nerugm-pt-pl30-0

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: 0.2037
• Location Precision: 0.7654
• Location Recall: 0.8986
• Location F1: 0.8267
• Location Number: 69
• Organization Precision: 0.6061
• Organization Recall: 0.6897
• Organization F1: 0.6452
• Organization Number: 58
• Person Precision: 0.8827
• Person Recall: 0.9408
• Person F1: 0.9108
• Person Number: 152
• Quantity Precision: 0.7143
• Quantity Recall: 0.8333
• Quantity F1: 0.7692
• Quantity Number: 30
• Time Precision: 0.7879
• Time Recall: 0.8966
• Time F1: 0.8387
• Time Number: 29
• Overall Precision: 0.7851
• Overall Recall: 0.8757
• Overall F1: 0.8280
• Overall Accuracy: 0.9608

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
0.9682	1.0	106	0.5567	0.0	0.0	0.0	69	0.0	0.0	0.0	58	0.3	0.0592	0.0989	152	0.0	0.0	0.0	30	0.5	0.0345	0.0645	29	0.2326	0.0296	0.0525	0.8446
0.4758	2.0	212	0.3124	0.4242	0.2029	0.2745	69	0.1538	0.0690	0.0952	58	0.5767	0.8158	0.6757	152	0.1818	0.1333	0.1538	30	0.7333	0.7586	0.7458	29	0.5153	0.4970	0.5060	0.9060
0.2847	3.0	318	0.2082	0.6129	0.8261	0.7037	69	0.4444	0.6897	0.5405	58	0.7657	0.8816	0.8196	152	0.5	0.7667	0.6053	30	0.6389	0.7931	0.7077	29	0.6295	0.8195	0.7121	0.9293
0.2002	4.0	424	0.1901	0.7126	0.8986	0.7949	69	0.5366	0.7586	0.6286	58	0.7809	0.9145	0.8424	152	0.5435	0.8333	0.6579	30	0.5349	0.7931	0.6389	29	0.6720	0.8669	0.7571	0.9375
0.1696	5.0	530	0.1391	0.7671	0.8116	0.7887	69	0.5974	0.7931	0.6815	58	0.8129	0.9145	0.8607	152	0.7027	0.8667	0.7761	30	0.8966	0.8966	0.8966	29	0.7571	0.8669	0.8083	0.9557
0.149	6.0	636	0.1434	0.7209	0.8986	0.8000	69	0.6622	0.8448	0.7424	58	0.8129	0.9145	0.8607	152	0.6410	0.8333	0.7246	30	0.7105	0.9310	0.8060	29	0.7402	0.8935	0.8097	0.9547
0.1391	7.0	742	0.1315	0.7176	0.8841	0.7922	69	0.6164	0.7759	0.6870	58	0.8415	0.9079	0.8734	152	0.6098	0.8333	0.7042	30	0.8125	0.8966	0.8525	29	0.7468	0.8728	0.8049	0.9572
0.1321	8.0	848	0.1376	0.7922	0.8841	0.8356	69	0.6575	0.8276	0.7328	58	0.8354	0.9013	0.8671	152	0.6842	0.8667	0.7647	30	0.6486	0.8276	0.7273	29	0.7609	0.8757	0.8143	0.9567
0.1257	9.0	954	0.1300	0.8	0.8696	0.8333	69	0.6232	0.7414	0.6772	58	0.8263	0.9079	0.8652	152	0.7027	0.8667	0.7761	30	0.8065	0.8621	0.8333	29	0.7704	0.8639	0.8145	0.9583
0.1174	10.0	1060	0.1320	0.7949	0.8986	0.8435	69	0.6615	0.7414	0.6992	58	0.8415	0.9079	0.8734	152	0.6316	0.8	0.7059	30	0.8065	0.8621	0.8333	29	0.7766	0.8639	0.8179	0.9580
0.1136	11.0	1166	0.1430	0.7625	0.8841	0.8188	69	0.6721	0.7069	0.6891	58	0.8562	0.9013	0.8782	152	0.4706	0.8	0.5926	30	0.6486	0.8276	0.7273	29	0.7378	0.8491	0.7895	0.9511
0.1095	12.0	1272	0.1412	0.7778	0.9130	0.84	69	0.5932	0.6034	0.5983	58	0.8443	0.9276	0.8840	152	0.6667	0.8667	0.7536	30	0.7879	0.8966	0.8387	29	0.7678	0.8609	0.8117	0.9565
0.1029	13.0	1378	0.1232	0.7975	0.9130	0.8514	69	0.6232	0.7414	0.6772	58	0.8405	0.9013	0.8698	152	0.7222	0.8667	0.7879	30	0.8387	0.8966	0.8667	29	0.7804	0.8728	0.8240	0.9621
0.1019	14.0	1484	0.1455	0.7683	0.9130	0.8344	69	0.6557	0.6897	0.6723	58	0.8303	0.9013	0.8644	152	0.6579	0.8333	0.7353	30	0.6486	0.8276	0.7273	29	0.7546	0.8550	0.8017	0.9549
0.0962	15.0	1590	0.1366	0.7875	0.9130	0.8456	69	0.6557	0.6897	0.6723	58	0.8466	0.9079	0.8762	152	0.5714	0.8	0.6667	30	0.6857	0.8276	0.75	29	0.7585	0.8550	0.8039	0.9580
0.0937	16.0	1696	0.1344	0.7590	0.9130	0.8289	69	0.6866	0.7931	0.736	58	0.8812	0.9276	0.9038	152	0.7647	0.8667	0.8125	30	0.8387	0.8966	0.8667	29	0.8053	0.8935	0.8471	0.9621
0.0905	17.0	1802	0.1349	0.7778	0.9130	0.84	69	0.6667	0.8276	0.7385	58	0.8485	0.9211	0.8833	152	0.625	0.8333	0.7143	30	0.7353	0.8621	0.7937	29	0.7679	0.8905	0.8247	0.9601
0.0867	18.0	1908	0.1361	0.8052	0.8986	0.8493	69	0.6765	0.7931	0.7302	58	0.8494	0.9276	0.8868	152	0.6842	0.8667	0.7647	30	0.7273	0.8276	0.7742	29	0.7827	0.8846	0.8306	0.9611
0.0838	19.0	2014	0.1356	0.7895	0.8696	0.8276	69	0.6324	0.7414	0.6825	58	0.8528	0.9145	0.8825	152	0.625	0.8333	0.7143	30	0.8	0.8276	0.8136	29	0.7719	0.8609	0.8140	0.9595
0.0822	20.0	2120	0.1359	0.7949	0.8986	0.8435	69	0.6818	0.7759	0.7258	58	0.8773	0.9408	0.9079	152	0.7429	0.8667	0.8	30	0.7576	0.8621	0.8065	29	0.8027	0.8905	0.8443	0.9601
0.0803	21.0	2226	0.1525	0.775	0.8986	0.8322	69	0.6528	0.8103	0.7231	58	0.8712	0.9342	0.9016	152	0.6579	0.8333	0.7353	30	0.7143	0.8621	0.7813	29	0.7758	0.8905	0.8292	0.9562
0.0771	22.0	2332	0.1370	0.7778	0.9130	0.84	69	0.6364	0.8448	0.7259	58	0.8659	0.9342	0.8987	152	0.7576	0.8333	0.7937	30	0.7143	0.8621	0.7813	29	0.7795	0.8994	0.8352	0.9624
0.0771	23.0	2438	0.1276	0.8382	0.8261	0.8321	69	0.7077	0.7931	0.7480	58	0.8797	0.9145	0.8968	152	0.7647	0.8667	0.8125	30	0.8333	0.8621	0.8475	29	0.8254	0.8669	0.8456	0.9647
0.0733	24.0	2544	0.1364	0.7975	0.9130	0.8514	69	0.6667	0.8276	0.7385	58	0.8554	0.9342	0.8931	152	0.7879	0.8667	0.8254	30	0.7429	0.8966	0.8125	29	0.7922	0.9024	0.8437	0.9603
0.0717	25.0	2650	0.1408	0.7848	0.8986	0.8378	69	0.6486	0.8276	0.7273	58	0.8424	0.9145	0.8770	152	0.7222	0.8667	0.7879	30	0.7647	0.8966	0.8254	29	0.7758	0.8905	0.8292	0.9616
0.0694	26.0	2756	0.1324	0.8356	0.8841	0.8592	69	0.6812	0.8103	0.7402	58	0.8642	0.9211	0.8917	152	0.7879	0.8667	0.8254	30	0.8333	0.8621	0.8475	29	0.8147	0.8846	0.8482	0.9659
0.0647	27.0	2862	0.1521	0.7973	0.8551	0.8252	69	0.6622	0.8448	0.7424	58	0.8642	0.9211	0.8917	152	0.7222	0.8667	0.7879	30	0.6944	0.8621	0.7692	29	0.7827	0.8846	0.8306	0.9590
0.066	28.0	2968	0.1563	0.7561	0.8986	0.8212	69	0.6857	0.8276	0.75	58	0.8528	0.9145	0.8825	152	0.7429	0.8667	0.8	30	0.7059	0.8276	0.7619	29	0.7786	0.8846	0.8283	0.9590
0.0653	29.0	3074	0.1453	0.7975	0.9130	0.8514	69	0.6301	0.7931	0.7023	58	0.875	0.9211	0.8974	152	0.8125	0.8667	0.8387	30	0.7812	0.8621	0.8197	29	0.7979	0.8876	0.8403	0.9613
0.0607	30.0	3180	0.1479	0.7949	0.8986	0.8435	69	0.6716	0.7759	0.7200	58	0.8625	0.9079	0.8846	152	0.7647	0.8667	0.8125	30	0.7353	0.8621	0.7937	29	0.7936	0.8757	0.8326	0.9631
0.0625	31.0	3286	0.1542	0.8026	0.8841	0.8414	69	0.7015	0.8103	0.752	58	0.8598	0.9276	0.8924	152	0.7353	0.8333	0.7812	30	0.7812	0.8621	0.8197	29	0.8016	0.8846	0.8411	0.9611
0.0596	32.0	3392	0.1450	0.7722	0.8841	0.8243	69	0.6774	0.7241	0.7	58	0.8313	0.9079	0.8679	152	0.7143	0.8333	0.7692	30	0.7576	0.8621	0.8065	29	0.776	0.8609	0.8163	0.9606
0.0593	33.0	3498	0.1491	0.7722	0.8841	0.8243	69	0.6418	0.7414	0.688	58	0.8589	0.9211	0.8889	152	0.6944	0.8333	0.7576	30	0.7576	0.8621	0.8065	29	0.7778	0.8698	0.8212	0.9606
0.0565	34.0	3604	0.1596	0.7590	0.9130	0.8289	69	0.6620	0.8103	0.7287	58	0.8580	0.9145	0.8854	152	0.7576	0.8333	0.7937	30	0.7812	0.8621	0.8197	29	0.7848	0.8846	0.8317	0.9613
0.0545	35.0	3710	0.1433	0.8026	0.8841	0.8414	69	0.6912	0.8103	0.7460	58	0.8642	0.9211	0.8917	152	0.7812	0.8333	0.8065	30	0.8125	0.8966	0.8525	29	0.8081	0.8846	0.8446	0.9659
0.0542	36.0	3816	0.1481	0.8133	0.8841	0.8472	69	0.6765	0.7931	0.7302	58	0.8571	0.9079	0.8818	152	0.7879	0.8667	0.8254	30	0.8333	0.8621	0.8475	29	0.8065	0.8757	0.8397	0.9626
0.0529	37.0	3922	0.1535	0.7778	0.9130	0.84	69	0.6333	0.6552	0.6441	58	0.8704	0.9276	0.8981	152	0.7143	0.8333	0.7692	30	0.7576	0.8621	0.8065	29	0.7871	0.8639	0.8237	0.9608
0.0515	38.0	4028	0.1607	0.7875	0.9130	0.8456	69	0.6812	0.8103	0.7402	58	0.8650	0.9276	0.8952	152	0.7576	0.8333	0.7937	30	0.8065	0.8621	0.8333	29	0.8005	0.8905	0.8431	0.9644
0.0518	39.0	4134	0.1616	0.7778	0.9130	0.84	69	0.6522	0.7759	0.7087	58	0.8704	0.9276	0.8981	152	0.6944	0.8333	0.7576	30	0.8065	0.8621	0.8333	29	0.7889	0.8846	0.8340	0.9603
0.0506	40.0	4240	0.1639	0.7722	0.8841	0.8243	69	0.6935	0.7414	0.7167	58	0.8820	0.9342	0.9073	152	0.7143	0.8333	0.7692	30	0.7143	0.8621	0.7813	29	0.7957	0.8757	0.8338	0.9611
0.0494	41.0	4346	0.1569	0.7821	0.8841	0.8299	69	0.6567	0.7586	0.7040	58	0.8696	0.9211	0.8946	152	0.7353	0.8333	0.7812	30	0.8333	0.8621	0.8475	29	0.7973	0.8728	0.8333	0.9624
0.0461	42.0	4452	0.1645	0.7848	0.8986	0.8378	69	0.6667	0.7931	0.7244	58	0.8820	0.9342	0.9073	152	0.7143	0.8333	0.7692	30	0.7576	0.8621	0.8065	29	0.7958	0.8876	0.8392	0.9606
0.0482	43.0	4558	0.1589	0.8026	0.8841	0.8414	69	0.6885	0.7241	0.7059	58	0.8580	0.9145	0.8854	152	0.6857	0.8	0.7385	30	0.8571	0.8276	0.8421	29	0.8011	0.8580	0.8286	0.9613
0.0457	44.0	4664	0.1629	0.8158	0.8986	0.8552	69	0.6719	0.7414	0.7049	58	0.8704	0.9276	0.8981	152	0.6667	0.8	0.7273	30	0.8333	0.8621	0.8475	29	0.8016	0.8728	0.8357	0.9629
0.0457	45.0	4770	0.1739	0.7848	0.8986	0.8378	69	0.6567	0.7586	0.7040	58	0.8545	0.9276	0.8896	152	0.6154	0.8	0.6957	30	0.7353	0.8621	0.7937	29	0.7708	0.8757	0.8199	0.9590
0.0433	46.0	4876	0.1698	0.7975	0.9130	0.8514	69	0.6885	0.7241	0.7059	58	0.8589	0.9211	0.8889	152	0.7353	0.8333	0.7812	30	0.7353	0.8621	0.7937	29	0.7951	0.8728	0.8322	0.9616
0.0432	47.0	4982	0.1655	0.8077	0.9130	0.8571	69	0.6825	0.7414	0.7107	58	0.8805	0.9211	0.9003	152	0.7576	0.8333	0.7937	30	0.7576	0.8621	0.8065	29	0.8087	0.8757	0.8409	0.9647
0.042	48.0	5088	0.1740	0.775	0.8986	0.8322	69	0.625	0.7759	0.6923	58	0.8696	0.9211	0.8946	152	0.6486	0.8	0.7164	30	0.7576	0.8621	0.8065	29	0.7728	0.8757	0.8211	0.9606
0.0416	49.0	5194	0.1721	0.775	0.8986	0.8322	69	0.6364	0.7241	0.6774	58	0.8688	0.9145	0.8910	152	0.6857	0.8	0.7385	30	0.7879	0.8966	0.8387	29	0.7834	0.8669	0.8230	0.9606
0.0395	50.0	5300	0.1733	0.775	0.8986	0.8322	69	0.6441	0.6552	0.6496	58	0.8696	0.9211	0.8946	152	0.7576	0.8333	0.7937	30	0.7576	0.8621	0.8065	29	0.7923	0.8580	0.8239	0.9606
0.0383	51.0	5406	0.1705	0.7895	0.8696	0.8276	69	0.6286	0.7586	0.6875	58	0.8812	0.9276	0.9038	152	0.6944	0.8333	0.7576	30	0.7742	0.8276	0.8000	29	0.7882	0.8698	0.8270	0.9606
0.0388	52.0	5512	0.1716	0.8133	0.8841	0.8472	69	0.6286	0.7586	0.6875	58	0.8634	0.9145	0.8882	152	0.7879	0.8667	0.8254	30	0.7812	0.8621	0.8197	29	0.7951	0.8728	0.8322	0.9618
0.0354	53.0	5618	0.1815	0.7949	0.8986	0.8435	69	0.64	0.8276	0.7218	58	0.8704	0.9276	0.8981	152	0.7576	0.8333	0.7937	30	0.7576	0.8621	0.8065	29	0.7900	0.8905	0.8373	0.9636
0.0379	54.0	5724	0.1769	0.7778	0.9130	0.84	69	0.6406	0.7069	0.6721	58	0.8650	0.9276	0.8952	152	0.8125	0.8667	0.8387	30	0.7353	0.8621	0.7937	29	0.7914	0.8757	0.8315	0.9624
0.0381	55.0	5830	0.1872	0.7711	0.9275	0.8421	69	0.6176	0.7241	0.6667	58	0.8650	0.9276	0.8952	152	0.6486	0.8	0.7164	30	0.7353	0.8621	0.7937	29	0.7688	0.8757	0.8188	0.9575
0.0382	56.0	5936	0.1694	0.7821	0.8841	0.8299	69	0.65	0.6724	0.6610	58	0.8812	0.9276	0.9038	152	0.7576	0.8333	0.7937	30	0.7812	0.8621	0.8197	29	0.8017	0.8609	0.8302	0.9626
0.0362	57.0	6042	0.1716	0.7848	0.8986	0.8378	69	0.6154	0.6897	0.6504	58	0.8994	0.9408	0.9196	152	0.7059	0.8	0.7500	30	0.7879	0.8966	0.8387	29	0.7973	0.8728	0.8333	0.9624
0.0379	58.0	6148	0.1841	0.7821	0.8841	0.8299	69	0.6111	0.7586	0.6769	58	0.8889	0.9474	0.9172	152	0.6486	0.8	0.7164	30	0.7576	0.8621	0.8065	29	0.7801	0.8817	0.8278	0.9598
0.0355	59.0	6254	0.1836	0.7949	0.8986	0.8435	69	0.6462	0.7241	0.6829	58	0.8875	0.9342	0.9103	152	0.6667	0.8	0.7273	30	0.7576	0.8621	0.8065	29	0.7930	0.8728	0.8310	0.9601
0.0353	60.0	6360	0.1820	0.7975	0.9130	0.8514	69	0.5846	0.6552	0.6179	58	0.8882	0.9408	0.9137	152	0.7353	0.8333	0.7812	30	0.7879	0.8966	0.8387	29	0.7930	0.8728	0.8310	0.9608
0.0327	61.0	6466	0.1805	0.7821	0.8841	0.8299	69	0.6316	0.6207	0.6261	58	0.8805	0.9211	0.9003	152	0.6667	0.8	0.7273	30	0.7576	0.8621	0.8065	29	0.7879	0.8462	0.8160	0.9570
0.031	62.0	6572	0.1866	0.7922	0.8841	0.8356	69	0.6	0.6207	0.6102	58	0.8712	0.9342	0.9016	152	0.7576	0.8333	0.7937	30	0.7879	0.8966	0.8387	29	0.7923	0.8580	0.8239	0.9613
0.0331	63.0	6678	0.1862	0.7848	0.8986	0.8378	69	0.6271	0.6379	0.6325	58	0.8812	0.9276	0.9038	152	0.6944	0.8333	0.7576	30	0.8125	0.8966	0.8525	29	0.7951	0.8609	0.8267	0.9603
0.0321	64.0	6784	0.1944	0.8052	0.8986	0.8493	69	0.64	0.8276	0.7218	58	0.8765	0.9342	0.9045	152	0.7143	0.8333	0.7692	30	0.7879	0.8966	0.8387	29	0.7932	0.8964	0.8417	0.9626
0.0316	65.0	6890	0.1862	0.7848	0.8986	0.8378	69	0.6615	0.7414	0.6992	58	0.8758	0.9276	0.9010	152	0.7353	0.8333	0.7812	30	0.7879	0.8966	0.8387	29	0.7984	0.8787	0.8366	0.9626
0.0312	66.0	6996	0.1858	0.7848	0.8986	0.8378	69	0.6	0.6207	0.6102	58	0.8820	0.9342	0.9073	152	0.7143	0.8333	0.7692	30	0.7879	0.8966	0.8387	29	0.7908	0.8609	0.8244	0.9593
0.031	67.0	7102	0.1981	0.7805	0.9275	0.8477	69	0.6528	0.8103	0.7231	58	0.8712	0.9342	0.9016	152	0.7353	0.8333	0.7812	30	0.75	0.8276	0.7869	29	0.7885	0.8935	0.8377	0.9624
0.0311	68.0	7208	0.2030	0.775	0.8986	0.8322	69	0.6351	0.8103	0.7121	58	0.8712	0.9342	0.9016	152	0.6667	0.8	0.7273	30	0.7353	0.8621	0.7937	29	0.7752	0.8876	0.8276	0.9611
0.029	69.0	7314	0.1953	0.7875	0.9130	0.8456	69	0.6765	0.7931	0.7302	58	0.8765	0.9342	0.9045	152	0.6667	0.8	0.7273	30	0.7879	0.8966	0.8387	29	0.7942	0.8905	0.8396	0.9634
0.0334	70.0	7420	0.1922	0.7875	0.9130	0.8456	69	0.6406	0.7069	0.6721	58	0.8659	0.9342	0.8987	152	0.6667	0.8	0.7273	30	0.7879	0.8966	0.8387	29	0.7851	0.8757	0.8280	0.9606
0.0311	71.0	7526	0.1885	0.775	0.8986	0.8322	69	0.7077	0.7931	0.7480	58	0.8765	0.9342	0.9045	152	0.7143	0.8333	0.7692	30	0.8387	0.8966	0.8667	29	0.8070	0.8905	0.8467	0.9626
0.0296	72.0	7632	0.1922	0.775	0.8986	0.8322	69	0.7097	0.7586	0.7333	58	0.8938	0.9408	0.9167	152	0.6944	0.8333	0.7576	30	0.7647	0.8966	0.8254	29	0.8065	0.8876	0.8451	0.9624
0.0296	73.0	7738	0.1893	0.7848	0.8986	0.8378	69	0.6618	0.7759	0.7143	58	0.8820	0.9342	0.9073	152	0.6944	0.8333	0.7576	30	0.7647	0.8966	0.8254	29	0.7937	0.8876	0.8380	0.9639
0.0298	74.0	7844	0.1919	0.7875	0.9130	0.8456	69	0.6406	0.7069	0.6721	58	0.8820	0.9342	0.9073	152	0.7143	0.8333	0.7692	30	0.7353	0.8621	0.7937	29	0.7914	0.8757	0.8315	0.9613
0.0281	75.0	7950	0.2004	0.7778	0.9130	0.84	69	0.6522	0.7759	0.7087	58	0.8765	0.9342	0.9045	152	0.6316	0.8	0.7059	30	0.7576	0.8621	0.8065	29	0.7807	0.8846	0.8294	0.9611
0.0284	76.0	8056	0.1910	0.7875	0.9130	0.8456	69	0.5970	0.6897	0.64	58	0.8712	0.9342	0.9016	152	0.6667	0.8	0.7273	30	0.7576	0.8621	0.8065	29	0.7757	0.8698	0.8201	0.9603
0.0263	77.0	8162	0.2013	0.7975	0.9130	0.8514	69	0.6615	0.7414	0.6992	58	0.8938	0.9408	0.9167	152	0.6667	0.8	0.7273	30	0.75	0.8276	0.7869	29	0.7984	0.8787	0.8366	0.9624
0.0267	78.0	8268	0.1909	0.7975	0.9130	0.8514	69	0.6212	0.7069	0.6613	58	0.8820	0.9342	0.9073	152	0.7353	0.8333	0.7812	30	0.75	0.8276	0.7869	29	0.7930	0.8728	0.8310	0.9626
0.025	79.0	8374	0.1996	0.7975	0.9130	0.8514	69	0.6393	0.6724	0.6555	58	0.8712	0.9342	0.9016	152	0.7143	0.8333	0.7692	30	0.8333	0.8621	0.8475	29	0.7989	0.8698	0.8329	0.9611
0.0243	80.0	8480	0.1983	0.775	0.8986	0.8322	69	0.5932	0.6034	0.5983	58	0.8659	0.9342	0.8987	152	0.7353	0.8333	0.7812	30	0.8125	0.8966	0.8525	29	0.7859	0.8580	0.8204	0.9611
0.0257	81.0	8586	0.2053	0.7683	0.9130	0.8344	69	0.6094	0.6724	0.6393	58	0.8554	0.9342	0.8931	152	0.7143	0.8333	0.7692	30	0.7576	0.8621	0.8065	29	0.7737	0.8698	0.8189	0.9601
0.0246	82.0	8692	0.2020	0.7654	0.8986	0.8267	69	0.6094	0.6724	0.6393	58	0.8827	0.9408	0.9108	152	0.7353	0.8333	0.7812	30	0.7576	0.8621	0.8065	29	0.7861	0.8698	0.8258	0.9613
0.0246	83.0	8798	0.2009	0.7561	0.8986	0.8212	69	0.6462	0.7241	0.6829	58	0.8820	0.9342	0.9073	152	0.7143	0.8333	0.7692	30	0.7576	0.8621	0.8065	29	0.7872	0.8757	0.8291	0.9613
0.0263	84.0	8904	0.1989	0.7654	0.8986	0.8267	69	0.6613	0.7069	0.6833	58	0.8712	0.9342	0.9016	152	0.7143	0.8333	0.7692	30	0.7879	0.8966	0.8387	29	0.7914	0.8757	0.8315	0.9606
0.0243	85.0	9010	0.1950	0.775	0.8986	0.8322	69	0.5938	0.6552	0.6230	58	0.8659	0.9342	0.8987	152	0.7353	0.8333	0.7812	30	0.8065	0.8621	0.8333	29	0.7828	0.8639	0.8214	0.9606
0.024	86.0	9116	0.2001	0.7654	0.8986	0.8267	69	0.6462	0.7241	0.6829	58	0.8712	0.9342	0.9016	152	0.6667	0.8	0.7273	30	0.8387	0.8966	0.8667	29	0.7872	0.8757	0.8291	0.9608
0.0229	87.0	9222	0.2006	0.775	0.8986	0.8322	69	0.6471	0.7586	0.6984	58	0.8712	0.9342	0.9016	152	0.6667	0.8	0.7273	30	0.8125	0.8966	0.8525	29	0.7863	0.8817	0.8312	0.9616
0.0239	88.0	9328	0.1984	0.7654	0.8986	0.8267	69	0.5909	0.6724	0.6290	58	0.8827	0.9408	0.9108	152	0.7059	0.8	0.7500	30	0.7879	0.8966	0.8387	29	0.7819	0.8698	0.8235	0.9618
0.0255	89.0	9434	0.1985	0.7875	0.9130	0.8456	69	0.6393	0.6724	0.6555	58	0.8773	0.9408	0.9079	152	0.6944	0.8333	0.7576	30	0.8387	0.8966	0.8667	29	0.7978	0.8757	0.8350	0.9608
0.0231	90.0	9540	0.1981	0.7875	0.9130	0.8456	69	0.5882	0.6897	0.6349	58	0.8827	0.9408	0.9108	152	0.6667	0.8	0.7273	30	0.8387	0.8966	0.8667	29	0.7851	0.8757	0.8280	0.9613
0.0241	91.0	9646	0.1952	0.7654	0.8986	0.8267	69	0.6364	0.7241	0.6774	58	0.8820	0.9342	0.9073	152	0.7353	0.8333	0.7812	30	0.8125	0.8966	0.8525	29	0.7941	0.8787	0.8343	0.9626
0.0234	92.0	9752	0.2023	0.775	0.8986	0.8322	69	0.5970	0.6897	0.64	58	0.8827	0.9408	0.9108	152	0.6667	0.8	0.7273	30	0.8125	0.8966	0.8525	29	0.7825	0.8728	0.8252	0.9601
0.0253	93.0	9858	0.2009	0.775	0.8986	0.8322	69	0.6061	0.6897	0.6452	58	0.8827	0.9408	0.9108	152	0.6857	0.8	0.7385	30	0.7879	0.8966	0.8387	29	0.7846	0.8728	0.8263	0.9608
0.022	94.0	9964	0.2029	0.7875	0.9130	0.8456	69	0.6232	0.7414	0.6772	58	0.8827	0.9408	0.9108	152	0.6667	0.8	0.7273	30	0.7879	0.8966	0.8387	29	0.7868	0.8846	0.8329	0.9613
0.0235	95.0	10070	0.2010	0.7875	0.9130	0.8456	69	0.6	0.6724	0.6341	58	0.8765	0.9342	0.9045	152	0.7143	0.8333	0.7692	30	0.7879	0.8966	0.8387	29	0.7867	0.8728	0.8275	0.9608
0.0216	96.0	10176	0.2017	0.7778	0.9130	0.84	69	0.5821	0.6724	0.624	58	0.8827	0.9408	0.9108	152	0.7143	0.8333	0.7692	30	0.7879	0.8966	0.8387	29	0.7831	0.8757	0.8268	0.9603
0.024	97.0	10282	0.2033	0.7654	0.8986	0.8267	69	0.5909	0.6724	0.6290	58	0.8827	0.9408	0.9108	152	0.7143	0.8333	0.7692	30	0.7879	0.8966	0.8387	29	0.7825	0.8728	0.8252	0.9606
0.0234	98.0	10388	0.2041	0.7654	0.8986	0.8267	69	0.6061	0.6897	0.6452	58	0.8773	0.9408	0.9079	152	0.7143	0.8333	0.7692	30	0.7879	0.8966	0.8387	29	0.7831	0.8757	0.8268	0.9603
0.0216	99.0	10494	0.2038	0.7654	0.8986	0.8267	69	0.6061	0.6897	0.6452	58	0.8827	0.9408	0.9108	152	0.7143	0.8333	0.7692	30	0.7879	0.8966	0.8387	29	0.7851	0.8757	0.8280	0.9608
0.0221	100.0	10600	0.2037	0.7654	0.8986	0.8267	69	0.6061	0.6897	0.6452	58	0.8827	0.9408	0.9108	152	0.7143	0.8333	0.7692	30	0.7879	0.8966	0.8387	29	0.7851	0.8757	0.8280	0.9608

Framework versions

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