nerugm-pt-pl5-4

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: 0.1743
• Location Precision: 0.7778
• Location Recall: 0.8630
• Location F1: 0.8182
• Location Number: 73
• Organization Precision: 0.7037
• Organization Recall: 0.8769
• Organization F1: 0.7808
• Organization Number: 65
• Person Precision: 0.8734
• Person Recall: 0.92
• Person F1: 0.8961
• Person Number: 150
• Quantity Precision: 0.6857
• Quantity Recall: 0.8276
• Quantity F1: 0.75
• Quantity Number: 29
• Time Precision: 0.7073
• Time Recall: 0.8529
• Time F1: 0.7733
• Time Number: 34
• Overall Precision: 0.7854
• Overall Recall: 0.8860
• Overall F1: 0.8327
• Overall Accuracy: 0.9589

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
0.965	1.0	106	0.5562	0.0	0.0	0.0	73	0.0	0.0	0.0	65	0.2308	0.08	0.1188	150	0.0	0.0	0.0	29	0.3333	0.0294	0.0541	34	0.1806	0.0370	0.0615	0.8457
0.4705	2.0	212	0.3254	0.4167	0.2055	0.2752	73	0.0732	0.0462	0.0566	65	0.6010	0.8333	0.6983	150	0.2381	0.1724	0.2000	29	0.5581	0.7059	0.6234	34	0.4928	0.4900	0.4914	0.9030
0.2979	3.0	318	0.2105	0.5152	0.6986	0.5930	73	0.4605	0.5385	0.4965	65	0.7586	0.88	0.8148	150	0.4390	0.6207	0.5143	29	0.6579	0.7353	0.6944	34	0.6098	0.7436	0.6701	0.9345
0.2203	4.0	424	0.1712	0.6341	0.7123	0.6710	73	0.4423	0.7077	0.5444	65	0.8084	0.9	0.8517	150	0.5294	0.6207	0.5714	29	0.8788	0.8529	0.8657	34	0.6667	0.7977	0.7263	0.9439
0.19	5.0	530	0.1546	0.6875	0.7534	0.7190	73	0.5495	0.7692	0.6410	65	0.8293	0.9067	0.8662	150	0.525	0.7241	0.6087	29	0.7692	0.8824	0.8219	34	0.7053	0.8319	0.7634	0.9513
0.1692	6.0	636	0.1692	0.6180	0.7534	0.6790	73	0.5437	0.8615	0.6667	65	0.8323	0.9267	0.8770	150	0.5333	0.8276	0.6486	29	0.6667	0.8235	0.7368	34	0.6771	0.8604	0.7578	0.9441
0.1547	7.0	742	0.1435	0.6707	0.7534	0.7097	73	0.5926	0.7385	0.6575	65	0.8476	0.9267	0.8854	150	0.6486	0.8276	0.7273	29	0.7436	0.8529	0.7945	34	0.7320	0.8405	0.7825	0.9527
0.1459	8.0	848	0.1405	0.6774	0.8630	0.7590	73	0.5934	0.8308	0.6923	65	0.8580	0.9267	0.8910	150	0.6667	0.8276	0.7385	29	0.75	0.8824	0.8108	34	0.7346	0.8832	0.8021	0.9550
0.1372	9.0	954	0.1369	0.7561	0.8493	0.8000	73	0.5914	0.8462	0.6962	65	0.8571	0.92	0.8875	150	0.6316	0.8276	0.7164	29	0.7692	0.8824	0.8219	34	0.7482	0.8803	0.8089	0.9559
0.1324	10.0	1060	0.1358	0.7564	0.8082	0.7815	73	0.6207	0.8308	0.7105	65	0.8466	0.92	0.8818	150	0.6111	0.7586	0.6769	29	0.7895	0.8824	0.8333	34	0.7537	0.8632	0.8048	0.9555
0.123	11.0	1166	0.1410	0.7403	0.7808	0.7600	73	0.6582	0.8	0.7222	65	0.8589	0.9333	0.8946	150	0.5854	0.8276	0.6857	29	0.7692	0.8824	0.8219	34	0.7594	0.8632	0.808	0.9574
0.1175	12.0	1272	0.1413	0.6977	0.8219	0.7547	73	0.6463	0.8154	0.7211	65	0.8466	0.92	0.8818	150	0.6486	0.8276	0.7273	29	0.6829	0.8235	0.7467	34	0.7408	0.8632	0.7974	0.9567
0.1117	13.0	1378	0.1335	0.7763	0.8082	0.7919	73	0.6429	0.8308	0.7248	65	0.8634	0.9267	0.8939	150	0.6316	0.8276	0.7164	29	0.7436	0.8529	0.7945	34	0.7663	0.8689	0.8144	0.9594
0.1119	14.0	1484	0.1401	0.7531	0.8356	0.7922	73	0.6512	0.8615	0.7417	65	0.875	0.9333	0.9032	150	0.6667	0.8276	0.7385	29	0.6667	0.8235	0.7368	34	0.7630	0.8803	0.8175	0.9601
0.1091	15.0	1590	0.1297	0.7722	0.8356	0.8026	73	0.6180	0.8462	0.7143	65	0.8688	0.9267	0.8968	150	0.6857	0.8276	0.75	29	0.7838	0.8529	0.8169	34	0.77	0.8775	0.8202	0.9601
0.1012	16.0	1696	0.1470	0.775	0.8493	0.8105	73	0.6386	0.8154	0.7162	65	0.8457	0.9133	0.8782	150	0.5814	0.8621	0.6944	29	0.7	0.8235	0.7568	34	0.7475	0.8689	0.8037	0.9540
0.0994	17.0	1802	0.1348	0.7625	0.8356	0.7974	73	0.6548	0.8462	0.7383	65	0.8634	0.9267	0.8939	150	0.6765	0.7931	0.7302	29	0.7436	0.8529	0.7945	34	0.7714	0.8746	0.8198	0.9601
0.0963	18.0	1908	0.1387	0.7692	0.8219	0.7947	73	0.5773	0.8615	0.6914	65	0.8742	0.9267	0.8997	150	0.6857	0.8276	0.75	29	0.7436	0.8529	0.7945	34	0.7549	0.8775	0.8116	0.9572
0.0929	19.0	2014	0.1284	0.7778	0.8630	0.8182	73	0.6512	0.8615	0.7417	65	0.8671	0.9133	0.8896	150	0.7188	0.7931	0.7541	29	0.7895	0.8824	0.8333	34	0.7823	0.8803	0.8284	0.9623
0.0925	20.0	2120	0.1409	0.7654	0.8493	0.8052	73	0.6235	0.8154	0.7067	65	0.8571	0.92	0.8875	150	0.6410	0.8621	0.7353	29	0.8108	0.8824	0.8451	34	0.7643	0.8775	0.8170	0.9591
0.0864	21.0	2226	0.1323	0.7531	0.8356	0.7922	73	0.6588	0.8615	0.7467	65	0.8782	0.9133	0.8954	150	0.7059	0.8276	0.7619	29	0.7692	0.8824	0.8219	34	0.7797	0.8775	0.8257	0.9626
0.0907	22.0	2332	0.1398	0.7531	0.8356	0.7922	73	0.6477	0.8769	0.7451	65	0.8688	0.9267	0.8968	150	0.7143	0.8621	0.7813	29	0.6667	0.8235	0.7368	34	0.7635	0.8832	0.8190	0.9604
0.0852	23.0	2438	0.1318	0.7848	0.8493	0.8158	73	0.6512	0.8615	0.7417	65	0.8790	0.92	0.8990	150	0.6857	0.8276	0.75	29	0.7632	0.8529	0.8056	34	0.7823	0.8803	0.8284	0.9628
0.0837	24.0	2544	0.1401	0.775	0.8493	0.8105	73	0.6154	0.8615	0.7179	65	0.8679	0.92	0.8932	150	0.7273	0.8276	0.7742	29	0.7632	0.8529	0.8056	34	0.7706	0.8803	0.8218	0.9601
0.0826	25.0	2650	0.1459	0.7722	0.8356	0.8026	73	0.7073	0.8923	0.7891	65	0.8742	0.9267	0.8997	150	0.6486	0.8276	0.7273	29	0.7436	0.8529	0.7945	34	0.7854	0.8860	0.8327	0.9611
0.082	26.0	2756	0.1394	0.7662	0.8082	0.7867	73	0.6437	0.8615	0.7368	65	0.8742	0.9267	0.8997	150	0.6857	0.8276	0.75	29	0.7949	0.9118	0.8493	34	0.7783	0.8803	0.8262	0.9609
0.0787	27.0	2862	0.1452	0.7722	0.8356	0.8026	73	0.6395	0.8462	0.7285	65	0.875	0.9333	0.9032	150	0.575	0.7931	0.6667	29	0.6829	0.8235	0.7467	34	0.7562	0.8746	0.8111	0.9577
0.0797	28.0	2968	0.1434	0.7722	0.8356	0.8026	73	0.7179	0.8615	0.7832	65	0.8805	0.9333	0.9061	150	0.7188	0.7931	0.7541	29	0.6829	0.8235	0.7467	34	0.7918	0.8775	0.8324	0.9614
0.0743	29.0	3074	0.1394	0.7848	0.8493	0.8158	73	0.6744	0.8923	0.7682	65	0.8797	0.9267	0.9026	150	0.75	0.8276	0.7869	29	0.725	0.8529	0.7838	34	0.7899	0.8889	0.8365	0.9623
0.0748	30.0	3180	0.1398	0.7922	0.8356	0.8133	73	0.6627	0.8462	0.7432	65	0.8553	0.9067	0.8803	150	0.6970	0.7931	0.7419	29	0.725	0.8529	0.7838	34	0.7755	0.8661	0.8183	0.9591
0.0749	31.0	3286	0.1454	0.7922	0.8356	0.8133	73	0.7	0.8615	0.7724	65	0.8805	0.9333	0.9061	150	0.6216	0.7931	0.6970	29	0.6829	0.8235	0.7467	34	0.7817	0.8775	0.8268	0.9596
0.0702	32.0	3392	0.1507	0.7975	0.8630	0.8289	73	0.6593	0.9231	0.7692	65	0.8734	0.92	0.8961	150	0.7059	0.8276	0.7619	29	0.6667	0.8235	0.7368	34	0.7748	0.8917	0.8291	0.9582
0.0687	33.0	3498	0.1462	0.7692	0.8219	0.7947	73	0.7143	0.8462	0.7746	65	0.8688	0.9267	0.8968	150	0.7576	0.8621	0.8065	29	0.6667	0.8235	0.7368	34	0.7872	0.8746	0.8286	0.9601
0.0718	34.0	3604	0.1472	0.8052	0.8493	0.8267	73	0.6744	0.8923	0.7682	65	0.8734	0.92	0.8961	150	0.6857	0.8276	0.75	29	0.7	0.8235	0.7568	34	0.7828	0.8832	0.8300	0.9609
0.0696	35.0	3710	0.1485	0.7625	0.8356	0.7974	73	0.6941	0.9077	0.7867	65	0.875	0.9333	0.9032	150	0.6667	0.8276	0.7385	29	0.7073	0.8529	0.7733	34	0.7786	0.8917	0.8313	0.9604
0.0681	36.0	3816	0.1446	0.8289	0.8630	0.8456	73	0.6742	0.9231	0.7792	65	0.8742	0.9267	0.8997	150	0.6486	0.8276	0.7273	29	0.6364	0.8235	0.7179	34	0.7753	0.8946	0.8307	0.9599
0.0666	37.0	3922	0.1545	0.7821	0.8356	0.8079	73	0.6383	0.9231	0.7547	65	0.8625	0.92	0.8903	150	0.6857	0.8276	0.75	29	0.6512	0.8235	0.7273	34	0.7585	0.8860	0.8173	0.9567
0.0666	38.0	4028	0.1448	0.8243	0.8356	0.8299	73	0.7308	0.8769	0.7972	65	0.8734	0.92	0.8961	150	0.6389	0.7931	0.7077	29	0.7436	0.8529	0.7945	34	0.8	0.8775	0.8370	0.9619
0.0642	39.0	4134	0.1475	0.7848	0.8493	0.8158	73	0.6977	0.9231	0.7947	65	0.8696	0.9333	0.9003	150	0.7812	0.8621	0.8197	29	0.7	0.8235	0.7568	34	0.7915	0.8974	0.8411	0.9616
0.0653	40.0	4240	0.1560	0.8205	0.8767	0.8477	73	0.6122	0.9231	0.7362	65	0.8774	0.9067	0.8918	150	0.7353	0.8621	0.7937	29	0.6829	0.8235	0.7467	34	0.7709	0.8917	0.8269	0.9579
0.0621	41.0	4346	0.1489	0.7821	0.8356	0.8079	73	0.6477	0.8769	0.7451	65	0.8679	0.92	0.8932	150	0.7576	0.8621	0.8065	29	0.6829	0.8235	0.7467	34	0.7744	0.8803	0.824	0.9589
0.0621	42.0	4452	0.1464	0.7949	0.8493	0.8212	73	0.7037	0.8769	0.7808	65	0.8688	0.9267	0.8968	150	0.7059	0.8276	0.7619	29	0.6512	0.8235	0.7273	34	0.7828	0.8832	0.8300	0.9611
0.059	43.0	4558	0.1482	0.7848	0.8493	0.8158	73	0.7215	0.8769	0.7917	65	0.8616	0.9133	0.8867	150	0.6571	0.7931	0.7188	29	0.6829	0.8235	0.7467	34	0.7812	0.8746	0.8253	0.9601
0.061	44.0	4664	0.1558	0.8052	0.8493	0.8267	73	0.725	0.8923	0.8	65	0.8634	0.9267	0.8939	150	0.6667	0.8276	0.7385	29	0.6667	0.8235	0.7368	34	0.7854	0.8860	0.8327	0.9604
0.0623	45.0	4770	0.1500	0.8077	0.8630	0.8344	73	0.7333	0.8462	0.7857	65	0.8688	0.9267	0.8968	150	0.6571	0.7931	0.7188	29	0.7436	0.8529	0.7945	34	0.7984	0.8803	0.8374	0.9631
0.0585	46.0	4876	0.1510	0.8182	0.8630	0.8400	73	0.7143	0.8462	0.7746	65	0.8616	0.9133	0.8867	150	0.6571	0.7931	0.7188	29	0.7	0.8235	0.7568	34	0.7887	0.8718	0.8281	0.9621
0.0546	47.0	4982	0.1553	0.7949	0.8493	0.8212	73	0.6552	0.8769	0.75	65	0.8634	0.9267	0.8939	150	0.7059	0.8276	0.7619	29	0.7	0.8235	0.7568	34	0.775	0.8832	0.8256	0.9604
0.0581	48.0	5088	0.1582	0.775	0.8493	0.8105	73	0.6786	0.8769	0.7651	65	0.8562	0.9133	0.8839	150	0.6667	0.8276	0.7385	29	0.7179	0.8235	0.7671	34	0.7719	0.8775	0.8213	0.9594
0.0569	49.0	5194	0.1614	0.7949	0.8493	0.8212	73	0.7125	0.8769	0.7862	65	0.8797	0.9267	0.9026	150	0.6970	0.7931	0.7419	29	0.7073	0.8529	0.7733	34	0.7949	0.8832	0.8367	0.9619
0.0569	50.0	5300	0.1571	0.7922	0.8356	0.8133	73	0.6897	0.9231	0.7895	65	0.8679	0.92	0.8932	150	0.7273	0.8276	0.7742	29	0.7	0.8235	0.7568	34	0.7854	0.8860	0.8327	0.9599
0.0534	51.0	5406	0.1557	0.7561	0.8493	0.8000	73	0.7361	0.8154	0.7737	65	0.8457	0.9133	0.8782	150	0.7059	0.8276	0.7619	29	0.7436	0.8529	0.7945	34	0.7841	0.8689	0.8243	0.9616
0.0546	52.0	5512	0.1739	0.7722	0.8356	0.8026	73	0.6522	0.9231	0.7643	65	0.8571	0.92	0.8875	150	0.6857	0.8276	0.75	29	0.6905	0.8529	0.7632	34	0.7628	0.8889	0.8211	0.9545
0.0508	53.0	5618	0.1671	0.7949	0.8493	0.8212	73	0.6484	0.9077	0.7564	65	0.8580	0.9267	0.8910	150	0.6571	0.7931	0.7188	29	0.7632	0.8529	0.8056	34	0.7723	0.8889	0.8265	0.9550
0.0534	54.0	5724	0.1676	0.7848	0.8493	0.8158	73	0.6413	0.9077	0.7516	65	0.8634	0.9267	0.8939	150	0.7143	0.8621	0.7813	29	0.7073	0.8529	0.7733	34	0.7696	0.8946	0.8274	0.9557
0.0543	55.0	5830	0.1557	0.7722	0.8356	0.8026	73	0.6951	0.8769	0.7755	65	0.8625	0.92	0.8903	150	0.6857	0.8276	0.75	29	0.725	0.8529	0.7838	34	0.7803	0.8803	0.8273	0.9599
0.0517	56.0	5936	0.1615	0.7949	0.8493	0.8212	73	0.7089	0.8615	0.7778	65	0.8509	0.9133	0.8810	150	0.6857	0.8276	0.75	29	0.725	0.8529	0.7838	34	0.7837	0.8775	0.8280	0.9599
0.0512	57.0	6042	0.1632	0.7722	0.8356	0.8026	73	0.7273	0.8615	0.7887	65	0.8562	0.9133	0.8839	150	0.6857	0.8276	0.75	29	0.7073	0.8529	0.7733	34	0.7832	0.8746	0.8264	0.9601
0.0522	58.0	6148	0.1610	0.7848	0.8493	0.8158	73	0.6829	0.8615	0.7619	65	0.8634	0.9267	0.8939	150	0.6857	0.8276	0.75	29	0.7073	0.8529	0.7733	34	0.7789	0.8832	0.8278	0.9579
0.05	59.0	6254	0.1726	0.7722	0.8356	0.8026	73	0.6707	0.8462	0.7483	65	0.8571	0.92	0.8875	150	0.6486	0.8276	0.7273	29	0.725	0.8529	0.7838	34	0.7694	0.8746	0.8187	0.9567
0.0505	60.0	6360	0.1542	0.7821	0.8356	0.8079	73	0.7534	0.8462	0.7971	65	0.8679	0.92	0.8932	150	0.7353	0.8621	0.7937	29	0.7	0.8235	0.7568	34	0.7995	0.8746	0.8354	0.9621
0.0479	61.0	6466	0.1623	0.7821	0.8356	0.8079	73	0.6860	0.9077	0.7815	65	0.8625	0.92	0.8903	150	0.7059	0.8276	0.7619	29	0.7436	0.8529	0.7945	34	0.7834	0.8860	0.8316	0.9599
0.0481	62.0	6572	0.1683	0.7722	0.8356	0.8026	73	0.6782	0.9077	0.7763	65	0.8742	0.9267	0.8997	150	0.6857	0.8276	0.75	29	0.725	0.8529	0.7838	34	0.78	0.8889	0.8309	0.9584
0.047	63.0	6678	0.1563	0.7848	0.8493	0.8158	73	0.7108	0.9077	0.7973	65	0.8634	0.9267	0.8939	150	0.7353	0.8621	0.7937	29	0.7179	0.8235	0.7671	34	0.7904	0.8917	0.8380	0.9614
0.0483	64.0	6784	0.1606	0.8052	0.8493	0.8267	73	0.7160	0.8923	0.7945	65	0.8688	0.9267	0.8968	150	0.7059	0.8276	0.7619	29	0.7436	0.8529	0.7945	34	0.7980	0.8889	0.8410	0.9616
0.0454	65.0	6890	0.1621	0.8077	0.8630	0.8344	73	0.7532	0.8923	0.8169	65	0.8742	0.9267	0.8997	150	0.6571	0.7931	0.7188	29	0.7436	0.8529	0.7945	34	0.8041	0.8889	0.8444	0.9626
0.046	66.0	6996	0.1635	0.7875	0.8630	0.8235	73	0.7024	0.9077	0.7919	65	0.8797	0.9267	0.9026	150	0.7059	0.8276	0.7619	29	0.7436	0.8529	0.7945	34	0.7949	0.8946	0.8418	0.9619
0.0451	67.0	7102	0.1660	0.7683	0.8630	0.8129	73	0.6941	0.9077	0.7867	65	0.8688	0.9267	0.8968	150	0.7059	0.8276	0.7619	29	0.7436	0.8529	0.7945	34	0.785	0.8946	0.8362	0.9604
0.0436	68.0	7208	0.1605	0.8052	0.8493	0.8267	73	0.7160	0.8923	0.7945	65	0.8734	0.92	0.8961	150	0.6389	0.7931	0.7077	29	0.7	0.8235	0.7568	34	0.7883	0.8803	0.8318	0.9614
0.043	69.0	7314	0.1672	0.7875	0.8630	0.8235	73	0.6867	0.8769	0.7703	65	0.8634	0.9267	0.8939	150	0.7059	0.8276	0.7619	29	0.7436	0.8529	0.7945	34	0.7859	0.8889	0.8342	0.9582
0.0424	70.0	7420	0.1644	0.7875	0.8630	0.8235	73	0.6951	0.8769	0.7755	65	0.8688	0.9267	0.8968	150	0.6970	0.7931	0.7419	29	0.7	0.8235	0.7568	34	0.7848	0.8832	0.8311	0.9606
0.0469	71.0	7526	0.1667	0.7975	0.8630	0.8289	73	0.6744	0.8923	0.7682	65	0.8734	0.92	0.8961	150	0.6857	0.8276	0.75	29	0.7436	0.8529	0.7945	34	0.7859	0.8889	0.8342	0.9604
0.0409	72.0	7632	0.1714	0.7778	0.8630	0.8182	73	0.6747	0.8615	0.7568	65	0.8625	0.92	0.8903	150	0.6857	0.8276	0.75	29	0.725	0.8529	0.7838	34	0.7769	0.8832	0.8267	0.9594
0.0437	73.0	7738	0.1682	0.7848	0.8493	0.8158	73	0.7037	0.8769	0.7808	65	0.8679	0.92	0.8932	150	0.6571	0.7931	0.7188	29	0.725	0.8529	0.7838	34	0.7843	0.8803	0.8295	0.9591
0.0411	74.0	7844	0.1627	0.775	0.8493	0.8105	73	0.7333	0.8462	0.7857	65	0.8734	0.92	0.8961	150	0.6765	0.7931	0.7302	29	0.7436	0.8529	0.7945	34	0.7953	0.8746	0.8331	0.9611
0.0432	75.0	7950	0.1737	0.7949	0.8493	0.8212	73	0.6556	0.9077	0.7613	65	0.8742	0.9267	0.8997	150	0.6765	0.7931	0.7302	29	0.7436	0.8529	0.7945	34	0.78	0.8889	0.8309	0.9589
0.0398	76.0	8056	0.1650	0.7848	0.8493	0.8158	73	0.6824	0.8923	0.7733	65	0.8679	0.92	0.8932	150	0.7429	0.8966	0.8125	29	0.7436	0.8529	0.7945	34	0.7884	0.8917	0.8369	0.9609
0.0392	77.0	8162	0.1677	0.775	0.8493	0.8105	73	0.7089	0.8615	0.7778	65	0.8734	0.92	0.8961	150	0.7059	0.8276	0.7619	29	0.725	0.8529	0.7838	34	0.7903	0.8803	0.8329	0.9604
0.0404	78.0	8268	0.1741	0.7848	0.8493	0.8158	73	0.6867	0.8769	0.7703	65	0.8688	0.9267	0.8968	150	0.7059	0.8276	0.7619	29	0.725	0.8529	0.7838	34	0.7854	0.8860	0.8327	0.9591
0.0414	79.0	8374	0.1812	0.775	0.8493	0.8105	73	0.7	0.8615	0.7724	65	0.8519	0.92	0.8846	150	0.6857	0.8276	0.75	29	0.7073	0.8529	0.7733	34	0.7764	0.8803	0.8251	0.9577
0.0401	80.0	8480	0.1722	0.7778	0.8630	0.8182	73	0.6790	0.8462	0.7534	65	0.8679	0.92	0.8932	150	0.6857	0.8276	0.75	29	0.6667	0.8235	0.7368	34	0.7739	0.8775	0.8224	0.9577
0.041	81.0	8586	0.1709	0.7875	0.8630	0.8235	73	0.6786	0.8769	0.7651	65	0.8679	0.92	0.8932	150	0.7273	0.8276	0.7742	29	0.7	0.8235	0.7568	34	0.7828	0.8832	0.8300	0.9596
0.0405	82.0	8692	0.1678	0.7875	0.8630	0.8235	73	0.7179	0.8615	0.7832	65	0.8679	0.92	0.8932	150	0.6857	0.8276	0.75	29	0.6667	0.8235	0.7368	34	0.7843	0.8803	0.8295	0.9594
0.0398	83.0	8798	0.1709	0.7848	0.8493	0.8158	73	0.6962	0.8462	0.7639	65	0.8679	0.92	0.8932	150	0.7273	0.8276	0.7742	29	0.6667	0.8235	0.7368	34	0.7832	0.8746	0.8264	0.9587
0.04	84.0	8904	0.1728	0.7875	0.8630	0.8235	73	0.7024	0.9077	0.7919	65	0.8679	0.92	0.8932	150	0.6857	0.8276	0.75	29	0.7073	0.8529	0.7733	34	0.7845	0.8917	0.8347	0.9579
0.0404	85.0	9010	0.1716	0.7683	0.8630	0.8129	73	0.6786	0.8769	0.7651	65	0.8679	0.92	0.8932	150	0.6857	0.8276	0.75	29	0.7073	0.8529	0.7733	34	0.7756	0.8860	0.8271	0.9587
0.0364	86.0	9116	0.1696	0.7683	0.8630	0.8129	73	0.7308	0.8769	0.7972	65	0.8734	0.92	0.8961	150	0.6667	0.8276	0.7385	29	0.7073	0.8529	0.7733	34	0.7873	0.8860	0.8338	0.9609
0.0377	87.0	9222	0.1743	0.7875	0.8630	0.8235	73	0.6706	0.8769	0.76	65	0.8734	0.92	0.8961	150	0.6857	0.8276	0.75	29	0.6667	0.8235	0.7368	34	0.775	0.8832	0.8256	0.9582
0.0379	88.0	9328	0.1730	0.775	0.8493	0.8105	73	0.6951	0.8769	0.7755	65	0.8734	0.92	0.8961	150	0.7143	0.8621	0.7813	29	0.7073	0.8529	0.7733	34	0.7854	0.8860	0.8327	0.9594
0.0375	89.0	9434	0.1742	0.7875	0.8630	0.8235	73	0.6867	0.8769	0.7703	65	0.8734	0.92	0.8961	150	0.6857	0.8276	0.75	29	0.6829	0.8235	0.7467	34	0.7809	0.8832	0.8289	0.9584
0.0385	90.0	9540	0.1698	0.7875	0.8630	0.8235	73	0.7089	0.8615	0.7778	65	0.8734	0.92	0.8961	150	0.6857	0.8276	0.75	29	0.6667	0.8235	0.7368	34	0.7843	0.8803	0.8295	0.9591
0.036	91.0	9646	0.1780	0.7778	0.8630	0.8182	73	0.6588	0.8615	0.7467	65	0.8679	0.92	0.8932	150	0.6857	0.8276	0.75	29	0.7073	0.8529	0.7733	34	0.7731	0.8832	0.8245	0.9577
0.0377	92.0	9752	0.1737	0.7778	0.8630	0.8182	73	0.7037	0.8769	0.7808	65	0.8734	0.92	0.8961	150	0.7143	0.8621	0.7813	29	0.7073	0.8529	0.7733	34	0.7879	0.8889	0.8353	0.9596
0.0391	93.0	9858	0.1770	0.775	0.8493	0.8105	73	0.6867	0.8769	0.7703	65	0.8734	0.92	0.8961	150	0.6857	0.8276	0.75	29	0.7073	0.8529	0.7733	34	0.7809	0.8832	0.8289	0.9587
0.0362	94.0	9964	0.1727	0.7875	0.8630	0.8235	73	0.7089	0.8615	0.7778	65	0.8734	0.92	0.8961	150	0.7353	0.8621	0.7937	29	0.6667	0.8235	0.7368	34	0.7888	0.8832	0.8333	0.9589
0.0372	95.0	10070	0.1736	0.7778	0.8630	0.8182	73	0.7037	0.8769	0.7808	65	0.8734	0.92	0.8961	150	0.7353	0.8621	0.7937	29	0.7073	0.8529	0.7733	34	0.7899	0.8889	0.8365	0.9591
0.0358	96.0	10176	0.1743	0.775	0.8493	0.8105	73	0.7037	0.8769	0.7808	65	0.8734	0.92	0.8961	150	0.6857	0.8276	0.75	29	0.7073	0.8529	0.7733	34	0.7848	0.8832	0.8311	0.9589
0.0363	97.0	10282	0.1726	0.7778	0.8630	0.8182	73	0.7125	0.8769	0.7862	65	0.8734	0.92	0.8961	150	0.7143	0.8621	0.7813	29	0.7073	0.8529	0.7733	34	0.7899	0.8889	0.8365	0.9599
0.0354	98.0	10388	0.1751	0.775	0.8493	0.8105	73	0.7037	0.8769	0.7808	65	0.8734	0.92	0.8961	150	0.6857	0.8276	0.75	29	0.7073	0.8529	0.7733	34	0.7848	0.8832	0.8311	0.9587
0.0347	99.0	10494	0.1746	0.7778	0.8630	0.8182	73	0.7037	0.8769	0.7808	65	0.8734	0.92	0.8961	150	0.7143	0.8621	0.7813	29	0.7073	0.8529	0.7733	34	0.7879	0.8889	0.8353	0.9591
0.0355	100.0	10600	0.1743	0.7778	0.8630	0.8182	73	0.7037	0.8769	0.7808	65	0.8734	0.92	0.8961	150	0.6857	0.8276	0.75	29	0.7073	0.8529	0.7733	34	0.7854	0.8860	0.8327	0.9589

Framework versions

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