nerugm-pt-pl5-0

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: 0.7875
• Location Recall: 0.9130
• Location F1: 0.8456
• Location Number: 69
• Organization Precision: 0.6471
• Organization Recall: 0.7586
• Organization F1: 0.6984
• Organization Number: 58
• Person Precision: 0.8924
• Person Recall: 0.9276
• Person F1: 0.9097
• Person Number: 152
• Quantity Precision: 0.7353
• Quantity Recall: 0.8333
• Quantity F1: 0.7812
• Quantity Number: 30
• Time Precision: 0.7576
• Time Recall: 0.8621
• Time F1: 0.8065
• Time Number: 29
• Overall Precision: 0.7989
• Overall Recall: 0.8817
• Overall F1: 0.8383
• Overall Accuracy: 0.9611

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
0.9591	1.0	106	0.5410	0.0	0.0	0.0	69	0.0	0.0	0.0	58	0.2698	0.1118	0.1581	152	0.0	0.0	0.0	30	0.0	0.0	0.0	29	0.2361	0.0503	0.0829	0.8517
0.4621	2.0	212	0.3004	0.4583	0.1594	0.2366	69	0.0833	0.0345	0.0488	58	0.5726	0.8816	0.6943	152	0.3077	0.2667	0.2857	30	0.5476	0.7931	0.6479	29	0.5086	0.5266	0.5174	0.9047
0.2841	3.0	318	0.2057	0.6154	0.8116	0.7000	69	0.3191	0.5172	0.3947	58	0.7836	0.8816	0.8297	152	0.5854	0.8	0.6761	30	0.8387	0.8966	0.8667	29	0.6308	0.7988	0.7050	0.9314
0.2128	4.0	424	0.1738	0.6310	0.7681	0.6928	69	0.4512	0.6379	0.5286	58	0.8023	0.9079	0.8519	152	0.42	0.7	0.525	30	0.6757	0.8621	0.7576	29	0.6447	0.8107	0.7182	0.9426
0.1783	5.0	530	0.1486	0.6625	0.7681	0.7114	69	0.4839	0.7759	0.5960	58	0.8344	0.8947	0.8635	152	0.6667	0.8	0.7273	30	0.8889	0.8276	0.8571	29	0.7068	0.8343	0.7653	0.9496
0.1586	6.0	636	0.1491	0.7439	0.8841	0.8079	69	0.5946	0.7586	0.6667	58	0.8187	0.9211	0.8669	152	0.6	0.8	0.6857	30	0.6410	0.8621	0.7353	29	0.7241	0.8698	0.7903	0.9565
0.1498	7.0	742	0.1332	0.7895	0.8696	0.8276	69	0.6267	0.8103	0.7068	58	0.8107	0.9013	0.8536	152	0.5952	0.8333	0.6944	30	0.7857	0.7586	0.7719	29	0.7462	0.8609	0.7995	0.9585
0.1423	8.0	848	0.1425	0.7662	0.8551	0.8082	69	0.6329	0.8621	0.7299	58	0.8415	0.9079	0.8734	152	0.6316	0.8	0.7059	30	0.6176	0.7241	0.6667	29	0.7449	0.8639	0.8	0.9544
0.1344	9.0	954	0.1395	0.7625	0.8841	0.8188	69	0.6667	0.7931	0.7244	58	0.8580	0.9145	0.8854	152	0.5556	0.8333	0.6667	30	0.6765	0.7931	0.7302	29	0.7538	0.8698	0.8077	0.9552
0.1271	10.0	1060	0.1337	0.7805	0.9275	0.8477	69	0.6818	0.7759	0.7258	58	0.8476	0.9145	0.8797	152	0.7143	0.8333	0.7692	30	0.8	0.8276	0.8136	29	0.7878	0.8787	0.8308	0.9593
0.1201	11.0	1166	0.1475	0.7922	0.8841	0.8356	69	0.6571	0.7931	0.7188	58	0.8476	0.9145	0.8797	152	0.5208	0.8333	0.6410	30	0.5789	0.7586	0.6567	29	0.7380	0.8669	0.7973	0.9524
0.1166	12.0	1272	0.1492	0.7442	0.9275	0.8258	69	0.6812	0.8103	0.7402	58	0.8263	0.9079	0.8652	152	0.6098	0.8333	0.7042	30	0.6970	0.7931	0.7419	29	0.75	0.8787	0.8093	0.9534
0.1094	13.0	1378	0.1345	0.7595	0.8696	0.8108	69	0.6622	0.8448	0.7424	58	0.8107	0.9013	0.8536	152	0.6667	0.8	0.7273	30	0.8065	0.8621	0.8333	29	0.7584	0.8728	0.8116	0.9590
0.1116	14.0	1484	0.1430	0.7468	0.8551	0.7973	69	0.6438	0.8103	0.7176	58	0.8343	0.9276	0.8785	152	0.5581	0.8	0.6575	30	0.7143	0.8621	0.7813	29	0.7419	0.8757	0.8033	0.9560
0.1035	15.0	1590	0.1428	0.7901	0.9275	0.8533	69	0.6923	0.7759	0.7317	58	0.8758	0.9276	0.9010	152	0.6053	0.7667	0.6765	30	0.6053	0.7931	0.6866	29	0.7728	0.8757	0.8211	0.9593
0.104	16.0	1696	0.1394	0.7294	0.8986	0.8052	69	0.6714	0.8103	0.7344	58	0.8580	0.9145	0.8854	152	0.7143	0.8333	0.7692	30	0.8333	0.8621	0.8475	29	0.7801	0.8817	0.8278	0.9588
0.0961	17.0	1802	0.1376	0.7625	0.8841	0.8188	69	0.6575	0.8276	0.7328	58	0.8537	0.9211	0.8861	152	0.6410	0.8333	0.7246	30	0.6765	0.7931	0.7302	29	0.7615	0.8787	0.8159	0.9585
0.0979	18.0	1908	0.1361	0.7470	0.8986	0.8158	69	0.6494	0.8621	0.7407	58	0.8589	0.9211	0.8889	152	0.6154	0.8	0.6957	30	0.7576	0.8621	0.8065	29	0.7620	0.8905	0.8213	0.9601
0.0952	19.0	2014	0.1247	0.8267	0.8986	0.8611	69	0.6338	0.7759	0.6977	58	0.8466	0.9079	0.8762	152	0.6757	0.8333	0.7463	30	0.8571	0.8276	0.8421	29	0.7861	0.8698	0.8258	0.9618
0.0925	20.0	2120	0.1311	0.8108	0.8696	0.8392	69	0.6667	0.7586	0.7097	58	0.8303	0.9013	0.8644	152	0.6944	0.8333	0.7576	30	0.7576	0.8621	0.8065	29	0.7781	0.8609	0.8174	0.9601
0.0899	21.0	2226	0.1366	0.7778	0.9130	0.84	69	0.6825	0.7414	0.7107	58	0.8642	0.9211	0.8917	152	0.6857	0.8	0.7385	30	0.7429	0.8966	0.8125	29	0.7872	0.8757	0.8291	0.9585
0.0843	22.0	2332	0.1396	0.775	0.8986	0.8322	69	0.6712	0.8448	0.7481	58	0.8415	0.9079	0.8734	152	0.6053	0.7667	0.6765	30	0.8065	0.8621	0.8333	29	0.7694	0.8787	0.8204	0.9588
0.0823	23.0	2438	0.1235	0.8571	0.8696	0.8633	69	0.6486	0.8276	0.7273	58	0.8571	0.9079	0.8818	152	0.7353	0.8333	0.7812	30	0.7812	0.8621	0.8197	29	0.7978	0.8757	0.8350	0.9621
0.0831	24.0	2544	0.1356	0.7692	0.8696	0.8163	69	0.6479	0.7931	0.7132	58	0.8537	0.9211	0.8861	152	0.6857	0.8	0.7385	30	0.7647	0.8966	0.8254	29	0.7749	0.8757	0.8222	0.9601
0.08	25.0	2650	0.1281	0.7848	0.8986	0.8378	69	0.6667	0.8621	0.7519	58	0.875	0.9211	0.8974	152	0.7576	0.8333	0.7937	30	0.7812	0.8621	0.8197	29	0.7968	0.8935	0.8424	0.9652
0.0775	26.0	2756	0.1361	0.8052	0.8986	0.8493	69	0.6375	0.8793	0.7391	58	0.8827	0.9408	0.9108	152	0.7273	0.8	0.7619	30	0.7353	0.8621	0.7937	29	0.7902	0.9024	0.8425	0.9613
0.0747	27.0	2862	0.1483	0.7949	0.8986	0.8435	69	0.6076	0.8276	0.7007	58	0.8720	0.9408	0.9051	152	0.6857	0.8	0.7385	30	0.7222	0.8966	0.8000	29	0.7730	0.8964	0.8301	0.9567
0.0758	28.0	2968	0.1415	0.7875	0.9130	0.8456	69	0.6981	0.6379	0.6667	58	0.8659	0.9342	0.8987	152	0.7059	0.8	0.7500	30	0.7812	0.8621	0.8197	29	0.8017	0.8609	0.8302	0.9601
0.0764	29.0	3074	0.1525	0.7529	0.9275	0.8312	69	0.6203	0.8448	0.7153	58	0.8720	0.9408	0.9051	152	0.7353	0.8333	0.7812	30	0.6757	0.8621	0.7576	29	0.7669	0.9053	0.8304	0.9580
0.0753	30.0	3180	0.1316	0.7901	0.9275	0.8533	69	0.6923	0.7759	0.7317	58	0.8981	0.9276	0.9126	152	0.7143	0.8333	0.7692	30	0.7879	0.8966	0.8387	29	0.8113	0.8905	0.8491	0.9639
0.0693	31.0	3286	0.1388	0.7875	0.9130	0.8456	69	0.6197	0.7586	0.6822	58	0.8696	0.9211	0.8946	152	0.7143	0.8333	0.7692	30	0.8	0.8276	0.8136	29	0.7851	0.8757	0.8280	0.9611
0.0695	32.0	3392	0.1331	0.8133	0.8841	0.8472	69	0.6567	0.7586	0.7040	58	0.8994	0.9408	0.9196	152	0.6857	0.8	0.7385	30	0.7812	0.8621	0.8197	29	0.8071	0.8787	0.8414	0.9647
0.0693	33.0	3498	0.1432	0.7470	0.8986	0.8158	69	0.6818	0.7759	0.7258	58	0.8589	0.9211	0.8889	152	0.7059	0.8	0.7500	30	0.7879	0.8966	0.8387	29	0.7836	0.8787	0.8285	0.9626
0.0685	34.0	3604	0.1477	0.7975	0.9130	0.8514	69	0.6438	0.8103	0.7176	58	0.8765	0.9342	0.9045	152	0.7353	0.8333	0.7812	30	0.6757	0.8621	0.7576	29	0.7844	0.8935	0.8354	0.9611
0.0657	35.0	3710	0.1451	0.7848	0.8986	0.8378	69	0.6528	0.8103	0.7231	58	0.8917	0.9211	0.9061	152	0.7576	0.8333	0.7937	30	0.7353	0.8621	0.7937	29	0.7973	0.8846	0.8387	0.9611
0.0659	36.0	3816	0.1469	0.8052	0.8986	0.8493	69	0.6049	0.8448	0.7050	58	0.8797	0.9145	0.8968	152	0.7353	0.8333	0.7812	30	0.7879	0.8966	0.8387	29	0.7859	0.8905	0.8350	0.9626
0.0633	37.0	3922	0.1457	0.7805	0.9275	0.8477	69	0.7164	0.8276	0.768	58	0.8696	0.9211	0.8946	152	0.7353	0.8333	0.7812	30	0.7576	0.8621	0.8065	29	0.8011	0.8935	0.8448	0.9649
0.0624	38.0	4028	0.1567	0.8052	0.8986	0.8493	69	0.6	0.8276	0.6957	58	0.8485	0.9211	0.8833	152	0.6857	0.8	0.7385	30	0.7353	0.8621	0.7937	29	0.7647	0.8846	0.8203	0.9567
0.0618	39.0	4134	0.1399	0.8289	0.9130	0.8690	69	0.6716	0.7759	0.7200	58	0.8805	0.9211	0.9003	152	0.7576	0.8333	0.7937	30	0.7576	0.8621	0.8065	29	0.8098	0.8817	0.8442	0.9644
0.0605	40.0	4240	0.1454	0.8	0.9275	0.8591	69	0.7368	0.7241	0.7304	58	0.8765	0.9342	0.9045	152	0.7273	0.8	0.7619	30	0.7143	0.8621	0.7813	29	0.8093	0.8787	0.8426	0.9634
0.0599	41.0	4346	0.1453	0.7778	0.9130	0.84	69	0.6479	0.7931	0.7132	58	0.8812	0.9276	0.9038	152	0.7059	0.8	0.7500	30	0.7576	0.8621	0.8065	29	0.7889	0.8846	0.8340	0.9626
0.059	42.0	4452	0.1410	0.8052	0.8986	0.8493	69	0.6418	0.7414	0.688	58	0.8910	0.9145	0.9026	152	0.7273	0.8	0.7619	30	0.7576	0.8621	0.8065	29	0.8005	0.8669	0.8324	0.9636
0.0595	43.0	4558	0.1501	0.8205	0.9275	0.8707	69	0.6471	0.7586	0.6984	58	0.8758	0.9276	0.9010	152	0.7576	0.8333	0.7937	30	0.7576	0.8621	0.8065	29	0.8016	0.8846	0.8411	0.9618
0.0568	44.0	4664	0.1585	0.7805	0.9275	0.8477	69	0.6765	0.7931	0.7302	58	0.8659	0.9342	0.8987	152	0.6857	0.8	0.7385	30	0.7143	0.8621	0.7813	29	0.7839	0.8905	0.8338	0.9595
0.0574	45.0	4770	0.1467	0.8289	0.9130	0.8690	69	0.6462	0.7241	0.6829	58	0.8924	0.9276	0.9097	152	0.6857	0.8	0.7385	30	0.7353	0.8621	0.7937	29	0.8016	0.8728	0.8357	0.9618
0.0547	46.0	4876	0.1461	0.7901	0.9275	0.8533	69	0.6774	0.7241	0.7	58	0.875	0.9211	0.8974	152	0.7576	0.8333	0.7937	30	0.7143	0.8621	0.7813	29	0.7978	0.8757	0.8350	0.9608
0.0574	47.0	4982	0.1544	0.7922	0.8841	0.8356	69	0.6866	0.7931	0.736	58	0.8805	0.9211	0.9003	152	0.7353	0.8333	0.7812	30	0.7353	0.8621	0.7937	29	0.8005	0.8787	0.8378	0.9616
0.0558	48.0	5088	0.1590	0.8312	0.9275	0.8767	69	0.6620	0.8103	0.7287	58	0.875	0.9211	0.8974	152	0.6857	0.8	0.7385	30	0.75	0.8276	0.7869	29	0.7973	0.8846	0.8387	0.9613
0.0527	49.0	5194	0.1593	0.8312	0.9275	0.8767	69	0.5974	0.7931	0.6815	58	0.8868	0.9276	0.9068	152	0.6571	0.7667	0.7077	30	0.7812	0.8621	0.8197	29	0.7868	0.8846	0.8329	0.9598
0.0539	50.0	5300	0.1453	0.8101	0.9275	0.8649	69	0.5714	0.6207	0.5950	58	0.8519	0.9079	0.8790	152	0.7059	0.8	0.7500	30	0.7812	0.8621	0.8197	29	0.7757	0.8491	0.8107	0.9593
0.0556	51.0	5406	0.1434	0.8533	0.9275	0.8889	69	0.6667	0.7586	0.7097	58	0.8634	0.9145	0.8882	152	0.6765	0.7667	0.7188	30	0.8387	0.8966	0.8667	29	0.8065	0.8757	0.8397	0.9626
0.0534	52.0	5512	0.1552	0.8158	0.8986	0.8552	69	0.6462	0.7241	0.6829	58	0.8528	0.9145	0.8825	152	0.7576	0.8333	0.7937	30	0.7576	0.8621	0.8065	29	0.7919	0.8669	0.8277	0.9593
0.0511	53.0	5618	0.1579	0.7975	0.9130	0.8514	69	0.6316	0.8276	0.7164	58	0.8805	0.9211	0.9003	152	0.6571	0.7667	0.7077	30	0.7576	0.8621	0.8065	29	0.7827	0.8846	0.8306	0.9595
0.0509	54.0	5724	0.1754	0.7778	0.9130	0.84	69	0.6389	0.7931	0.7077	58	0.8765	0.9342	0.9045	152	0.7059	0.8	0.7500	30	0.6667	0.8276	0.7385	29	0.7766	0.8846	0.8271	0.9557
0.0494	55.0	5830	0.1490	0.7683	0.9130	0.8344	69	0.6111	0.7586	0.6769	58	0.8797	0.9145	0.8968	152	0.7879	0.8667	0.8254	30	0.7667	0.7931	0.7797	29	0.7867	0.8728	0.8275	0.9598
0.0476	56.0	5936	0.1506	0.7975	0.9130	0.8514	69	0.6719	0.7414	0.7049	58	0.8931	0.9342	0.9132	152	0.7143	0.8333	0.7692	30	0.7742	0.8276	0.8000	29	0.8071	0.8787	0.8414	0.9631
0.0442	57.0	6042	0.1591	0.7778	0.9130	0.84	69	0.6567	0.7586	0.7040	58	0.8642	0.9211	0.8917	152	0.6857	0.8	0.7385	30	0.6757	0.8621	0.7576	29	0.7749	0.8757	0.8222	0.9606
0.0479	58.0	6148	0.1596	0.8158	0.8986	0.8552	69	0.5946	0.7586	0.6667	58	0.8598	0.9276	0.8924	152	0.7353	0.8333	0.7812	30	0.75	0.8276	0.7869	29	0.7789	0.8757	0.8245	0.9598
0.0452	59.0	6254	0.1640	0.8	0.9275	0.8591	69	0.6351	0.8103	0.7121	58	0.8696	0.9211	0.8946	152	0.6944	0.8333	0.7576	30	0.7576	0.8621	0.8065	29	0.7839	0.8905	0.8338	0.9603
0.0457	60.0	6360	0.1634	0.8205	0.9275	0.8707	69	0.6389	0.7931	0.7077	58	0.8868	0.9276	0.9068	152	0.7353	0.8333	0.7812	30	0.7576	0.8621	0.8065	29	0.8005	0.8905	0.8431	0.9618
0.0456	61.0	6466	0.1489	0.8289	0.9130	0.8690	69	0.6269	0.7241	0.672	58	0.8797	0.9145	0.8968	152	0.7576	0.8333	0.7937	30	0.8	0.8276	0.8136	29	0.8049	0.8669	0.8348	0.9608
0.0441	62.0	6572	0.1738	0.7949	0.8986	0.8435	69	0.6429	0.7759	0.7031	58	0.8402	0.9342	0.8847	152	0.7059	0.8	0.7500	30	0.75	0.8276	0.7869	29	0.7755	0.8787	0.8239	0.9577
0.0442	63.0	6678	0.1735	0.7848	0.8986	0.8378	69	0.6716	0.7759	0.7200	58	0.8659	0.9342	0.8987	152	0.6857	0.8	0.7385	30	0.7353	0.8621	0.7937	29	0.7863	0.8817	0.8312	0.9583
0.0458	64.0	6784	0.1760	0.8052	0.8986	0.8493	69	0.6098	0.8621	0.7143	58	0.8758	0.9276	0.9010	152	0.6857	0.8	0.7385	30	0.7812	0.8621	0.8197	29	0.7804	0.8935	0.8331	0.9593
0.0428	65.0	6890	0.1671	0.7875	0.9130	0.8456	69	0.6133	0.7931	0.6917	58	0.8805	0.9211	0.9003	152	0.7879	0.8667	0.8254	30	0.7576	0.8621	0.8065	29	0.7895	0.8876	0.8357	0.9595
0.0439	66.0	6996	0.1671	0.8101	0.9275	0.8649	69	0.6875	0.7586	0.7213	58	0.8820	0.9342	0.9073	152	0.7353	0.8333	0.7812	30	0.7273	0.8276	0.7742	29	0.8059	0.8846	0.8434	0.9626
0.0441	67.0	7102	0.1639	0.7778	0.9130	0.84	69	0.6418	0.7414	0.688	58	0.8924	0.9276	0.9097	152	0.7059	0.8	0.7500	30	0.7812	0.8621	0.8197	29	0.7957	0.8757	0.8338	0.9621
0.0434	68.0	7208	0.1637	0.7875	0.9130	0.8456	69	0.6429	0.7759	0.7031	58	0.8924	0.9276	0.9097	152	0.7059	0.8	0.7500	30	0.7812	0.8621	0.8197	29	0.7968	0.8817	0.8371	0.9618
0.0438	69.0	7314	0.1666	0.8077	0.9130	0.8571	69	0.6716	0.7759	0.7200	58	0.8805	0.9211	0.9003	152	0.7353	0.8333	0.7812	30	0.7812	0.8621	0.8197	29	0.8054	0.8817	0.8418	0.9608
0.0417	70.0	7420	0.1622	0.8077	0.9130	0.8571	69	0.6522	0.7759	0.7087	58	0.8917	0.9211	0.9061	152	0.6857	0.8	0.7385	30	0.8276	0.8276	0.8276	29	0.8043	0.8757	0.8385	0.9621
0.0413	71.0	7526	0.1624	0.8077	0.9130	0.8571	69	0.6667	0.8276	0.7385	58	0.8861	0.9211	0.9032	152	0.7059	0.8	0.7500	30	0.7812	0.8621	0.8197	29	0.8021	0.8876	0.8427	0.9621
0.0412	72.0	7632	0.1619	0.7975	0.9130	0.8514	69	0.6618	0.7759	0.7143	58	0.8812	0.9276	0.9038	152	0.7059	0.8	0.7500	30	0.7812	0.8621	0.8197	29	0.7989	0.8817	0.8383	0.9641
0.0413	73.0	7738	0.1632	0.7975	0.9130	0.8514	69	0.6618	0.7759	0.7143	58	0.8696	0.9211	0.8946	152	0.7059	0.8	0.7500	30	0.7812	0.8621	0.8197	29	0.7941	0.8787	0.8343	0.9631
0.0395	74.0	7844	0.1731	0.8077	0.9130	0.8571	69	0.6338	0.7759	0.6977	58	0.8868	0.9276	0.9068	152	0.7059	0.8	0.7500	30	0.6857	0.8276	0.75	29	0.7878	0.8787	0.8308	0.9598
0.0386	75.0	7950	0.1690	0.8289	0.9130	0.8690	69	0.6765	0.7931	0.7302	58	0.8812	0.9276	0.9038	152	0.7059	0.8	0.7500	30	0.75	0.8276	0.7869	29	0.8054	0.8817	0.8418	0.9629
0.0416	76.0	8056	0.1730	0.8052	0.8986	0.8493	69	0.6494	0.8621	0.7407	58	0.8868	0.9276	0.9068	152	0.7353	0.8333	0.7812	30	0.7576	0.8621	0.8065	29	0.7974	0.8964	0.8440	0.9624
0.0369	77.0	8162	0.1756	0.7848	0.8986	0.8378	69	0.6571	0.7931	0.7188	58	0.8924	0.9276	0.9097	152	0.7059	0.8	0.7500	30	0.7576	0.8621	0.8065	29	0.7968	0.8817	0.8371	0.9608
0.038	78.0	8268	0.1728	0.8077	0.9130	0.8571	69	0.6286	0.7586	0.6875	58	0.8861	0.9211	0.9032	152	0.7059	0.8	0.7500	30	0.7059	0.8276	0.7619	29	0.7888	0.8728	0.8287	0.9608
0.0373	79.0	8374	0.1809	0.7875	0.9130	0.8456	69	0.6528	0.8103	0.7231	58	0.8924	0.9276	0.9097	152	0.7353	0.8333	0.7812	30	0.7576	0.8621	0.8065	29	0.7984	0.8905	0.8420	0.9621
0.0391	80.0	8480	0.1790	0.7875	0.9130	0.8456	69	0.6528	0.8103	0.7231	58	0.8820	0.9342	0.9073	152	0.7429	0.8667	0.8	30	0.75	0.8276	0.7869	29	0.7947	0.8935	0.8412	0.9611
0.0367	81.0	8586	0.1739	0.7875	0.9130	0.8456	69	0.6567	0.7586	0.7040	58	0.8868	0.9276	0.9068	152	0.7647	0.8667	0.8125	30	0.7576	0.8621	0.8065	29	0.8016	0.8846	0.8411	0.9624
0.0352	82.0	8692	0.1761	0.7683	0.9130	0.8344	69	0.6571	0.7931	0.7188	58	0.8812	0.9276	0.9038	152	0.7353	0.8333	0.7812	30	0.7576	0.8621	0.8065	29	0.7916	0.8876	0.8368	0.9629
0.0371	83.0	8798	0.1748	0.8052	0.8986	0.8493	69	0.6164	0.7759	0.6870	58	0.8805	0.9211	0.9003	152	0.7353	0.8333	0.7812	30	0.7273	0.8276	0.7742	29	0.7872	0.8757	0.8291	0.9611
0.0377	84.0	8904	0.1709	0.7975	0.9130	0.8514	69	0.6567	0.7586	0.7040	58	0.8861	0.9211	0.9032	152	0.7353	0.8333	0.7812	30	0.7576	0.8621	0.8065	29	0.8005	0.8787	0.8378	0.9624
0.0365	85.0	9010	0.1765	0.8077	0.9130	0.8571	69	0.6567	0.7586	0.7040	58	0.875	0.9211	0.8974	152	0.7647	0.8667	0.8125	30	0.7353	0.8621	0.7937	29	0.7989	0.8817	0.8383	0.9613
0.0376	86.0	9116	0.1744	0.8077	0.9130	0.8571	69	0.6567	0.7586	0.7040	58	0.8931	0.9342	0.9132	152	0.7353	0.8333	0.7812	30	0.7273	0.8276	0.7742	29	0.8032	0.8817	0.8406	0.9626
0.0356	87.0	9222	0.1795	0.7875	0.9130	0.8456	69	0.6528	0.8103	0.7231	58	0.8820	0.9342	0.9073	152	0.7353	0.8333	0.7812	30	0.7576	0.8621	0.8065	29	0.7947	0.8935	0.8412	0.9616
0.0362	88.0	9328	0.1769	0.7975	0.9130	0.8514	69	0.6429	0.7759	0.7031	58	0.875	0.9211	0.8974	152	0.7353	0.8333	0.7812	30	0.7576	0.8621	0.8065	29	0.7926	0.8817	0.8347	0.9616
0.0351	89.0	9434	0.1815	0.7875	0.9130	0.8456	69	0.6479	0.7931	0.7132	58	0.8868	0.9276	0.9068	152	0.7353	0.8333	0.7812	30	0.7273	0.8276	0.7742	29	0.7931	0.8846	0.8364	0.9611
0.0353	90.0	9540	0.1742	0.7875	0.9130	0.8456	69	0.6324	0.7414	0.6825	58	0.8805	0.9211	0.9003	152	0.7647	0.8667	0.8125	30	0.7576	0.8621	0.8065	29	0.7941	0.8787	0.8343	0.9611
0.0348	91.0	9646	0.1780	0.7875	0.9130	0.8456	69	0.6479	0.7931	0.7132	58	0.8861	0.9211	0.9032	152	0.7353	0.8333	0.7812	30	0.7576	0.8621	0.8065	29	0.7952	0.8846	0.8375	0.9608
0.0339	92.0	9752	0.1726	0.8077	0.9130	0.8571	69	0.6515	0.7414	0.6935	58	0.8861	0.9211	0.9032	152	0.7647	0.8667	0.8125	30	0.7812	0.8621	0.8197	29	0.8071	0.8787	0.8414	0.9634
0.0354	93.0	9858	0.1782	0.7875	0.9130	0.8456	69	0.6567	0.7586	0.7040	58	0.8868	0.9276	0.9068	152	0.7353	0.8333	0.7812	30	0.7576	0.8621	0.8065	29	0.7989	0.8817	0.8383	0.9618
0.0321	94.0	9964	0.1762	0.8077	0.9130	0.8571	69	0.6418	0.7414	0.688	58	0.8868	0.9276	0.9068	152	0.7353	0.8333	0.7812	30	0.7576	0.8621	0.8065	29	0.8005	0.8787	0.8378	0.9626
0.0328	95.0	10070	0.1791	0.7975	0.9130	0.8514	69	0.6377	0.7586	0.6929	58	0.8868	0.9276	0.9068	152	0.7353	0.8333	0.7812	30	0.7812	0.8621	0.8197	29	0.7989	0.8817	0.8383	0.9613
0.0362	96.0	10176	0.1774	0.8077	0.9130	0.8571	69	0.6522	0.7759	0.7087	58	0.8868	0.9276	0.9068	152	0.7353	0.8333	0.7812	30	0.7812	0.8621	0.8197	29	0.8038	0.8846	0.8423	0.9626
0.0351	97.0	10282	0.1781	0.7975	0.9130	0.8514	69	0.6377	0.7586	0.6929	58	0.8861	0.9211	0.9032	152	0.7353	0.8333	0.7812	30	0.7812	0.8621	0.8197	29	0.7984	0.8787	0.8366	0.9616
0.0315	98.0	10388	0.1784	0.7975	0.9130	0.8514	69	0.6377	0.7586	0.6929	58	0.8861	0.9211	0.9032	152	0.7353	0.8333	0.7812	30	0.7812	0.8621	0.8197	29	0.7984	0.8787	0.8366	0.9613
0.0341	99.0	10494	0.1801	0.7875	0.9130	0.8456	69	0.6471	0.7586	0.6984	58	0.8924	0.9276	0.9097	152	0.7353	0.8333	0.7812	30	0.7576	0.8621	0.8065	29	0.7989	0.8817	0.8383	0.9611
0.0349	100.0	10600	0.1800	0.7875	0.9130	0.8456	69	0.6471	0.7586	0.6984	58	0.8924	0.9276	0.9097	152	0.7353	0.8333	0.7812	30	0.7576	0.8621	0.8065	29	0.7989	0.8817	0.8383	0.9611

Framework versions

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