nerugm-unipelt-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: 0.2329
• Location Precision: 0.7778
• Location Recall: 0.9130
• Location F1: 0.84
• Location Number: 69
• Organization Precision: 0.6389
• Organization Recall: 0.7931
• Organization F1: 0.7077
• Organization Number: 58
• Person Precision: 0.8868
• Person Recall: 0.9276
• Person F1: 0.9068
• Person Number: 152
• Quantity Precision: 0.7576
• Quantity Recall: 0.8333
• Quantity F1: 0.7937
• Quantity Number: 30
• Time Precision: 0.8333
• Time Recall: 0.8621
• Time F1: 0.8475
• Time Number: 29
• Overall Precision: 0.8
• Overall Recall: 0.8876
• Overall F1: 0.8415
• 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
0.9461	1.0	106	0.5988	0.0	0.0	0.0	69	0.0	0.0	0.0	58	0.25	0.0066	0.0128	152	0.0	0.0	0.0	30	0.0	0.0	0.0	29	0.2	0.0030	0.0058	0.8402
0.5011	2.0	212	0.3293	0.3902	0.2319	0.2909	69	0.2222	0.1034	0.1412	58	0.5810	0.8026	0.6740	152	0.0952	0.0667	0.0784	30	0.5	0.5862	0.5397	29	0.4895	0.4822	0.4858	0.9052
0.2868	3.0	318	0.1914	0.5789	0.7971	0.6707	69	0.4333	0.6724	0.5270	58	0.7472	0.875	0.8061	152	0.5116	0.7333	0.6027	30	0.7742	0.8276	0.8000	29	0.6247	0.8077	0.7045	0.9357
0.1873	4.0	424	0.1713	0.7356	0.9275	0.8205	69	0.5522	0.6379	0.5920	58	0.7624	0.9079	0.8288	152	0.5532	0.8667	0.6753	30	0.5789	0.7586	0.6567	29	0.6833	0.8491	0.7573	0.9424
0.158	5.0	530	0.1297	0.7143	0.7971	0.7534	69	0.5432	0.7586	0.6331	58	0.8303	0.9013	0.8644	152	0.7222	0.8667	0.7879	30	0.8333	0.8621	0.8475	29	0.7378	0.8491	0.7895	0.9549
0.1399	6.0	636	0.1322	0.7093	0.8841	0.7871	69	0.5972	0.7414	0.6615	58	0.8059	0.9013	0.8509	152	0.7027	0.8667	0.7761	30	0.5946	0.7586	0.6667	29	0.7189	0.8550	0.7811	0.9560
0.129	7.0	742	0.1299	0.7654	0.8986	0.8267	69	0.6143	0.7414	0.6719	58	0.8166	0.9079	0.8598	152	0.6098	0.8333	0.7042	30	0.7742	0.8276	0.8000	29	0.7449	0.8639	0.8	0.9557
0.1206	8.0	848	0.1284	0.7848	0.8986	0.8378	69	0.6176	0.7241	0.6667	58	0.8313	0.9079	0.8679	152	0.6970	0.7667	0.7302	30	0.6765	0.7931	0.7302	29	0.7579	0.8521	0.8022	0.9580
0.113	9.0	954	0.1300	0.8052	0.8986	0.8493	69	0.6212	0.7069	0.6613	58	0.8129	0.9145	0.8607	152	0.6389	0.7667	0.6970	30	0.6857	0.8276	0.75	29	0.7506	0.8550	0.7994	0.9570
0.1052	10.0	1060	0.1301	0.7654	0.8986	0.8267	69	0.6866	0.7931	0.736	58	0.8373	0.9145	0.8742	152	0.6667	0.8	0.7273	30	0.6970	0.7931	0.7419	29	0.7676	0.8698	0.8155	0.9601
0.1015	11.0	1166	0.1399	0.775	0.8986	0.8322	69	0.6377	0.7586	0.6929	58	0.8528	0.9145	0.8825	152	0.5	0.7667	0.6053	30	0.6667	0.8276	0.7385	29	0.7411	0.8639	0.7978	0.9572
0.0947	12.0	1272	0.1328	0.8158	0.8986	0.8552	69	0.6406	0.7069	0.6721	58	0.8519	0.9079	0.8790	152	0.6944	0.8333	0.7576	30	0.7742	0.8276	0.8000	29	0.7859	0.8580	0.8204	0.9603
0.0873	13.0	1378	0.1235	0.7875	0.9130	0.8456	69	0.6667	0.6897	0.6780	58	0.8642	0.9211	0.8917	152	0.6970	0.7667	0.7302	30	0.7273	0.8276	0.7742	29	0.7880	0.8580	0.8215	0.9618
0.0866	14.0	1484	0.1283	0.8158	0.8986	0.8552	69	0.7049	0.7414	0.7227	58	0.8383	0.9211	0.8777	152	0.6944	0.8333	0.7576	30	0.7273	0.8276	0.7742	29	0.7882	0.8698	0.8270	0.9618
0.0798	15.0	1590	0.1420	0.8101	0.9275	0.8649	69	0.6842	0.6724	0.6783	58	0.8924	0.9276	0.9097	152	0.5854	0.8	0.6761	30	0.7273	0.8276	0.7742	29	0.7935	0.8639	0.8272	0.9616
0.0752	16.0	1696	0.1464	0.7683	0.9130	0.8344	69	0.6184	0.8103	0.7015	58	0.8659	0.9342	0.8987	152	0.5714	0.8	0.6667	30	0.7273	0.8276	0.7742	29	0.7557	0.8876	0.8163	0.9575
0.0735	17.0	1802	0.1395	0.7875	0.9130	0.8456	69	0.6575	0.8276	0.7328	58	0.8434	0.9211	0.8805	152	0.6316	0.8	0.7059	30	0.75	0.8276	0.7869	29	0.7686	0.8846	0.8226	0.9593
0.0706	18.0	1908	0.1400	0.8101	0.9275	0.8649	69	0.6613	0.7069	0.6833	58	0.8623	0.9474	0.9028	152	0.6154	0.8	0.6957	30	0.6857	0.8276	0.75	29	0.7775	0.8787	0.8250	0.9598
0.0659	19.0	2014	0.1347	0.8312	0.9275	0.8767	69	0.6567	0.7586	0.7040	58	0.8718	0.8947	0.8831	152	0.6486	0.8	0.7164	30	0.7742	0.8276	0.8000	29	0.7935	0.8639	0.8272	0.9611
0.0675	20.0	2120	0.1337	0.8182	0.9130	0.8630	69	0.6825	0.7414	0.7107	58	0.8659	0.9342	0.8987	152	0.7353	0.8333	0.7812	30	0.7667	0.7931	0.7797	29	0.8043	0.8757	0.8385	0.9624
0.061	21.0	2226	0.1468	0.8101	0.9275	0.8649	69	0.6087	0.7241	0.6614	58	0.8758	0.9276	0.9010	152	0.6857	0.8	0.7385	30	0.7742	0.8276	0.8000	29	0.7867	0.8728	0.8275	0.9601
0.06	22.0	2332	0.1453	0.7561	0.8986	0.8212	69	0.6216	0.7931	0.6970	58	0.8659	0.9342	0.8987	152	0.6970	0.7667	0.7302	30	0.8065	0.8621	0.8333	29	0.7760	0.8817	0.8255	0.9593
0.0564	23.0	2438	0.1483	0.8133	0.8841	0.8472	69	0.6364	0.7241	0.6774	58	0.8598	0.9276	0.8924	152	0.6857	0.8	0.7385	30	0.7419	0.7931	0.7667	29	0.7844	0.8609	0.8209	0.9585
0.0554	24.0	2544	0.1449	0.8158	0.8986	0.8552	69	0.6562	0.7241	0.6885	58	0.8598	0.9276	0.8924	152	0.6970	0.7667	0.7302	30	0.8	0.8276	0.8136	29	0.7956	0.8639	0.8284	0.9613
0.0519	25.0	2650	0.1390	0.8077	0.9130	0.8571	69	0.6774	0.7241	0.7	58	0.8688	0.9145	0.8910	152	0.7353	0.8333	0.7812	30	0.8333	0.8621	0.8475	29	0.8077	0.8698	0.8376	0.9631
0.0513	26.0	2756	0.1468	0.8077	0.9130	0.8571	69	0.6515	0.7414	0.6935	58	0.8614	0.9408	0.8994	152	0.7059	0.8	0.7500	30	0.7667	0.7931	0.7797	29	0.7914	0.8757	0.8315	0.9601
0.0481	27.0	2862	0.1426	0.8052	0.8986	0.8493	69	0.6769	0.7586	0.7154	58	0.8625	0.9079	0.8846	152	0.6765	0.7667	0.7188	30	0.7931	0.7931	0.7931	29	0.7945	0.8580	0.8250	0.9618
0.049	28.0	2968	0.1447	0.8	0.9275	0.8591	69	0.6429	0.7759	0.7031	58	0.8545	0.9276	0.8896	152	0.7273	0.8	0.7619	30	0.8065	0.8621	0.8333	29	0.7889	0.8846	0.8340	0.9613
0.0454	29.0	3074	0.1463	0.7590	0.9130	0.8289	69	0.6301	0.7931	0.7023	58	0.8659	0.9342	0.8987	152	0.7273	0.8	0.7619	30	0.7667	0.7931	0.7797	29	0.7781	0.8817	0.8266	0.9613
0.044	30.0	3180	0.1589	0.7975	0.9130	0.8514	69	0.6613	0.7069	0.6833	58	0.8704	0.9276	0.8981	152	0.7353	0.8333	0.7812	30	0.7742	0.8276	0.8000	29	0.7989	0.8698	0.8329	0.9616
0.0416	31.0	3286	0.1720	0.8	0.9275	0.8591	69	0.625	0.6897	0.6557	58	0.8457	0.9013	0.8726	152	0.7576	0.8333	0.7937	30	0.8125	0.8966	0.8525	29	0.7871	0.8639	0.8237	0.9585
0.0401	32.0	3392	0.1568	0.7683	0.9130	0.8344	69	0.6364	0.7241	0.6774	58	0.8650	0.9276	0.8952	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.7914	0.8757	0.8315	0.9613
0.0403	33.0	3498	0.1618	0.8	0.9275	0.8591	69	0.6154	0.6897	0.6504	58	0.8805	0.9211	0.9003	152	0.7576	0.8333	0.7937	30	0.7576	0.8621	0.8065	29	0.7946	0.8698	0.8305	0.9603
0.0386	34.0	3604	0.1828	0.7901	0.9275	0.8533	69	0.6479	0.7931	0.7132	58	0.8545	0.9276	0.8896	152	0.6857	0.8	0.7385	30	0.6857	0.8276	0.75	29	0.7726	0.8846	0.8248	0.9572
0.039	35.0	3710	0.1586	0.7875	0.9130	0.8456	69	0.6119	0.7069	0.6560	58	0.8742	0.9145	0.8939	152	0.7143	0.8333	0.7692	30	0.8065	0.8621	0.8333	29	0.7876	0.8669	0.8254	0.9611
0.0378	36.0	3816	0.1717	0.7975	0.9130	0.8514	69	0.5663	0.8103	0.6667	58	0.8882	0.9408	0.9137	152	0.7576	0.8333	0.7937	30	0.7742	0.8276	0.8000	29	0.7804	0.8935	0.8331	0.9590
0.0376	37.0	3922	0.1620	0.7901	0.9275	0.8533	69	0.6212	0.7069	0.6613	58	0.8875	0.9342	0.9103	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.8027	0.8787	0.8390	0.9621
0.0337	38.0	4028	0.1658	0.8	0.9275	0.8591	69	0.6714	0.8103	0.7344	58	0.8868	0.9276	0.9068	152	0.7647	0.8667	0.8125	30	0.8333	0.8621	0.8475	29	0.8123	0.8964	0.8523	0.9626
0.0316	39.0	4134	0.1753	0.7901	0.9275	0.8533	69	0.6267	0.8103	0.7068	58	0.8805	0.9211	0.9003	152	0.7647	0.8667	0.8125	30	0.7576	0.8621	0.8065	29	0.7906	0.8935	0.8389	0.9608
0.0309	40.0	4240	0.1752	0.7805	0.9275	0.8477	69	0.6406	0.7069	0.6721	58	0.8868	0.9276	0.9068	152	0.7353	0.8333	0.7812	30	0.75	0.8276	0.7869	29	0.7951	0.8728	0.8322	0.9613
0.0299	41.0	4346	0.1854	0.7901	0.9275	0.8533	69	0.6447	0.8448	0.7313	58	0.8758	0.9276	0.9010	152	0.7353	0.8333	0.7812	30	0.7812	0.8621	0.8197	29	0.7917	0.8994	0.8421	0.9613
0.0279	42.0	4452	0.1763	0.7949	0.8986	0.8435	69	0.6377	0.7586	0.6929	58	0.8861	0.9211	0.9032	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.8043	0.8757	0.8385	0.9634
0.0314	43.0	4558	0.1803	0.7778	0.9130	0.84	69	0.6056	0.7414	0.6667	58	0.8797	0.9145	0.8968	152	0.7143	0.8333	0.7692	30	0.6970	0.7931	0.7419	29	0.7751	0.8669	0.8184	0.9583
0.0285	44.0	4664	0.1857	0.7875	0.9130	0.8456	69	0.6429	0.7759	0.7031	58	0.8820	0.9342	0.9073	152	0.7143	0.8333	0.7692	30	0.8065	0.8621	0.8333	29	0.7958	0.8876	0.8392	0.9616
0.0273	45.0	4770	0.1891	0.7412	0.9130	0.8182	69	0.6286	0.7586	0.6875	58	0.8868	0.9276	0.9068	152	0.6667	0.8	0.7273	30	0.7812	0.8621	0.8197	29	0.7775	0.8787	0.8250	0.9593
0.0283	46.0	4876	0.1838	0.7531	0.8841	0.8133	69	0.6308	0.7069	0.6667	58	0.8742	0.9145	0.8939	152	0.7143	0.8333	0.7692	30	0.8065	0.8621	0.8333	29	0.7844	0.8609	0.8209	0.9580
0.0251	47.0	4982	0.1939	0.7590	0.9130	0.8289	69	0.6316	0.8276	0.7164	58	0.8797	0.9145	0.8968	152	0.6857	0.8	0.7385	30	0.7576	0.8621	0.8065	29	0.7766	0.8846	0.8271	0.9601
0.0247	48.0	5088	0.1982	0.7778	0.9130	0.84	69	0.6111	0.7586	0.6769	58	0.8868	0.9276	0.9068	152	0.6944	0.8333	0.7576	30	0.7647	0.8966	0.8254	29	0.7827	0.8846	0.8306	0.9603
0.0245	49.0	5194	0.1886	0.7683	0.9130	0.8344	69	0.6571	0.7931	0.7188	58	0.8875	0.9342	0.9103	152	0.7576	0.8333	0.7937	30	0.7879	0.8966	0.8387	29	0.7989	0.8935	0.8436	0.9626
0.0222	50.0	5300	0.1843	0.8267	0.8986	0.8611	69	0.6557	0.6897	0.6723	58	0.8616	0.9013	0.8810	152	0.7879	0.8667	0.8254	30	0.8333	0.8621	0.8475	29	0.8101	0.8580	0.8333	0.9624
0.0223	51.0	5406	0.2019	0.775	0.8986	0.8322	69	0.6620	0.8103	0.7287	58	0.8931	0.9342	0.9132	152	0.6857	0.8	0.7385	30	0.8333	0.8621	0.8475	29	0.8	0.8876	0.8415	0.9618
0.022	52.0	5512	0.2002	0.7949	0.8986	0.8435	69	0.6429	0.7759	0.7031	58	0.8875	0.9342	0.9103	152	0.7353	0.8333	0.7812	30	0.8333	0.8621	0.8475	29	0.8038	0.8846	0.8423	0.9629
0.0226	53.0	5618	0.2004	0.7848	0.8986	0.8378	69	0.6522	0.7759	0.7087	58	0.8812	0.9276	0.9038	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.8032	0.8817	0.8406	0.9626
0.0203	54.0	5724	0.2078	0.7590	0.9130	0.8289	69	0.6438	0.8103	0.7176	58	0.8981	0.9276	0.9126	152	0.7647	0.8667	0.8125	30	0.8065	0.8621	0.8333	29	0.7989	0.8935	0.8436	0.9621
0.0205	55.0	5830	0.2010	0.7778	0.9130	0.84	69	0.6216	0.7931	0.6970	58	0.8868	0.9276	0.9068	152	0.7576	0.8333	0.7937	30	0.7879	0.8966	0.8387	29	0.7921	0.8905	0.8384	0.9613
0.02	56.0	5936	0.2016	0.7778	0.9130	0.84	69	0.6338	0.7759	0.6977	58	0.8868	0.9276	0.9068	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.7995	0.8846	0.8399	0.9618
0.0183	57.0	6042	0.2022	0.7778	0.9130	0.84	69	0.6479	0.7931	0.7132	58	0.8642	0.9211	0.8917	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.7931	0.8846	0.8364	0.9626
0.0208	58.0	6148	0.1962	0.775	0.8986	0.8322	69	0.6571	0.7931	0.7188	58	0.8805	0.9211	0.9003	152	0.7879	0.8667	0.8254	30	0.8065	0.8621	0.8333	29	0.8016	0.8846	0.8411	0.9621
0.02	59.0	6254	0.2105	0.7711	0.9275	0.8421	69	0.6438	0.8103	0.7176	58	0.8861	0.9211	0.9032	152	0.7353	0.8333	0.7812	30	0.8065	0.8621	0.8333	29	0.7942	0.8905	0.8396	0.9598
0.02	60.0	6360	0.2095	0.7975	0.9130	0.8514	69	0.6957	0.8276	0.7559	58	0.8797	0.9145	0.8968	152	0.7353	0.8333	0.7812	30	0.8065	0.8621	0.8333	29	0.8086	0.8876	0.8463	0.9618
0.0189	61.0	6466	0.2092	0.7848	0.8986	0.8378	69	0.7231	0.8103	0.7642	58	0.8917	0.9211	0.9061	152	0.7576	0.8333	0.7937	30	0.8065	0.8621	0.8333	29	0.8192	0.8846	0.8506	0.9629
0.0189	62.0	6572	0.1975	0.7975	0.9130	0.8514	69	0.7188	0.7931	0.7541	58	0.8924	0.9276	0.9097	152	0.7879	0.8667	0.8254	30	0.8621	0.8621	0.8621	29	0.8292	0.8905	0.8588	0.9667
0.0181	63.0	6678	0.2113	0.7778	0.9130	0.84	69	0.6216	0.7931	0.6970	58	0.8917	0.9211	0.9061	152	0.7576	0.8333	0.7937	30	0.8065	0.8621	0.8333	29	0.7952	0.8846	0.8375	0.9631
0.0169	64.0	6784	0.2146	0.7975	0.9130	0.8514	69	0.6667	0.8621	0.7519	58	0.8868	0.9276	0.9068	152	0.7576	0.8333	0.7937	30	0.8065	0.8621	0.8333	29	0.8064	0.8994	0.8503	0.9624
0.0156	65.0	6890	0.2125	0.7875	0.9130	0.8456	69	0.6538	0.8793	0.7500	58	0.8924	0.9276	0.9097	152	0.7879	0.8667	0.8254	30	0.8333	0.8621	0.8475	29	0.8074	0.9053	0.8536	0.9631
0.0184	66.0	6996	0.2206	0.7711	0.9275	0.8421	69	0.6970	0.7931	0.7419	58	0.8712	0.9342	0.9016	152	0.7879	0.8667	0.8254	30	0.8065	0.8621	0.8333	29	0.8059	0.8964	0.8487	0.9621
0.0157	67.0	7102	0.2219	0.7590	0.9130	0.8289	69	0.6901	0.8448	0.7597	58	0.8868	0.9276	0.9068	152	0.7143	0.8333	0.7692	30	0.8065	0.8621	0.8333	29	0.7995	0.8964	0.8452	0.9611
0.017	68.0	7208	0.2105	0.7975	0.9130	0.8514	69	0.6806	0.8448	0.7538	58	0.8924	0.9276	0.9097	152	0.7879	0.8667	0.8254	30	0.8065	0.8621	0.8333	29	0.8150	0.8994	0.8551	0.9641
0.0153	69.0	7314	0.2124	0.7901	0.9275	0.8533	69	0.6571	0.7931	0.7188	58	0.8805	0.9211	0.9003	152	0.7879	0.8667	0.8254	30	0.8065	0.8621	0.8333	29	0.8048	0.8905	0.8455	0.9624
0.0144	70.0	7420	0.2171	0.7619	0.9275	0.8366	69	0.625	0.7759	0.6923	58	0.8924	0.9276	0.9097	152	0.7576	0.8333	0.7937	30	0.8065	0.8621	0.8333	29	0.7937	0.8876	0.8380	0.9618
0.0143	71.0	7526	0.2197	0.7470	0.8986	0.8158	69	0.6389	0.7931	0.7077	58	0.8924	0.9276	0.9097	152	0.7143	0.8333	0.7692	30	0.8333	0.8621	0.8475	29	0.7910	0.8846	0.8352	0.9618
0.0132	72.0	7632	0.2083	0.7778	0.9130	0.84	69	0.6176	0.7241	0.6667	58	0.8790	0.9079	0.8932	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.7940	0.8669	0.8289	0.9629
0.0135	73.0	7738	0.2157	0.7711	0.9275	0.8421	69	0.6216	0.7931	0.6970	58	0.8981	0.9276	0.9126	152	0.7879	0.8667	0.8254	30	0.8065	0.8621	0.8333	29	0.7989	0.8935	0.8436	0.9624
0.0129	74.0	7844	0.2206	0.7805	0.9275	0.8477	69	0.6438	0.8103	0.7176	58	0.8924	0.9276	0.9097	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.8032	0.8935	0.8459	0.9629
0.0121	75.0	7950	0.2265	0.8	0.9275	0.8591	69	0.6486	0.8276	0.7273	58	0.8868	0.9276	0.9068	152	0.7576	0.8333	0.7937	30	0.8065	0.8621	0.8333	29	0.8037	0.8964	0.8476	0.9626
0.0128	76.0	8056	0.2191	0.7901	0.9275	0.8533	69	0.6667	0.8276	0.7385	58	0.8868	0.9276	0.9068	152	0.7879	0.8667	0.8254	30	0.8065	0.8621	0.8333	29	0.8085	0.8994	0.8515	0.9636
0.0129	77.0	8162	0.2162	0.7901	0.9275	0.8533	69	0.6389	0.7931	0.7077	58	0.8924	0.9276	0.9097	152	0.7879	0.8667	0.8254	30	0.8065	0.8621	0.8333	29	0.8053	0.8935	0.8471	0.9634
0.0136	78.0	8268	0.2211	0.7875	0.9130	0.8456	69	0.6234	0.8276	0.7111	58	0.8812	0.9276	0.9038	152	0.7879	0.8667	0.8254	30	0.8065	0.8621	0.8333	29	0.7953	0.8964	0.8428	0.9624
0.0121	79.0	8374	0.2213	0.7805	0.9275	0.8477	69	0.6438	0.8103	0.7176	58	0.8924	0.9276	0.9097	152	0.7879	0.8667	0.8254	30	0.8333	0.8621	0.8475	29	0.8059	0.8964	0.8487	0.9641
0.0111	80.0	8480	0.2249	0.7805	0.9275	0.8477	69	0.6761	0.8276	0.7442	58	0.8924	0.9276	0.9097	152	0.7576	0.8333	0.7937	30	0.8065	0.8621	0.8333	29	0.808	0.8964	0.8499	0.9636
0.0118	81.0	8586	0.2286	0.7683	0.9130	0.8344	69	0.6216	0.7931	0.6970	58	0.8861	0.9211	0.9032	152	0.7576	0.8333	0.7937	30	0.8065	0.8621	0.8333	29	0.7910	0.8846	0.8352	0.9618
0.0115	82.0	8692	0.2236	0.7901	0.9275	0.8533	69	0.6806	0.8448	0.7538	58	0.8924	0.9276	0.9097	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.8128	0.8994	0.8539	0.9641
0.0108	83.0	8798	0.2275	0.7778	0.9130	0.84	69	0.6216	0.7931	0.6970	58	0.8868	0.9276	0.9068	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.7958	0.8876	0.8392	0.9626
0.0129	84.0	8904	0.2284	0.7778	0.9130	0.84	69	0.6351	0.8103	0.7121	58	0.8868	0.9276	0.9068	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.7984	0.8905	0.8420	0.9626
0.011	85.0	9010	0.2237	0.7901	0.9275	0.8533	69	0.6301	0.7931	0.7023	58	0.8924	0.9276	0.9097	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.8027	0.8905	0.8443	0.9644
0.0115	86.0	9116	0.2261	0.7805	0.9275	0.8477	69	0.6528	0.8103	0.7231	58	0.8917	0.9211	0.9061	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.8048	0.8905	0.8455	0.9634
0.0108	87.0	9222	0.2266	0.7778	0.9130	0.84	69	0.6164	0.7759	0.6870	58	0.8917	0.9211	0.9061	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.7968	0.8817	0.8371	0.9624
0.011	88.0	9328	0.2287	0.7875	0.9130	0.8456	69	0.6667	0.8276	0.7385	58	0.8861	0.9211	0.9032	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.8070	0.8905	0.8467	0.9634
0.0107	89.0	9434	0.2303	0.7778	0.9130	0.84	69	0.6351	0.8103	0.7121	58	0.8917	0.9211	0.9061	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.8	0.8876	0.8415	0.9631
0.0107	90.0	9540	0.2355	0.7778	0.9130	0.84	69	0.6216	0.7931	0.6970	58	0.8861	0.9211	0.9032	152	0.7879	0.8667	0.8254	30	0.8333	0.8621	0.8475	29	0.7979	0.8876	0.8403	0.9626
0.0101	91.0	9646	0.2317	0.7778	0.9130	0.84	69	0.625	0.7759	0.6923	58	0.8861	0.9211	0.9032	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.7968	0.8817	0.8371	0.9618
0.0103	92.0	9752	0.2331	0.7901	0.9275	0.8533	69	0.6301	0.7931	0.7023	58	0.8861	0.9211	0.9032	152	0.7879	0.8667	0.8254	30	0.8333	0.8621	0.8475	29	0.8027	0.8905	0.8443	0.9634
0.0106	93.0	9858	0.2329	0.7778	0.9130	0.84	69	0.6389	0.7931	0.7077	58	0.8917	0.9211	0.9061	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.8016	0.8846	0.8411	0.9629
0.0098	94.0	9964	0.2317	0.7778	0.9130	0.84	69	0.6528	0.8103	0.7231	58	0.8924	0.9276	0.9097	152	0.7879	0.8667	0.8254	30	0.8333	0.8621	0.8475	29	0.8075	0.8935	0.8483	0.9639
0.0099	95.0	10070	0.2371	0.7778	0.9130	0.84	69	0.6389	0.7931	0.7077	58	0.8917	0.9211	0.9061	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.8016	0.8846	0.8411	0.9629
0.0111	96.0	10176	0.2326	0.7778	0.9130	0.84	69	0.6389	0.7931	0.7077	58	0.8861	0.9211	0.9032	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.7995	0.8846	0.8399	0.9629
0.0107	97.0	10282	0.2305	0.7778	0.9130	0.84	69	0.6528	0.8103	0.7231	58	0.8868	0.9276	0.9068	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.8027	0.8905	0.8443	0.9631
0.0089	98.0	10388	0.2344	0.7778	0.9130	0.84	69	0.6479	0.7931	0.7132	58	0.8868	0.9276	0.9068	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.8021	0.8876	0.8427	0.9631
0.0096	99.0	10494	0.2323	0.7778	0.9130	0.84	69	0.6528	0.8103	0.7231	58	0.8868	0.9276	0.9068	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.8027	0.8905	0.8443	0.9634
0.0091	100.0	10600	0.2329	0.7778	0.9130	0.84	69	0.6389	0.7931	0.7077	58	0.8868	0.9276	0.9068	152	0.7576	0.8333	0.7937	30	0.8333	0.8621	0.8475	29	0.8	0.8876	0.8415	0.9631

Framework versions

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