nerugm-pt-pl10-0

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: 0.2147
• Location Precision: 0.84
• Location Recall: 0.9130
• Location F1: 0.8750
• Location Number: 69
• Organization Precision: 0.6515
• Organization Recall: 0.7414
• Organization F1: 0.6935
• Organization Number: 58
• Person Precision: 0.8696
• Person Recall: 0.9211
• Person F1: 0.8946
• Person Number: 152
• Quantity Precision: 0.7222
• Quantity Recall: 0.8667
• Quantity F1: 0.7879
• Quantity Number: 30
• Time Precision: 0.7429
• Time Recall: 0.8966
• Time F1: 0.8125
• Time Number: 29
• Overall Precision: 0.7989
• Overall Recall: 0.8817
• Overall F1: 0.8383
• Overall Accuracy: 0.9580

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
0.9688	1.0	106	0.5576	0.0	0.0	0.0	69	0.0	0.0	0.0	58	0.2667	0.0526	0.0879	152	0.0	0.0	0.0	30	0.0	0.0	0.0	29	0.2162	0.0237	0.0427	0.8433
0.4767	2.0	212	0.3127	0.5	0.2029	0.2887	69	0.1111	0.0517	0.0706	58	0.4710	0.8026	0.5937	152	0.125	0.1	0.1111	30	0.4722	0.5862	0.5231	29	0.4251	0.4704	0.4466	0.8991
0.2969	3.0	318	0.2226	0.5417	0.7536	0.6303	69	0.3723	0.6034	0.4605	58	0.7514	0.875	0.8085	152	0.5909	0.8667	0.7027	30	0.6765	0.7931	0.7302	29	0.6045	0.7959	0.6871	0.9275
0.2125	4.0	424	0.1735	0.6923	0.7826	0.7347	69	0.4928	0.5862	0.5354	58	0.7624	0.9079	0.8288	152	0.5952	0.8333	0.6944	30	0.6389	0.7931	0.7077	29	0.6749	0.8107	0.7366	0.9401
0.1759	5.0	530	0.1436	0.6714	0.6812	0.6763	69	0.5119	0.7414	0.6056	58	0.7931	0.9079	0.8466	152	0.6486	0.8	0.7164	30	0.8276	0.8276	0.8276	29	0.7005	0.8166	0.7541	0.9475
0.1548	6.0	636	0.1446	0.7176	0.8841	0.7922	69	0.5875	0.8103	0.6812	58	0.8023	0.9079	0.8519	152	0.625	0.8333	0.7143	30	0.6857	0.8276	0.75	29	0.7160	0.8728	0.7867	0.9521
0.1452	7.0	742	0.1472	0.7590	0.9130	0.8289	69	0.6164	0.7759	0.6870	58	0.8333	0.9211	0.875	152	0.5	0.8	0.6154	30	0.7273	0.8276	0.7742	29	0.7309	0.8757	0.7968	0.9511
0.1368	8.0	848	0.1397	0.7848	0.8986	0.8378	69	0.6098	0.8621	0.7143	58	0.8284	0.9211	0.8723	152	0.6757	0.8333	0.7463	30	0.55	0.7586	0.6377	29	0.7346	0.8846	0.8027	0.9539
0.1278	9.0	954	0.1459	0.7442	0.9275	0.8258	69	0.5714	0.6207	0.5950	58	0.8057	0.9276	0.8624	152	0.6579	0.8333	0.7353	30	0.5610	0.7931	0.6571	29	0.7171	0.8550	0.7800	0.9529
0.1202	10.0	1060	0.1396	0.7209	0.8986	0.8000	69	0.6087	0.7241	0.6614	58	0.8383	0.9211	0.8777	152	0.5952	0.8333	0.6944	30	0.7576	0.8621	0.8065	29	0.7406	0.8698	0.8	0.9560
0.1166	11.0	1166	0.1387	0.7831	0.9420	0.8553	69	0.5811	0.7414	0.6515	58	0.8393	0.9276	0.8812	152	0.5952	0.8333	0.6944	30	0.6857	0.8276	0.75	29	0.7413	0.8817	0.8054	0.9557
0.1108	12.0	1272	0.1307	0.8077	0.9130	0.8571	69	0.5593	0.5690	0.5641	58	0.8589	0.9211	0.8889	152	0.6579	0.8333	0.7353	30	0.7742	0.8276	0.8000	29	0.7724	0.8432	0.8062	0.9580
0.1052	13.0	1378	0.1312	0.7805	0.9275	0.8477	69	0.6571	0.7931	0.7188	58	0.8650	0.9276	0.8952	152	0.6857	0.8	0.7385	30	0.7059	0.8276	0.7619	29	0.7786	0.8846	0.8283	0.9613
0.104	14.0	1484	0.1374	0.8182	0.9130	0.8630	69	0.6615	0.7414	0.6992	58	0.8727	0.9474	0.9085	152	0.6154	0.8	0.6957	30	0.6970	0.7931	0.7419	29	0.7836	0.8787	0.8285	0.9608
0.0963	15.0	1590	0.1398	0.7619	0.9275	0.8366	69	0.65	0.6724	0.6610	58	0.8875	0.9342	0.9103	152	0.5106	0.8	0.6234	30	0.7273	0.8276	0.7742	29	0.7630	0.8669	0.8116	0.9572
0.0952	16.0	1696	0.1415	0.7529	0.9275	0.8312	69	0.6714	0.8103	0.7344	58	0.8868	0.9276	0.9068	152	0.5854	0.8	0.6761	30	0.7742	0.8276	0.8000	29	0.7772	0.8876	0.8287	0.9580
0.0902	17.0	1802	0.1423	0.7901	0.9275	0.8533	69	0.5976	0.8448	0.7000	58	0.8642	0.9211	0.8917	152	0.5217	0.8	0.6316	30	0.7188	0.7931	0.7541	29	0.7444	0.8876	0.8097	0.9580
0.0919	18.0	1908	0.1435	0.8312	0.9275	0.8767	69	0.6338	0.7759	0.6977	58	0.8780	0.9474	0.9114	152	0.5854	0.8	0.6761	30	0.6765	0.7931	0.7302	29	0.7752	0.8876	0.8276	0.9624
0.0864	19.0	2014	0.1433	0.8077	0.9130	0.8571	69	0.6562	0.7241	0.6885	58	0.8720	0.9408	0.9051	152	0.5333	0.8	0.64	30	0.7667	0.7931	0.7797	29	0.7743	0.8728	0.8206	0.9583
0.0853	20.0	2120	0.1352	0.84	0.9130	0.8750	69	0.6528	0.8103	0.7231	58	0.8882	0.9408	0.9137	152	0.6944	0.8333	0.7576	30	0.7188	0.7931	0.7541	29	0.8005	0.8905	0.8431	0.9631
0.0782	21.0	2226	0.1521	0.775	0.8986	0.8322	69	0.6216	0.7931	0.6970	58	0.8720	0.9408	0.9051	152	0.6757	0.8333	0.7463	30	0.6857	0.8276	0.75	29	0.7692	0.8876	0.8242	0.9575
0.0778	22.0	2332	0.1419	0.7901	0.9275	0.8533	69	0.6364	0.8448	0.7259	58	0.8650	0.9276	0.8952	152	0.6667	0.8	0.7273	30	0.75	0.8276	0.7869	29	0.7763	0.8935	0.8308	0.9618
0.0751	23.0	2438	0.1431	0.7975	0.9130	0.8514	69	0.6338	0.7759	0.6977	58	0.8712	0.9342	0.9016	152	0.6316	0.8	0.7059	30	0.7059	0.8276	0.7619	29	0.7740	0.8817	0.8243	0.9601
0.0761	24.0	2544	0.1411	0.8205	0.9275	0.8707	69	0.6515	0.7414	0.6935	58	0.8773	0.9408	0.9079	152	0.7059	0.8	0.7500	30	0.7742	0.8276	0.8000	29	0.8011	0.8817	0.8394	0.9634
0.0718	25.0	2650	0.1575	0.8077	0.9130	0.8571	69	0.625	0.7759	0.6923	58	0.8773	0.9408	0.9079	152	0.5333	0.8	0.64	30	0.6765	0.7931	0.7302	29	0.7602	0.8817	0.8164	0.9577
0.0706	26.0	2756	0.1425	0.8158	0.8986	0.8552	69	0.6875	0.7586	0.7213	58	0.8938	0.9408	0.9167	152	0.6316	0.8	0.7059	30	0.75	0.8276	0.7869	29	0.8027	0.8787	0.8390	0.9624
0.0675	27.0	2862	0.1607	0.8077	0.9130	0.8571	69	0.6125	0.8448	0.7101	58	0.8503	0.9342	0.8903	152	0.6	0.8	0.6857	30	0.7059	0.8276	0.7619	29	0.7569	0.8935	0.8195	0.9560
0.0692	28.0	2968	0.1498	0.8077	0.9130	0.8571	69	0.6418	0.7414	0.688	58	0.8485	0.9211	0.8833	152	0.7027	0.8667	0.7761	30	0.6765	0.7931	0.7302	29	0.7743	0.8728	0.8206	0.9593
0.0663	29.0	3074	0.1481	0.7778	0.9130	0.84	69	0.5976	0.8448	0.7000	58	0.8598	0.9276	0.8924	152	0.6667	0.8	0.7273	30	0.7273	0.8276	0.7742	29	0.7601	0.8905	0.8202	0.9593
0.0642	30.0	3180	0.1446	0.8289	0.9130	0.8690	69	0.6212	0.7069	0.6613	58	0.8545	0.9276	0.8896	152	0.7879	0.8667	0.8254	30	0.7812	0.8621	0.8197	29	0.7957	0.8757	0.8338	0.9631
0.0602	31.0	3286	0.1596	0.8289	0.9130	0.8690	69	0.6	0.7241	0.6562	58	0.8598	0.9276	0.8924	152	0.6667	0.8	0.7273	30	0.7059	0.8276	0.7619	29	0.7737	0.8698	0.8189	0.9590
0.0618	32.0	3392	0.1510	0.7875	0.9130	0.8456	69	0.6818	0.7759	0.7258	58	0.8704	0.9276	0.8981	152	0.5854	0.8	0.6761	30	0.7188	0.7931	0.7541	29	0.7769	0.8757	0.8234	0.9606
0.0587	33.0	3498	0.1513	0.8421	0.9275	0.8828	69	0.6338	0.7759	0.6977	58	0.8720	0.9408	0.9051	152	0.7353	0.8333	0.7812	30	0.7273	0.8276	0.7742	29	0.7963	0.8905	0.8408	0.9636
0.0575	34.0	3604	0.1721	0.7949	0.8986	0.8435	69	0.6438	0.8103	0.7176	58	0.8598	0.9276	0.8924	152	0.6	0.8	0.6857	30	0.6216	0.7931	0.6970	29	0.7577	0.8787	0.8137	0.9575
0.0568	35.0	3710	0.1631	0.8312	0.9275	0.8767	69	0.6866	0.7931	0.736	58	0.8545	0.9276	0.8896	152	0.6154	0.8	0.6957	30	0.7419	0.7931	0.7667	29	0.7863	0.8817	0.8312	0.9606
0.058	36.0	3816	0.1528	0.8378	0.8986	0.8671	69	0.6234	0.8276	0.7111	58	0.8773	0.9408	0.9079	152	0.7353	0.8333	0.7812	30	0.75	0.8276	0.7869	29	0.7947	0.8935	0.8412	0.9618
0.0542	37.0	3922	0.1606	0.8077	0.9130	0.8571	69	0.6286	0.7586	0.6875	58	0.8712	0.9342	0.9016	152	0.6857	0.8	0.7385	30	0.7059	0.8276	0.7619	29	0.7816	0.8787	0.8273	0.9598
0.0543	38.0	4028	0.1634	0.7875	0.9130	0.8456	69	0.6154	0.8276	0.7059	58	0.8812	0.9276	0.9038	152	0.5714	0.8	0.6667	30	0.7273	0.8276	0.7742	29	0.7634	0.8876	0.8208	0.9583
0.0545	39.0	4134	0.1597	0.8421	0.9275	0.8828	69	0.6377	0.7586	0.6929	58	0.8580	0.9145	0.8854	152	0.7353	0.8333	0.7812	30	0.7059	0.8276	0.7619	29	0.7893	0.8757	0.8303	0.9590
0.0522	40.0	4240	0.1503	0.8077	0.9130	0.8571	69	0.6935	0.7414	0.7167	58	0.8696	0.9211	0.8946	152	0.7297	0.9	0.8060	30	0.7059	0.8276	0.7619	29	0.7984	0.8787	0.8366	0.9626
0.0484	41.0	4346	0.1651	0.8182	0.9130	0.8630	69	0.6471	0.7586	0.6984	58	0.8589	0.9211	0.8889	152	0.6944	0.8333	0.7576	30	0.7188	0.7931	0.7541	29	0.7846	0.8728	0.8263	0.9593
0.0472	42.0	4452	0.1661	0.8378	0.8986	0.8671	69	0.6471	0.7586	0.6984	58	0.8924	0.9276	0.9097	152	0.6667	0.8	0.7273	30	0.6857	0.8276	0.75	29	0.7951	0.8728	0.8322	0.9601
0.0498	43.0	4558	0.1551	0.84	0.9130	0.8750	69	0.6567	0.7586	0.7040	58	0.8868	0.9276	0.9068	152	0.7297	0.9	0.8060	30	0.7059	0.8276	0.7619	29	0.8038	0.8846	0.8423	0.9629
0.0474	44.0	4664	0.1694	0.84	0.9130	0.8750	69	0.6769	0.7586	0.7154	58	0.8494	0.9276	0.8868	152	0.6857	0.8	0.7385	30	0.7273	0.8276	0.7742	29	0.7914	0.8757	0.8315	0.9601
0.0483	45.0	4770	0.1747	0.8158	0.8986	0.8552	69	0.6377	0.7586	0.6929	58	0.8589	0.9211	0.8889	152	0.5476	0.7667	0.6389	30	0.75	0.8276	0.7869	29	0.7670	0.8669	0.8139	0.9547
0.045	46.0	4876	0.1735	0.7975	0.9130	0.8514	69	0.6667	0.7241	0.6942	58	0.8642	0.9211	0.8917	152	0.6579	0.8333	0.7353	30	0.6486	0.8276	0.7273	29	0.7757	0.8698	0.8201	0.9577
0.0431	47.0	4982	0.1792	0.8289	0.9130	0.8690	69	0.6462	0.7241	0.6829	58	0.8537	0.9211	0.8861	152	0.6486	0.8	0.7164	30	0.7059	0.8276	0.7619	29	0.7793	0.8669	0.8207	0.9585
0.0424	48.0	5088	0.1735	0.8101	0.9275	0.8649	69	0.6970	0.7931	0.7419	58	0.8598	0.9276	0.8924	152	0.6316	0.8	0.7059	30	0.75	0.8276	0.7869	29	0.7889	0.8846	0.8340	0.9606
0.0426	49.0	5194	0.1756	0.8182	0.9130	0.8630	69	0.6761	0.8276	0.7442	58	0.8494	0.9276	0.8868	152	0.75	0.9	0.8182	30	0.6857	0.8276	0.75	29	0.7870	0.8964	0.8382	0.9598
0.0412	50.0	5300	0.1680	0.8312	0.9275	0.8767	69	0.6727	0.6379	0.6549	58	0.8485	0.9211	0.8833	152	0.7027	0.8667	0.7761	30	0.7812	0.8621	0.8197	29	0.7978	0.8639	0.8295	0.9598
0.0407	51.0	5406	0.1757	0.8205	0.9275	0.8707	69	0.625	0.6897	0.6557	58	0.8712	0.9342	0.9016	152	0.6757	0.8333	0.7463	30	0.75	0.8276	0.7869	29	0.7888	0.8728	0.8287	0.9595
0.0421	52.0	5512	0.1845	0.8182	0.9130	0.8630	69	0.6618	0.7759	0.7143	58	0.8589	0.9211	0.8889	152	0.7027	0.8667	0.7761	30	0.6857	0.8276	0.75	29	0.7842	0.8817	0.8301	0.9588
0.0415	53.0	5618	0.1807	0.8421	0.9275	0.8828	69	0.6618	0.7759	0.7143	58	0.8589	0.9211	0.8889	152	0.7105	0.9	0.7941	30	0.7273	0.8276	0.7742	29	0.7937	0.8876	0.8380	0.9603
0.0378	54.0	5724	0.1903	0.8289	0.9130	0.8690	69	0.5972	0.7414	0.6615	58	0.8589	0.9211	0.8889	152	0.7297	0.9	0.8060	30	0.7059	0.8276	0.7619	29	0.7775	0.8787	0.8250	0.9588
0.0388	55.0	5830	0.1836	0.8312	0.9275	0.8767	69	0.6935	0.7414	0.7167	58	0.8704	0.9276	0.8981	152	0.6486	0.8	0.7164	30	0.6857	0.8276	0.75	29	0.7936	0.8757	0.8326	0.9593
0.0381	56.0	5936	0.1799	0.8289	0.9130	0.8690	69	0.6418	0.7414	0.688	58	0.8642	0.9211	0.8917	152	0.6842	0.8667	0.7647	30	0.8667	0.8966	0.8814	29	0.7989	0.8817	0.8383	0.9595
0.0377	57.0	6042	0.1980	0.8289	0.9130	0.8690	69	0.6061	0.6897	0.6452	58	0.8476	0.9145	0.8797	152	0.7105	0.9	0.7941	30	0.6944	0.8621	0.7692	29	0.7737	0.8698	0.8189	0.9554
0.0382	58.0	6148	0.1961	0.8378	0.8986	0.8671	69	0.6418	0.7414	0.688	58	0.8704	0.9276	0.8981	152	0.6579	0.8333	0.7353	30	0.7059	0.8276	0.7619	29	0.7867	0.8728	0.8275	0.9562
0.0358	59.0	6254	0.1875	0.8289	0.9130	0.8690	69	0.6471	0.7586	0.6984	58	0.8650	0.9276	0.8952	152	0.6667	0.8667	0.7536	30	0.7812	0.8621	0.8197	29	0.7910	0.8846	0.8352	0.9601
0.0355	60.0	6360	0.1934	0.8289	0.9130	0.8690	69	0.6429	0.7759	0.7031	58	0.8742	0.9145	0.8939	152	0.6486	0.8	0.7164	30	0.7812	0.8621	0.8197	29	0.7914	0.8757	0.8315	0.9577
0.037	61.0	6466	0.1857	0.84	0.9130	0.8750	69	0.6377	0.7586	0.6929	58	0.8696	0.9211	0.8946	152	0.6842	0.8667	0.7647	30	0.6857	0.8276	0.75	29	0.7857	0.8787	0.8296	0.9593
0.0342	62.0	6572	0.1942	0.8289	0.9130	0.8690	69	0.6143	0.7414	0.6719	58	0.8580	0.9145	0.8854	152	0.6667	0.8	0.7273	30	0.7059	0.8276	0.7619	29	0.7751	0.8669	0.8184	0.9565
0.0349	63.0	6678	0.1864	0.8533	0.9275	0.8889	69	0.6667	0.7241	0.6942	58	0.8598	0.9276	0.8924	152	0.7297	0.9	0.8060	30	0.7879	0.8966	0.8387	29	0.8065	0.8876	0.8451	0.9603
0.0316	64.0	6784	0.1956	0.8289	0.9130	0.8690	69	0.5974	0.7931	0.6815	58	0.8528	0.9145	0.8825	152	0.6842	0.8667	0.7647	30	0.7059	0.8276	0.7619	29	0.7680	0.8817	0.8209	0.9554
0.0358	65.0	6890	0.1994	0.8421	0.9275	0.8828	69	0.5783	0.8276	0.6809	58	0.8712	0.9342	0.9016	152	0.6944	0.8333	0.7576	30	0.6857	0.8276	0.75	29	0.7710	0.8964	0.8290	0.9567
0.0317	66.0	6996	0.2149	0.8421	0.9275	0.8828	69	0.6119	0.7069	0.6560	58	0.8650	0.9276	0.8952	152	0.6316	0.8	0.7059	30	0.6857	0.8276	0.75	29	0.7757	0.8698	0.8201	0.9557
0.0335	67.0	7102	0.1980	0.8182	0.9130	0.8630	69	0.6567	0.7586	0.7040	58	0.8773	0.9408	0.9079	152	0.6667	0.8	0.7273	30	0.7647	0.8966	0.8254	29	0.7958	0.8876	0.8392	0.9603
0.0333	68.0	7208	0.1946	0.8182	0.9130	0.8630	69	0.6418	0.7414	0.688	58	0.8545	0.9276	0.8896	152	0.6757	0.8333	0.7463	30	0.6667	0.8276	0.7385	29	0.7749	0.8757	0.8222	0.9580
0.0311	69.0	7314	0.1972	0.8312	0.9275	0.8767	69	0.6615	0.7414	0.6992	58	0.8696	0.9211	0.8946	152	0.7222	0.8667	0.7879	30	0.8966	0.8966	0.8966	29	0.8125	0.8846	0.8470	0.9606
0.0314	70.0	7420	0.2074	0.8289	0.9130	0.8690	69	0.6719	0.7414	0.7049	58	0.8704	0.9276	0.8981	152	0.7027	0.8667	0.7761	30	0.6857	0.8276	0.75	29	0.7941	0.8787	0.8343	0.9572
0.0317	71.0	7526	0.2124	0.8182	0.9130	0.8630	69	0.6765	0.7931	0.7302	58	0.8765	0.9342	0.9045	152	0.6757	0.8333	0.7463	30	0.6486	0.8276	0.7273	29	0.7874	0.8876	0.8345	0.9577
0.0297	72.0	7632	0.2063	0.8514	0.9130	0.8811	69	0.6379	0.6379	0.6379	58	0.8758	0.9276	0.9010	152	0.6667	0.8	0.7273	30	0.6857	0.8276	0.75	29	0.7940	0.8550	0.8234	0.9567
0.0293	73.0	7738	0.2054	0.8312	0.9275	0.8767	69	0.6324	0.7414	0.6825	58	0.8712	0.9342	0.9016	152	0.7297	0.9	0.8060	30	0.7879	0.8966	0.8387	29	0.7989	0.8935	0.8436	0.9603
0.0303	74.0	7844	0.2092	0.8182	0.9130	0.8630	69	0.6176	0.7241	0.6667	58	0.8704	0.9276	0.8981	152	0.6757	0.8333	0.7463	30	0.7059	0.8276	0.7619	29	0.7804	0.8728	0.8240	0.9583
0.0319	75.0	7950	0.2117	0.8289	0.9130	0.8690	69	0.6462	0.7241	0.6829	58	0.8642	0.9211	0.8917	152	0.6857	0.8	0.7385	30	0.6667	0.8276	0.7385	29	0.7834	0.8669	0.8230	0.9567
0.0294	76.0	8056	0.2030	0.8182	0.9130	0.8630	69	0.6462	0.7241	0.6829	58	0.875	0.9211	0.8974	152	0.6757	0.8333	0.7463	30	0.6857	0.8276	0.75	29	0.7861	0.8698	0.8258	0.9577
0.0282	77.0	8162	0.2060	0.8289	0.9130	0.8690	69	0.6406	0.7069	0.6721	58	0.8642	0.9211	0.8917	152	0.7027	0.8667	0.7761	30	0.7353	0.8621	0.7937	29	0.7909	0.8728	0.8298	0.9585
0.0298	78.0	8268	0.2040	0.8289	0.9130	0.8690	69	0.65	0.6724	0.6610	58	0.8696	0.9211	0.8946	152	0.6667	0.8	0.7273	30	0.7273	0.8276	0.7742	29	0.7923	0.8580	0.8239	0.9585
0.0296	79.0	8374	0.1979	0.8421	0.9275	0.8828	69	0.6615	0.7414	0.6992	58	0.8758	0.9276	0.9010	152	0.7222	0.8667	0.7879	30	0.8125	0.8966	0.8525	29	0.8108	0.8876	0.8475	0.9608
0.0281	80.0	8480	0.2116	0.8421	0.9275	0.8828	69	0.6825	0.7414	0.7107	58	0.8696	0.9211	0.8946	152	0.6857	0.8	0.7385	30	0.7429	0.8966	0.8125	29	0.8027	0.8787	0.8390	0.9580
0.0285	81.0	8586	0.2078	0.8312	0.9275	0.8767	69	0.6406	0.7069	0.6721	58	0.8696	0.9211	0.8946	152	0.6667	0.8	0.7273	30	0.6944	0.8621	0.7692	29	0.7861	0.8698	0.8258	0.9570
0.0248	82.0	8692	0.2200	0.8289	0.9130	0.8690	69	0.6212	0.7069	0.6613	58	0.8589	0.9211	0.8889	152	0.7143	0.8333	0.7692	30	0.6410	0.8621	0.7353	29	0.7757	0.8698	0.8201	0.9542
0.026	83.0	8798	0.2053	0.8533	0.9275	0.8889	69	0.6452	0.6897	0.6667	58	0.875	0.9211	0.8974	152	0.7143	0.8333	0.7692	30	0.8125	0.8966	0.8525	29	0.8104	0.8728	0.8405	0.9590
0.0267	84.0	8904	0.2085	0.8312	0.9275	0.8767	69	0.6462	0.7241	0.6829	58	0.8704	0.9276	0.8981	152	0.7143	0.8333	0.7692	30	0.7222	0.8966	0.8000	29	0.7947	0.8817	0.8359	0.9585
0.0256	85.0	9010	0.2123	0.8312	0.9275	0.8767	69	0.6364	0.7241	0.6774	58	0.8642	0.9211	0.8917	152	0.7222	0.8667	0.7879	30	0.7222	0.8966	0.8000	29	0.7905	0.8817	0.8336	0.9583
0.0258	86.0	9116	0.2085	0.8312	0.9275	0.8767	69	0.6774	0.7241	0.7	58	0.8696	0.9211	0.8946	152	0.6944	0.8333	0.7576	30	0.6944	0.8621	0.7692	29	0.7957	0.8757	0.8338	0.9572
0.0278	87.0	9222	0.2144	0.8312	0.9275	0.8767	69	0.6471	0.7586	0.6984	58	0.8696	0.9211	0.8946	152	0.6857	0.8	0.7385	30	0.6757	0.8621	0.7576	29	0.7857	0.8787	0.8296	0.9583
0.0266	88.0	9328	0.2117	0.8312	0.9275	0.8767	69	0.6269	0.7241	0.672	58	0.8696	0.9211	0.8946	152	0.6857	0.8	0.7385	30	0.7647	0.8966	0.8254	29	0.7914	0.8757	0.8315	0.9585
0.0277	89.0	9434	0.2165	0.8421	0.9275	0.8828	69	0.6364	0.7241	0.6774	58	0.8642	0.9211	0.8917	152	0.7027	0.8667	0.7761	30	0.7222	0.8966	0.8000	29	0.7905	0.8817	0.8336	0.9575
0.0263	90.0	9540	0.2157	0.8312	0.9275	0.8767	69	0.6515	0.7414	0.6935	58	0.8589	0.9211	0.8889	152	0.6757	0.8333	0.7463	30	0.6944	0.8621	0.7692	29	0.7836	0.8787	0.8285	0.9572
0.0249	91.0	9646	0.2155	0.8312	0.9275	0.8767	69	0.6308	0.7069	0.6667	58	0.8642	0.9211	0.8917	152	0.7429	0.8667	0.8	30	0.7429	0.8966	0.8125	29	0.7941	0.8787	0.8343	0.9575
0.026	92.0	9752	0.2157	0.8289	0.9130	0.8690	69	0.6418	0.7414	0.688	58	0.8696	0.9211	0.8946	152	0.6944	0.8333	0.7576	30	0.7647	0.8966	0.8254	29	0.7941	0.8787	0.8343	0.9580
0.0246	93.0	9858	0.2178	0.8182	0.9130	0.8630	69	0.6515	0.7414	0.6935	58	0.8696	0.9211	0.8946	152	0.6757	0.8333	0.7463	30	0.7429	0.8966	0.8125	29	0.7899	0.8787	0.8319	0.9575
0.0228	94.0	9964	0.2139	0.8182	0.9130	0.8630	69	0.6056	0.7414	0.6667	58	0.8696	0.9211	0.8946	152	0.7222	0.8667	0.7879	30	0.7429	0.8966	0.8125	29	0.7842	0.8817	0.8301	0.9577
0.0239	95.0	10070	0.2172	0.8182	0.9130	0.8630	69	0.6418	0.7414	0.688	58	0.8696	0.9211	0.8946	152	0.7222	0.8667	0.7879	30	0.7647	0.8966	0.8254	29	0.7947	0.8817	0.8359	0.9580
0.0246	96.0	10176	0.2160	0.8421	0.9275	0.8828	69	0.6232	0.7414	0.6772	58	0.8696	0.9211	0.8946	152	0.7027	0.8667	0.7761	30	0.7429	0.8966	0.8125	29	0.7910	0.8846	0.8352	0.9585
0.0263	97.0	10282	0.2144	0.8533	0.9275	0.8889	69	0.6462	0.7241	0.6829	58	0.8696	0.9211	0.8946	152	0.7143	0.8333	0.7692	30	0.7647	0.8966	0.8254	29	0.8027	0.8787	0.8390	0.9585
0.0243	98.0	10388	0.2148	0.84	0.9130	0.8750	69	0.6418	0.7414	0.688	58	0.8696	0.9211	0.8946	152	0.7222	0.8667	0.7879	30	0.7429	0.8966	0.8125	29	0.7968	0.8817	0.8371	0.9583
0.0232	99.0	10494	0.2144	0.84	0.9130	0.8750	69	0.6515	0.7414	0.6935	58	0.8696	0.9211	0.8946	152	0.7222	0.8667	0.7879	30	0.7429	0.8966	0.8125	29	0.7989	0.8817	0.8383	0.9580
0.0224	100.0	10600	0.2147	0.84	0.9130	0.8750	69	0.6515	0.7414	0.6935	58	0.8696	0.9211	0.8946	152	0.7222	0.8667	0.7879	30	0.7429	0.8966	0.8125	29	0.7989	0.8817	0.8383	0.9580

Framework versions

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