nerugm-pt-pl30-2

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: 0.2094
• Location Precision: 0.8
• Location Recall: 0.8333
• Location F1: 0.8163
• Location Number: 72
• Organization Precision: 0.7143
• Organization Recall: 0.8
• Organization F1: 0.7547
• Organization Number: 75
• Person Precision: 0.8636
• Person Recall: 0.9301
• Person F1: 0.8956
• Person Number: 143
• Quantity Precision: 0.7037
• Quantity Recall: 0.8261
• Quantity F1: 0.76
• Quantity Number: 23
• Time Precision: 0.7097
• Time Recall: 0.8462
• Time F1: 0.7719
• Time Number: 26
• Overall Precision: 0.7925
• Overall Recall: 0.8673
• Overall F1: 0.8282
• Overall Accuracy: 0.9590

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
0.9989	1.0	106	0.5582	0.0	0.0	0.0	72	0.0	0.0	0.0	75	0.0909	0.0070	0.0130	143	0.0	0.0	0.0	23	0.0	0.0	0.0	26	0.0455	0.0029	0.0055	0.8469
0.4921	2.0	212	0.3282	0.4	0.1389	0.2062	72	0.0465	0.0267	0.0339	75	0.4880	0.7133	0.5795	143	0.1071	0.1304	0.1176	23	0.625	0.5769	0.6	26	0.4012	0.3894	0.3952	0.9014
0.3179	3.0	318	0.2382	0.5816	0.7917	0.6706	72	0.4175	0.5733	0.4831	75	0.7679	0.9021	0.8296	143	0.3488	0.6522	0.4545	23	0.6774	0.8077	0.7368	26	0.5982	0.7817	0.6777	0.9269
0.2251	4.0	424	0.2123	0.6591	0.8056	0.7250	72	0.5354	0.7067	0.6092	75	0.7688	0.9301	0.8418	143	0.3556	0.6957	0.4706	23	0.5676	0.8077	0.6667	26	0.6357	0.8289	0.7196	0.9322
0.1854	5.0	530	0.1583	0.7051	0.7639	0.7333	72	0.5816	0.76	0.6590	75	0.8165	0.9021	0.8571	143	0.4857	0.7391	0.5862	23	0.8519	0.8846	0.8679	26	0.7096	0.8289	0.7646	0.9485
0.1674	6.0	636	0.1546	0.6211	0.8194	0.7066	72	0.5701	0.8133	0.6703	75	0.8447	0.9510	0.8947	143	0.5	0.7391	0.5965	23	0.8	0.9231	0.8571	26	0.6956	0.8761	0.7755	0.9492
0.1515	7.0	742	0.1532	0.6941	0.8194	0.7516	72	0.6042	0.7733	0.6784	75	0.8344	0.9510	0.8889	143	0.4615	0.7826	0.5806	23	0.7188	0.8846	0.7931	26	0.7084	0.8673	0.7798	0.9512
0.1437	8.0	848	0.1440	0.6905	0.8056	0.7436	72	0.6105	0.7733	0.6824	75	0.8447	0.9510	0.8947	143	0.5588	0.8261	0.6667	23	0.6667	0.8462	0.7458	26	0.7199	0.8643	0.7855	0.9520
0.1356	9.0	954	0.1407	0.7037	0.7917	0.7451	72	0.6224	0.8133	0.7052	75	0.8509	0.9580	0.9013	143	0.6552	0.8261	0.7308	23	0.7	0.8077	0.75	26	0.7393	0.8702	0.7995	0.9537
0.1257	10.0	1060	0.1395	0.7436	0.8056	0.7733	72	0.6860	0.7867	0.7329	75	0.8481	0.9371	0.8904	143	0.5	0.7391	0.5965	23	0.6875	0.8462	0.7586	26	0.7474	0.8555	0.7978	0.9537
0.1201	11.0	1166	0.1356	0.7160	0.8056	0.7582	72	0.7079	0.84	0.7683	75	0.8562	0.9161	0.8851	143	0.5429	0.8261	0.6552	23	0.7419	0.8846	0.8070	26	0.7558	0.8673	0.8077	0.9550
0.1165	12.0	1272	0.1314	0.7403	0.7917	0.7651	72	0.7326	0.84	0.7826	75	0.8481	0.9371	0.8904	143	0.5312	0.7391	0.6182	23	0.9231	0.9231	0.9231	26	0.7784	0.8702	0.8217	0.9590
0.1099	13.0	1378	0.1359	0.7284	0.8194	0.7712	72	0.7045	0.8267	0.7607	75	0.8590	0.9371	0.8963	143	0.6333	0.8261	0.7170	23	0.8	0.9231	0.8571	26	0.7740	0.8791	0.8232	0.9590
0.1083	14.0	1484	0.1340	0.7536	0.7222	0.7376	72	0.7065	0.8667	0.7784	75	0.8481	0.9371	0.8904	143	0.5625	0.7826	0.6545	23	0.6774	0.8077	0.7368	26	0.7592	0.8555	0.8044	0.9567
0.1016	15.0	1590	0.1322	0.7436	0.8056	0.7733	72	0.6882	0.8533	0.7619	75	0.8590	0.9371	0.8963	143	0.7037	0.8261	0.76	23	0.8	0.9231	0.8571	26	0.7786	0.8820	0.8271	0.9595
0.0981	16.0	1696	0.1441	0.7468	0.8194	0.7815	72	0.6471	0.88	0.7458	75	0.8608	0.9510	0.9037	143	0.6429	0.7826	0.7059	23	0.7667	0.8846	0.8214	26	0.7607	0.8909	0.8207	0.9567
0.0971	17.0	1802	0.1418	0.7125	0.7917	0.75	72	0.7191	0.8533	0.7805	75	0.8590	0.9371	0.8963	143	0.5806	0.7826	0.6667	23	0.7188	0.8846	0.7931	26	0.7629	0.8732	0.8143	0.9572
0.0915	18.0	1908	0.1390	0.7273	0.7778	0.7517	72	0.7195	0.7867	0.7516	75	0.8471	0.9301	0.8867	143	0.6129	0.8261	0.7037	23	0.7586	0.8462	0.8	26	0.7686	0.8525	0.8084	0.9585
0.0887	19.0	2014	0.1417	0.7532	0.8056	0.7785	72	0.6979	0.8933	0.7836	75	0.8462	0.9231	0.8829	143	0.5455	0.7826	0.6429	23	0.7667	0.8846	0.8214	26	0.7602	0.8791	0.8153	0.9575
0.085	20.0	2120	0.1567	0.7531	0.8472	0.7974	72	0.6633	0.8667	0.7514	75	0.8553	0.9510	0.9007	143	0.6207	0.7826	0.6923	23	0.7419	0.8846	0.8070	26	0.7613	0.8938	0.8223	0.9557
0.0818	21.0	2226	0.1481	0.7808	0.7917	0.7862	72	0.6667	0.8267	0.7381	75	0.8599	0.9441	0.9	143	0.5806	0.7826	0.6667	23	0.8214	0.8846	0.8519	26	0.7723	0.8702	0.8183	0.9582
0.081	22.0	2332	0.1591	0.7973	0.8194	0.8082	72	0.6126	0.9067	0.7312	75	0.8590	0.9371	0.8963	143	0.5806	0.7826	0.6667	23	0.7586	0.8462	0.8	26	0.7506	0.8879	0.8135	0.9542
0.0781	23.0	2438	0.1433	0.7857	0.7639	0.7746	72	0.6854	0.8133	0.7439	75	0.8654	0.9441	0.9030	143	0.5806	0.7826	0.6667	23	0.7931	0.8846	0.8364	26	0.7787	0.8614	0.8179	0.9585
0.0762	24.0	2544	0.1437	0.7532	0.8056	0.7785	72	0.7531	0.8133	0.7821	75	0.8535	0.9371	0.8933	143	0.6	0.7826	0.6792	23	0.7857	0.8462	0.8148	26	0.7855	0.8643	0.8230	0.9610
0.0758	25.0	2650	0.1509	0.7467	0.7778	0.7619	72	0.6476	0.9067	0.7556	75	0.8590	0.9371	0.8963	143	0.5455	0.7826	0.6429	23	0.7667	0.8846	0.8214	26	0.7494	0.8820	0.8103	0.9575
0.0739	26.0	2756	0.1418	0.7662	0.8194	0.7919	72	0.7531	0.8133	0.7821	75	0.8571	0.9231	0.8889	143	0.5455	0.7826	0.6429	23	0.8148	0.8462	0.8302	26	0.7849	0.8614	0.8214	0.9605
0.0712	27.0	2862	0.1468	0.7403	0.7917	0.7651	72	0.7531	0.8133	0.7821	75	0.8418	0.9301	0.8837	143	0.5862	0.7391	0.6538	23	0.7188	0.8846	0.7931	26	0.7719	0.8584	0.8128	0.9582
0.0698	28.0	2968	0.1401	0.7746	0.7639	0.7692	72	0.75	0.8	0.7742	75	0.8581	0.9301	0.8926	143	0.6786	0.8261	0.7451	23	0.7667	0.8846	0.8214	26	0.7967	0.8555	0.8250	0.9610
0.0676	29.0	3074	0.1520	0.7838	0.8056	0.7945	72	0.6737	0.8533	0.7529	75	0.8693	0.9301	0.8986	143	0.6	0.7826	0.6792	23	0.7097	0.8462	0.7719	26	0.7702	0.8702	0.8172	0.9565
0.0654	30.0	3180	0.1481	0.7662	0.8194	0.7919	72	0.7381	0.8267	0.7799	75	0.8571	0.9231	0.8889	143	0.6429	0.7826	0.7059	23	0.8214	0.8846	0.8519	26	0.7925	0.8673	0.8282	0.9617
0.0652	31.0	3286	0.1486	0.7917	0.7917	0.7917	72	0.7529	0.8533	0.8000	75	0.8758	0.9371	0.9054	143	0.6786	0.8261	0.7451	23	0.7419	0.8846	0.8070	26	0.8049	0.8761	0.8390	0.9617
0.0622	32.0	3392	0.1520	0.75	0.7917	0.7703	72	0.7209	0.8267	0.7702	75	0.8645	0.9371	0.8993	143	0.6207	0.7826	0.6923	23	0.7576	0.9615	0.8475	26	0.7810	0.8732	0.8245	0.9600
0.06	33.0	3498	0.1652	0.8056	0.8056	0.8056	72	0.6598	0.8533	0.7442	75	0.8516	0.9231	0.8859	143	0.5667	0.7391	0.6415	23	0.6970	0.8846	0.7797	26	0.7597	0.8673	0.8099	0.9565
0.0588	34.0	3604	0.1578	0.8082	0.8194	0.8138	72	0.6915	0.8667	0.7692	75	0.8571	0.9231	0.8889	143	0.6207	0.7826	0.6923	23	0.6875	0.8462	0.7586	26	0.7749	0.8732	0.8211	0.9592
0.0592	35.0	3710	0.1643	0.8	0.8333	0.8163	72	0.6531	0.8533	0.7399	75	0.8506	0.9161	0.8822	143	0.6	0.7826	0.6792	23	0.6875	0.8462	0.7586	26	0.7584	0.8702	0.8104	0.9552
0.0587	36.0	3816	0.1596	0.7595	0.8333	0.7947	72	0.6774	0.84	0.75	75	0.8693	0.9301	0.8986	143	0.6	0.7826	0.6792	23	0.7667	0.8846	0.8214	26	0.7714	0.8761	0.8204	0.9595
0.0554	37.0	3922	0.1575	0.8286	0.8056	0.8169	72	0.6813	0.8267	0.7470	75	0.8571	0.9231	0.8889	143	0.6429	0.7826	0.7059	23	0.75	0.8077	0.7778	26	0.7844	0.8584	0.8197	0.9595
0.0552	38.0	4028	0.1589	0.8056	0.8056	0.8056	72	0.7195	0.7867	0.7516	75	0.8701	0.9371	0.9024	143	0.6207	0.7826	0.6923	23	0.7188	0.8846	0.7931	26	0.7913	0.8614	0.8249	0.9612
0.0541	39.0	4134	0.1692	0.7917	0.7917	0.7917	72	0.6703	0.8133	0.7349	75	0.8418	0.9301	0.8837	143	0.5806	0.7826	0.6667	23	0.6774	0.8077	0.7368	26	0.7572	0.8555	0.8033	0.9560
0.0509	40.0	4240	0.1664	0.7733	0.8056	0.7891	72	0.7195	0.7867	0.7516	75	0.8590	0.9371	0.8963	143	0.6923	0.7826	0.7347	23	0.75	0.9231	0.8276	26	0.7898	0.8643	0.8254	0.9597
0.0519	41.0	4346	0.1750	0.8219	0.8333	0.8276	72	0.6566	0.8667	0.7471	75	0.8535	0.9371	0.8933	143	0.6207	0.7826	0.6923	23	0.75	0.9231	0.8276	26	0.7718	0.8879	0.8258	0.9570
0.053	42.0	4452	0.1679	0.8	0.8333	0.8163	72	0.7531	0.8133	0.7821	75	0.8506	0.9161	0.8822	143	0.6	0.7826	0.6792	23	0.7419	0.8846	0.8070	26	0.7898	0.8643	0.8254	0.9582
0.0497	43.0	4558	0.1670	0.8026	0.8472	0.8243	72	0.7436	0.7733	0.7582	75	0.8590	0.9371	0.8963	143	0.6	0.7826	0.6792	23	0.7931	0.8846	0.8364	26	0.7967	0.8673	0.8305	0.9595
0.0496	44.0	4664	0.1671	0.7662	0.8194	0.7919	72	0.7126	0.8267	0.7654	75	0.8636	0.9301	0.8956	143	0.7308	0.8261	0.7755	23	0.7097	0.8462	0.7719	26	0.7867	0.8702	0.8263	0.9577
0.0499	45.0	4770	0.1811	0.7662	0.8194	0.7919	72	0.7179	0.7467	0.7320	75	0.8302	0.9231	0.8742	143	0.6207	0.7826	0.6923	23	0.7333	0.8462	0.7857	26	0.7694	0.8466	0.8062	0.9560
0.0457	46.0	4876	0.1714	0.7895	0.8333	0.8108	72	0.7143	0.8	0.7547	75	0.8590	0.9371	0.8963	143	0.6333	0.8261	0.7170	23	0.7667	0.8846	0.8214	26	0.7872	0.8732	0.8280	0.9592
0.0479	47.0	4982	0.1743	0.7945	0.8056	0.8	72	0.6632	0.84	0.7412	75	0.8526	0.9301	0.8896	143	0.6129	0.8261	0.7037	23	0.7931	0.8846	0.8364	26	0.7708	0.8732	0.8188	0.9570
0.0451	48.0	5088	0.1729	0.7838	0.8056	0.7945	72	0.7349	0.8133	0.7722	75	0.8693	0.9301	0.8986	143	0.7037	0.8261	0.76	23	0.7931	0.8846	0.8364	26	0.8033	0.8673	0.8340	0.9602
0.0456	49.0	5194	0.1744	0.7792	0.8333	0.8054	72	0.7470	0.8267	0.7848	75	0.8581	0.9301	0.8926	143	0.6786	0.8261	0.7451	23	0.7419	0.8846	0.8070	26	0.7941	0.8761	0.8331	0.9592
0.0422	50.0	5300	0.1774	0.7792	0.8333	0.8054	72	0.6782	0.7867	0.7284	75	0.8701	0.9371	0.9024	143	0.6207	0.7826	0.6923	23	0.7857	0.8462	0.8148	26	0.7813	0.8643	0.8207	0.9585
0.0435	51.0	5406	0.1746	0.7821	0.8472	0.8133	72	0.7273	0.8533	0.7853	75	0.8636	0.9301	0.8956	143	0.6552	0.8261	0.7308	23	0.7333	0.8462	0.7857	26	0.7889	0.8820	0.8329	0.9597
0.0439	52.0	5512	0.1773	0.7763	0.8194	0.7973	72	0.6739	0.8267	0.7425	75	0.8693	0.9301	0.8986	143	0.7037	0.8261	0.76	23	0.7419	0.8846	0.8070	26	0.7810	0.8732	0.8245	0.9602
0.0416	53.0	5618	0.1792	0.7867	0.8194	0.8027	72	0.6703	0.8133	0.7349	75	0.8758	0.9371	0.9054	143	0.6333	0.8261	0.7170	23	0.8214	0.8846	0.8519	26	0.7851	0.8732	0.8268	0.9595
0.0399	54.0	5724	0.1828	0.7792	0.8333	0.8054	72	0.7159	0.84	0.7730	75	0.8701	0.9371	0.9024	143	0.6552	0.8261	0.7308	23	0.7	0.8077	0.75	26	0.7857	0.8761	0.8285	0.9590
0.0422	55.0	5830	0.1851	0.7792	0.8333	0.8054	72	0.6701	0.8667	0.7558	75	0.8758	0.9371	0.9054	143	0.7037	0.8261	0.76	23	0.7333	0.8462	0.7857	26	0.7812	0.8850	0.8299	0.9587
0.0426	56.0	5936	0.1792	0.7733	0.8056	0.7891	72	0.7439	0.8133	0.7771	75	0.8701	0.9371	0.9024	143	0.6786	0.8261	0.7451	23	0.7586	0.8462	0.8	26	0.7989	0.8673	0.8317	0.9612
0.0414	57.0	6042	0.1741	0.7867	0.8194	0.8027	72	0.7531	0.8133	0.7821	75	0.8571	0.9231	0.8889	143	0.6786	0.8261	0.7451	23	0.8077	0.8077	0.8077	26	0.8022	0.8614	0.8307	0.9610
0.0386	58.0	6148	0.1852	0.7949	0.8611	0.8267	72	0.7273	0.8533	0.7853	75	0.8693	0.9301	0.8986	143	0.6129	0.8261	0.7037	23	0.75	0.8077	0.7778	26	0.7910	0.8820	0.8340	0.9607
0.0391	59.0	6254	0.1887	0.7625	0.8472	0.8026	72	0.7	0.84	0.7636	75	0.8758	0.9371	0.9054	143	0.6552	0.8261	0.7308	23	0.6562	0.8077	0.7241	26	0.7760	0.8791	0.8243	0.9585
0.0377	60.0	6360	0.1904	0.7722	0.8472	0.8079	72	0.7033	0.8533	0.7711	75	0.8645	0.9371	0.8993	143	0.6129	0.8261	0.7037	23	0.7	0.8077	0.75	26	0.7746	0.8820	0.8248	0.9575
0.0377	61.0	6466	0.1901	0.7973	0.8194	0.8082	72	0.6897	0.8	0.7407	75	0.8636	0.9301	0.8956	143	0.6552	0.8261	0.7308	23	0.7586	0.8462	0.8	26	0.7855	0.8643	0.8230	0.9580
0.0365	62.0	6572	0.1923	0.7895	0.8333	0.8108	72	0.6923	0.84	0.7590	75	0.8701	0.9371	0.9024	143	0.6333	0.8261	0.7170	23	0.7	0.8077	0.75	26	0.7795	0.8761	0.825	0.9585
0.0381	63.0	6678	0.1893	0.8267	0.8611	0.8435	72	0.7045	0.8267	0.7607	75	0.8581	0.9301	0.8926	143	0.6786	0.8261	0.7451	23	0.75	0.8077	0.7778	26	0.7941	0.8761	0.8331	0.9600
0.0356	64.0	6784	0.1921	0.8158	0.8611	0.8378	72	0.6966	0.8267	0.7561	75	0.8693	0.9301	0.8986	143	0.6786	0.8261	0.7451	23	0.7	0.8077	0.75	26	0.7899	0.8761	0.8308	0.9592
0.0359	65.0	6890	0.1849	0.7922	0.8472	0.8188	72	0.7262	0.8133	0.7673	75	0.8442	0.9091	0.8754	143	0.6786	0.8261	0.7451	23	0.7586	0.8462	0.8	26	0.7876	0.8643	0.8242	0.9597
0.0352	66.0	6996	0.1958	0.8026	0.8472	0.8243	72	0.7045	0.8267	0.7607	75	0.8581	0.9301	0.8926	143	0.6552	0.8261	0.7308	23	0.7586	0.8462	0.8	26	0.7878	0.8761	0.8296	0.9597
0.0339	67.0	7102	0.1901	0.8133	0.8472	0.8299	72	0.7209	0.8267	0.7702	75	0.8693	0.9301	0.8986	143	0.6552	0.8261	0.7308	23	0.75	0.8077	0.7778	26	0.7978	0.8732	0.8338	0.9610
0.0349	68.0	7208	0.2037	0.7778	0.875	0.8235	72	0.6774	0.84	0.75	75	0.8701	0.9371	0.9024	143	0.6786	0.8261	0.7451	23	0.6452	0.7692	0.7018	26	0.7726	0.8820	0.8237	0.9562
0.0338	69.0	7314	0.1915	0.8108	0.8333	0.8219	72	0.6977	0.8	0.7453	75	0.8590	0.9371	0.8963	143	0.7037	0.8261	0.76	23	0.7778	0.8077	0.7925	26	0.7946	0.8673	0.8293	0.9595
0.0343	70.0	7420	0.1888	0.8219	0.8333	0.8276	72	0.7407	0.8	0.7692	75	0.8645	0.9371	0.8993	143	0.7037	0.8261	0.76	23	0.7241	0.8077	0.7636	26	0.8055	0.8673	0.8352	0.9597
0.0328	71.0	7526	0.1877	0.8108	0.8333	0.8219	72	0.7045	0.8267	0.7607	75	0.8684	0.9231	0.8949	143	0.7308	0.8261	0.7755	23	0.7586	0.8462	0.8	26	0.7995	0.8702	0.8333	0.9600
0.0323	72.0	7632	0.1966	0.8108	0.8333	0.8219	72	0.7024	0.7867	0.7421	75	0.8636	0.9301	0.8956	143	0.7308	0.8261	0.7755	23	0.7097	0.8462	0.7719	26	0.7940	0.8643	0.8277	0.9597
0.0322	73.0	7738	0.1963	0.8108	0.8333	0.8219	72	0.7209	0.8267	0.7702	75	0.8766	0.9441	0.9091	143	0.7037	0.8261	0.76	23	0.7857	0.8462	0.8148	26	0.8076	0.8791	0.8418	0.9602
0.0315	74.0	7844	0.1972	0.8026	0.8472	0.8243	72	0.7059	0.8	0.7500	75	0.8766	0.9441	0.9091	143	0.6786	0.8261	0.7451	23	0.7097	0.8462	0.7719	26	0.7941	0.8761	0.8331	0.9595
0.032	75.0	7950	0.2017	0.7895	0.8333	0.8108	72	0.7143	0.8	0.7547	75	0.8645	0.9371	0.8993	143	0.6786	0.8261	0.7451	23	0.7586	0.8462	0.8	26	0.7930	0.8702	0.8298	0.9597
0.03	76.0	8056	0.2012	0.7895	0.8333	0.8108	72	0.7065	0.8667	0.7784	75	0.8581	0.9301	0.8926	143	0.7037	0.8261	0.76	23	0.7586	0.8462	0.8	26	0.7889	0.8820	0.8329	0.9597
0.0319	77.0	8162	0.1985	0.8133	0.8472	0.8299	72	0.6977	0.8	0.7453	75	0.8590	0.9371	0.8963	143	0.7037	0.8261	0.76	23	0.7586	0.8462	0.8	26	0.7936	0.8732	0.8315	0.9592
0.0291	78.0	8268	0.2031	0.7922	0.8472	0.8188	72	0.6932	0.8133	0.7485	75	0.8758	0.9371	0.9054	143	0.6786	0.8261	0.7451	23	0.7586	0.8462	0.8	26	0.792	0.8761	0.8319	0.9600
0.0281	79.0	8374	0.2041	0.8158	0.8611	0.8378	72	0.6889	0.8267	0.7515	75	0.8693	0.9301	0.8986	143	0.6786	0.8261	0.7451	23	0.7586	0.8462	0.8	26	0.7926	0.8791	0.8336	0.9597
0.0275	80.0	8480	0.2045	0.7895	0.8333	0.8108	72	0.7126	0.8267	0.7654	75	0.8766	0.9441	0.9091	143	0.7037	0.8261	0.76	23	0.7333	0.8462	0.7857	26	0.7968	0.8791	0.8359	0.9605
0.0268	81.0	8586	0.2033	0.8	0.8333	0.8163	72	0.7160	0.7733	0.7436	75	0.8590	0.9371	0.8963	143	0.6786	0.8261	0.7451	23	0.7333	0.8462	0.7857	26	0.7919	0.8643	0.8265	0.9587
0.027	82.0	8692	0.2151	0.7922	0.8472	0.8188	72	0.6932	0.8133	0.7485	75	0.8581	0.9301	0.8926	143	0.6333	0.8261	0.7170	23	0.7097	0.8462	0.7719	26	0.7769	0.8732	0.8222	0.9580
0.0288	83.0	8798	0.2049	0.7895	0.8333	0.8108	72	0.7024	0.7867	0.7421	75	0.8636	0.9301	0.8956	143	0.7037	0.8261	0.76	23	0.7333	0.8462	0.7857	26	0.7898	0.8643	0.8254	0.9587
0.0283	84.0	8904	0.2062	0.8108	0.8333	0.8219	72	0.7093	0.8133	0.7578	75	0.8645	0.9371	0.8993	143	0.6786	0.8261	0.7451	23	0.7586	0.8462	0.8	26	0.7957	0.8732	0.8326	0.9595
0.0272	85.0	9010	0.2097	0.8219	0.8333	0.8276	72	0.7195	0.7867	0.7516	75	0.8636	0.9301	0.8956	143	0.6786	0.8261	0.7451	23	0.7667	0.8846	0.8214	26	0.8011	0.8673	0.8329	0.9587
0.0272	86.0	9116	0.2123	0.8	0.8333	0.8163	72	0.6818	0.8	0.7362	75	0.8636	0.9301	0.8956	143	0.6552	0.8261	0.7308	23	0.7333	0.8462	0.7857	26	0.7819	0.8673	0.8224	0.9577
0.025	87.0	9222	0.2156	0.8	0.8333	0.8163	72	0.6977	0.8	0.7453	75	0.8636	0.9301	0.8956	143	0.6786	0.8261	0.7451	23	0.7931	0.8846	0.8364	26	0.7930	0.8702	0.8298	0.9580
0.0266	88.0	9328	0.2110	0.8	0.8333	0.8163	72	0.6988	0.7733	0.7342	75	0.8636	0.9301	0.8956	143	0.6552	0.8261	0.7308	23	0.7667	0.8846	0.8214	26	0.7898	0.8643	0.8254	0.9592
0.027	89.0	9434	0.2078	0.8	0.8333	0.8163	72	0.7308	0.76	0.7451	75	0.8636	0.9301	0.8956	143	0.6552	0.8261	0.7308	23	0.7241	0.8077	0.7636	26	0.7945	0.8555	0.8239	0.9590
0.026	90.0	9540	0.2093	0.7895	0.8333	0.8108	72	0.7160	0.7733	0.7436	75	0.8571	0.9231	0.8889	143	0.6333	0.8261	0.7170	23	0.7097	0.8462	0.7719	26	0.7823	0.8584	0.8186	0.9572
0.0253	91.0	9646	0.2077	0.8	0.8333	0.8163	72	0.7108	0.7867	0.7468	75	0.8636	0.9301	0.8956	143	0.7037	0.8261	0.76	23	0.7097	0.8462	0.7719	26	0.7919	0.8643	0.8265	0.9587
0.026	92.0	9752	0.2064	0.8	0.8333	0.8163	72	0.7342	0.7733	0.7532	75	0.8693	0.9301	0.8986	143	0.7037	0.8261	0.76	23	0.7097	0.8462	0.7719	26	0.8	0.8614	0.8295	0.9597
0.026	93.0	9858	0.2091	0.7895	0.8333	0.8108	72	0.6905	0.7733	0.7296	75	0.8636	0.9301	0.8956	143	0.7037	0.8261	0.76	23	0.7097	0.8462	0.7719	26	0.7849	0.8614	0.8214	0.9585
0.0253	94.0	9964	0.2093	0.8108	0.8333	0.8219	72	0.725	0.7733	0.7484	75	0.8636	0.9301	0.8956	143	0.7037	0.8261	0.76	23	0.7097	0.8462	0.7719	26	0.7978	0.8614	0.8284	0.9587
0.0255	95.0	10070	0.2069	0.8	0.8333	0.8163	72	0.7229	0.8	0.7595	75	0.8693	0.9301	0.8986	143	0.7037	0.8261	0.76	23	0.7097	0.8462	0.7719	26	0.7967	0.8673	0.8305	0.9595
0.0252	96.0	10176	0.2084	0.7895	0.8333	0.8108	72	0.7108	0.7867	0.7468	75	0.8636	0.9301	0.8956	143	0.7037	0.8261	0.76	23	0.7097	0.8462	0.7719	26	0.7898	0.8643	0.8254	0.9592
0.0251	97.0	10282	0.2088	0.8	0.8333	0.8163	72	0.725	0.7733	0.7484	75	0.8636	0.9301	0.8956	143	0.7037	0.8261	0.76	23	0.7097	0.8462	0.7719	26	0.7956	0.8614	0.8272	0.9590
0.027	98.0	10388	0.2080	0.8	0.8333	0.8163	72	0.725	0.7733	0.7484	75	0.8636	0.9301	0.8956	143	0.7037	0.8261	0.76	23	0.7097	0.8462	0.7719	26	0.7956	0.8614	0.8272	0.9590
0.0239	99.0	10494	0.2092	0.8	0.8333	0.8163	72	0.7143	0.8	0.7547	75	0.8636	0.9301	0.8956	143	0.7037	0.8261	0.76	23	0.7097	0.8462	0.7719	26	0.7925	0.8673	0.8282	0.9590
0.0246	100.0	10600	0.2094	0.8	0.8333	0.8163	72	0.7143	0.8	0.7547	75	0.8636	0.9301	0.8956	143	0.7037	0.8261	0.76	23	0.7097	0.8462	0.7719	26	0.7925	0.8673	0.8282	0.9590

Framework versions

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