nerugm-pt-pl10-4

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: 0.1823
• Location Precision: 0.8442
• Location Recall: 0.8904
• Location F1: 0.8667
• Location Number: 73
• Organization Precision: 0.6786
• Organization Recall: 0.8769
• Organization F1: 0.7651
• Organization Number: 65
• Person Precision: 0.8742
• Person Recall: 0.9267
• Person F1: 0.8997
• Person Number: 150
• Quantity Precision: 0.6316
• Quantity Recall: 0.8276
• Quantity F1: 0.7164
• Quantity Number: 29
• Time Precision: 0.7838
• Time Recall: 0.8529
• Time F1: 0.8169
• Time Number: 34
• Overall Precision: 0.7949
• Overall Recall: 0.8946
• Overall F1: 0.8418
• Overall Accuracy: 0.9626

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
0.9704	1.0	106	0.5637	0.0	0.0	0.0	73	0.0	0.0	0.0	65	0.25	0.0733	0.1134	150	0.0	0.0	0.0	29	0.0	0.0	0.0	34	0.1746	0.0313	0.0531	0.8440
0.4856	2.0	212	0.3351	0.4211	0.1096	0.1739	73	0.1071	0.0923	0.0992	65	0.6203	0.7733	0.6884	150	0.0870	0.0690	0.0769	29	0.525	0.6176	0.5676	34	0.4708	0.4359	0.4527	0.8976
0.2946	3.0	318	0.2044	0.5050	0.6986	0.5862	73	0.3731	0.3846	0.3788	65	0.7791	0.8933	0.8323	150	0.4103	0.5517	0.4706	29	0.7838	0.8529	0.8169	34	0.6130	0.7265	0.6649	0.9301
0.2098	4.0	424	0.1748	0.6237	0.7945	0.6988	73	0.5149	0.8	0.6265	65	0.8070	0.92	0.8598	150	0.4286	0.6207	0.5070	29	0.8824	0.8824	0.8824	34	0.6712	0.8433	0.7475	0.9404
0.177	5.0	530	0.1551	0.7093	0.8356	0.7673	73	0.5051	0.7692	0.6098	65	0.8221	0.8933	0.8562	150	0.6216	0.7931	0.6970	29	0.6744	0.8529	0.7532	34	0.6939	0.8462	0.7625	0.9493
0.1591	6.0	636	0.1818	0.6354	0.8356	0.7219	73	0.5392	0.8462	0.6587	65	0.8528	0.9267	0.8882	150	0.4706	0.8276	0.6	29	0.5918	0.8529	0.6988	34	0.6681	0.8775	0.7586	0.9385
0.147	7.0	742	0.1428	0.6383	0.8219	0.7186	73	0.5802	0.7231	0.6438	65	0.8553	0.9067	0.8803	150	0.6486	0.8276	0.7273	29	0.7838	0.8529	0.8169	34	0.7255	0.8433	0.7800	0.9532
0.138	8.0	848	0.1377	0.6897	0.8219	0.75	73	0.5854	0.7385	0.6531	65	0.8580	0.9267	0.8910	150	0.6486	0.8276	0.7273	29	0.7632	0.8529	0.8056	34	0.7389	0.8547	0.7926	0.9540
0.1304	9.0	954	0.1351	0.7317	0.8219	0.7742	73	0.5568	0.7538	0.6405	65	0.8616	0.9133	0.8867	150	0.6316	0.8276	0.7164	29	0.7895	0.8824	0.8333	34	0.7407	0.8547	0.7937	0.9550
0.1262	10.0	1060	0.1349	0.7439	0.8356	0.7871	73	0.5735	0.6	0.5865	65	0.85	0.9067	0.8774	150	0.6216	0.7931	0.6970	29	0.8611	0.9118	0.8857	34	0.7572	0.8262	0.7902	0.9555
0.1167	11.0	1166	0.1450	0.7059	0.8219	0.7595	73	0.6024	0.7692	0.6757	65	0.8679	0.92	0.8932	150	0.6	0.8276	0.6957	29	0.6977	0.8824	0.7792	34	0.7366	0.8604	0.7937	0.9550
0.1104	12.0	1272	0.1446	0.6556	0.8082	0.7239	73	0.6098	0.7692	0.6803	65	0.8679	0.92	0.8932	150	0.6316	0.8276	0.7164	29	0.75	0.8824	0.8108	34	0.7359	0.8575	0.7921	0.9537
0.1086	13.0	1378	0.1427	0.7024	0.8082	0.7516	73	0.5814	0.7692	0.6623	65	0.8797	0.9267	0.9026	150	0.6410	0.8621	0.7353	29	0.7692	0.8824	0.8219	34	0.7463	0.8632	0.8005	0.9555
0.1058	14.0	1484	0.1378	0.6932	0.8356	0.7578	73	0.6173	0.7692	0.6849	65	0.8616	0.9133	0.8867	150	0.6757	0.8621	0.7576	29	0.75	0.8824	0.8108	34	0.7481	0.8632	0.8016	0.9567
0.1016	15.0	1590	0.1370	0.6860	0.8082	0.7421	73	0.5833	0.7538	0.6577	65	0.8571	0.92	0.8875	150	0.6757	0.8621	0.7576	29	0.8108	0.8824	0.8451	34	0.7432	0.8575	0.7963	0.9555
0.0986	16.0	1696	0.1539	0.6854	0.8356	0.7531	73	0.65	0.8	0.7172	65	0.8571	0.92	0.8875	150	0.5208	0.8621	0.6494	29	0.7073	0.8529	0.7733	34	0.7279	0.8689	0.7922	0.9527
0.0939	17.0	1802	0.1347	0.7176	0.8356	0.7722	73	0.625	0.7692	0.6897	65	0.8625	0.92	0.8903	150	0.7222	0.8966	0.8000	29	0.7692	0.8824	0.8219	34	0.7625	0.8689	0.8123	0.9584
0.0915	18.0	1908	0.1373	0.7470	0.8493	0.7949	73	0.6024	0.7692	0.6757	65	0.8679	0.92	0.8932	150	0.6579	0.8621	0.7463	29	0.7436	0.8529	0.7945	34	0.7562	0.8661	0.8074	0.9577
0.0893	19.0	2014	0.1354	0.7654	0.8493	0.8052	73	0.625	0.7692	0.6897	65	0.8742	0.9267	0.8997	150	0.6579	0.8621	0.7463	29	0.6364	0.8235	0.7179	34	0.7562	0.8661	0.8074	0.9582
0.0836	20.0	2120	0.1413	0.7229	0.8219	0.7692	73	0.6341	0.8	0.7075	65	0.8562	0.9133	0.8839	150	0.6757	0.8621	0.7576	29	0.7895	0.8824	0.8333	34	0.76	0.8661	0.8096	0.9582
0.08	21.0	2226	0.1397	0.7143	0.8219	0.7643	73	0.6173	0.7692	0.6849	65	0.8854	0.9267	0.9055	150	0.6486	0.8276	0.7273	29	0.8286	0.8529	0.8406	34	0.7665	0.8604	0.8107	0.9584
0.0805	22.0	2332	0.1374	0.7625	0.8356	0.7974	73	0.6203	0.7538	0.6806	65	0.8910	0.9267	0.9085	150	0.6757	0.8621	0.7576	29	0.7895	0.8824	0.8333	34	0.7795	0.8661	0.8205	0.9606
0.0802	23.0	2438	0.1326	0.7439	0.8356	0.7871	73	0.6136	0.8308	0.7059	65	0.8625	0.92	0.8903	150	0.7353	0.8621	0.7937	29	0.8857	0.9118	0.8986	34	0.7744	0.8803	0.824	0.9609
0.0758	24.0	2544	0.1456	0.7059	0.8219	0.7595	73	0.6136	0.8308	0.7059	65	0.9026	0.9267	0.9145	150	0.6579	0.8621	0.7463	29	0.7143	0.8824	0.7895	34	0.7568	0.8775	0.8127	0.9572
0.0702	25.0	2650	0.1506	0.7439	0.8356	0.7871	73	0.5870	0.8308	0.6879	65	0.8734	0.92	0.8961	150	0.5854	0.8276	0.6857	29	0.8333	0.8824	0.8571	34	0.7506	0.8746	0.8079	0.9564
0.0718	26.0	2756	0.1452	0.775	0.8493	0.8105	73	0.6375	0.7846	0.7034	65	0.8903	0.92	0.9049	150	0.5714	0.8276	0.6761	29	0.7692	0.8824	0.8219	34	0.7702	0.8689	0.8166	0.9591
0.0724	27.0	2862	0.1523	0.7349	0.8356	0.7821	73	0.6429	0.8308	0.7248	65	0.8903	0.92	0.9049	150	0.5952	0.8621	0.7042	29	0.6905	0.8529	0.7632	34	0.7562	0.8746	0.8111	0.9557
0.0662	28.0	2968	0.1494	0.8077	0.8630	0.8344	73	0.6506	0.8308	0.7297	65	0.8734	0.92	0.8961	150	0.6757	0.8621	0.7576	29	0.6905	0.8529	0.7632	34	0.7764	0.8803	0.8251	0.9604
0.0661	29.0	3074	0.1376	0.7949	0.8493	0.8212	73	0.6512	0.8615	0.7417	65	0.8854	0.9267	0.9055	150	0.7059	0.8276	0.7619	29	0.7692	0.8824	0.8219	34	0.7893	0.8860	0.8349	0.9633
0.0671	30.0	3180	0.1365	0.8205	0.8767	0.8477	73	0.6857	0.7385	0.7111	65	0.8688	0.9267	0.8968	150	0.7353	0.8621	0.7937	29	0.7895	0.8824	0.8333	34	0.8053	0.8718	0.8372	0.9616
0.0627	31.0	3286	0.1381	0.8354	0.9041	0.8684	73	0.7037	0.8769	0.7808	65	0.8790	0.92	0.8990	150	0.6757	0.8621	0.7576	29	0.7895	0.8824	0.8333	34	0.8061	0.9003	0.8506	0.9655
0.0599	32.0	3392	0.1559	0.7654	0.8493	0.8052	73	0.5816	0.8769	0.6994	65	0.8491	0.9	0.8738	150	0.7143	0.8621	0.7813	29	0.7317	0.8824	0.8	34	0.7464	0.8803	0.8078	0.9559
0.0639	33.0	3498	0.1532	0.8182	0.8630	0.8400	73	0.5889	0.8154	0.6839	65	0.8354	0.9133	0.8726	150	0.6944	0.8621	0.7692	29	0.725	0.8529	0.7838	34	0.7543	0.8746	0.8100	0.9577
0.0611	34.0	3604	0.1448	0.8205	0.8767	0.8477	73	0.6471	0.8462	0.7333	65	0.8519	0.92	0.8846	150	0.6757	0.8621	0.7576	29	0.7895	0.8824	0.8333	34	0.78	0.8889	0.8309	0.9616
0.0601	35.0	3710	0.1562	0.7975	0.8630	0.8289	73	0.6222	0.8615	0.7226	65	0.8679	0.92	0.8932	150	0.625	0.8621	0.7246	29	0.725	0.8529	0.7838	34	0.7623	0.8860	0.8195	0.9559
0.061	36.0	3816	0.1532	0.8571	0.9041	0.88	73	0.6706	0.8769	0.76	65	0.8616	0.9133	0.8867	150	0.6579	0.8621	0.7463	29	0.6829	0.8235	0.7467	34	0.7825	0.8917	0.8336	0.9589
0.0575	37.0	3922	0.1557	0.7561	0.8493	0.8000	73	0.5938	0.8769	0.7081	65	0.8679	0.92	0.8932	150	0.6579	0.8621	0.7463	29	0.7073	0.8529	0.7733	34	0.7476	0.8860	0.8110	0.9562
0.0548	38.0	4028	0.1572	0.8228	0.8904	0.8553	73	0.6579	0.7692	0.7092	65	0.8797	0.9267	0.9026	150	0.5854	0.8276	0.6857	29	0.7073	0.8529	0.7733	34	0.7772	0.8746	0.8231	0.9577
0.0563	39.0	4134	0.1510	0.8205	0.8767	0.8477	73	0.6404	0.8769	0.7403	65	0.8854	0.9267	0.9055	150	0.7059	0.8276	0.7619	29	0.7436	0.8529	0.7945	34	0.7884	0.8917	0.8369	0.9609
0.0552	40.0	4240	0.1458	0.8	0.8767	0.8366	73	0.6222	0.8615	0.7226	65	0.8734	0.92	0.8961	150	0.7353	0.8621	0.7937	29	0.725	0.8529	0.7838	34	0.7761	0.8889	0.8287	0.9606
0.0551	41.0	4346	0.1444	0.8025	0.8904	0.8442	73	0.625	0.8462	0.7190	65	0.8625	0.92	0.8903	150	0.6944	0.8621	0.7692	29	0.7632	0.8529	0.8056	34	0.7742	0.8889	0.8276	0.9616
0.0518	42.0	4452	0.1678	0.7975	0.8630	0.8289	73	0.6591	0.8923	0.7582	65	0.8679	0.92	0.8932	150	0.5854	0.8276	0.6857	29	0.7692	0.8824	0.8219	34	0.7709	0.8917	0.8269	0.9584
0.0493	43.0	4558	0.1582	0.8077	0.8630	0.8344	73	0.6747	0.8615	0.7568	65	0.8790	0.92	0.8990	150	0.575	0.7931	0.6667	29	0.7949	0.9118	0.8493	34	0.7834	0.8860	0.8316	0.9619
0.0499	44.0	4664	0.1485	0.8493	0.8493	0.8493	73	0.6867	0.8769	0.7703	65	0.8968	0.9267	0.9115	150	0.7059	0.8276	0.7619	29	0.8286	0.8529	0.8406	34	0.8184	0.8860	0.8509	0.9641
0.0486	45.0	4770	0.1577	0.8289	0.8630	0.8456	73	0.6552	0.8769	0.75	65	0.8910	0.9267	0.9085	150	0.6	0.8276	0.6957	29	0.7436	0.8529	0.7945	34	0.7839	0.8889	0.8331	0.9609
0.0449	46.0	4876	0.1510	0.8228	0.8904	0.8553	73	0.6627	0.8462	0.7432	65	0.8896	0.9133	0.9013	150	0.6410	0.8621	0.7353	29	0.8108	0.8824	0.8451	34	0.7959	0.8889	0.8398	0.9633
0.0473	47.0	4982	0.1571	0.8125	0.8904	0.8497	73	0.6333	0.8769	0.7355	65	0.8797	0.9267	0.9026	150	0.6944	0.8621	0.7692	29	0.6905	0.8529	0.7632	34	0.7759	0.8974	0.8322	0.9619
0.0491	48.0	5088	0.1722	0.8125	0.8904	0.8497	73	0.6404	0.8769	0.7403	65	0.8625	0.92	0.8903	150	0.5682	0.8621	0.6849	29	0.7143	0.8824	0.7895	34	0.7590	0.8974	0.8225	0.9572
0.0471	49.0	5194	0.1649	0.8333	0.8904	0.8609	73	0.6744	0.8923	0.7682	65	0.8854	0.9267	0.9055	150	0.6410	0.8621	0.7353	29	0.75	0.8824	0.8108	34	0.7925	0.9031	0.8442	0.9623
0.0454	50.0	5300	0.1550	0.8101	0.8767	0.8421	73	0.6951	0.8769	0.7755	65	0.8742	0.9267	0.8997	150	0.7143	0.8621	0.7813	29	0.7436	0.8529	0.7945	34	0.7970	0.8946	0.8430	0.9646
0.0453	51.0	5406	0.1557	0.8101	0.8767	0.8421	73	0.7105	0.8308	0.7660	65	0.8797	0.9267	0.9026	150	0.6316	0.8276	0.7164	29	0.7436	0.8529	0.7945	34	0.7949	0.8832	0.8367	0.9638
0.0467	52.0	5512	0.1668	0.8421	0.8767	0.8591	73	0.6591	0.8923	0.7582	65	0.8968	0.9267	0.9115	150	0.5714	0.8276	0.6761	29	0.7436	0.8529	0.7945	34	0.785	0.8946	0.8362	0.9606
0.0415	53.0	5618	0.1649	0.8205	0.8767	0.8477	73	0.6477	0.8769	0.7451	65	0.8861	0.9333	0.9091	150	0.5714	0.8276	0.6761	29	0.7073	0.8529	0.7733	34	0.7715	0.8946	0.8285	0.9599
0.0428	54.0	5724	0.1656	0.8553	0.8904	0.8725	73	0.6517	0.8923	0.7532	65	0.8924	0.94	0.9156	150	0.6154	0.8276	0.7059	29	0.7838	0.8529	0.8169	34	0.7945	0.9031	0.8453	0.9619
0.042	55.0	5830	0.1677	0.825	0.9041	0.8627	73	0.6591	0.8923	0.7582	65	0.8854	0.9267	0.9055	150	0.625	0.8621	0.7246	29	0.8056	0.8529	0.8286	34	0.7905	0.9031	0.8431	0.9604
0.0412	56.0	5936	0.1510	0.8553	0.8904	0.8725	73	0.7125	0.8769	0.7862	65	0.8726	0.9133	0.8925	150	0.6667	0.8276	0.7385	29	0.8056	0.8529	0.8286	34	0.8104	0.8889	0.8478	0.9655
0.0409	57.0	6042	0.1590	0.8421	0.8767	0.8591	73	0.6923	0.8308	0.7552	65	0.8846	0.92	0.9020	150	0.7027	0.8966	0.7879	29	0.8333	0.8824	0.8571	34	0.8146	0.8889	0.8501	0.9653
0.0396	58.0	6148	0.1671	0.8077	0.8630	0.8344	73	0.7215	0.8769	0.7917	65	0.8742	0.9267	0.8997	150	0.6098	0.8621	0.7143	29	0.7632	0.8529	0.8056	34	0.7924	0.8917	0.8391	0.9621
0.0392	59.0	6254	0.1591	0.8333	0.8904	0.8609	73	0.7089	0.8615	0.7778	65	0.8718	0.9067	0.8889	150	0.6842	0.8966	0.7761	29	0.8056	0.8529	0.8286	34	0.8062	0.8889	0.8455	0.9646
0.0392	60.0	6360	0.1601	0.8333	0.8904	0.8609	73	0.6962	0.8462	0.7639	65	0.8854	0.9267	0.9055	150	0.6579	0.8621	0.7463	29	0.8056	0.8529	0.8286	34	0.8067	0.8917	0.8471	0.9641
0.0396	61.0	6466	0.1681	0.8312	0.8767	0.8533	73	0.6591	0.8923	0.7582	65	0.8861	0.9333	0.9091	150	0.625	0.8621	0.7246	29	0.7778	0.8235	0.8000	34	0.7895	0.8974	0.84	0.9621
0.0402	62.0	6572	0.1676	0.8077	0.8630	0.8344	73	0.6790	0.8462	0.7534	65	0.8917	0.9333	0.9121	150	0.6410	0.8621	0.7353	29	0.7778	0.8235	0.8000	34	0.7954	0.8860	0.8383	0.9621
0.0391	63.0	6678	0.1607	0.8025	0.8904	0.8442	73	0.6707	0.8462	0.7483	65	0.8625	0.92	0.8903	150	0.6944	0.8621	0.7692	29	0.8333	0.8824	0.8571	34	0.7924	0.8917	0.8391	0.9641
0.0378	64.0	6784	0.1592	0.8571	0.9041	0.88	73	0.6835	0.8308	0.75	65	0.8625	0.92	0.8903	150	0.6579	0.8621	0.7463	29	0.8286	0.8529	0.8406	34	0.8021	0.8889	0.8432	0.9631
0.0376	65.0	6890	0.1678	0.8125	0.8904	0.8497	73	0.6875	0.8462	0.7586	65	0.8797	0.9267	0.9026	150	0.625	0.8621	0.7246	29	0.7368	0.8235	0.7778	34	0.7879	0.8889	0.8353	0.9619
0.0369	66.0	6996	0.1692	0.8354	0.9041	0.8684	73	0.6477	0.8769	0.7451	65	0.8679	0.92	0.8932	150	0.6410	0.8621	0.7353	29	0.7838	0.8529	0.8169	34	0.7836	0.8974	0.8367	0.9606
0.0366	67.0	7102	0.1676	0.8125	0.8904	0.8497	73	0.7	0.8615	0.7724	65	0.8734	0.92	0.8961	150	0.625	0.8621	0.7246	29	0.8056	0.8529	0.8286	34	0.7944	0.8917	0.8403	0.9628
0.0353	68.0	7208	0.1710	0.8333	0.8904	0.8609	73	0.6129	0.8769	0.7215	65	0.8625	0.92	0.8903	150	0.625	0.8621	0.7246	29	0.7838	0.8529	0.8169	34	0.7696	0.8946	0.8274	0.9596
0.0342	69.0	7314	0.1653	0.8333	0.8904	0.8609	73	0.6512	0.8615	0.7417	65	0.8742	0.9267	0.8997	150	0.6757	0.8621	0.7576	29	0.8056	0.8529	0.8286	34	0.7929	0.8946	0.8407	0.9646
0.0339	70.0	7420	0.1682	0.825	0.9041	0.8627	73	0.6875	0.8462	0.7586	65	0.8742	0.9267	0.8997	150	0.6842	0.8966	0.7761	29	0.8056	0.8529	0.8286	34	0.8015	0.8974	0.8468	0.9641
0.0358	71.0	7526	0.1757	0.8442	0.8904	0.8667	73	0.6552	0.8769	0.75	65	0.8634	0.9267	0.8939	150	0.6	0.8276	0.6957	29	0.7778	0.8235	0.8000	34	0.7805	0.8917	0.8324	0.9616
0.0333	72.0	7632	0.1739	0.8442	0.8904	0.8667	73	0.6790	0.8462	0.7534	65	0.8734	0.92	0.8961	150	0.6486	0.8276	0.7273	29	0.8056	0.8529	0.8286	34	0.7995	0.8860	0.8405	0.9638
0.0346	73.0	7738	0.1735	0.8442	0.8904	0.8667	73	0.7089	0.8615	0.7778	65	0.8805	0.9333	0.9061	150	0.6857	0.8276	0.75	29	0.8	0.8235	0.8116	34	0.8130	0.8917	0.8505	0.9655
0.033	74.0	7844	0.1750	0.8333	0.8904	0.8609	73	0.6974	0.8154	0.7518	65	0.8634	0.9267	0.8939	150	0.6154	0.8276	0.7059	29	0.8056	0.8529	0.8286	34	0.7949	0.8832	0.8367	0.9633
0.0331	75.0	7950	0.1731	0.8462	0.9041	0.8742	73	0.6867	0.8769	0.7703	65	0.8846	0.92	0.9020	150	0.6410	0.8621	0.7353	29	0.8056	0.8529	0.8286	34	0.8036	0.8974	0.8479	0.9628
0.0342	76.0	8056	0.1732	0.825	0.9041	0.8627	73	0.6747	0.8615	0.7568	65	0.8797	0.9267	0.9026	150	0.6667	0.8276	0.7385	29	0.8286	0.8529	0.8406	34	0.8010	0.8946	0.8452	0.9631
0.0327	77.0	8162	0.1716	0.8462	0.9041	0.8742	73	0.7037	0.8769	0.7808	65	0.8679	0.92	0.8932	150	0.7143	0.8621	0.7813	29	0.8571	0.8824	0.8696	34	0.8144	0.9003	0.8552	0.9660
0.0327	78.0	8268	0.1736	0.825	0.9041	0.8627	73	0.6506	0.8308	0.7297	65	0.8790	0.92	0.8990	150	0.6410	0.8621	0.7353	29	0.8529	0.8529	0.8529	34	0.7939	0.8889	0.8387	0.9631
0.0302	79.0	8374	0.1748	0.8354	0.9041	0.8684	73	0.6747	0.8615	0.7568	65	0.8679	0.92	0.8932	150	0.6944	0.8621	0.7692	29	0.7568	0.8235	0.7887	34	0.7944	0.8917	0.8403	0.9633
0.0299	80.0	8480	0.1755	0.8462	0.9041	0.8742	73	0.7108	0.9077	0.7973	65	0.8790	0.92	0.8990	150	0.6944	0.8621	0.7692	29	0.8333	0.8824	0.8571	34	0.8154	0.9060	0.8583	0.9646
0.0316	81.0	8586	0.1735	0.8442	0.8904	0.8667	73	0.6707	0.8462	0.7483	65	0.8662	0.9067	0.8860	150	0.6486	0.8276	0.7273	29	0.8286	0.8529	0.8406	34	0.7964	0.8803	0.8363	0.9633
0.0294	82.0	8692	0.1731	0.8354	0.9041	0.8684	73	0.6707	0.8462	0.7483	65	0.8688	0.9267	0.8968	150	0.6757	0.8621	0.7576	29	0.8788	0.8529	0.8657	34	0.8031	0.8946	0.8464	0.9633
0.0303	83.0	8798	0.1789	0.8312	0.8767	0.8533	73	0.6707	0.8462	0.7483	65	0.8679	0.92	0.8932	150	0.6	0.8276	0.6957	29	0.7632	0.8529	0.8056	34	0.7828	0.8832	0.8300	0.9619
0.0299	84.0	8904	0.1769	0.8333	0.8904	0.8609	73	0.6790	0.8462	0.7534	65	0.8634	0.9267	0.8939	150	0.6757	0.8621	0.7576	29	0.8108	0.8824	0.8451	34	0.7970	0.8946	0.8430	0.9638
0.031	85.0	9010	0.1866	0.8333	0.8904	0.8609	73	0.6782	0.9077	0.7763	65	0.8854	0.9267	0.9055	150	0.6757	0.8621	0.7576	29	0.7632	0.8529	0.8056	34	0.7985	0.9031	0.8476	0.9621
0.0303	86.0	9116	0.1748	0.8289	0.8630	0.8456	73	0.6923	0.8308	0.7552	65	0.8634	0.9267	0.8939	150	0.6579	0.8621	0.7463	29	0.8056	0.8529	0.8286	34	0.7969	0.8832	0.8378	0.9628
0.0302	87.0	9222	0.1736	0.8462	0.9041	0.8742	73	0.6867	0.8769	0.7703	65	0.8790	0.92	0.8990	150	0.6757	0.8621	0.7576	29	0.8485	0.8235	0.8358	34	0.8093	0.8946	0.8498	0.9643
0.0294	88.0	9328	0.1745	0.8442	0.8904	0.8667	73	0.6951	0.8769	0.7755	65	0.8854	0.9267	0.9055	150	0.6857	0.8276	0.75	29	0.8286	0.8529	0.8406	34	0.8135	0.8946	0.8521	0.9653
0.028	89.0	9434	0.1782	0.8442	0.8904	0.8667	73	0.6914	0.8615	0.7671	65	0.8861	0.9333	0.9091	150	0.6316	0.8276	0.7164	29	0.8056	0.8529	0.8286	34	0.8051	0.8946	0.8475	0.9636
0.031	90.0	9540	0.1781	0.8442	0.8904	0.8667	73	0.6829	0.8615	0.7619	65	0.8797	0.9267	0.9026	150	0.6316	0.8276	0.7164	29	0.8286	0.8529	0.8406	34	0.8026	0.8917	0.8448	0.9636
0.0296	91.0	9646	0.1821	0.8442	0.8904	0.8667	73	0.6706	0.8769	0.76	65	0.8797	0.9267	0.9026	150	0.6154	0.8276	0.7059	29	0.8056	0.8529	0.8286	34	0.7949	0.8946	0.8418	0.9633
0.0293	92.0	9752	0.1803	0.8442	0.8904	0.8667	73	0.6786	0.8769	0.7651	65	0.8854	0.9267	0.9055	150	0.6316	0.8276	0.7164	29	0.7838	0.8529	0.8169	34	0.7990	0.8946	0.8441	0.9633
0.0263	93.0	9858	0.1816	0.8333	0.8904	0.8609	73	0.6786	0.8769	0.7651	65	0.8734	0.92	0.8961	150	0.6757	0.8621	0.7576	29	0.7838	0.8529	0.8169	34	0.7970	0.8946	0.8430	0.9628
0.0266	94.0	9964	0.1820	0.8442	0.8904	0.8667	73	0.7024	0.9077	0.7919	65	0.8742	0.9267	0.8997	150	0.6486	0.8276	0.7273	29	0.7838	0.8529	0.8169	34	0.8020	0.9003	0.8483	0.9631
0.0277	95.0	10070	0.1841	0.8442	0.8904	0.8667	73	0.6941	0.9077	0.7867	65	0.8742	0.9267	0.8997	150	0.6316	0.8276	0.7164	29	0.7838	0.8529	0.8169	34	0.7980	0.9003	0.8461	0.9631
0.0273	96.0	10176	0.1806	0.8442	0.8904	0.8667	73	0.6867	0.8769	0.7703	65	0.8742	0.9267	0.8997	150	0.6316	0.8276	0.7164	29	0.7838	0.8529	0.8169	34	0.7970	0.8946	0.8430	0.9633
0.027	97.0	10282	0.1831	0.8442	0.8904	0.8667	73	0.6706	0.8769	0.76	65	0.8742	0.9267	0.8997	150	0.6154	0.8276	0.7059	29	0.7838	0.8529	0.8169	34	0.7909	0.8946	0.8396	0.9621
0.0266	98.0	10388	0.1830	0.8442	0.8904	0.8667	73	0.6988	0.8923	0.7838	65	0.8742	0.9267	0.8997	150	0.6316	0.8276	0.7164	29	0.7838	0.8529	0.8169	34	0.7995	0.8974	0.8456	0.9628
0.0273	99.0	10494	0.1830	0.8442	0.8904	0.8667	73	0.6988	0.8923	0.7838	65	0.8742	0.9267	0.8997	150	0.6316	0.8276	0.7164	29	0.7838	0.8529	0.8169	34	0.7995	0.8974	0.8456	0.9628
0.0281	100.0	10600	0.1823	0.8442	0.8904	0.8667	73	0.6786	0.8769	0.7651	65	0.8742	0.9267	0.8997	150	0.6316	0.8276	0.7164	29	0.7838	0.8529	0.8169	34	0.7949	0.8946	0.8418	0.9626

Framework versions

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