nerugm-unipelt-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: 0.2230
• Location Precision: 0.7792
• Location Recall: 0.8696
• Location F1: 0.8219
• Location Number: 69
• Organization Precision: 0.6301
• Organization Recall: 0.7541
• Organization F1: 0.6866
• Organization Number: 61
• Person Precision: 0.8957
• Person Recall: 0.9542
• Person F1: 0.9241
• Person Number: 153
• Quantity Precision: 0.7941
• Quantity Recall: 0.8438
• Quantity F1: 0.8182
• Quantity Number: 32
• Time Precision: 0.7941
• Time Recall: 0.8710
• Time F1: 0.8308
• Time Number: 31
• Overall Precision: 0.8031
• Overall Recall: 0.8844
• Overall F1: 0.8418
• Overall Accuracy: 0.9651

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
0.9528	1.0	106	0.6223	0.0	0.0	0.0	69	0.0	0.0	0.0	61	0.25	0.0065	0.0127	153	0.0	0.0	0.0	32	0.0	0.0	0.0	31	0.2	0.0029	0.0057	0.8358
0.5159	2.0	212	0.3608	0.4915	0.4203	0.4531	69	0.0789	0.0492	0.0606	61	0.4873	0.7516	0.5913	153	0.0476	0.0312	0.0377	32	0.4651	0.6452	0.5405	31	0.4232	0.4855	0.4522	0.8982
0.297	3.0	318	0.1927	0.5918	0.8406	0.6946	69	0.4458	0.6066	0.5139	61	0.7886	0.9020	0.8415	153	0.5116	0.6875	0.5867	32	0.8182	0.8710	0.8438	31	0.6528	0.8150	0.7249	0.9408
0.1907	4.0	424	0.1742	0.6061	0.8696	0.7143	69	0.55	0.7213	0.6241	61	0.8161	0.9281	0.8685	153	0.4808	0.7812	0.5952	32	0.6190	0.8387	0.7123	31	0.6644	0.8584	0.7491	0.9438
0.1593	5.0	530	0.1357	0.6707	0.7971	0.7285	69	0.5732	0.7705	0.6573	61	0.8246	0.9216	0.8704	153	0.7027	0.8125	0.7536	32	0.8710	0.8710	0.8710	31	0.7345	0.8555	0.7904	0.9549
0.1401	6.0	636	0.1358	0.6304	0.8406	0.7205	69	0.5783	0.7869	0.6667	61	0.8512	0.9346	0.8910	153	0.6585	0.8438	0.7397	32	0.7297	0.8710	0.7941	31	0.7197	0.8757	0.7901	0.9554
0.1309	7.0	742	0.1302	0.6364	0.8116	0.7134	69	0.5976	0.8033	0.6853	61	0.8503	0.9281	0.8875	153	0.6190	0.8125	0.7027	32	0.8182	0.8710	0.8438	31	0.7282	0.8671	0.7916	0.9571
0.1197	8.0	848	0.1252	0.7284	0.8551	0.7867	69	0.6125	0.8033	0.6950	61	0.8537	0.9150	0.8833	153	0.75	0.8438	0.7941	32	0.6842	0.8387	0.7536	31	0.7544	0.8699	0.8081	0.9581
0.1102	9.0	954	0.1331	0.6629	0.8551	0.7468	69	0.6479	0.7541	0.6970	61	0.8512	0.9346	0.8910	153	0.7778	0.875	0.8235	32	0.7105	0.8710	0.7826	31	0.7537	0.8757	0.8102	0.9589
0.1078	10.0	1060	0.1159	0.7632	0.8406	0.8	69	0.5972	0.7049	0.6466	61	0.8773	0.9346	0.9051	153	0.75	0.8438	0.7941	32	0.7429	0.8387	0.7879	31	0.7775	0.8584	0.8159	0.9609
0.1003	11.0	1166	0.1227	0.7073	0.8406	0.7682	69	0.6301	0.7541	0.6866	61	0.8563	0.9346	0.8938	153	0.7105	0.8438	0.7714	32	0.6923	0.8710	0.7714	31	0.7544	0.8699	0.8081	0.9591
0.0953	12.0	1272	0.1236	0.7632	0.8406	0.8	69	0.6056	0.7049	0.6515	61	0.8812	0.9216	0.9010	153	0.6842	0.8125	0.7429	32	0.7647	0.8387	0.8000	31	0.7757	0.8497	0.8110	0.9581
0.0906	13.0	1378	0.1297	0.6951	0.8261	0.7550	69	0.6341	0.8525	0.7273	61	0.8631	0.9477	0.9034	153	0.7714	0.8438	0.8060	32	0.75	0.8710	0.8060	31	0.7643	0.8902	0.8224	0.9609
0.0875	14.0	1484	0.1440	0.7436	0.8406	0.7891	69	0.5761	0.8689	0.6928	61	0.8735	0.9477	0.9091	153	0.675	0.8438	0.75	32	0.6341	0.8387	0.7222	31	0.7410	0.8931	0.8100	0.9547
0.0851	15.0	1590	0.1324	0.7468	0.8551	0.7973	69	0.6053	0.7541	0.6715	61	0.8606	0.9281	0.8931	153	0.7105	0.8438	0.7714	32	0.7647	0.8387	0.8000	31	0.7653	0.8671	0.8130	0.9574
0.0757	16.0	1696	0.1373	0.7375	0.8551	0.7919	69	0.6329	0.8197	0.7143	61	0.8720	0.9346	0.9022	153	0.7105	0.8438	0.7714	32	0.7647	0.8387	0.8000	31	0.7722	0.8815	0.8232	0.9594
0.0752	17.0	1802	0.1300	0.6744	0.8406	0.7484	69	0.6104	0.7705	0.6812	61	0.8765	0.9281	0.9016	153	0.7297	0.8438	0.7826	32	0.7778	0.9032	0.8358	31	0.7588	0.8728	0.8118	0.9604
0.0707	18.0	1908	0.1344	0.7468	0.8551	0.7973	69	0.6462	0.6885	0.6667	61	0.8720	0.9346	0.9022	153	0.7297	0.8438	0.7826	32	0.7429	0.8387	0.7879	31	0.7816	0.8584	0.8182	0.9591
0.0692	19.0	2014	0.1338	0.7532	0.8406	0.7945	69	0.64	0.7869	0.7059	61	0.8606	0.9281	0.8931	153	0.7568	0.875	0.8116	32	0.7647	0.8387	0.8000	31	0.7784	0.8728	0.8229	0.9601
0.0647	20.0	2120	0.1284	0.7662	0.8551	0.8082	69	0.64	0.7869	0.7059	61	0.8727	0.9412	0.9057	153	0.7714	0.8438	0.8060	32	0.7941	0.8710	0.8308	31	0.7902	0.8815	0.8333	0.9619
0.0611	21.0	2226	0.1556	0.6951	0.8261	0.7550	69	0.5952	0.8197	0.6897	61	0.8554	0.9281	0.8903	153	0.6341	0.8125	0.7123	32	0.7027	0.8387	0.7647	31	0.7341	0.8699	0.7963	0.9522
0.0626	22.0	2332	0.1527	0.7108	0.8551	0.7763	69	0.6145	0.8361	0.7083	61	0.8788	0.9477	0.9119	153	0.7027	0.8125	0.7536	32	0.7027	0.8387	0.7647	31	0.7580	0.8873	0.8176	0.9584
0.0588	23.0	2438	0.1367	0.7662	0.8551	0.8082	69	0.6154	0.7869	0.6906	61	0.8938	0.9346	0.9137	153	0.7714	0.8438	0.8060	32	0.7879	0.8387	0.8125	31	0.7911	0.8757	0.8313	0.9611
0.0549	24.0	2544	0.1411	0.7284	0.8551	0.7867	69	0.6575	0.7869	0.7164	61	0.8812	0.9216	0.9010	153	0.8	0.875	0.8358	32	0.8182	0.8710	0.8438	31	0.7932	0.8757	0.8324	0.9614
0.0524	25.0	2650	0.1437	0.7073	0.8406	0.7682	69	0.6282	0.8033	0.7050	61	0.8727	0.9412	0.9057	153	0.7714	0.8438	0.8060	32	0.7714	0.8710	0.8182	31	0.7722	0.8815	0.8232	0.9616
0.0526	26.0	2756	0.1351	0.7564	0.8551	0.8027	69	0.6081	0.7377	0.6667	61	0.8727	0.9412	0.9057	153	0.7429	0.8125	0.7761	32	0.7941	0.8710	0.8308	31	0.7798	0.8699	0.8224	0.9616
0.0487	27.0	2862	0.1429	0.7284	0.8551	0.7867	69	0.6267	0.7705	0.6912	61	0.8773	0.9346	0.9051	153	0.7714	0.8438	0.8060	32	0.7941	0.8710	0.8308	31	0.7809	0.8757	0.8256	0.9611
0.0476	28.0	2968	0.1472	0.7143	0.8696	0.7843	69	0.6571	0.7541	0.7023	61	0.8720	0.9346	0.9022	153	0.7714	0.8438	0.8060	32	0.7297	0.8710	0.7941	31	0.7769	0.8757	0.8234	0.9606
0.0462	29.0	3074	0.1602	0.7160	0.8406	0.7733	69	0.6145	0.8361	0.7083	61	0.8855	0.9608	0.9216	153	0.7714	0.8438	0.8060	32	0.75	0.8710	0.8060	31	0.7731	0.8960	0.8300	0.9616
0.0444	30.0	3180	0.1521	0.7763	0.8551	0.8138	69	0.6203	0.8033	0.7	61	0.8855	0.9608	0.9216	153	0.7714	0.8438	0.8060	32	0.8182	0.8710	0.8438	31	0.7943	0.8931	0.8408	0.9626
0.0446	31.0	3286	0.1581	0.7215	0.8261	0.7703	69	0.6203	0.8033	0.7	61	0.8788	0.9477	0.9119	153	0.7714	0.8438	0.8060	32	0.8182	0.8710	0.8438	31	0.7801	0.8815	0.8277	0.9609
0.0406	32.0	3392	0.1524	0.7722	0.8841	0.8243	69	0.625	0.7377	0.6767	61	0.9012	0.9542	0.9270	153	0.7714	0.8438	0.8060	32	0.8182	0.8710	0.8438	31	0.8031	0.8844	0.8418	0.9623
0.0411	33.0	3498	0.1447	0.7792	0.8696	0.8219	69	0.6234	0.7869	0.6957	61	0.8889	0.9412	0.9143	153	0.7714	0.8438	0.8060	32	0.7941	0.8710	0.8308	31	0.7948	0.8844	0.8372	0.9638
0.0376	34.0	3604	0.1713	0.7160	0.8406	0.7733	69	0.5882	0.8197	0.6849	61	0.8896	0.9477	0.9177	153	0.7714	0.8438	0.8060	32	0.7941	0.8710	0.8308	31	0.7714	0.8873	0.8253	0.9606
0.0386	35.0	3710	0.1511	0.7284	0.8551	0.7867	69	0.6267	0.7705	0.6912	61	0.8780	0.9412	0.9085	153	0.7714	0.8438	0.8060	32	0.8182	0.8710	0.8438	31	0.7835	0.8786	0.8283	0.9631
0.0357	36.0	3816	0.1648	0.7867	0.8551	0.8194	69	0.625	0.8197	0.7092	61	0.8848	0.9542	0.9182	153	0.8235	0.875	0.8485	32	0.8182	0.8710	0.8438	31	0.8010	0.8960	0.8458	0.9628
0.0347	37.0	3922	0.1701	0.7436	0.8406	0.7891	69	0.6265	0.8525	0.7222	61	0.9018	0.9608	0.9304	153	0.7714	0.8438	0.8060	32	0.8438	0.8710	0.8571	31	0.7954	0.8988	0.8440	0.9636
0.0354	38.0	4028	0.1487	0.7403	0.8261	0.7808	69	0.6197	0.7213	0.6667	61	0.8957	0.9542	0.9241	153	0.7429	0.8125	0.7761	32	0.8182	0.8710	0.8438	31	0.7916	0.8671	0.8276	0.9641
0.0337	39.0	4134	0.1630	0.7895	0.8696	0.8276	69	0.6190	0.8525	0.7172	61	0.8735	0.9477	0.9091	153	0.75	0.8438	0.7941	32	0.8182	0.8710	0.8438	31	0.7873	0.8988	0.8394	0.9626
0.031	40.0	4240	0.1605	0.7125	0.8261	0.7651	69	0.6438	0.7705	0.7015	61	0.8848	0.9542	0.9182	153	0.75	0.8438	0.7941	32	0.8182	0.8710	0.8438	31	0.7855	0.8786	0.8295	0.9631
0.0305	41.0	4346	0.1641	0.7308	0.8261	0.7755	69	0.5926	0.7869	0.6761	61	0.8788	0.9477	0.9119	153	0.7714	0.8438	0.8060	32	0.8182	0.8710	0.8438	31	0.7755	0.8786	0.8238	0.9616
0.0292	42.0	4452	0.1699	0.7632	0.8406	0.8	69	0.625	0.8197	0.7092	61	0.9012	0.9542	0.9270	153	0.7714	0.8438	0.8060	32	0.8182	0.8710	0.8438	31	0.7979	0.8902	0.8415	0.9636
0.0296	43.0	4558	0.1610	0.7215	0.8261	0.7703	69	0.6769	0.7213	0.6984	61	0.9012	0.9542	0.9270	153	0.7647	0.8125	0.7879	32	0.8182	0.8710	0.8438	31	0.8043	0.8671	0.8345	0.9661
0.0271	44.0	4664	0.1737	0.7564	0.8551	0.8027	69	0.6479	0.7541	0.6970	61	0.8848	0.9542	0.9182	153	0.7714	0.8438	0.8060	32	0.8182	0.8710	0.8438	31	0.7984	0.8815	0.8379	0.9626
0.0257	45.0	4770	0.1687	0.7532	0.8406	0.7945	69	0.6164	0.7377	0.6716	61	0.8855	0.9608	0.9216	153	0.7714	0.8438	0.8060	32	0.8438	0.8710	0.8571	31	0.7937	0.8786	0.8340	0.9641
0.0267	46.0	4876	0.1672	0.7532	0.8406	0.7945	69	0.6133	0.7541	0.6765	61	0.9068	0.9542	0.9299	153	0.7941	0.8438	0.8182	32	0.8438	0.8710	0.8571	31	0.8021	0.8786	0.8386	0.9638
0.0243	47.0	4982	0.1724	0.7632	0.8406	0.8	69	0.6282	0.8033	0.7050	61	0.8963	0.9608	0.9274	153	0.7429	0.8125	0.7761	32	0.8438	0.8710	0.8571	31	0.7974	0.8873	0.8399	0.9643
0.0245	48.0	5088	0.1749	0.7662	0.8551	0.8082	69	0.6216	0.7541	0.6815	61	0.8957	0.9542	0.9241	153	0.7714	0.8438	0.8060	32	0.8182	0.8710	0.8438	31	0.7984	0.8815	0.8379	0.9631
0.0248	49.0	5194	0.1652	0.7763	0.8551	0.8138	69	0.6389	0.7541	0.6917	61	0.8957	0.9542	0.9241	153	0.7429	0.8125	0.7761	32	0.8182	0.8710	0.8438	31	0.8021	0.8786	0.8386	0.9643
0.024	50.0	5300	0.1688	0.7703	0.8261	0.7972	69	0.6286	0.7213	0.6718	61	0.8889	0.9412	0.9143	153	0.7647	0.8125	0.7879	32	0.8182	0.8710	0.8438	31	0.7989	0.8613	0.8289	0.9621
0.0218	51.0	5406	0.1847	0.7922	0.8841	0.8356	69	0.6173	0.8197	0.7042	61	0.9080	0.9673	0.9367	153	0.7714	0.8438	0.8060	32	0.7941	0.8710	0.8308	31	0.8026	0.9046	0.8505	0.9643
0.0213	52.0	5512	0.1806	0.7922	0.8841	0.8356	69	0.6118	0.8525	0.7123	61	0.9136	0.9673	0.9397	153	0.7429	0.8125	0.7761	32	0.7714	0.8710	0.8182	31	0.7970	0.9075	0.8486	0.9636
0.0201	53.0	5618	0.1869	0.7733	0.8406	0.8056	69	0.65	0.8525	0.7376	61	0.8909	0.9608	0.9245	153	0.7647	0.8125	0.7879	32	0.8182	0.8710	0.8438	31	0.8010	0.8960	0.8458	0.9643
0.02	54.0	5724	0.1793	0.7564	0.8551	0.8027	69	0.6620	0.7705	0.7121	61	0.8916	0.9673	0.9279	153	0.8235	0.875	0.8485	32	0.8182	0.8710	0.8438	31	0.8089	0.8931	0.8489	0.9653
0.0204	55.0	5830	0.1896	0.7733	0.8406	0.8056	69	0.6053	0.7541	0.6715	61	0.8720	0.9346	0.9022	153	0.75	0.8438	0.7941	32	0.7714	0.8710	0.8182	31	0.7798	0.8699	0.8224	0.9604
0.0221	56.0	5936	0.1789	0.7973	0.8551	0.8252	69	0.6389	0.7541	0.6917	61	0.9187	0.9608	0.9393	153	0.75	0.8438	0.7941	32	0.8438	0.8710	0.8571	31	0.8182	0.8844	0.85	0.9656
0.0191	57.0	6042	0.1873	0.7895	0.8696	0.8276	69	0.6164	0.7377	0.6716	61	0.9074	0.9608	0.9333	153	0.7429	0.8125	0.7761	32	0.8438	0.8710	0.8571	31	0.8069	0.8815	0.8425	0.9633
0.0184	58.0	6148	0.1909	0.7632	0.8406	0.8	69	0.6053	0.7541	0.6715	61	0.8855	0.9608	0.9216	153	0.7714	0.8438	0.8060	32	0.8438	0.8710	0.8571	31	0.7922	0.8815	0.8345	0.9623
0.0173	59.0	6254	0.1982	0.8	0.8696	0.8333	69	0.6	0.7377	0.6618	61	0.8902	0.9542	0.9211	153	0.7714	0.8438	0.8060	32	0.7714	0.8710	0.8182	31	0.7943	0.8815	0.8356	0.9619
0.018	60.0	6360	0.2026	0.7632	0.8406	0.8	69	0.5976	0.8033	0.6853	61	0.8743	0.9542	0.9125	153	0.7941	0.8438	0.8182	32	0.8182	0.8710	0.8438	31	0.7832	0.8873	0.8320	0.9623
0.0174	61.0	6466	0.1825	0.7808	0.8261	0.8028	69	0.6667	0.7213	0.6929	61	0.9	0.9412	0.9201	153	0.7714	0.8438	0.8060	32	0.8182	0.8710	0.8438	31	0.8147	0.8642	0.8387	0.9653
0.0159	62.0	6572	0.2077	0.7821	0.8841	0.8299	69	0.5854	0.7869	0.6713	61	0.8795	0.9542	0.9154	153	0.7647	0.8125	0.7879	32	0.8485	0.9032	0.875	31	0.7863	0.8931	0.8363	0.9631
0.0159	63.0	6678	0.2055	0.7973	0.8551	0.8252	69	0.6133	0.7541	0.6765	61	0.8963	0.9608	0.9274	153	0.7429	0.8125	0.7761	32	0.8	0.9032	0.8485	31	0.7990	0.8844	0.8395	0.9623
0.0151	64.0	6784	0.2079	0.7922	0.8841	0.8356	69	0.6076	0.7869	0.6857	61	0.9136	0.9673	0.9397	153	0.75	0.8438	0.7941	32	0.8182	0.8710	0.8438	31	0.8036	0.8988	0.8486	0.9626
0.0162	65.0	6890	0.1951	0.7792	0.8696	0.8219	69	0.6053	0.7541	0.6715	61	0.8902	0.9542	0.9211	153	0.7941	0.8438	0.8182	32	0.8182	0.8710	0.8438	31	0.7969	0.8844	0.8384	0.9643
0.0149	66.0	6996	0.2003	0.7821	0.8841	0.8299	69	0.6301	0.7541	0.6866	61	0.8963	0.9608	0.9274	153	0.7647	0.8125	0.7879	32	0.7778	0.9032	0.8358	31	0.8	0.8902	0.8427	0.9651
0.0155	67.0	7102	0.2013	0.7532	0.8406	0.7945	69	0.6286	0.7213	0.6718	61	0.9024	0.9673	0.9338	153	0.7429	0.8125	0.7761	32	0.7941	0.8710	0.8308	31	0.7974	0.8757	0.8347	0.9626
0.0147	68.0	7208	0.2069	0.7662	0.8551	0.8082	69	0.6377	0.7213	0.6769	61	0.8855	0.9608	0.9216	153	0.7941	0.8438	0.8182	32	0.8182	0.8710	0.8438	31	0.8021	0.8786	0.8386	0.9628
0.0139	69.0	7314	0.1964	0.7895	0.8696	0.8276	69	0.6389	0.7541	0.6917	61	0.9012	0.9542	0.9270	153	0.7647	0.8125	0.7879	32	0.8182	0.8710	0.8438	31	0.8090	0.8815	0.8437	0.9653
0.0141	70.0	7420	0.2023	0.7662	0.8551	0.8082	69	0.6618	0.7377	0.6977	61	0.8902	0.9542	0.9211	153	0.8235	0.875	0.8485	32	0.8438	0.8710	0.8571	31	0.8133	0.8815	0.8460	0.9643
0.0136	71.0	7526	0.2076	0.7564	0.8551	0.8027	69	0.6389	0.7541	0.6917	61	0.8848	0.9542	0.9182	153	0.7941	0.8438	0.8182	32	0.8182	0.8710	0.8438	31	0.7984	0.8815	0.8379	0.9643
0.0135	72.0	7632	0.2011	0.7564	0.8551	0.8027	69	0.6338	0.7377	0.6818	61	0.8957	0.9542	0.9241	153	0.8235	0.875	0.8485	32	0.8182	0.8710	0.8438	31	0.8047	0.8815	0.8414	0.9646
0.0114	73.0	7738	0.2044	0.7792	0.8696	0.8219	69	0.6522	0.7377	0.6923	61	0.9018	0.9608	0.9304	153	0.8235	0.875	0.8485	32	0.8182	0.8710	0.8438	31	0.8165	0.8873	0.8504	0.9668
0.0124	74.0	7844	0.2059	0.7792	0.8696	0.8219	69	0.625	0.7377	0.6767	61	0.9018	0.9608	0.9304	153	0.7941	0.8438	0.8182	32	0.8235	0.9032	0.8615	31	0.8079	0.8873	0.8457	0.9658
0.0113	75.0	7950	0.2138	0.7692	0.8696	0.8163	69	0.6164	0.7377	0.6716	61	0.8902	0.9542	0.9211	153	0.7941	0.8438	0.8182	32	0.7941	0.8710	0.8308	31	0.7963	0.8815	0.8368	0.9648
0.0126	76.0	8056	0.2141	0.7722	0.8841	0.8243	69	0.625	0.7377	0.6767	61	0.8902	0.9542	0.9211	153	0.8235	0.875	0.8485	32	0.8	0.9032	0.8485	31	0.8021	0.8902	0.8438	0.9638
0.0116	77.0	8162	0.2113	0.7867	0.8551	0.8194	69	0.6429	0.7377	0.6870	61	0.9074	0.9608	0.9333	153	0.8235	0.875	0.8485	32	0.7941	0.8710	0.8308	31	0.816	0.8844	0.8488	0.9653
0.0126	78.0	8268	0.2126	0.7922	0.8841	0.8356	69	0.6351	0.7705	0.6963	61	0.8909	0.9608	0.9245	153	0.8235	0.875	0.8485	32	0.7297	0.8710	0.7941	31	0.8010	0.8960	0.8458	0.9653
0.0123	79.0	8374	0.2036	0.7973	0.8551	0.8252	69	0.6471	0.7213	0.6822	61	0.9018	0.9608	0.9304	153	0.8235	0.875	0.8485	32	0.8182	0.8710	0.8438	31	0.8199	0.8815	0.8496	0.9668
0.0121	80.0	8480	0.2102	0.7821	0.8841	0.8299	69	0.6053	0.7541	0.6715	61	0.9012	0.9542	0.9270	153	0.7941	0.8438	0.8182	32	0.8182	0.8710	0.8438	31	0.8016	0.8873	0.8422	0.9636
0.0104	81.0	8586	0.2147	0.7922	0.8841	0.8356	69	0.625	0.7377	0.6767	61	0.9012	0.9542	0.9270	153	0.75	0.8438	0.7941	32	0.7941	0.8710	0.8308	31	0.8031	0.8844	0.8418	0.9633
0.0108	82.0	8692	0.2235	0.7922	0.8841	0.8356	69	0.6053	0.7541	0.6715	61	0.9018	0.9608	0.9304	153	0.75	0.8438	0.7941	32	0.7714	0.8710	0.8182	31	0.7959	0.8902	0.8404	0.9619
0.0105	83.0	8798	0.2103	0.7662	0.8551	0.8082	69	0.6338	0.7377	0.6818	61	0.9074	0.9608	0.9333	153	0.7941	0.8438	0.8182	32	0.8182	0.8710	0.8438	31	0.8090	0.8815	0.8437	0.9646
0.0107	84.0	8904	0.2155	0.7662	0.8551	0.8082	69	0.6429	0.7377	0.6870	61	0.9130	0.9608	0.9363	153	0.75	0.8438	0.7941	32	0.7941	0.8710	0.8308	31	0.8069	0.8815	0.8425	0.9648
0.0103	85.0	9010	0.2167	0.7595	0.8696	0.8108	69	0.6338	0.7377	0.6818	61	0.8957	0.9542	0.9241	153	0.7941	0.8438	0.8182	32	0.7714	0.8710	0.8182	31	0.7984	0.8815	0.8379	0.9643
0.01	86.0	9116	0.2214	0.7722	0.8841	0.8243	69	0.6133	0.7541	0.6765	61	0.8902	0.9542	0.9211	153	0.7941	0.8438	0.8182	32	0.75	0.8710	0.8060	31	0.7912	0.8873	0.8365	0.9641
0.0101	87.0	9222	0.2154	0.7722	0.8841	0.8243	69	0.6301	0.7541	0.6866	61	0.8957	0.9542	0.9241	153	0.7941	0.8438	0.8182	32	0.75	0.8710	0.8060	31	0.7974	0.8873	0.8399	0.9641
0.0112	88.0	9328	0.2147	0.7722	0.8841	0.8243	69	0.6216	0.7541	0.6815	61	0.9074	0.9608	0.9333	153	0.7941	0.8438	0.8182	32	0.7714	0.8710	0.8182	31	0.8021	0.8902	0.8438	0.9651
0.0111	89.0	9434	0.2140	0.7722	0.8841	0.8243	69	0.6338	0.7377	0.6818	61	0.8957	0.9542	0.9241	153	0.7941	0.8438	0.8182	32	0.7714	0.8710	0.8182	31	0.8010	0.8844	0.8407	0.9648
0.0098	90.0	9540	0.2226	0.7595	0.8696	0.8108	69	0.6438	0.7705	0.7015	61	0.8951	0.9477	0.9206	153	0.7941	0.8438	0.8182	32	0.7714	0.8710	0.8182	31	0.7990	0.8844	0.8395	0.9638
0.0099	91.0	9646	0.2159	0.7632	0.8406	0.8	69	0.6620	0.7705	0.7121	61	0.9074	0.9608	0.9333	153	0.7941	0.8438	0.8182	32	0.8182	0.8710	0.8438	31	0.8138	0.8844	0.8476	0.9658
0.0102	92.0	9752	0.2202	0.7692	0.8696	0.8163	69	0.6620	0.7705	0.7121	61	0.9018	0.9608	0.9304	153	0.7941	0.8438	0.8182	32	0.7941	0.8710	0.8308	31	0.8105	0.8902	0.8485	0.9666
0.0096	93.0	9858	0.2222	0.7692	0.8696	0.8163	69	0.6479	0.7541	0.6970	61	0.8957	0.9542	0.9241	153	0.7941	0.8438	0.8182	32	0.7714	0.8710	0.8182	31	0.8031	0.8844	0.8418	0.9651
0.0092	94.0	9964	0.2224	0.7595	0.8696	0.8108	69	0.6301	0.7541	0.6866	61	0.8957	0.9542	0.9241	153	0.7941	0.8438	0.8182	32	0.7714	0.8710	0.8182	31	0.7969	0.8844	0.8384	0.9646
0.0087	95.0	10070	0.2220	0.7662	0.8551	0.8082	69	0.6389	0.7541	0.6917	61	0.8957	0.9542	0.9241	153	0.7941	0.8438	0.8182	32	0.7941	0.8710	0.8308	31	0.8026	0.8815	0.8402	0.9651
0.0084	96.0	10176	0.2240	0.7692	0.8696	0.8163	69	0.6301	0.7541	0.6866	61	0.8957	0.9542	0.9241	153	0.7941	0.8438	0.8182	32	0.7941	0.8710	0.8308	31	0.8010	0.8844	0.8407	0.9651
0.0087	97.0	10282	0.2240	0.7692	0.8696	0.8163	69	0.6389	0.7541	0.6917	61	0.8957	0.9542	0.9241	153	0.7941	0.8438	0.8182	32	0.7941	0.8710	0.8308	31	0.8031	0.8844	0.8418	0.9646
0.0088	98.0	10388	0.2227	0.7692	0.8696	0.8163	69	0.6389	0.7541	0.6917	61	0.8957	0.9542	0.9241	153	0.7941	0.8438	0.8182	32	0.7714	0.8710	0.8182	31	0.8010	0.8844	0.8407	0.9648
0.0086	99.0	10494	0.2222	0.7792	0.8696	0.8219	69	0.6301	0.7541	0.6866	61	0.8957	0.9542	0.9241	153	0.7941	0.8438	0.8182	32	0.7941	0.8710	0.8308	31	0.8031	0.8844	0.8418	0.9648
0.0084	100.0	10600	0.2230	0.7792	0.8696	0.8219	69	0.6301	0.7541	0.6866	61	0.8957	0.9542	0.9241	153	0.7941	0.8438	0.8182	32	0.7941	0.8710	0.8308	31	0.8031	0.8844	0.8418	0.9651

Framework versions

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