nerugm-pt-pl50-1

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: 0.1800
• Location Precision: 0.7625
• Location Recall: 0.8841
• Location F1: 0.8188
• Location Number: 69
• Organization Precision: 0.5882
• Organization Recall: 0.8197
• Organization F1: 0.6849
• Organization Number: 61
• Person Precision: 0.8951
• Person Recall: 0.9477
• Person F1: 0.9206
• Person Number: 153
• Quantity Precision: 0.7222
• Quantity Recall: 0.8125
• Quantity F1: 0.7647
• Quantity Number: 32
• Time Precision: 0.7647
• Time Recall: 0.8387
• Time F1: 0.8000
• Time Number: 31
• Overall Precision: 0.7758
• Overall Recall: 0.8902
• Overall F1: 0.8291
• Overall Accuracy: 0.9631

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
0.9737	1.0	106	0.5872	0.0	0.0	0.0	69	0.0	0.0	0.0	61	0.2632	0.0327	0.0581	153	0.0	0.0	0.0	32	0.0	0.0	0.0	31	0.1786	0.0145	0.0267	0.8390
0.4933	2.0	212	0.3355	0.4706	0.3478	0.4000	69	0.1739	0.1311	0.1495	61	0.5	0.7843	0.6107	153	0.2222	0.125	0.16	32	0.6216	0.7419	0.6765	31	0.4566	0.5173	0.4851	0.9019
0.288	3.0	318	0.2152	0.4953	0.7681	0.6023	69	0.4124	0.6557	0.5063	61	0.7527	0.9150	0.8260	153	0.4038	0.6562	0.5000	32	0.6667	0.9032	0.7671	31	0.5826	0.8150	0.6795	0.9301
0.2019	4.0	424	0.1914	0.5851	0.7971	0.6748	69	0.5109	0.7705	0.6144	61	0.7978	0.9281	0.8580	153	0.4364	0.75	0.5517	32	0.5532	0.8387	0.6667	31	0.6309	0.8497	0.7241	0.9368
0.1678	5.0	530	0.1416	0.675	0.7826	0.7248	69	0.5052	0.8033	0.6203	61	0.8372	0.9412	0.8862	153	0.6154	0.75	0.6761	32	0.7576	0.8065	0.7812	31	0.7031	0.8555	0.7718	0.9537
0.1507	6.0	636	0.1412	0.6437	0.8116	0.7179	69	0.5169	0.7541	0.6133	61	0.8412	0.9346	0.8854	153	0.6429	0.8438	0.7297	32	0.65	0.8387	0.7324	31	0.6963	0.8613	0.7700	0.9522
0.1381	7.0	742	0.1358	0.6951	0.8261	0.7550	69	0.5714	0.8525	0.6842	61	0.8571	0.9412	0.8972	153	0.6136	0.8438	0.7105	32	0.7297	0.8710	0.7941	31	0.7275	0.8873	0.7995	0.9542
0.1302	8.0	848	0.1409	0.6875	0.7971	0.7383	69	0.5435	0.8197	0.6536	61	0.8614	0.9346	0.8966	153	0.6429	0.8438	0.7297	32	0.5909	0.8387	0.6933	31	0.7099	0.8699	0.7818	0.9522
0.1251	9.0	954	0.1372	0.6744	0.8406	0.7484	69	0.5647	0.7869	0.6575	61	0.8623	0.9412	0.9	153	0.6667	0.8125	0.7324	32	0.6341	0.8387	0.7222	31	0.7225	0.8728	0.7906	0.9562
0.1149	10.0	1060	0.1274	0.7059	0.8696	0.7792	69	0.6133	0.7541	0.6765	61	0.8471	0.9412	0.8916	153	0.6410	0.7812	0.7042	32	0.7222	0.8387	0.7761	31	0.7432	0.8699	0.8016	0.9591
0.1094	11.0	1166	0.1321	0.6782	0.8551	0.7564	69	0.6	0.7377	0.6618	61	0.8659	0.9281	0.8959	153	0.6279	0.8438	0.72	32	0.7027	0.8387	0.7647	31	0.7365	0.8642	0.7952	0.9564
0.1052	12.0	1272	0.1400	0.7342	0.8406	0.7838	69	0.6197	0.7213	0.6667	61	0.8606	0.9281	0.8931	153	0.6047	0.8125	0.6933	32	0.8667	0.8387	0.8525	31	0.7629	0.8555	0.8065	0.9562
0.0986	13.0	1378	0.1337	0.75	0.8696	0.8054	69	0.5435	0.8197	0.6536	61	0.8623	0.9412	0.9	153	0.7105	0.8438	0.7714	32	0.7027	0.8387	0.7647	31	0.7415	0.8873	0.8079	0.9579
0.0976	14.0	1484	0.1321	0.8108	0.8696	0.8392	69	0.6282	0.8033	0.7050	61	0.8667	0.9346	0.8994	153	0.5909	0.8125	0.6842	32	0.7222	0.8387	0.7761	31	0.7657	0.8786	0.8183	0.9581
0.094	15.0	1590	0.1265	0.7662	0.8551	0.8082	69	0.5769	0.7377	0.6475	61	0.8659	0.9281	0.8959	153	0.7	0.875	0.7778	32	0.7879	0.8387	0.8125	31	0.7653	0.8671	0.8130	0.9589
0.0882	16.0	1696	0.1331	0.7468	0.8551	0.7973	69	0.5455	0.7869	0.6443	61	0.8780	0.9412	0.9085	153	0.6047	0.8125	0.6933	32	0.8438	0.8710	0.8571	31	0.7488	0.8786	0.8085	0.9571
0.089	17.0	1802	0.1330	0.7284	0.8551	0.7867	69	0.5930	0.8361	0.6939	61	0.8855	0.9608	0.9216	153	0.65	0.8125	0.7222	32	0.75	0.8710	0.8060	31	0.7579	0.8960	0.8212	0.9591
0.0854	18.0	1908	0.1269	0.7284	0.8551	0.7867	69	0.6104	0.7705	0.6812	61	0.8820	0.9281	0.9045	153	0.6341	0.8125	0.7123	32	0.7429	0.8387	0.7879	31	0.7595	0.8671	0.8097	0.9596
0.0834	19.0	2014	0.1289	0.7595	0.8696	0.8108	69	0.5730	0.8361	0.6800	61	0.8631	0.9477	0.9034	153	0.6341	0.8125	0.7123	32	0.7812	0.8065	0.7937	31	0.7506	0.8873	0.8132	0.9594
0.079	20.0	2120	0.1386	0.7662	0.8551	0.8082	69	0.6023	0.8689	0.7114	61	0.8841	0.9477	0.9148	153	0.5909	0.8125	0.6842	32	0.8065	0.8065	0.8065	31	0.7624	0.8902	0.8213	0.9579
0.0745	21.0	2226	0.1414	0.7375	0.8551	0.7919	69	0.5568	0.8033	0.6577	61	0.8841	0.9477	0.9148	153	0.6190	0.8125	0.7027	32	0.8065	0.8065	0.8065	31	0.7506	0.8786	0.8096	0.9557
0.0767	22.0	2332	0.1421	0.7468	0.8551	0.7973	69	0.5952	0.8197	0.6897	61	0.8727	0.9412	0.9057	153	0.5909	0.8125	0.6842	32	0.8065	0.8065	0.8065	31	0.7543	0.8786	0.8117	0.9584
0.0744	23.0	2438	0.1270	0.7532	0.8406	0.7945	69	0.5814	0.8197	0.6803	61	0.8780	0.9412	0.9085	153	0.5909	0.8125	0.6842	32	0.8667	0.8387	0.8525	31	0.7581	0.8786	0.8139	0.9606
0.0734	24.0	2544	0.1273	0.7468	0.8551	0.7973	69	0.6164	0.7377	0.6716	61	0.8834	0.9412	0.9114	153	0.7105	0.8438	0.7714	32	0.8065	0.8065	0.8065	31	0.7812	0.8671	0.8219	0.9626
0.0699	25.0	2650	0.1327	0.7564	0.8551	0.8027	69	0.5476	0.7541	0.6345	61	0.8841	0.9477	0.9148	153	0.675	0.8438	0.75	32	0.7941	0.8710	0.8308	31	0.76	0.8786	0.8150	0.9594
0.066	26.0	2756	0.1439	0.7284	0.8551	0.7867	69	0.5682	0.8197	0.6711	61	0.8727	0.9412	0.9057	153	0.6190	0.8125	0.7027	32	0.7576	0.8065	0.7812	31	0.7433	0.8786	0.8053	0.9562
0.0646	27.0	2862	0.1412	0.7468	0.8551	0.7973	69	0.5833	0.8033	0.6759	61	0.8780	0.9412	0.9085	153	0.65	0.8125	0.7222	32	0.6842	0.8387	0.7536	31	0.7506	0.8786	0.8096	0.9576
0.0607	28.0	2968	0.1430	0.7468	0.8551	0.7973	69	0.5823	0.7541	0.6571	61	0.8848	0.9542	0.9182	153	0.6667	0.8125	0.7324	32	0.7941	0.8710	0.8308	31	0.7677	0.8786	0.8194	0.9581
0.064	29.0	3074	0.1415	0.7375	0.8551	0.7919	69	0.5556	0.8197	0.6623	61	0.8834	0.9412	0.9114	153	0.6667	0.875	0.7568	32	0.7812	0.8065	0.7937	31	0.7518	0.8844	0.8127	0.9586
0.0622	30.0	3180	0.1324	0.7564	0.8551	0.8027	69	0.5854	0.7869	0.6713	61	0.8512	0.9346	0.8910	153	0.7568	0.875	0.8116	32	0.8667	0.8387	0.8525	31	0.7696	0.8786	0.8205	0.9619
0.0591	31.0	3286	0.1380	0.7468	0.8551	0.7973	69	0.5802	0.7705	0.6620	61	0.8720	0.9346	0.9022	153	0.65	0.8125	0.7222	32	0.8667	0.8387	0.8525	31	0.7640	0.8699	0.8135	0.9604
0.0569	32.0	3392	0.1356	0.7564	0.8551	0.8027	69	0.6	0.7377	0.6618	61	0.8780	0.9412	0.9085	153	0.7105	0.8438	0.7714	32	0.7879	0.8387	0.8125	31	0.7758	0.8699	0.8202	0.9616
0.0568	33.0	3498	0.1446	0.7662	0.8551	0.8082	69	0.5647	0.7869	0.6575	61	0.8667	0.9346	0.8994	153	0.675	0.8438	0.75	32	0.7879	0.8387	0.8125	31	0.7575	0.8757	0.8123	0.9599
0.0533	34.0	3604	0.1537	0.7375	0.8551	0.7919	69	0.5778	0.8525	0.6887	61	0.8675	0.9412	0.9028	153	0.6667	0.8125	0.7324	32	0.7027	0.8387	0.7647	31	0.7451	0.8873	0.8100	0.9584
0.0547	35.0	3710	0.1428	0.7284	0.8551	0.7867	69	0.5556	0.8197	0.6623	61	0.8667	0.9346	0.8994	153	0.6667	0.8125	0.7324	32	0.7879	0.8387	0.8125	31	0.7451	0.8786	0.8064	0.9594
0.0549	36.0	3816	0.1424	0.7375	0.8551	0.7919	69	0.5595	0.7705	0.6483	61	0.8780	0.9412	0.9085	153	0.7568	0.875	0.8116	32	0.8387	0.8387	0.8387	31	0.7677	0.8786	0.8194	0.9604
0.0521	37.0	3922	0.1371	0.7595	0.8696	0.8108	69	0.5455	0.7869	0.6443	61	0.8563	0.9346	0.8938	153	0.7222	0.8125	0.7647	32	0.8667	0.8387	0.8525	31	0.7575	0.8757	0.8123	0.9611
0.0509	38.0	4028	0.1469	0.7722	0.8841	0.8243	69	0.5682	0.8197	0.6711	61	0.8841	0.9477	0.9148	153	0.6842	0.8125	0.7429	32	0.8125	0.8387	0.8254	31	0.7681	0.8902	0.8246	0.9611
0.0489	39.0	4134	0.1406	0.7722	0.8841	0.8243	69	0.5949	0.7705	0.6714	61	0.8841	0.9477	0.9148	153	0.6341	0.8125	0.7123	32	0.8387	0.8387	0.8387	31	0.7741	0.8815	0.8243	0.9623
0.0509	40.0	4240	0.1526	0.7317	0.8696	0.7947	69	0.5904	0.8033	0.6806	61	0.8788	0.9477	0.9119	153	0.6667	0.8125	0.7324	32	0.7879	0.8387	0.8125	31	0.7612	0.8844	0.8182	0.9611
0.0473	41.0	4346	0.1401	0.7662	0.8551	0.8082	69	0.5579	0.8689	0.6795	61	0.8727	0.9412	0.9057	153	0.7879	0.8125	0.8	32	0.8667	0.8387	0.8525	31	0.77	0.8902	0.8257	0.9633
0.0479	42.0	4452	0.1427	0.7375	0.8551	0.7919	69	0.5778	0.8525	0.6887	61	0.8727	0.9412	0.9057	153	0.75	0.8438	0.7941	32	0.8387	0.8387	0.8387	31	0.7662	0.8902	0.8235	0.9643
0.0463	43.0	4558	0.1413	0.7692	0.8696	0.8163	69	0.5730	0.8361	0.6800	61	0.8667	0.9346	0.8994	153	0.7027	0.8125	0.7536	32	0.7879	0.8387	0.8125	31	0.7612	0.8844	0.8182	0.9606
0.0436	44.0	4664	0.1520	0.7564	0.8551	0.8027	69	0.5909	0.8525	0.6980	61	0.8563	0.9346	0.8938	153	0.7568	0.875	0.8116	32	0.7647	0.8387	0.8000	31	0.7624	0.8902	0.8213	0.9609
0.0439	45.0	4770	0.1476	0.7625	0.8841	0.8188	69	0.5897	0.7541	0.6619	61	0.8841	0.9477	0.9148	153	0.65	0.8125	0.7222	32	0.8125	0.8387	0.8254	31	0.7716	0.8786	0.8216	0.9621
0.0436	46.0	4876	0.1438	0.7722	0.8841	0.8243	69	0.5977	0.8525	0.7027	61	0.8727	0.9412	0.9057	153	0.75	0.8438	0.7941	32	0.8387	0.8387	0.8387	31	0.7789	0.8960	0.8333	0.9636
0.0419	47.0	4982	0.1585	0.7722	0.8841	0.8243	69	0.5921	0.7377	0.6569	61	0.8462	0.9346	0.8882	153	0.7179	0.875	0.7887	32	0.8125	0.8387	0.8254	31	0.7671	0.8757	0.8178	0.9596
0.0416	48.0	5088	0.1615	0.75	0.8696	0.8054	69	0.5647	0.7869	0.6575	61	0.8834	0.9412	0.9114	153	0.7027	0.8125	0.7536	32	0.7879	0.8387	0.8125	31	0.7638	0.8786	0.8172	0.9604
0.0415	49.0	5194	0.1518	0.7821	0.8841	0.8299	69	0.5610	0.7541	0.6434	61	0.8614	0.9346	0.8966	153	0.7714	0.8438	0.8060	32	0.7879	0.8387	0.8125	31	0.7690	0.8757	0.8189	0.9619
0.0395	50.0	5300	0.1532	0.7692	0.8696	0.8163	69	0.5679	0.7541	0.6479	61	0.8675	0.9412	0.9028	153	0.7222	0.8125	0.7647	32	0.8667	0.8387	0.8525	31	0.7724	0.8728	0.8195	0.9626
0.0394	51.0	5406	0.1582	0.7625	0.8841	0.8188	69	0.5730	0.8361	0.6800	61	0.8834	0.9412	0.9114	153	0.7222	0.8125	0.7647	32	0.8667	0.8387	0.8525	31	0.7739	0.8902	0.8280	0.9628
0.0364	52.0	5512	0.1577	0.7595	0.8696	0.8108	69	0.5568	0.8033	0.6577	61	0.8788	0.9477	0.9119	153	0.7429	0.8125	0.7761	32	0.8667	0.8387	0.8525	31	0.7708	0.8844	0.8237	0.9621
0.0394	53.0	5618	0.1619	0.7531	0.8841	0.8133	69	0.5952	0.8197	0.6897	61	0.8675	0.9412	0.9028	153	0.75	0.8438	0.7941	32	0.8667	0.8387	0.8525	31	0.7758	0.8902	0.8291	0.9611
0.0366	54.0	5724	0.1609	0.7407	0.8696	0.8000	69	0.5556	0.8197	0.6623	61	0.8667	0.9346	0.8994	153	0.7714	0.8438	0.8060	32	0.8125	0.8387	0.8254	31	0.7593	0.8844	0.8171	0.9619
0.0368	55.0	5830	0.1603	0.7317	0.8696	0.7947	69	0.5714	0.8525	0.6842	61	0.8494	0.9216	0.8840	153	0.7222	0.8125	0.7647	32	0.8387	0.8387	0.8387	31	0.7512	0.8815	0.8112	0.9614
0.0361	56.0	5936	0.1588	0.7848	0.8986	0.8378	69	0.5904	0.8033	0.6806	61	0.8834	0.9412	0.9114	153	0.75	0.8438	0.7941	32	0.8125	0.8387	0.8254	31	0.7837	0.8902	0.8336	0.9626
0.0355	57.0	6042	0.1562	0.7722	0.8841	0.8243	69	0.5506	0.8033	0.6533	61	0.8780	0.9412	0.9085	153	0.7222	0.8125	0.7647	32	0.8125	0.8387	0.8254	31	0.765	0.8844	0.8204	0.9626
0.036	58.0	6148	0.1564	0.7848	0.8986	0.8378	69	0.5795	0.8361	0.6846	61	0.8780	0.9412	0.9085	153	0.7222	0.8125	0.7647	32	0.7879	0.8387	0.8125	31	0.7725	0.8931	0.8284	0.9626
0.0331	59.0	6254	0.1617	0.75	0.8696	0.8054	69	0.5765	0.8033	0.6712	61	0.8780	0.9412	0.9085	153	0.6842	0.8125	0.7429	32	0.8125	0.8387	0.8254	31	0.7644	0.8815	0.8188	0.9616
0.0325	60.0	6360	0.1721	0.775	0.8986	0.8322	69	0.5778	0.8525	0.6887	61	0.8834	0.9412	0.9114	153	0.6667	0.8125	0.7324	32	0.8125	0.8387	0.8254	31	0.7673	0.8960	0.8267	0.9611
0.0344	61.0	6466	0.1583	0.7625	0.8841	0.8188	69	0.5732	0.7705	0.6573	61	0.8938	0.9346	0.9137	153	0.75	0.8438	0.7941	32	0.8125	0.8387	0.8254	31	0.7795	0.8786	0.8261	0.9626
0.0339	62.0	6572	0.1648	0.7625	0.8841	0.8188	69	0.5823	0.7541	0.6571	61	0.8896	0.9477	0.9177	153	0.7222	0.8125	0.7647	32	0.8125	0.8387	0.8254	31	0.7795	0.8786	0.8261	0.9626
0.0337	63.0	6678	0.1640	0.75	0.8696	0.8054	69	0.5909	0.8525	0.6980	61	0.8834	0.9412	0.9114	153	0.6842	0.8125	0.7429	32	0.7879	0.8387	0.8125	31	0.7662	0.8902	0.8235	0.9611
0.0321	64.0	6784	0.1712	0.7531	0.8841	0.8133	69	0.5604	0.8361	0.6711	61	0.8780	0.9412	0.9085	153	0.7222	0.8125	0.7647	32	0.8125	0.8387	0.8254	31	0.7624	0.8902	0.8213	0.9606
0.0344	65.0	6890	0.1731	0.7407	0.8696	0.8000	69	0.5543	0.8361	0.6667	61	0.8773	0.9346	0.9051	153	0.6842	0.8125	0.7429	32	0.7647	0.8387	0.8000	31	0.75	0.8844	0.8117	0.9594
0.0321	66.0	6996	0.1540	0.7654	0.8986	0.8267	69	0.5802	0.7705	0.6620	61	0.8841	0.9477	0.9148	153	0.75	0.8438	0.7941	32	0.8387	0.8387	0.8387	31	0.7812	0.8873	0.8309	0.9633
0.0306	67.0	7102	0.1659	0.7625	0.8841	0.8188	69	0.5556	0.8197	0.6623	61	0.8827	0.9346	0.9079	153	0.75	0.8438	0.7941	32	0.7879	0.8387	0.8125	31	0.7656	0.8873	0.8220	0.9609
0.0317	68.0	7208	0.1646	0.7561	0.8986	0.8212	69	0.5679	0.7541	0.6479	61	0.8712	0.9281	0.8987	153	0.7027	0.8125	0.7536	32	0.7647	0.8387	0.8000	31	0.7607	0.8728	0.8129	0.9611
0.0295	69.0	7314	0.1637	0.7722	0.8841	0.8243	69	0.5488	0.7377	0.6294	61	0.8834	0.9412	0.9114	153	0.75	0.8438	0.7941	32	0.8387	0.8387	0.8387	31	0.7749	0.8757	0.8223	0.9616
0.0292	70.0	7420	0.1645	0.7595	0.8696	0.8108	69	0.5570	0.7213	0.6286	61	0.8889	0.9412	0.9143	153	0.7714	0.8438	0.8060	32	0.8125	0.8387	0.8254	31	0.7778	0.8699	0.8213	0.9621
0.0288	71.0	7526	0.1690	0.7625	0.8841	0.8188	69	0.5682	0.8197	0.6711	61	0.8667	0.9346	0.8994	153	0.6667	0.8125	0.7324	32	0.8125	0.8387	0.8254	31	0.7574	0.8844	0.816	0.9604
0.0273	72.0	7632	0.1632	0.7531	0.8841	0.8133	69	0.5625	0.7377	0.6383	61	0.8727	0.9412	0.9057	153	0.7105	0.8438	0.7714	32	0.8125	0.8387	0.8254	31	0.7652	0.8757	0.8167	0.9623
0.0293	73.0	7738	0.1642	0.775	0.8986	0.8322	69	0.5568	0.8033	0.6577	61	0.8614	0.9346	0.8966	153	0.7105	0.8438	0.7714	32	0.8125	0.8387	0.8254	31	0.7599	0.8873	0.8187	0.9619
0.0278	74.0	7844	0.1676	0.75	0.8696	0.8054	69	0.5568	0.8033	0.6577	61	0.9119	0.9477	0.9295	153	0.7027	0.8125	0.7536	32	0.8387	0.8387	0.8387	31	0.7747	0.8844	0.8259	0.9628
0.0273	75.0	7950	0.1682	0.7722	0.8841	0.8243	69	0.5632	0.8033	0.6622	61	0.8780	0.9412	0.9085	153	0.75	0.8438	0.7941	32	0.8125	0.8387	0.8254	31	0.7714	0.8873	0.8253	0.9621
0.0268	76.0	8056	0.1663	0.775	0.8986	0.8322	69	0.5854	0.7869	0.6713	61	0.8951	0.9477	0.9206	153	0.75	0.8438	0.7941	32	0.8125	0.8387	0.8254	31	0.7857	0.8902	0.8347	0.9633
0.0264	77.0	8162	0.1664	0.75	0.8696	0.8054	69	0.5556	0.7377	0.6338	61	0.8841	0.9477	0.9148	153	0.7297	0.8438	0.7826	32	0.8125	0.8387	0.8254	31	0.7690	0.8757	0.8189	0.9614
0.0273	78.0	8268	0.1646	0.7407	0.8696	0.8000	69	0.5647	0.7869	0.6575	61	0.8896	0.9477	0.9177	153	0.75	0.8438	0.7941	32	0.8125	0.8387	0.8254	31	0.7708	0.8844	0.8237	0.9621
0.0262	79.0	8374	0.1653	0.75	0.8696	0.8054	69	0.5679	0.7541	0.6479	61	0.8951	0.9477	0.9206	153	0.7222	0.8125	0.7647	32	0.8125	0.8387	0.8254	31	0.7749	0.8757	0.8223	0.9628
0.0261	80.0	8480	0.1805	0.7595	0.8696	0.8108	69	0.5698	0.8033	0.6667	61	0.8841	0.9477	0.9148	153	0.7297	0.8438	0.7826	32	0.7429	0.8387	0.7879	31	0.7656	0.8873	0.8220	0.9614
0.0273	81.0	8586	0.1678	0.775	0.8986	0.8322	69	0.6053	0.7541	0.6715	61	0.8841	0.9477	0.9148	153	0.75	0.8438	0.7941	32	0.7647	0.8387	0.8000	31	0.7846	0.8844	0.8315	0.9633
0.0251	82.0	8692	0.1738	0.7531	0.8841	0.8133	69	0.6	0.7377	0.6618	61	0.8896	0.9477	0.9177	153	0.7222	0.8125	0.7647	32	0.7647	0.8387	0.8000	31	0.7789	0.8757	0.8245	0.9621
0.024	83.0	8798	0.1740	0.7625	0.8841	0.8188	69	0.6076	0.7869	0.6857	61	0.8896	0.9477	0.9177	153	0.75	0.8438	0.7941	32	0.7647	0.8387	0.8000	31	0.7832	0.8873	0.8320	0.9631
0.0239	84.0	8904	0.1729	0.775	0.8986	0.8322	69	0.6026	0.7705	0.6763	61	0.8957	0.9542	0.9241	153	0.75	0.8438	0.7941	32	0.8125	0.8387	0.8254	31	0.7918	0.8902	0.8381	0.9641
0.0242	85.0	9010	0.1779	0.7625	0.8841	0.8188	69	0.575	0.7541	0.6525	61	0.8841	0.9477	0.9148	153	0.7297	0.8438	0.7826	32	0.7647	0.8387	0.8000	31	0.7722	0.8815	0.8232	0.9621
0.0226	86.0	9116	0.1735	0.775	0.8986	0.8322	69	0.5926	0.7869	0.6761	61	0.8780	0.9412	0.9085	153	0.7027	0.8125	0.7536	32	0.7879	0.8387	0.8125	31	0.7747	0.8844	0.8259	0.9628
0.0247	87.0	9222	0.1800	0.7625	0.8841	0.8188	69	0.5765	0.8033	0.6712	61	0.8896	0.9477	0.9177	153	0.7105	0.8438	0.7714	32	0.7879	0.8387	0.8125	31	0.7719	0.8902	0.8268	0.9628
0.0241	88.0	9328	0.1715	0.7722	0.8841	0.8243	69	0.5679	0.7541	0.6479	61	0.8889	0.9412	0.9143	153	0.7297	0.8438	0.7826	32	0.7879	0.8387	0.8125	31	0.7755	0.8786	0.8238	0.9628
0.0232	89.0	9434	0.1712	0.7625	0.8841	0.8188	69	0.5647	0.7869	0.6575	61	0.8875	0.9281	0.9073	153	0.7297	0.8438	0.7826	32	0.7647	0.8387	0.8000	31	0.7677	0.8786	0.8194	0.9626
0.023	90.0	9540	0.1742	0.7625	0.8841	0.8188	69	0.5926	0.7869	0.6761	61	0.8951	0.9477	0.9206	153	0.7297	0.8438	0.7826	32	0.7879	0.8387	0.8125	31	0.7812	0.8873	0.8309	0.9638
0.0225	91.0	9646	0.1781	0.7722	0.8841	0.8243	69	0.5747	0.8197	0.6757	61	0.8882	0.9346	0.9108	153	0.75	0.8438	0.7941	32	0.8125	0.8387	0.8254	31	0.7772	0.8873	0.8286	0.9641
0.0229	92.0	9752	0.1791	0.7722	0.8841	0.8243	69	0.5882	0.8197	0.6849	61	0.8834	0.9412	0.9114	153	0.75	0.8438	0.7941	32	0.7647	0.8387	0.8000	31	0.7758	0.8902	0.8291	0.9638
0.023	93.0	9858	0.1786	0.7722	0.8841	0.8243	69	0.5882	0.8197	0.6849	61	0.8951	0.9477	0.9206	153	0.7027	0.8125	0.7536	32	0.7879	0.8387	0.8125	31	0.7778	0.8902	0.8302	0.9636
0.0243	94.0	9964	0.1791	0.7722	0.8841	0.8243	69	0.5747	0.8197	0.6757	61	0.8951	0.9477	0.9206	153	0.75	0.8438	0.7941	32	0.7647	0.8387	0.8000	31	0.7764	0.8931	0.8306	0.9628
0.0227	95.0	10070	0.1784	0.7722	0.8841	0.8243	69	0.5814	0.8197	0.6803	61	0.8951	0.9477	0.9206	153	0.7222	0.8125	0.7647	32	0.7879	0.8387	0.8125	31	0.7778	0.8902	0.8302	0.9636
0.0228	96.0	10176	0.1782	0.775	0.8986	0.8322	69	0.5952	0.8197	0.6897	61	0.8951	0.9477	0.9206	153	0.7222	0.8125	0.7647	32	0.7647	0.8387	0.8000	31	0.7803	0.8931	0.8329	0.9636
0.0224	97.0	10282	0.1793	0.775	0.8986	0.8322	69	0.5814	0.8197	0.6803	61	0.8951	0.9477	0.9206	153	0.7714	0.8438	0.8060	32	0.7647	0.8387	0.8000	31	0.7809	0.8960	0.8345	0.9638
0.0231	98.0	10388	0.1807	0.7625	0.8841	0.8188	69	0.5814	0.8197	0.6803	61	0.8951	0.9477	0.9206	153	0.75	0.8438	0.7941	32	0.7647	0.8387	0.8000	31	0.7764	0.8931	0.8306	0.9633
0.0227	99.0	10494	0.1805	0.7625	0.8841	0.8188	69	0.5814	0.8197	0.6803	61	0.8951	0.9477	0.9206	153	0.7222	0.8125	0.7647	32	0.7647	0.8387	0.8000	31	0.7739	0.8902	0.8280	0.9628
0.0226	100.0	10600	0.1800	0.7625	0.8841	0.8188	69	0.5882	0.8197	0.6849	61	0.8951	0.9477	0.9206	153	0.7222	0.8125	0.7647	32	0.7647	0.8387	0.8000	31	0.7758	0.8902	0.8291	0.9631

Framework versions

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