nerugm-seq_bn-rf64-3

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: 0.1331
• Location Precision: 0.7241
• Location Recall: 0.8873
• Location F1: 0.7975
• Location Number: 71
• Organization Precision: 0.6364
• Organization Recall: 0.8615
• Organization F1: 0.7320
• Organization Number: 65
• Person Precision: 0.8303
• Person Recall: 0.9133
• Person F1: 0.8698
• Person Number: 150
• Quantity Precision: 0.725
• Quantity Recall: 0.8788
• Quantity F1: 0.7945
• Quantity Number: 33
• Time Precision: 0.8276
• Time Recall: 0.8571
• Time F1: 0.8421
• Time Number: 28
• Overall Precision: 0.7555
• Overall Recall: 0.8905
• Overall F1: 0.8175
• Overall Accuracy: 0.9595

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
1.1728	1.0	106	0.6954	0.0	0.0	0.0	71	0.0	0.0	0.0	65	0.0	0.0	0.0	150	0.0	0.0	0.0	33	0.0	0.0	0.0	28	0.0	0.0	0.0	0.8409
0.6741	2.0	212	0.5624	0.0	0.0	0.0	71	0.0	0.0	0.0	65	0.3	0.02	0.0375	150	0.0	0.0	0.0	33	0.0	0.0	0.0	28	0.2	0.0086	0.0166	0.8434
0.5465	3.0	318	0.4474	0.2667	0.0563	0.0930	71	0.0588	0.0154	0.0244	65	0.3982	0.3	0.3422	150	0.0	0.0	0.0	33	0.5	0.3214	0.3913	28	0.3554	0.1700	0.2300	0.8737
0.4542	4.0	424	0.3780	0.5	0.2958	0.3717	71	0.2105	0.1231	0.1553	65	0.4637	0.5533	0.5046	150	0.0	0.0	0.0	33	0.5455	0.4286	0.4800	28	0.4261	0.3573	0.3887	0.8931
0.3965	5.0	530	0.3349	0.4865	0.5070	0.4966	71	0.3571	0.3846	0.3704	65	0.5194	0.7133	0.6011	150	0.1852	0.1515	0.1667	33	0.6071	0.6071	0.6071	28	0.4691	0.5476	0.5053	0.9120
0.3563	6.0	636	0.3059	0.4937	0.5493	0.52	71	0.3867	0.4462	0.4143	65	0.5648	0.8133	0.6667	150	0.3256	0.4242	0.3684	33	0.6207	0.6429	0.6316	28	0.5023	0.6398	0.5627	0.9197
0.3237	7.0	742	0.2697	0.5056	0.6338	0.5625	71	0.5345	0.4769	0.5041	65	0.6305	0.8533	0.7252	150	0.36	0.5455	0.4337	33	0.75	0.75	0.75	28	0.5678	0.7003	0.6271	0.9277
0.2867	8.0	848	0.2413	0.5393	0.6761	0.6	71	0.4730	0.5385	0.5036	65	0.6806	0.8667	0.7625	150	0.3913	0.5455	0.4557	33	0.8846	0.8214	0.8519	28	0.5962	0.7320	0.6572	0.9311
0.2596	9.0	954	0.2153	0.5217	0.6761	0.5890	71	0.4789	0.5231	0.5	65	0.6935	0.86	0.7679	150	0.4545	0.6061	0.5195	33	0.9583	0.8214	0.8846	28	0.6091	0.7320	0.6649	0.9350
0.2377	10.0	1060	0.2041	0.5158	0.6901	0.5904	71	0.4684	0.5692	0.5139	65	0.7228	0.8867	0.7964	150	0.4082	0.6061	0.4878	33	0.8889	0.8571	0.8727	28	0.6060	0.7579	0.6735	0.9372
0.2155	11.0	1166	0.1879	0.5652	0.7324	0.6380	71	0.475	0.5846	0.5241	65	0.7543	0.88	0.8123	150	0.4167	0.6061	0.4938	33	0.8571	0.8571	0.8571	28	0.6288	0.7666	0.6909	0.9396
0.201	12.0	1272	0.1844	0.5806	0.7606	0.6585	71	0.4824	0.6308	0.5467	65	0.7557	0.8867	0.8160	150	0.4	0.6061	0.4819	33	0.8571	0.8571	0.8571	28	0.6296	0.7839	0.6983	0.9413
0.1888	13.0	1378	0.1667	0.6207	0.7606	0.6835	71	0.5062	0.6308	0.5616	65	0.7811	0.88	0.8276	150	0.4444	0.6061	0.5128	33	0.8889	0.8571	0.8727	28	0.6626	0.7810	0.7169	0.9440
0.1831	14.0	1484	0.1618	0.6790	0.7746	0.7237	71	0.5060	0.6462	0.5676	65	0.7751	0.8733	0.8213	150	0.4889	0.6667	0.5641	33	0.8889	0.8571	0.8727	28	0.6765	0.7896	0.7287	0.9469
0.1719	15.0	1590	0.1646	0.6552	0.8028	0.7215	71	0.5465	0.7231	0.6225	65	0.7644	0.8867	0.8210	150	0.5652	0.7879	0.6582	33	0.8333	0.8929	0.8621	28	0.6809	0.8300	0.7481	0.9486
0.1626	16.0	1696	0.1610	0.6706	0.8028	0.7308	71	0.5595	0.7231	0.6309	65	0.7798	0.8733	0.8239	150	0.5532	0.7879	0.65	33	0.7879	0.9286	0.8525	28	0.6882	0.8271	0.7513	0.9481
0.1614	17.0	1802	0.1579	0.6782	0.8310	0.7468	71	0.5581	0.7385	0.6358	65	0.7836	0.8933	0.8349	150	0.5745	0.8182	0.675	33	0.7647	0.9286	0.8387	28	0.6918	0.8473	0.7617	0.9498
0.1558	18.0	1908	0.1533	0.6818	0.8451	0.7547	71	0.5412	0.7077	0.6133	65	0.7882	0.8933	0.8375	150	0.5909	0.7879	0.6753	33	0.8125	0.9286	0.8667	28	0.6969	0.8415	0.7624	0.9503
0.1534	19.0	2014	0.1525	0.6897	0.8451	0.7595	71	0.5506	0.7538	0.6364	65	0.7917	0.8867	0.8365	150	0.6047	0.7879	0.6842	33	0.8125	0.9286	0.8667	28	0.7017	0.8473	0.7676	0.9513
0.1478	20.0	2120	0.1475	0.6889	0.8732	0.7702	71	0.5769	0.6923	0.6294	65	0.7988	0.8733	0.8344	150	0.6923	0.8182	0.7500	33	0.8125	0.9286	0.8667	28	0.7221	0.8386	0.7760	0.9532
0.1453	21.0	2226	0.1413	0.6860	0.8310	0.7516	71	0.5789	0.6769	0.6241	65	0.8086	0.8733	0.8397	150	0.7179	0.8485	0.7778	33	0.8125	0.9286	0.8667	28	0.7291	0.8300	0.7763	0.9544
0.1433	22.0	2332	0.1566	0.6848	0.8873	0.7730	71	0.5204	0.7846	0.6258	65	0.7824	0.8867	0.8313	150	0.6744	0.8788	0.7632	33	0.7576	0.8929	0.8197	28	0.6904	0.8674	0.7688	0.9491
0.1378	23.0	2438	0.1426	0.6977	0.8451	0.7643	71	0.5426	0.7846	0.6415	65	0.8110	0.8867	0.8471	150	0.7368	0.8485	0.7887	33	0.8387	0.9286	0.8814	28	0.7215	0.8588	0.7842	0.9554
0.1366	24.0	2544	0.1437	0.6932	0.8592	0.7673	71	0.5783	0.7385	0.6486	65	0.8012	0.8867	0.8418	150	0.7	0.8485	0.7671	33	0.8125	0.9286	0.8667	28	0.7237	0.8530	0.7831	0.9532
0.1332	25.0	2650	0.1421	0.7059	0.8451	0.7692	71	0.5698	0.7538	0.6490	65	0.8049	0.88	0.8408	150	0.6512	0.8485	0.7368	33	0.7812	0.8929	0.8333	28	0.7171	0.8473	0.7768	0.9537
0.135	26.0	2756	0.1382	0.7093	0.8592	0.7771	71	0.5747	0.7692	0.6579	65	0.8160	0.8867	0.8498	150	0.7179	0.8485	0.7778	33	0.8065	0.8929	0.8475	28	0.7315	0.8559	0.7888	0.9568
0.1306	27.0	2862	0.1391	0.6977	0.8451	0.7643	71	0.5714	0.7385	0.6443	65	0.8160	0.8867	0.8498	150	0.675	0.8182	0.7397	33	0.8065	0.8929	0.8475	28	0.7252	0.8444	0.7803	0.9549
0.1279	28.0	2968	0.1387	0.7024	0.8310	0.7613	71	0.5778	0.8	0.6710	65	0.8148	0.88	0.8462	150	0.7179	0.8485	0.7778	33	0.8333	0.8929	0.8621	28	0.7309	0.8530	0.7872	0.9551
0.1257	29.0	3074	0.1392	0.6941	0.8310	0.7564	71	0.5806	0.8308	0.6835	65	0.8148	0.88	0.8462	150	0.7179	0.8485	0.7778	33	0.8621	0.8929	0.8772	28	0.7304	0.8588	0.7894	0.9539
0.1248	30.0	3180	0.1359	0.7059	0.8451	0.7692	71	0.6071	0.7846	0.6846	65	0.8293	0.9067	0.8662	150	0.7179	0.8485	0.7778	33	0.8333	0.8929	0.8621	28	0.7463	0.8646	0.8011	0.9581
0.1244	31.0	3286	0.1318	0.7262	0.8592	0.7871	71	0.6	0.7846	0.6800	65	0.8293	0.9067	0.8662	150	0.7368	0.8485	0.7887	33	0.8621	0.8929	0.8772	28	0.7525	0.8674	0.8059	0.9590
0.1183	32.0	3392	0.1373	0.7011	0.8592	0.7722	71	0.5604	0.7846	0.6538	65	0.8171	0.8933	0.8535	150	0.7436	0.8788	0.8056	33	0.8621	0.8929	0.8772	28	0.7317	0.8646	0.7926	0.9559
0.1197	33.0	3498	0.1347	0.7011	0.8592	0.7722	71	0.5814	0.7692	0.6623	65	0.8210	0.8867	0.8526	150	0.7179	0.8485	0.7778	33	0.8621	0.8929	0.8772	28	0.7370	0.8559	0.7920	0.9568
0.1176	34.0	3604	0.1314	0.7093	0.8592	0.7771	71	0.5952	0.7692	0.6711	65	0.8282	0.9	0.8626	150	0.7179	0.8485	0.7778	33	0.8621	0.8929	0.8772	28	0.7456	0.8617	0.7995	0.9564
0.117	35.0	3710	0.1382	0.6744	0.8169	0.7389	71	0.5618	0.7692	0.6494	65	0.8121	0.8933	0.8508	150	0.725	0.8788	0.7945	33	0.8621	0.8929	0.8772	28	0.7237	0.8530	0.7831	0.9549
0.1139	36.0	3816	0.1380	0.6977	0.8451	0.7643	71	0.5745	0.8308	0.6792	65	0.8110	0.8867	0.8471	150	0.725	0.8788	0.7945	33	0.8621	0.8929	0.8772	28	0.7288	0.8674	0.7921	0.9547
0.1112	37.0	3922	0.1450	0.6818	0.8451	0.7547	71	0.5934	0.8308	0.6923	65	0.8110	0.8867	0.8471	150	0.6667	0.8485	0.7467	33	0.8	0.8571	0.8276	28	0.7205	0.8617	0.7848	0.9527
0.1125	38.0	4028	0.1358	0.6860	0.8310	0.7516	71	0.5862	0.7846	0.6711	65	0.8221	0.8933	0.8562	150	0.7	0.8485	0.7671	33	0.8276	0.8571	0.8421	28	0.7309	0.8530	0.7872	0.9561
0.1098	39.0	4134	0.1335	0.6977	0.8451	0.7643	71	0.5591	0.8	0.6582	65	0.8171	0.8933	0.8535	150	0.7179	0.8485	0.7778	33	0.8621	0.8929	0.8772	28	0.7275	0.8617	0.7889	0.9561
0.1104	40.0	4240	0.1300	0.7176	0.8592	0.7821	71	0.625	0.7692	0.6897	65	0.8171	0.8933	0.8535	150	0.7436	0.8788	0.8056	33	0.8276	0.8571	0.8421	28	0.7506	0.8588	0.8011	0.9585
0.1072	41.0	4346	0.1356	0.6860	0.8310	0.7516	71	0.5778	0.8	0.6710	65	0.8221	0.8933	0.8562	150	0.7436	0.8788	0.8056	33	0.8276	0.8571	0.8421	28	0.7322	0.8588	0.7905	0.9561
0.1083	42.0	4452	0.1364	0.6860	0.8310	0.7516	71	0.5795	0.7846	0.6667	65	0.8171	0.8933	0.8535	150	0.7179	0.8485	0.7778	33	0.8276	0.8571	0.8421	28	0.7291	0.8530	0.7862	0.9551
0.1074	43.0	4558	0.1307	0.7093	0.8592	0.7771	71	0.6203	0.7538	0.6806	65	0.8098	0.88	0.8435	150	0.7436	0.8788	0.8056	33	0.8621	0.8929	0.8772	28	0.7475	0.8530	0.7968	0.9576
0.1062	44.0	4664	0.1292	0.7349	0.8592	0.7922	71	0.6220	0.7846	0.6939	65	0.8182	0.9	0.8571	150	0.7179	0.8485	0.7778	33	0.8621	0.8929	0.8772	28	0.7538	0.8646	0.8054	0.9588
0.1055	45.0	4770	0.1308	0.7176	0.8592	0.7821	71	0.6329	0.7692	0.6944	65	0.8182	0.9	0.8571	150	0.7436	0.8788	0.8056	33	0.8276	0.8571	0.8421	28	0.7531	0.8617	0.8038	0.9585
0.104	46.0	4876	0.1286	0.7349	0.8592	0.7922	71	0.5977	0.8	0.6842	65	0.8221	0.8933	0.8562	150	0.7368	0.8485	0.7887	33	0.8621	0.8929	0.8772	28	0.75	0.8646	0.8032	0.9588
0.1024	47.0	4982	0.1338	0.7176	0.8592	0.7821	71	0.6	0.8308	0.6968	65	0.8182	0.9	0.8571	150	0.7179	0.8485	0.7778	33	0.8276	0.8571	0.8421	28	0.7402	0.8703	0.8000	0.9571
0.1024	48.0	5088	0.1312	0.7262	0.8592	0.7871	71	0.6	0.8308	0.6968	65	0.8182	0.9	0.8571	150	0.7632	0.8788	0.8169	33	0.8276	0.8571	0.8421	28	0.7463	0.8732	0.8048	0.9583
0.101	49.0	5194	0.1307	0.7143	0.8451	0.7742	71	0.6265	0.8	0.7027	65	0.8182	0.9	0.8571	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7481	0.8646	0.8021	0.9578
0.0983	50.0	5300	0.1351	0.6897	0.8451	0.7595	71	0.5914	0.8462	0.6962	65	0.8193	0.9067	0.8608	150	0.7436	0.8788	0.8056	33	0.8276	0.8571	0.8421	28	0.7343	0.8761	0.7989	0.9566
0.0992	51.0	5406	0.1324	0.7093	0.8592	0.7771	71	0.625	0.8462	0.7190	65	0.8193	0.9067	0.8608	150	0.7436	0.8788	0.8056	33	0.8276	0.8571	0.8421	28	0.7475	0.8790	0.8079	0.9588
0.0995	52.0	5512	0.1327	0.7262	0.8592	0.7871	71	0.6310	0.8154	0.7114	65	0.8272	0.8933	0.8590	150	0.6829	0.8485	0.7568	33	0.8276	0.8571	0.8421	28	0.75	0.8646	0.8032	0.9576
0.097	53.0	5618	0.1409	0.6932	0.8592	0.7673	71	0.5914	0.8462	0.6962	65	0.8242	0.9067	0.8635	150	0.6667	0.8485	0.7467	33	0.8276	0.8571	0.8421	28	0.7290	0.8761	0.7958	0.9547
0.0958	54.0	5724	0.1370	0.7059	0.8451	0.7692	71	0.5978	0.8462	0.7006	65	0.8171	0.8933	0.8535	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7366	0.8703	0.7979	0.9556
0.097	55.0	5830	0.1317	0.7381	0.8732	0.8	71	0.5934	0.8308	0.6923	65	0.8272	0.8933	0.8590	150	0.7632	0.8788	0.8169	33	0.8276	0.8571	0.8421	28	0.75	0.8732	0.8069	0.9585
0.0966	56.0	5936	0.1350	0.6977	0.8451	0.7643	71	0.6111	0.8462	0.7097	65	0.8182	0.9	0.8571	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7390	0.8732	0.8005	0.9571
0.0937	57.0	6042	0.1313	0.7143	0.8451	0.7742	71	0.6136	0.8308	0.7059	65	0.8182	0.9	0.8571	150	0.7632	0.8788	0.8169	33	0.8276	0.8571	0.8421	28	0.7475	0.8703	0.8043	0.9583
0.0959	58.0	6148	0.1333	0.6897	0.8451	0.7595	71	0.6067	0.8308	0.7013	65	0.8272	0.8933	0.8590	150	0.7632	0.8788	0.8169	33	0.8276	0.8571	0.8421	28	0.7432	0.8674	0.8005	0.9573
0.092	59.0	6254	0.1344	0.6860	0.8310	0.7516	71	0.6111	0.8462	0.7097	65	0.8282	0.9	0.8626	150	0.7436	0.8788	0.8056	33	0.8276	0.8571	0.8421	28	0.7420	0.8703	0.8011	0.9566
0.0932	60.0	6360	0.1304	0.7349	0.8592	0.7922	71	0.6092	0.8154	0.6974	65	0.8323	0.8933	0.8617	150	0.7436	0.8788	0.8056	33	0.8276	0.8571	0.8421	28	0.7544	0.8674	0.8070	0.9585
0.0906	61.0	6466	0.1299	0.7143	0.8451	0.7742	71	0.6136	0.8308	0.7059	65	0.8242	0.9067	0.8635	150	0.7368	0.8485	0.7887	33	0.8276	0.8571	0.8421	28	0.7475	0.8703	0.8043	0.9585
0.0906	62.0	6572	0.1340	0.6977	0.8451	0.7643	71	0.6292	0.8615	0.7273	65	0.8293	0.9067	0.8662	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7475	0.8790	0.8079	0.9573
0.0919	63.0	6678	0.1313	0.7143	0.8451	0.7742	71	0.625	0.8462	0.7190	65	0.8272	0.8933	0.8590	150	0.7632	0.8788	0.8169	33	0.8276	0.8571	0.8421	28	0.7531	0.8703	0.8075	0.9588
0.0904	64.0	6784	0.1321	0.7349	0.8592	0.7922	71	0.6353	0.8308	0.7200	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7587	0.8790	0.8144	0.9595
0.0927	65.0	6890	0.1333	0.6977	0.8451	0.7643	71	0.6111	0.8462	0.7097	65	0.8242	0.9067	0.8635	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7415	0.8761	0.8032	0.9571
0.0884	66.0	6996	0.1370	0.6932	0.8592	0.7673	71	0.6292	0.8615	0.7273	65	0.8242	0.9067	0.8635	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7445	0.8818	0.8074	0.9568
0.0899	67.0	7102	0.1312	0.7381	0.8732	0.8	71	0.6395	0.8462	0.7285	65	0.8253	0.9133	0.8671	150	0.7073	0.8788	0.7838	33	0.8276	0.8571	0.8421	28	0.7562	0.8847	0.8154	0.9600
0.0876	68.0	7208	0.1309	0.7059	0.8451	0.7692	71	0.625	0.8462	0.7190	65	0.8303	0.9133	0.8698	150	0.7436	0.8788	0.8056	33	0.8276	0.8571	0.8421	28	0.7512	0.8790	0.8101	0.9590
0.0893	69.0	7314	0.1296	0.7176	0.8592	0.7821	71	0.6548	0.8462	0.7383	65	0.8303	0.9133	0.8698	150	0.7632	0.8788	0.8169	33	0.8276	0.8571	0.8421	28	0.7631	0.8818	0.8182	0.9607
0.0866	70.0	7420	0.1294	0.7176	0.8592	0.7821	71	0.6548	0.8462	0.7383	65	0.8303	0.9133	0.8698	150	0.7632	0.8788	0.8169	33	0.8276	0.8571	0.8421	28	0.7631	0.8818	0.8182	0.9607
0.0891	71.0	7526	0.1395	0.6854	0.8592	0.7625	71	0.6154	0.8615	0.7179	65	0.8242	0.9067	0.8635	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7391	0.8818	0.8042	0.9556
0.0853	72.0	7632	0.1303	0.7176	0.8592	0.7821	71	0.6471	0.8462	0.7333	65	0.8293	0.9067	0.8662	150	0.7632	0.8788	0.8169	33	0.8276	0.8571	0.8421	28	0.7606	0.8790	0.8155	0.9600
0.0856	73.0	7738	0.1316	0.7059	0.8451	0.7692	71	0.6364	0.8615	0.7320	65	0.8293	0.9067	0.8662	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7512	0.8790	0.8101	0.9595
0.0858	74.0	7844	0.1282	0.7262	0.8592	0.7871	71	0.6585	0.8308	0.7347	65	0.8344	0.9067	0.8690	150	0.7436	0.8788	0.8056	33	0.8276	0.8571	0.8421	28	0.7657	0.8761	0.8172	0.9605
0.086	75.0	7950	0.1297	0.7176	0.8592	0.7821	71	0.6506	0.8308	0.7297	65	0.8293	0.9067	0.8662	150	0.7073	0.8788	0.7838	33	0.8276	0.8571	0.8421	28	0.7562	0.8761	0.8117	0.9588
0.0866	76.0	8056	0.1312	0.7209	0.8732	0.7898	71	0.6395	0.8462	0.7285	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7562	0.8847	0.8154	0.9590
0.0863	77.0	8162	0.1312	0.7209	0.8732	0.7898	71	0.6588	0.8615	0.7467	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7605	0.8876	0.8191	0.9595
0.0835	78.0	8268	0.1325	0.7241	0.8873	0.7975	71	0.6154	0.8615	0.7179	65	0.8253	0.9133	0.8671	150	0.7436	0.8788	0.8056	33	0.8276	0.8571	0.8421	28	0.75	0.8905	0.8142	0.9593
0.0842	79.0	8374	0.1358	0.7045	0.8732	0.7799	71	0.6222	0.8615	0.7226	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7476	0.8876	0.8116	0.9571
0.085	80.0	8480	0.1352	0.7045	0.8732	0.7799	71	0.6222	0.8615	0.7226	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7476	0.8876	0.8116	0.9578
0.0841	81.0	8586	0.1343	0.7126	0.8732	0.7848	71	0.6222	0.8615	0.7226	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7494	0.8876	0.8127	0.9581
0.0841	82.0	8692	0.1340	0.7045	0.8732	0.7799	71	0.6222	0.8615	0.7226	65	0.8253	0.9133	0.8671	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7458	0.8876	0.8105	0.9581
0.0842	83.0	8798	0.1333	0.7093	0.8592	0.7771	71	0.6222	0.8615	0.7226	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7488	0.8847	0.8111	0.9578
0.0836	84.0	8904	0.1342	0.7126	0.8732	0.7848	71	0.6222	0.8615	0.7226	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7494	0.8876	0.8127	0.9581
0.0838	85.0	9010	0.1347	0.6897	0.8451	0.7595	71	0.6154	0.8615	0.7179	65	0.8303	0.9133	0.8698	150	0.7436	0.8788	0.8056	33	0.8276	0.8571	0.8421	28	0.7445	0.8818	0.8074	0.9573
0.0827	86.0	9116	0.1327	0.7209	0.8732	0.7898	71	0.6588	0.8615	0.7467	65	0.8303	0.9133	0.8698	150	0.7436	0.8788	0.8056	33	0.8276	0.8571	0.8421	28	0.7624	0.8876	0.8202	0.9602
0.0821	87.0	9222	0.1330	0.7126	0.8732	0.7848	71	0.6364	0.8615	0.7320	65	0.8303	0.9133	0.8698	150	0.7436	0.8788	0.8056	33	0.8276	0.8571	0.8421	28	0.7549	0.8876	0.8159	0.9595
0.0817	88.0	9328	0.1328	0.7241	0.8873	0.7975	71	0.6437	0.8615	0.7368	65	0.8354	0.9133	0.8726	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7592	0.8905	0.8196	0.9600
0.0827	89.0	9434	0.1335	0.7241	0.8873	0.7975	71	0.6292	0.8615	0.7273	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7537	0.8905	0.8164	0.9585
0.083	90.0	9540	0.1332	0.7241	0.8873	0.7975	71	0.6364	0.8615	0.7320	65	0.8354	0.9133	0.8726	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7574	0.8905	0.8185	0.9597
0.0833	91.0	9646	0.1347	0.7126	0.8732	0.7848	71	0.6154	0.8615	0.7179	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7476	0.8876	0.8116	0.9576
0.0818	92.0	9752	0.1325	0.7241	0.8873	0.7975	71	0.625	0.8462	0.7190	65	0.8354	0.9133	0.8726	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7549	0.8876	0.8159	0.9600
0.0807	93.0	9858	0.1317	0.7209	0.8732	0.7898	71	0.6322	0.8462	0.7237	65	0.8354	0.9133	0.8726	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7562	0.8847	0.8154	0.9595
0.0814	94.0	9964	0.1338	0.7159	0.8873	0.7925	71	0.6364	0.8615	0.7320	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7537	0.8905	0.8164	0.9585
0.0826	95.0	10070	0.1336	0.7241	0.8873	0.7975	71	0.6364	0.8615	0.7320	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7555	0.8905	0.8175	0.9590
0.0816	96.0	10176	0.1336	0.7159	0.8873	0.7925	71	0.6364	0.8615	0.7320	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7537	0.8905	0.8164	0.9588
0.083	97.0	10282	0.1333	0.7159	0.8873	0.7925	71	0.6364	0.8615	0.7320	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7537	0.8905	0.8164	0.9593
0.082	98.0	10388	0.1331	0.7241	0.8873	0.7975	71	0.6364	0.8615	0.7320	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7555	0.8905	0.8175	0.9595
0.0804	99.0	10494	0.1334	0.7159	0.8873	0.7925	71	0.6364	0.8615	0.7320	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7537	0.8905	0.8164	0.9593
0.0806	100.0	10600	0.1331	0.7241	0.8873	0.7975	71	0.6364	0.8615	0.7320	65	0.8303	0.9133	0.8698	150	0.725	0.8788	0.7945	33	0.8276	0.8571	0.8421	28	0.7555	0.8905	0.8175	0.9595

Framework versions

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