerugm-pt-pl30-1

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: 0.1730
• Location Precision: 0.7895
• Location Recall: 0.8696
• Location F1: 0.8276
• Location Number: 69
• Organization Precision: 0.6173
• Organization Recall: 0.8197
• Organization F1: 0.7042
• Organization Number: 61
• Person Precision: 0.8720
• Person Recall: 0.9346
• Person F1: 0.9022
• Person Number: 153
• Quantity Precision: 0.7429
• Quantity Recall: 0.8125
• Quantity F1: 0.7761
• Quantity Number: 32
• Time Precision: 0.8485
• Time Recall: 0.9032
• Time F1: 0.875
• Time Number: 31
• Overall Precision: 0.7892
• Overall Recall: 0.8873
• Overall F1: 0.8354
• 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
0.9884	1.0	106	0.5702	0.0	0.0	0.0	69	0.0	0.0	0.0	61	0.1852	0.0327	0.0556	153	0.0	0.0	0.0	32	0.0	0.0	0.0	31	0.1220	0.0145	0.0258	0.8395
0.4955	2.0	212	0.3472	0.4483	0.1884	0.2653	69	0.0333	0.0164	0.0220	61	0.4696	0.7582	0.5800	153	0.0	0.0	0.0	32	0.3077	0.2581	0.2807	31	0.4095	0.3988	0.4041	0.8935
0.3135	3.0	318	0.2126	0.5745	0.7826	0.6626	69	0.3733	0.4590	0.4118	61	0.7624	0.9020	0.8263	153	0.4565	0.6562	0.5385	32	0.7222	0.8387	0.7761	31	0.6181	0.7717	0.6864	0.9329
0.2135	4.0	424	0.1868	0.58	0.8406	0.6864	69	0.4588	0.6393	0.5342	61	0.8150	0.9216	0.8650	153	0.4314	0.6875	0.5301	32	0.5909	0.8387	0.6933	31	0.6313	0.8266	0.7159	0.9363
0.1776	5.0	530	0.1490	0.6867	0.8261	0.75	69	0.5269	0.8033	0.6364	61	0.8161	0.9281	0.8685	153	0.6	0.75	0.6667	32	0.8966	0.8387	0.8667	31	0.7112	0.8613	0.7791	0.9510
0.1582	6.0	636	0.1369	0.6484	0.8551	0.7375	69	0.5341	0.7705	0.6309	61	0.8314	0.9346	0.8800	153	0.6	0.75	0.6667	32	0.8	0.9032	0.8485	31	0.7066	0.8699	0.7798	0.9559
0.1452	7.0	742	0.1393	0.7195	0.8551	0.7815	69	0.5402	0.7705	0.6351	61	0.8353	0.9281	0.8793	153	0.6	0.8438	0.7013	32	0.8	0.9032	0.8485	31	0.7232	0.8757	0.7922	0.9549
0.1352	8.0	848	0.1316	0.7467	0.8116	0.7778	69	0.5732	0.7705	0.6573	61	0.8512	0.9346	0.8910	153	0.6410	0.7812	0.7042	32	0.6667	0.8387	0.7429	31	0.7370	0.8584	0.7931	0.9567
0.1268	9.0	954	0.1275	0.7195	0.8551	0.7815	69	0.5658	0.7049	0.6277	61	0.8402	0.9281	0.8820	153	0.6579	0.7812	0.7143	32	0.7027	0.8387	0.7647	31	0.7338	0.8526	0.7888	0.9564
0.1197	10.0	1060	0.1243	0.75	0.8696	0.8054	69	0.6053	0.7541	0.6715	61	0.8494	0.9216	0.8840	153	0.65	0.8125	0.7222	32	0.6842	0.8387	0.7536	31	0.7475	0.8642	0.8016	0.9581
0.1149	11.0	1166	0.1298	0.75	0.8696	0.8054	69	0.5854	0.7869	0.6713	61	0.8659	0.9281	0.8959	153	0.6	0.8438	0.7013	32	0.8	0.9032	0.8485	31	0.7512	0.8815	0.8112	0.9579
0.1074	12.0	1272	0.1298	0.8	0.8696	0.8333	69	0.5875	0.7705	0.6667	61	0.8780	0.9412	0.9085	153	0.6279	0.8438	0.72	32	0.7941	0.8710	0.8308	31	0.7702	0.8815	0.8221	0.9584
0.1021	13.0	1378	0.1449	0.7564	0.8551	0.8027	69	0.53	0.8689	0.6584	61	0.8521	0.9412	0.8944	153	0.675	0.8438	0.75	32	0.6923	0.8710	0.7714	31	0.7277	0.8960	0.8031	0.9542
0.1	14.0	1484	0.1380	0.7895	0.8696	0.8276	69	0.5833	0.8033	0.6759	61	0.8667	0.9346	0.8994	153	0.6429	0.8438	0.7297	32	0.675	0.8710	0.7606	31	0.7518	0.8844	0.8127	0.9564
0.0956	15.0	1590	0.1301	0.7532	0.8406	0.7945	69	0.6486	0.7869	0.7111	61	0.8834	0.9412	0.9114	153	0.675	0.8438	0.75	32	0.7429	0.8387	0.7879	31	0.7789	0.8757	0.8245	0.9599
0.0952	16.0	1696	0.1324	0.7375	0.8551	0.7919	69	0.5926	0.7869	0.6761	61	0.8631	0.9477	0.9034	153	0.6842	0.8125	0.7429	32	0.8710	0.8710	0.8710	31	0.7663	0.8815	0.8199	0.9596
0.09	17.0	1802	0.1328	0.7792	0.8696	0.8219	69	0.5862	0.8361	0.6892	61	0.8765	0.9281	0.9016	153	0.7105	0.8438	0.7714	32	0.7568	0.9032	0.8235	31	0.7681	0.8902	0.8246	0.9591
0.0862	18.0	1908	0.1255	0.7532	0.8406	0.7945	69	0.6389	0.7541	0.6917	61	0.8951	0.9477	0.9206	153	0.675	0.8438	0.75	32	0.75	0.8710	0.8060	31	0.7829	0.8757	0.8267	0.9614
0.0825	19.0	2014	0.1247	0.76	0.8261	0.7917	69	0.6538	0.8361	0.7338	61	0.8667	0.9346	0.8994	153	0.6842	0.8125	0.7429	32	0.7778	0.9032	0.8358	31	0.7781	0.8815	0.8266	0.9614
0.0814	20.0	2120	0.1330	0.7973	0.8551	0.8252	69	0.5833	0.8033	0.6759	61	0.8795	0.9542	0.9154	153	0.6923	0.8438	0.7606	32	0.7027	0.8387	0.7647	31	0.7675	0.8873	0.8231	0.9589
0.0782	21.0	2226	0.1432	0.7375	0.8551	0.7919	69	0.6184	0.7705	0.6861	61	0.8683	0.9477	0.9062	153	0.6098	0.7812	0.6849	32	0.7027	0.8387	0.7647	31	0.7531	0.8728	0.8086	0.9564
0.0799	22.0	2332	0.1451	0.7848	0.8986	0.8378	69	0.5354	0.8689	0.6625	61	0.8727	0.9412	0.9057	153	0.6842	0.8125	0.7429	32	0.7297	0.8710	0.7941	31	0.7464	0.9017	0.8168	0.9557
0.0756	23.0	2438	0.1407	0.8108	0.8696	0.8392	69	0.6076	0.7869	0.6857	61	0.8650	0.9216	0.8924	153	0.6098	0.7812	0.6849	32	0.7222	0.8387	0.7761	31	0.7634	0.8671	0.8119	0.9574
0.0711	24.0	2544	0.1331	0.7733	0.8406	0.8056	69	0.6098	0.8197	0.6993	61	0.8735	0.9477	0.9091	153	0.7027	0.8125	0.7536	32	0.7429	0.8387	0.7879	31	0.7722	0.8815	0.8232	0.9594
0.0715	25.0	2650	0.1326	0.775	0.8986	0.8322	69	0.6024	0.8197	0.6944	61	0.9006	0.9477	0.9236	153	0.6842	0.8125	0.7429	32	0.7568	0.9032	0.8235	31	0.7794	0.8988	0.8349	0.9623
0.0699	26.0	2756	0.1396	0.7595	0.8696	0.8108	69	0.6296	0.8361	0.7183	61	0.8675	0.9412	0.9028	153	0.6098	0.7812	0.6849	32	0.8125	0.8387	0.8254	31	0.7669	0.8844	0.8215	0.9594
0.064	27.0	2862	0.1338	0.8	0.8696	0.8333	69	0.6447	0.8033	0.7153	61	0.8683	0.9477	0.9062	153	0.7222	0.8125	0.7647	32	0.75	0.8710	0.8060	31	0.7872	0.8873	0.8342	0.9628
0.066	28.0	2968	0.1395	0.7848	0.8986	0.8378	69	0.6316	0.5902	0.6102	61	0.8896	0.9477	0.9177	153	0.7105	0.8438	0.7714	32	0.6923	0.8710	0.7714	31	0.7899	0.8584	0.8227	0.9606
0.0643	29.0	3074	0.1434	0.7625	0.8841	0.8188	69	0.6220	0.8361	0.7133	61	0.8735	0.9477	0.9091	153	0.75	0.8438	0.7941	32	0.7222	0.8387	0.7761	31	0.775	0.8960	0.8311	0.9614
0.0613	30.0	3180	0.1416	0.7922	0.8841	0.8356	69	0.5904	0.8033	0.6806	61	0.8834	0.9412	0.9114	153	0.7714	0.8438	0.8060	32	0.7879	0.8387	0.8125	31	0.7852	0.8873	0.8331	0.9621
0.0611	31.0	3286	0.1443	0.7692	0.8696	0.8163	69	0.6184	0.7705	0.6861	61	0.8944	0.9412	0.9172	153	0.7027	0.8125	0.7536	32	0.7647	0.8387	0.8000	31	0.7850	0.8757	0.8279	0.9601
0.0594	32.0	3392	0.1368	0.7692	0.8696	0.8163	69	0.6329	0.8197	0.7143	61	0.8788	0.9477	0.9119	153	0.6579	0.7812	0.7143	32	0.7714	0.8710	0.8182	31	0.7772	0.8873	0.8286	0.9616
0.0591	33.0	3498	0.1401	0.775	0.8986	0.8322	69	0.6479	0.7541	0.6970	61	0.8712	0.9281	0.8987	153	0.7027	0.8125	0.7536	32	0.8182	0.8710	0.8438	31	0.7891	0.8757	0.8301	0.9623
0.0586	34.0	3604	0.1381	0.7821	0.8841	0.8299	69	0.625	0.8197	0.7092	61	0.8889	0.9412	0.9143	153	0.7222	0.8125	0.7647	32	0.8235	0.9032	0.8615	31	0.7923	0.8931	0.8397	0.9631
0.0557	35.0	3710	0.1449	0.7654	0.8986	0.8267	69	0.5610	0.7541	0.6434	61	0.8712	0.9281	0.8987	153	0.7222	0.8125	0.7647	32	0.8235	0.9032	0.8615	31	0.7677	0.8786	0.8194	0.9596
0.055	36.0	3816	0.1479	0.7821	0.8841	0.8299	69	0.5529	0.7705	0.6438	61	0.8820	0.9281	0.9045	153	0.7027	0.8125	0.7536	32	0.7568	0.9032	0.8235	31	0.7638	0.8786	0.8172	0.9594
0.0549	37.0	3922	0.1484	0.7821	0.8841	0.8299	69	0.6024	0.8197	0.6944	61	0.8780	0.9412	0.9085	153	0.6579	0.7812	0.7143	32	0.7778	0.9032	0.8358	31	0.7719	0.8902	0.8268	0.9606
0.0516	38.0	4028	0.1517	0.7821	0.8841	0.8299	69	0.6486	0.7869	0.7111	61	0.8780	0.9412	0.9085	153	0.6667	0.8125	0.7324	32	0.7714	0.8710	0.8182	31	0.7846	0.8844	0.8315	0.9621
0.0525	39.0	4134	0.1387	0.7922	0.8841	0.8356	69	0.6267	0.7705	0.6912	61	0.8780	0.9412	0.9085	153	0.6757	0.7812	0.7246	32	0.8485	0.9032	0.875	31	0.7902	0.8815	0.8333	0.9643
0.0493	40.0	4240	0.1406	0.7922	0.8841	0.8356	69	0.6184	0.7705	0.6861	61	0.8834	0.9412	0.9114	153	0.7222	0.8125	0.7647	32	0.7297	0.8710	0.7941	31	0.7841	0.8815	0.8299	0.9628
0.0498	41.0	4346	0.1392	0.8026	0.8841	0.8414	69	0.6329	0.8197	0.7143	61	0.8727	0.9412	0.9057	153	0.7027	0.8125	0.7536	32	0.8710	0.8710	0.8710	31	0.7938	0.8902	0.8392	0.9631
0.048	42.0	4452	0.1464	0.8133	0.8841	0.8472	69	0.5854	0.7869	0.6713	61	0.8712	0.9281	0.8987	153	0.6944	0.7812	0.7353	32	0.7812	0.8065	0.7937	31	0.7758	0.8699	0.8202	0.9599
0.0514	43.0	4558	0.1435	0.7308	0.8261	0.7755	69	0.6316	0.7869	0.7007	61	0.8712	0.9281	0.8987	153	0.7143	0.7812	0.7463	32	0.8125	0.8387	0.8254	31	0.7760	0.8613	0.8164	0.9596
0.0482	44.0	4664	0.1486	0.7654	0.8986	0.8267	69	0.625	0.8197	0.7092	61	0.8727	0.9412	0.9057	153	0.6944	0.7812	0.7353	32	0.7429	0.8387	0.7879	31	0.7733	0.8873	0.8264	0.9604
0.0453	45.0	4770	0.1501	0.7692	0.8696	0.8163	69	0.6125	0.8033	0.6950	61	0.8720	0.9346	0.9022	153	0.6857	0.75	0.7164	32	0.8125	0.8387	0.8254	31	0.7763	0.8728	0.8218	0.9596
0.0444	46.0	4876	0.1433	0.7895	0.8696	0.8276	69	0.6	0.7869	0.6809	61	0.8780	0.9412	0.9085	153	0.6757	0.7812	0.7246	32	0.8710	0.8710	0.8710	31	0.7835	0.8786	0.8283	0.9633
0.0428	47.0	4982	0.1480	0.7821	0.8841	0.8299	69	0.5679	0.7541	0.6479	61	0.8773	0.9346	0.9051	153	0.7429	0.8125	0.7761	32	0.8125	0.8387	0.8254	31	0.7763	0.8728	0.8218	0.9616
0.0416	48.0	5088	0.1479	0.7792	0.8696	0.8219	69	0.6184	0.7705	0.6861	61	0.8780	0.9412	0.9085	153	0.65	0.8125	0.7222	32	0.8387	0.8387	0.8387	31	0.7809	0.8757	0.8256	0.9619
0.0434	49.0	5194	0.1513	0.8	0.8696	0.8333	69	0.6104	0.7705	0.6812	61	0.8667	0.9346	0.8994	153	0.7105	0.8438	0.7714	32	0.7778	0.9032	0.8358	31	0.7801	0.8815	0.8277	0.9619
0.0421	50.0	5300	0.1492	0.7821	0.8841	0.8299	69	0.6234	0.7869	0.6957	61	0.8727	0.9412	0.9057	153	0.7222	0.8125	0.7647	32	0.8125	0.8387	0.8254	31	0.7861	0.8815	0.8311	0.9614
0.0423	51.0	5406	0.1473	0.8026	0.8841	0.8414	69	0.6296	0.8361	0.7183	61	0.8788	0.9477	0.9119	153	0.7222	0.8125	0.7647	32	0.8438	0.8710	0.8571	31	0.7949	0.8960	0.8424	0.9646
0.0421	52.0	5512	0.1539	0.7895	0.8696	0.8276	69	0.5833	0.8033	0.6759	61	0.8773	0.9346	0.9051	153	0.75	0.8438	0.7941	32	0.8387	0.8387	0.8387	31	0.7821	0.8815	0.8288	0.9614
0.0415	53.0	5618	0.1545	0.7662	0.8551	0.8082	69	0.5854	0.7869	0.6713	61	0.8720	0.9346	0.9022	153	0.7429	0.8125	0.7761	32	0.8485	0.9032	0.875	31	0.7775	0.8786	0.8250	0.9621
0.0396	54.0	5724	0.1586	0.7792	0.8696	0.8219	69	0.5952	0.8197	0.6897	61	0.8659	0.9281	0.8959	153	0.7429	0.8125	0.7761	32	0.8125	0.8387	0.8254	31	0.7755	0.8786	0.8238	0.9631
0.0375	55.0	5830	0.1563	0.7792	0.8696	0.8219	69	0.6	0.7869	0.6809	61	0.8712	0.9281	0.8987	153	0.7429	0.8125	0.7761	32	0.7647	0.8387	0.8000	31	0.7763	0.8728	0.8218	0.9601
0.0379	56.0	5936	0.1533	0.7867	0.8551	0.8194	69	0.5679	0.7541	0.6479	61	0.8712	0.9281	0.8987	153	0.7297	0.8438	0.7826	32	0.8125	0.8387	0.8254	31	0.7732	0.8671	0.8174	0.9614
0.0354	57.0	6042	0.1612	0.7922	0.8841	0.8356	69	0.5897	0.7541	0.6619	61	0.8667	0.9346	0.8994	153	0.6842	0.8125	0.7429	32	0.8438	0.8710	0.8571	31	0.7769	0.8757	0.8234	0.9604
0.0363	58.0	6148	0.1525	0.7895	0.8696	0.8276	69	0.5663	0.7705	0.6528	61	0.8712	0.9281	0.8987	153	0.75	0.8438	0.7941	32	0.8182	0.8710	0.8438	31	0.7749	0.8757	0.8223	0.9623
0.0333	59.0	6254	0.1588	0.7722	0.8841	0.8243	69	0.6104	0.7705	0.6812	61	0.8727	0.9412	0.9057	153	0.7143	0.7812	0.7463	32	0.7879	0.8387	0.8125	31	0.7789	0.8757	0.8245	0.9619
0.0352	60.0	6360	0.1654	0.7625	0.8841	0.8188	69	0.5647	0.7869	0.6575	61	0.8773	0.9346	0.9051	153	0.7353	0.7812	0.7576	32	0.8182	0.8710	0.8438	31	0.7696	0.8786	0.8205	0.9611
0.035	61.0	6466	0.1560	0.7838	0.8406	0.8112	69	0.5875	0.7705	0.6667	61	0.8667	0.9346	0.8994	153	0.7576	0.7812	0.7692	32	0.8182	0.8710	0.8438	31	0.7792	0.8671	0.8208	0.9619
0.0326	62.0	6572	0.1644	0.7922	0.8841	0.8356	69	0.5783	0.7869	0.6667	61	0.8659	0.9281	0.8959	153	0.7353	0.7812	0.7576	32	0.8235	0.9032	0.8615	31	0.7755	0.8786	0.8238	0.9619
0.0329	63.0	6678	0.1641	0.8	0.8696	0.8333	69	0.6	0.7869	0.6809	61	0.8659	0.9281	0.8959	153	0.7143	0.7812	0.7463	32	0.7568	0.9032	0.8235	31	0.7749	0.8757	0.8223	0.9616
0.0335	64.0	6784	0.1627	0.8108	0.8696	0.8392	69	0.6125	0.8033	0.6950	61	0.8659	0.9281	0.8959	153	0.7222	0.8125	0.7647	32	0.8235	0.9032	0.8615	31	0.7861	0.8815	0.8311	0.9638
0.0322	65.0	6890	0.1623	0.7895	0.8696	0.8276	69	0.5949	0.7705	0.6714	61	0.8720	0.9346	0.9022	153	0.7222	0.8125	0.7647	32	0.8182	0.8710	0.8438	31	0.7809	0.8757	0.8256	0.9621
0.0332	66.0	6996	0.1601	0.8026	0.8841	0.8414	69	0.6049	0.8033	0.6901	61	0.8720	0.9346	0.9022	153	0.75	0.8438	0.7941	32	0.8182	0.8710	0.8438	31	0.7872	0.8873	0.8342	0.9631
0.0327	67.0	7102	0.1585	0.8	0.8696	0.8333	69	0.6125	0.8033	0.6950	61	0.8765	0.9281	0.9016	153	0.7429	0.8125	0.7761	32	0.8438	0.8710	0.8571	31	0.7917	0.8786	0.8329	0.9616
0.0327	68.0	7208	0.1642	0.7792	0.8696	0.8219	69	0.6098	0.8197	0.6993	61	0.8780	0.9412	0.9085	153	0.7222	0.8125	0.7647	32	0.8485	0.9032	0.875	31	0.7857	0.8902	0.8347	0.9626
0.0331	69.0	7314	0.1594	0.8219	0.8696	0.8451	69	0.6234	0.7869	0.6957	61	0.8720	0.9346	0.9022	153	0.6944	0.7812	0.7353	32	0.7941	0.8710	0.8308	31	0.7891	0.8757	0.8301	0.9619
0.0311	70.0	7420	0.1673	0.8	0.8696	0.8333	69	0.6026	0.7705	0.6763	61	0.8659	0.9281	0.8959	153	0.6944	0.7812	0.7353	32	0.8485	0.9032	0.875	31	0.7824	0.8728	0.8251	0.9606
0.0302	71.0	7526	0.1654	0.8108	0.8696	0.8392	69	0.6049	0.8033	0.6901	61	0.8720	0.9346	0.9022	153	0.7222	0.8125	0.7647	32	0.8182	0.8710	0.8438	31	0.7861	0.8815	0.8311	0.9626
0.0276	72.0	7632	0.1676	0.8	0.8696	0.8333	69	0.6125	0.8033	0.6950	61	0.8780	0.9412	0.9085	153	0.7143	0.7812	0.7463	32	0.8125	0.8387	0.8254	31	0.7876	0.8786	0.8306	0.9636
0.0304	73.0	7738	0.1573	0.8108	0.8696	0.8392	69	0.6026	0.7705	0.6763	61	0.8720	0.9346	0.9022	153	0.7143	0.7812	0.7463	32	0.875	0.9032	0.8889	31	0.7911	0.8757	0.8313	0.9651
0.029	74.0	7844	0.1682	0.8	0.8696	0.8333	69	0.6	0.7869	0.6809	61	0.8765	0.9281	0.9016	153	0.7429	0.8125	0.7761	32	0.8387	0.8387	0.8387	31	0.7885	0.8728	0.8285	0.9626
0.0293	75.0	7950	0.1699	0.7895	0.8696	0.8276	69	0.6	0.7869	0.6809	61	0.8712	0.9281	0.8987	153	0.7429	0.8125	0.7761	32	0.8485	0.9032	0.875	31	0.7855	0.8786	0.8295	0.9623
0.0292	76.0	8056	0.1714	0.7792	0.8696	0.8219	69	0.6098	0.8197	0.6993	61	0.8780	0.9412	0.9085	153	0.7429	0.8125	0.7761	32	0.8182	0.8710	0.8438	31	0.7852	0.8873	0.8331	0.9626
0.0292	77.0	8162	0.1613	0.8	0.8696	0.8333	69	0.5949	0.7705	0.6714	61	0.8659	0.9281	0.8959	153	0.7353	0.7812	0.7576	32	0.8710	0.8710	0.8710	31	0.7859	0.8699	0.8258	0.9631
0.0259	78.0	8268	0.1647	0.7792	0.8696	0.8219	69	0.6154	0.7869	0.6906	61	0.8773	0.9346	0.9051	153	0.7429	0.8125	0.7761	32	0.8529	0.9355	0.8923	31	0.7907	0.8844	0.8349	0.9638
0.0274	79.0	8374	0.1649	0.8	0.8696	0.8333	69	0.6104	0.7705	0.6812	61	0.8780	0.9412	0.9085	153	0.7353	0.7812	0.7576	32	0.8125	0.8387	0.8254	31	0.7906	0.8728	0.8297	0.9636
0.0269	80.0	8480	0.1669	0.7792	0.8696	0.8219	69	0.5875	0.7705	0.6667	61	0.8780	0.9412	0.9085	153	0.7429	0.8125	0.7761	32	0.8182	0.8710	0.8438	31	0.7815	0.8786	0.8272	0.9636
0.028	81.0	8586	0.1671	0.7792	0.8696	0.8219	69	0.5949	0.7705	0.6714	61	0.8614	0.9346	0.8966	153	0.7059	0.75	0.7273	32	0.8	0.9032	0.8485	31	0.7724	0.8728	0.8195	0.9621
0.0279	82.0	8692	0.1679	0.7895	0.8696	0.8276	69	0.6098	0.8197	0.6993	61	0.8659	0.9281	0.8959	153	0.7143	0.7812	0.7463	32	0.7941	0.8710	0.8308	31	0.7775	0.8786	0.8250	0.9623
0.0258	83.0	8798	0.1649	0.8219	0.8696	0.8451	69	0.625	0.8197	0.7092	61	0.8773	0.9346	0.9051	153	0.7647	0.8125	0.7879	32	0.875	0.9032	0.8889	31	0.8037	0.8873	0.8434	0.9643
0.0272	84.0	8904	0.1686	0.8	0.8696	0.8333	69	0.625	0.8197	0.7092	61	0.8773	0.9346	0.9051	153	0.7143	0.7812	0.7463	32	0.8235	0.9032	0.8615	31	0.7907	0.8844	0.8349	0.9636
0.0261	85.0	9010	0.1691	0.8	0.8696	0.8333	69	0.6173	0.8197	0.7042	61	0.8720	0.9346	0.9022	153	0.7222	0.8125	0.7647	32	0.8182	0.8710	0.8438	31	0.7866	0.8844	0.8327	0.9641
0.0254	86.0	9116	0.1746	0.7821	0.8841	0.8299	69	0.5926	0.7869	0.6761	61	0.8720	0.9346	0.9022	153	0.7222	0.8125	0.7647	32	0.7941	0.8710	0.8308	31	0.7761	0.8815	0.8254	0.9623
0.028	87.0	9222	0.1669	0.8108	0.8696	0.8392	69	0.5854	0.7869	0.6713	61	0.8712	0.9281	0.8987	153	0.7714	0.8438	0.8060	32	0.875	0.9032	0.8889	31	0.7902	0.8815	0.8333	0.9648
0.0244	88.0	9328	0.1714	0.8026	0.8841	0.8414	69	0.6049	0.8033	0.6901	61	0.8773	0.9346	0.9051	153	0.7429	0.8125	0.7761	32	0.8438	0.8710	0.8571	31	0.7907	0.8844	0.8349	0.9636
0.0241	89.0	9434	0.1706	0.8108	0.8696	0.8392	69	0.5802	0.7705	0.6620	61	0.8712	0.9281	0.8987	153	0.7353	0.7812	0.7576	32	0.8485	0.9032	0.875	31	0.7844	0.8728	0.8263	0.9631
0.0243	90.0	9540	0.1695	0.8108	0.8696	0.8392	69	0.5897	0.7541	0.6619	61	0.8712	0.9281	0.8987	153	0.7353	0.7812	0.7576	32	0.8125	0.8387	0.8254	31	0.7848	0.8642	0.8226	0.9628
0.0275	91.0	9646	0.1680	0.8108	0.8696	0.8392	69	0.5854	0.7869	0.6713	61	0.8720	0.9346	0.9022	153	0.7429	0.8125	0.7761	32	0.8125	0.8387	0.8254	31	0.7829	0.8757	0.8267	0.9638
0.0255	92.0	9752	0.1681	0.8	0.8696	0.8333	69	0.6173	0.8197	0.7042	61	0.8659	0.9281	0.8959	153	0.7429	0.8125	0.7761	32	0.8387	0.8387	0.8387	31	0.7876	0.8786	0.8306	0.9633
0.0263	93.0	9858	0.1713	0.8	0.8696	0.8333	69	0.6098	0.8197	0.6993	61	0.8659	0.9281	0.8959	153	0.7714	0.8438	0.8060	32	0.8387	0.8387	0.8387	31	0.7881	0.8815	0.8322	0.9633
0.0241	94.0	9964	0.1685	0.8	0.8696	0.8333	69	0.5854	0.7869	0.6713	61	0.8606	0.9281	0.8931	153	0.7714	0.8438	0.8060	32	0.8387	0.8387	0.8387	31	0.7809	0.8757	0.8256	0.9636
0.0226	95.0	10070	0.1730	0.7895	0.8696	0.8276	69	0.6098	0.8197	0.6993	61	0.8720	0.9346	0.9022	153	0.7714	0.8438	0.8060	32	0.8182	0.8710	0.8438	31	0.7872	0.8873	0.8342	0.9641
0.0255	96.0	10176	0.1723	0.7895	0.8696	0.8276	69	0.5904	0.8033	0.6806	61	0.8667	0.9346	0.8994	153	0.7429	0.8125	0.7761	32	0.8235	0.9032	0.8615	31	0.7786	0.8844	0.8281	0.9633
0.0235	97.0	10282	0.1719	0.8108	0.8696	0.8392	69	0.6173	0.8197	0.7042	61	0.8667	0.9346	0.8994	153	0.7714	0.8438	0.8060	32	0.8235	0.9032	0.8615	31	0.7918	0.8902	0.8381	0.9646
0.0247	98.0	10388	0.1728	0.8	0.8696	0.8333	69	0.6173	0.8197	0.7042	61	0.8720	0.9346	0.9022	153	0.7714	0.8438	0.8060	32	0.8485	0.9032	0.875	31	0.7938	0.8902	0.8392	0.9643
0.0249	99.0	10494	0.1731	0.7895	0.8696	0.8276	69	0.6173	0.8197	0.7042	61	0.8720	0.9346	0.9022	153	0.7429	0.8125	0.7761	32	0.8485	0.9032	0.875	31	0.7892	0.8873	0.8354	0.9636
0.0219	100.0	10600	0.1730	0.7895	0.8696	0.8276	69	0.6173	0.8197	0.7042	61	0.8720	0.9346	0.9022	153	0.7429	0.8125	0.7761	32	0.8485	0.9032	0.875	31	0.7892	0.8873	0.8354	0.9636

Framework versions

• Transformers 4.39.3
• Pytorch 2.3.0+cu121
• Datasets 2.19.1
• Tokenizers 0.15.2