nerugm-seq_bn-1

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: 0.1642
• Location Precision: 0.7195
• Location Recall: 0.8551
• Location F1: 0.7815
• Location Number: 69
• Organization Precision: 0.6098
• Organization Recall: 0.8197
• Organization F1: 0.6993
• Organization Number: 61
• Person Precision: 0.8494
• Person Recall: 0.9216
• Person F1: 0.8840
• Person Number: 153
• Quantity Precision: 0.7105
• Quantity Recall: 0.8438
• Quantity F1: 0.7714
• Quantity Number: 32
• Time Precision: 0.7941
• Time Recall: 0.8710
• Time F1: 0.8308
• Time Number: 31
• Overall Precision: 0.7562
• Overall Recall: 0.8786
• Overall F1: 0.8128
• Overall Accuracy: 0.9604

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
0.9293	1.0	106	0.6360	0.0	0.0	0.0	69	0.0	0.0	0.0	61	0.25	0.0065	0.0127	153	0.0	0.0	0.0	32	0.0	0.0	0.0	31	0.2	0.0029	0.0057	0.8358
0.5712	2.0	212	0.4339	0.5	0.1449	0.2247	69	0.08	0.0328	0.0465	61	0.4311	0.4706	0.45	153	0.0	0.0	0.0	32	0.6667	0.4516	0.5385	31	0.4206	0.2832	0.3385	0.8806
0.4084	3.0	318	0.3173	0.5063	0.5797	0.5405	69	0.3036	0.2787	0.2906	61	0.5535	0.7778	0.6467	153	0.2333	0.2188	0.2258	32	0.6667	0.7097	0.6875	31	0.4964	0.5925	0.5402	0.9165
0.306	4.0	424	0.2266	0.5595	0.6812	0.6144	69	0.4643	0.4262	0.4444	61	0.6989	0.8497	0.7670	153	0.5676	0.6562	0.6087	32	0.8065	0.8065	0.8065	31	0.6320	0.7197	0.6730	0.9371
0.2369	5.0	530	0.2118	0.5189	0.7971	0.6286	69	0.4651	0.6557	0.5442	61	0.7158	0.8889	0.7930	153	0.4583	0.6875	0.5500	32	0.7879	0.8387	0.8125	31	0.6026	0.8064	0.6897	0.9381
0.1993	6.0	636	0.1713	0.6129	0.8261	0.7037	69	0.5366	0.7213	0.6154	61	0.7701	0.8758	0.8196	153	0.5122	0.6562	0.5753	32	0.8438	0.8710	0.8571	31	0.6706	0.8179	0.7370	0.9482
0.1745	7.0	742	0.1560	0.6914	0.8116	0.7467	69	0.5233	0.7377	0.6122	61	0.7988	0.8824	0.8385	153	0.5476	0.7188	0.6216	32	0.8438	0.8710	0.8571	31	0.6976	0.8266	0.7566	0.9512
0.158	8.0	848	0.1504	0.7024	0.8551	0.7712	69	0.5476	0.7541	0.6345	61	0.8036	0.8824	0.8411	153	0.5610	0.7188	0.6301	32	0.6842	0.8387	0.7536	31	0.6964	0.8353	0.7595	0.9522
0.1464	9.0	954	0.1448	0.6897	0.8696	0.7692	69	0.5366	0.7213	0.6154	61	0.8182	0.8824	0.8491	153	0.6	0.75	0.6667	32	0.7429	0.8387	0.7879	31	0.7066	0.8353	0.7656	0.9529
0.14	10.0	1060	0.1318	0.75	0.8261	0.7862	69	0.5676	0.6885	0.6222	61	0.8210	0.8693	0.8444	153	0.6757	0.7812	0.7246	32	0.75	0.8710	0.8060	31	0.7377	0.8208	0.7770	0.9584
0.1336	11.0	1166	0.1326	0.6941	0.8551	0.7662	69	0.5857	0.6721	0.6260	61	0.8344	0.8889	0.8608	153	0.5854	0.75	0.6575	32	0.7297	0.8710	0.7941	31	0.7247	0.8295	0.7736	0.9559
0.126	12.0	1272	0.1323	0.7229	0.8696	0.7895	69	0.6111	0.7213	0.6617	61	0.8284	0.9150	0.8696	153	0.5714	0.75	0.6486	32	0.75	0.8710	0.8060	31	0.7338	0.8526	0.7888	0.9569
0.1209	13.0	1378	0.1298	0.7317	0.8696	0.7947	69	0.6	0.7869	0.6809	61	0.8323	0.9085	0.8688	153	0.6944	0.7812	0.7353	32	0.7941	0.8710	0.8308	31	0.7494	0.8642	0.8027	0.9601
0.1172	14.0	1484	0.1449	0.7284	0.8551	0.7867	69	0.5699	0.8689	0.6883	61	0.8150	0.9216	0.8650	153	0.5714	0.75	0.6486	32	0.6842	0.8387	0.7536	31	0.7096	0.8757	0.7840	0.9529
0.1135	15.0	1590	0.1262	0.7407	0.8696	0.8000	69	0.6479	0.7541	0.6970	61	0.8293	0.8889	0.8580	153	0.6944	0.7812	0.7353	32	0.7941	0.8710	0.8308	31	0.7617	0.8497	0.8033	0.9606
0.1087	16.0	1696	0.1269	0.7595	0.8696	0.8108	69	0.6203	0.8033	0.7	61	0.8263	0.9020	0.8625	153	0.6944	0.7812	0.7353	32	0.7941	0.8710	0.8308	31	0.7570	0.8642	0.8070	0.9611
0.1041	17.0	1802	0.1356	0.7407	0.8696	0.8000	69	0.65	0.8525	0.7376	61	0.8313	0.9020	0.8652	153	0.6190	0.8125	0.7027	32	0.7714	0.8710	0.8182	31	0.75	0.8757	0.8080	0.9584
0.102	18.0	1908	0.1280	0.75	0.8696	0.8054	69	0.6338	0.7377	0.6818	61	0.8354	0.8954	0.8644	153	0.6757	0.7812	0.7246	32	0.7429	0.8387	0.7879	31	0.7571	0.8468	0.7995	0.9606
0.0999	19.0	2014	0.1217	0.7821	0.8841	0.8299	69	0.6053	0.7541	0.6715	61	0.8415	0.9020	0.8707	153	0.6316	0.75	0.6857	32	0.7941	0.8710	0.8308	31	0.7590	0.8555	0.8043	0.9623
0.0942	20.0	2120	0.1324	0.7229	0.8696	0.7895	69	0.6623	0.8361	0.7391	61	0.8343	0.9216	0.8758	153	0.65	0.8125	0.7222	32	0.7105	0.8710	0.7826	31	0.7494	0.8815	0.8101	0.9604
0.0932	21.0	2226	0.1428	0.6932	0.8841	0.7771	69	0.6386	0.8689	0.7361	61	0.8294	0.9216	0.8731	153	0.625	0.7812	0.6944	32	0.7027	0.8387	0.7647	31	0.7321	0.8844	0.8010	0.9564
0.0916	22.0	2332	0.1281	0.7595	0.8696	0.8108	69	0.6711	0.8361	0.7445	61	0.8393	0.9216	0.8785	153	0.6944	0.7812	0.7353	32	0.7647	0.8387	0.8000	31	0.7710	0.8757	0.8200	0.9628
0.0892	23.0	2438	0.1260	0.7692	0.8696	0.8163	69	0.6711	0.8361	0.7445	61	0.8443	0.9216	0.8812	153	0.6667	0.8125	0.7324	32	0.7647	0.8387	0.8000	31	0.7716	0.8786	0.8216	0.9628
0.0865	24.0	2544	0.1433	0.6897	0.8696	0.7692	69	0.6463	0.8689	0.7413	61	0.8443	0.9216	0.8812	153	0.6667	0.8125	0.7324	32	0.7027	0.8387	0.7647	31	0.7427	0.8844	0.8074	0.9579
0.0834	25.0	2650	0.1323	0.7595	0.8696	0.8108	69	0.6790	0.9016	0.7746	61	0.8494	0.9216	0.8840	153	0.65	0.8125	0.7222	32	0.7429	0.8387	0.7879	31	0.7681	0.8902	0.8246	0.9614
0.0823	26.0	2756	0.1324	0.7595	0.8696	0.8108	69	0.6627	0.9016	0.7639	61	0.8494	0.9216	0.8840	153	0.6923	0.8438	0.7606	32	0.7647	0.8387	0.8000	31	0.7706	0.8931	0.8273	0.9616
0.0809	27.0	2862	0.1321	0.75	0.8696	0.8054	69	0.6623	0.8361	0.7391	61	0.8537	0.9150	0.8833	153	0.6923	0.8438	0.7606	32	0.7647	0.8387	0.8000	31	0.7716	0.8786	0.8216	0.9616
0.0793	28.0	2968	0.1276	0.75	0.8696	0.8054	69	0.625	0.7377	0.6767	61	0.8545	0.9216	0.8868	153	0.6842	0.8125	0.7429	32	0.7429	0.8387	0.7879	31	0.7641	0.8613	0.8098	0.9619
0.0759	29.0	3074	0.1305	0.75	0.8696	0.8054	69	0.6582	0.8525	0.7429	61	0.8485	0.9150	0.8805	153	0.7027	0.8125	0.7536	32	0.7647	0.8387	0.8000	31	0.7696	0.8786	0.8205	0.9616
0.0742	30.0	3180	0.1352	0.7407	0.8696	0.8000	69	0.6235	0.8689	0.7260	61	0.8494	0.9216	0.8840	153	0.6857	0.75	0.7164	32	0.7647	0.8387	0.8000	31	0.7581	0.8786	0.8139	0.9596
0.0755	31.0	3286	0.1235	0.7284	0.8551	0.7867	69	0.6438	0.7705	0.7015	61	0.8434	0.9150	0.8777	153	0.7222	0.8125	0.7647	32	0.7941	0.8710	0.8308	31	0.7667	0.8642	0.8125	0.9628
0.0709	32.0	3392	0.1266	0.7375	0.8551	0.7919	69	0.6506	0.8852	0.75	61	0.8537	0.9150	0.8833	153	0.7222	0.8125	0.7647	32	0.7647	0.8387	0.8000	31	0.7683	0.8815	0.8210	0.9628
0.0711	33.0	3498	0.1263	0.7692	0.8696	0.8163	69	0.6795	0.8689	0.7626	61	0.8537	0.9150	0.8833	153	0.6944	0.7812	0.7353	32	0.7879	0.8387	0.8125	31	0.7815	0.8786	0.8272	0.9646
0.0698	34.0	3604	0.1398	0.7317	0.8696	0.7947	69	0.6235	0.8689	0.7260	61	0.8503	0.9281	0.8875	153	0.65	0.8125	0.7222	32	0.7429	0.8387	0.7879	31	0.7506	0.8873	0.8132	0.9591
0.0669	35.0	3710	0.1391	0.6988	0.8406	0.7632	69	0.6136	0.8852	0.7248	61	0.8598	0.9216	0.8896	153	0.6667	0.8125	0.7324	32	0.7879	0.8387	0.8125	31	0.7494	0.8815	0.8101	0.9586
0.0659	36.0	3816	0.1316	0.7195	0.8551	0.7815	69	0.6310	0.8689	0.7310	61	0.8606	0.9281	0.8931	153	0.7222	0.8125	0.7647	32	0.7647	0.8387	0.8000	31	0.7631	0.8844	0.8193	0.9623
0.0627	37.0	3922	0.1347	0.7108	0.8551	0.7763	69	0.6207	0.8852	0.7297	61	0.8598	0.9216	0.8896	153	0.7027	0.8125	0.7536	32	0.8182	0.8710	0.8438	31	0.7599	0.8873	0.8187	0.9606
0.0627	38.0	4028	0.1356	0.7531	0.8841	0.8133	69	0.6463	0.8689	0.7413	61	0.8494	0.9216	0.8840	153	0.6842	0.8125	0.7429	32	0.7647	0.8387	0.8000	31	0.7656	0.8873	0.8220	0.9621
0.0592	39.0	4134	0.1278	0.7821	0.8841	0.8299	69	0.6494	0.8197	0.7246	61	0.8485	0.9150	0.8805	153	0.7222	0.8125	0.7647	32	0.8438	0.8710	0.8571	31	0.7835	0.8786	0.8283	0.9641
0.06	40.0	4240	0.1365	0.6905	0.8406	0.7582	69	0.65	0.8525	0.7376	61	0.8485	0.9150	0.8805	153	0.6667	0.8125	0.7324	32	0.7879	0.8387	0.8125	31	0.7531	0.8728	0.8086	0.9599
0.0583	41.0	4346	0.1365	0.7284	0.8551	0.7867	69	0.6548	0.9016	0.7586	61	0.8402	0.9281	0.8820	153	0.7222	0.8125	0.7647	32	0.7879	0.8387	0.8125	31	0.7643	0.8902	0.8224	0.9619
0.0592	42.0	4452	0.1467	0.75	0.8696	0.8054	69	0.6395	0.9016	0.7483	61	0.8614	0.9346	0.8966	153	0.6667	0.8125	0.7324	32	0.7429	0.8387	0.7879	31	0.7635	0.8960	0.8245	0.9594
0.0584	43.0	4558	0.1409	0.7531	0.8841	0.8133	69	0.625	0.8197	0.7092	61	0.8503	0.9281	0.8875	153	0.6341	0.8125	0.7123	32	0.7429	0.8387	0.7879	31	0.7550	0.8815	0.8133	0.9591
0.0571	44.0	4664	0.1371	0.7195	0.8551	0.7815	69	0.6386	0.8689	0.7361	61	0.8537	0.9150	0.8833	153	0.7429	0.8125	0.7761	32	0.8182	0.8710	0.8438	31	0.7683	0.8815	0.8210	0.9621
0.0568	45.0	4770	0.1323	0.7692	0.8696	0.8163	69	0.6625	0.8689	0.7518	61	0.8528	0.9085	0.8797	153	0.7222	0.8125	0.7647	32	0.8710	0.8710	0.8710	31	0.7861	0.8815	0.8311	0.9633
0.0518	46.0	4876	0.1402	0.7024	0.8551	0.7712	69	0.6386	0.8689	0.7361	61	0.8650	0.9216	0.8924	153	0.6579	0.7812	0.7143	32	0.8182	0.8710	0.8438	31	0.7606	0.8815	0.8166	0.9606
0.0529	47.0	4982	0.1366	0.7375	0.8551	0.7919	69	0.6310	0.8689	0.7310	61	0.8537	0.9150	0.8833	153	0.6757	0.7812	0.7246	32	0.8182	0.8710	0.8438	31	0.7638	0.8786	0.8172	0.9621
0.0516	48.0	5088	0.1416	0.7531	0.8841	0.8133	69	0.6447	0.8033	0.7153	61	0.8485	0.9150	0.8805	153	0.65	0.8125	0.7222	32	0.7941	0.8710	0.8308	31	0.7652	0.8757	0.8167	0.9599
0.0524	49.0	5194	0.1416	0.7531	0.8841	0.8133	69	0.6456	0.8361	0.7286	61	0.8606	0.9281	0.8931	153	0.6842	0.8125	0.7429	32	0.8438	0.8710	0.8571	31	0.7772	0.8873	0.8286	0.9616
0.0494	50.0	5300	0.1381	0.7595	0.8696	0.8108	69	0.6711	0.8361	0.7445	61	0.8545	0.9216	0.8868	153	0.6667	0.8125	0.7324	32	0.7941	0.8710	0.8308	31	0.7761	0.8815	0.8254	0.9621
0.0478	51.0	5406	0.1435	0.7722	0.8841	0.8243	69	0.6207	0.8852	0.7297	61	0.8545	0.9216	0.8868	153	0.75	0.8438	0.7941	32	0.8182	0.8710	0.8438	31	0.775	0.8960	0.8311	0.9623
0.0485	52.0	5512	0.1402	0.7922	0.8841	0.8356	69	0.6322	0.9016	0.7432	61	0.8545	0.9216	0.8868	153	0.7297	0.8438	0.7826	32	0.8438	0.8710	0.8571	31	0.7814	0.8988	0.8360	0.9626
0.0475	53.0	5618	0.1382	0.7922	0.8841	0.8356	69	0.6235	0.8689	0.7260	61	0.8494	0.9216	0.8840	153	0.7429	0.8125	0.7761	32	0.8438	0.8710	0.8571	31	0.7797	0.8902	0.8313	0.9631
0.0481	54.0	5724	0.1421	0.7375	0.8551	0.7919	69	0.6456	0.8361	0.7286	61	0.8545	0.9216	0.8868	153	0.675	0.8438	0.75	32	0.8182	0.8710	0.8438	31	0.7683	0.8815	0.8210	0.9606
0.0474	55.0	5830	0.1441	0.7821	0.8841	0.8299	69	0.6322	0.9016	0.7432	61	0.8512	0.9346	0.8910	153	0.7105	0.8438	0.7714	32	0.8182	0.8710	0.8438	31	0.7748	0.9046	0.8347	0.9619
0.0456	56.0	5936	0.1413	0.7108	0.8551	0.7763	69	0.6447	0.8033	0.7153	61	0.8606	0.9281	0.8931	153	0.675	0.8438	0.75	32	0.8182	0.8710	0.8438	31	0.7657	0.8786	0.8183	0.9614
0.0451	57.0	6042	0.1452	0.7284	0.8551	0.7867	69	0.6582	0.8525	0.7429	61	0.8563	0.9346	0.8938	153	0.6923	0.8438	0.7606	32	0.8182	0.8710	0.8438	31	0.7719	0.8902	0.8268	0.9626
0.0437	58.0	6148	0.1460	0.7108	0.8551	0.7763	69	0.6265	0.8525	0.7222	61	0.8659	0.9281	0.8959	153	0.6923	0.8438	0.7606	32	0.8438	0.8710	0.8571	31	0.7656	0.8873	0.8220	0.9616
0.0424	59.0	6254	0.1501	0.7284	0.8551	0.7867	69	0.6341	0.8525	0.7273	61	0.8503	0.9281	0.8875	153	0.6923	0.8438	0.7606	32	0.7714	0.8710	0.8182	31	0.7599	0.8873	0.8187	0.9604
0.0423	60.0	6360	0.1540	0.7407	0.8696	0.8000	69	0.6163	0.8689	0.7211	61	0.8452	0.9281	0.8847	153	0.6667	0.8125	0.7324	32	0.7941	0.8710	0.8308	31	0.7549	0.8902	0.8170	0.9604
0.041	61.0	6466	0.1479	0.75	0.8696	0.8054	69	0.6235	0.8689	0.7260	61	0.8494	0.9216	0.8840	153	0.6842	0.8125	0.7429	32	0.8182	0.8710	0.8438	31	0.7637	0.8873	0.8209	0.9611
0.0405	62.0	6572	0.1487	0.7108	0.8551	0.7763	69	0.6329	0.8197	0.7143	61	0.8452	0.9281	0.8847	153	0.7222	0.8125	0.7647	32	0.7941	0.8710	0.8308	31	0.76	0.8786	0.8150	0.9606
0.0394	63.0	6678	0.1480	0.7284	0.8551	0.7867	69	0.6235	0.8689	0.7260	61	0.8554	0.9281	0.8903	153	0.7429	0.8125	0.7761	32	0.8438	0.8710	0.8571	31	0.7694	0.8873	0.8242	0.9626
0.0384	64.0	6784	0.1568	0.7284	0.8551	0.7867	69	0.6279	0.8852	0.7347	61	0.8563	0.9346	0.8938	153	0.7105	0.8438	0.7714	32	0.7941	0.8710	0.8308	31	0.7635	0.8960	0.8245	0.9609
0.0397	65.0	6890	0.1487	0.7625	0.8841	0.8188	69	0.6098	0.8197	0.6993	61	0.8393	0.9216	0.8785	153	0.6923	0.8438	0.7606	32	0.7941	0.8710	0.8308	31	0.7593	0.8844	0.8171	0.9604
0.0388	66.0	6996	0.1625	0.7024	0.8551	0.7712	69	0.6047	0.8525	0.7075	61	0.8471	0.9412	0.8916	153	0.7105	0.8438	0.7714	32	0.7941	0.8710	0.8308	31	0.75	0.8931	0.8153	0.9601
0.0402	67.0	7102	0.1620	0.7349	0.8841	0.8026	69	0.6118	0.8525	0.7123	61	0.8512	0.9346	0.8910	153	0.675	0.8438	0.75	32	0.7941	0.8710	0.8308	31	0.7561	0.8960	0.8201	0.9596
0.0397	68.0	7208	0.1531	0.7108	0.8551	0.7763	69	0.6296	0.8361	0.7183	61	0.8494	0.9216	0.8840	153	0.7105	0.8438	0.7714	32	0.7941	0.8710	0.8308	31	0.7587	0.8815	0.8155	0.9604
0.0383	69.0	7314	0.1517	0.7595	0.8696	0.8108	69	0.6071	0.8361	0.7034	61	0.8452	0.9281	0.8847	153	0.7297	0.8438	0.7826	32	0.8182	0.8710	0.8438	31	0.7656	0.8873	0.8220	0.9619
0.0375	70.0	7420	0.1548	0.7284	0.8551	0.7867	69	0.6190	0.8525	0.7172	61	0.8503	0.9281	0.8875	153	0.7297	0.8438	0.7826	32	0.8182	0.8710	0.8438	31	0.7637	0.8873	0.8209	0.9614
0.0368	71.0	7526	0.1553	0.7108	0.8551	0.7763	69	0.5952	0.8197	0.6897	61	0.8494	0.9216	0.8840	153	0.7297	0.8438	0.7826	32	0.8182	0.8710	0.8438	31	0.7543	0.8786	0.8117	0.9599
0.0375	72.0	7632	0.1548	0.7108	0.8551	0.7763	69	0.6329	0.8197	0.7143	61	0.8443	0.9216	0.8812	153	0.7297	0.8438	0.7826	32	0.7941	0.8710	0.8308	31	0.76	0.8786	0.8150	0.9609
0.0364	73.0	7738	0.1511	0.7160	0.8406	0.7733	69	0.6125	0.8033	0.6950	61	0.8443	0.9216	0.8812	153	0.7222	0.8125	0.7647	32	0.8438	0.8710	0.8571	31	0.7601	0.8699	0.8113	0.9616
0.0356	74.0	7844	0.1570	0.7108	0.8551	0.7763	69	0.6024	0.8197	0.6944	61	0.8443	0.9216	0.8812	153	0.75	0.8438	0.7941	32	0.8182	0.8710	0.8438	31	0.7562	0.8786	0.8128	0.9606
0.0345	75.0	7950	0.1601	0.75	0.8696	0.8054	69	0.6220	0.8361	0.7133	61	0.8503	0.9281	0.8875	153	0.6842	0.8125	0.7429	32	0.7941	0.8710	0.8308	31	0.7631	0.8844	0.8193	0.9609
0.0358	76.0	8056	0.1599	0.7024	0.8551	0.7712	69	0.6190	0.8525	0.7172	61	0.8443	0.9216	0.8812	153	0.75	0.8438	0.7941	32	0.8182	0.8710	0.8438	31	0.7574	0.8844	0.816	0.9614
0.0359	77.0	8162	0.1563	0.7531	0.8841	0.8133	69	0.625	0.8197	0.7092	61	0.8494	0.9216	0.8840	153	0.7297	0.8438	0.7826	32	0.8182	0.8710	0.8438	31	0.7708	0.8844	0.8237	0.9616
0.0328	78.0	8268	0.1555	0.7625	0.8841	0.8188	69	0.6282	0.8033	0.7050	61	0.8494	0.9216	0.8840	153	0.7027	0.8125	0.7536	32	0.8182	0.8710	0.8438	31	0.7716	0.8786	0.8216	0.9616
0.034	79.0	8374	0.1584	0.7284	0.8551	0.7867	69	0.6296	0.8361	0.7183	61	0.8494	0.9216	0.8840	153	0.7105	0.8438	0.7714	32	0.8182	0.8710	0.8438	31	0.7644	0.8815	0.8188	0.9614
0.0344	80.0	8480	0.1564	0.7595	0.8696	0.8108	69	0.6329	0.8197	0.7143	61	0.8443	0.9216	0.8812	153	0.7222	0.8125	0.7647	32	0.8182	0.8710	0.8438	31	0.7716	0.8786	0.8216	0.9621
0.0337	81.0	8586	0.1657	0.7531	0.8841	0.8133	69	0.6125	0.8033	0.6950	61	0.8443	0.9216	0.8812	153	0.6842	0.8125	0.7429	32	0.7941	0.8710	0.8308	31	0.76	0.8786	0.8150	0.9601
0.0331	82.0	8692	0.1668	0.7625	0.8841	0.8188	69	0.6	0.8361	0.6986	61	0.8443	0.9216	0.8812	153	0.7105	0.8438	0.7714	32	0.7941	0.8710	0.8308	31	0.7599	0.8873	0.8187	0.9601
0.0328	83.0	8798	0.1596	0.7284	0.8551	0.7867	69	0.6329	0.8197	0.7143	61	0.8485	0.9150	0.8805	153	0.7105	0.8438	0.7714	32	0.8182	0.8710	0.8438	31	0.7652	0.8757	0.8167	0.9611
0.0339	84.0	8904	0.1590	0.7284	0.8551	0.7867	69	0.6375	0.8361	0.7234	61	0.8494	0.9216	0.8840	153	0.7027	0.8125	0.7536	32	0.8182	0.8710	0.8438	31	0.7657	0.8786	0.8183	0.9614
0.0324	85.0	9010	0.1539	0.7284	0.8551	0.7867	69	0.6154	0.7869	0.6906	61	0.8424	0.9085	0.8742	153	0.7222	0.8125	0.7647	32	0.8182	0.8710	0.8438	31	0.7608	0.8642	0.8092	0.9614
0.0327	86.0	9116	0.1589	0.7108	0.8551	0.7763	69	0.6026	0.7705	0.6763	61	0.8383	0.9150	0.875	153	0.7105	0.8438	0.7714	32	0.8182	0.8710	0.8438	31	0.7519	0.8671	0.8054	0.9606
0.0318	87.0	9222	0.1615	0.7284	0.8551	0.7867	69	0.6375	0.8361	0.7234	61	0.8494	0.9216	0.8840	153	0.7105	0.8438	0.7714	32	0.8182	0.8710	0.8438	31	0.7663	0.8815	0.8199	0.9611
0.0311	88.0	9328	0.1607	0.7195	0.8551	0.7815	69	0.6154	0.7869	0.6906	61	0.8494	0.9216	0.8840	153	0.7105	0.8438	0.7714	32	0.8182	0.8710	0.8438	31	0.7607	0.8728	0.8129	0.9609
0.033	89.0	9434	0.1633	0.7108	0.8551	0.7763	69	0.6234	0.7869	0.6957	61	0.8494	0.9216	0.8840	153	0.7105	0.8438	0.7714	32	0.7941	0.8710	0.8308	31	0.7588	0.8728	0.8118	0.9601
0.0314	90.0	9540	0.1654	0.7407	0.8696	0.8000	69	0.6203	0.8033	0.7	61	0.8494	0.9216	0.8840	153	0.7105	0.8438	0.7714	32	0.8182	0.8710	0.8438	31	0.7657	0.8786	0.8183	0.9606
0.0317	91.0	9646	0.1604	0.7195	0.8551	0.7815	69	0.6203	0.8033	0.7	61	0.8494	0.9216	0.8840	153	0.7105	0.8438	0.7714	32	0.8182	0.8710	0.8438	31	0.7613	0.8757	0.8145	0.9614
0.0313	92.0	9752	0.1602	0.7284	0.8551	0.7867	69	0.6329	0.8197	0.7143	61	0.8494	0.9216	0.8840	153	0.6842	0.8125	0.7429	32	0.8182	0.8710	0.8438	31	0.7632	0.8757	0.8156	0.9614
0.0317	93.0	9858	0.1619	0.7284	0.8551	0.7867	69	0.6329	0.8197	0.7143	61	0.8494	0.9216	0.8840	153	0.7105	0.8438	0.7714	32	0.8182	0.8710	0.8438	31	0.7657	0.8786	0.8183	0.9611
0.0322	94.0	9964	0.1659	0.7284	0.8551	0.7867	69	0.6341	0.8525	0.7273	61	0.8494	0.9216	0.8840	153	0.7105	0.8438	0.7714	32	0.8182	0.8710	0.8438	31	0.765	0.8844	0.8204	0.9609
0.0305	95.0	10070	0.1641	0.7195	0.8551	0.7815	69	0.6098	0.8197	0.6993	61	0.8494	0.9216	0.8840	153	0.7105	0.8438	0.7714	32	0.7941	0.8710	0.8308	31	0.7562	0.8786	0.8128	0.9604
0.0302	96.0	10176	0.1619	0.7284	0.8551	0.7867	69	0.6282	0.8033	0.7050	61	0.8494	0.9216	0.8840	153	0.7105	0.8438	0.7714	32	0.8182	0.8710	0.8438	31	0.7652	0.8757	0.8167	0.9609
0.0309	97.0	10282	0.1639	0.7284	0.8551	0.7867	69	0.6296	0.8361	0.7183	61	0.8494	0.9216	0.8840	153	0.7105	0.8438	0.7714	32	0.8182	0.8710	0.8438	31	0.7644	0.8815	0.8188	0.9609
0.0288	98.0	10388	0.1642	0.7195	0.8551	0.7815	69	0.6098	0.8197	0.6993	61	0.8494	0.9216	0.8840	153	0.7105	0.8438	0.7714	32	0.8182	0.8710	0.8438	31	0.7581	0.8786	0.8139	0.9606
0.0307	99.0	10494	0.1646	0.7195	0.8551	0.7815	69	0.6049	0.8033	0.6901	61	0.8494	0.9216	0.8840	153	0.7105	0.8438	0.7714	32	0.7941	0.8710	0.8308	31	0.7556	0.8757	0.8112	0.9604
0.032	100.0	10600	0.1642	0.7195	0.8551	0.7815	69	0.6098	0.8197	0.6993	61	0.8494	0.9216	0.8840	153	0.7105	0.8438	0.7714	32	0.7941	0.8710	0.8308	31	0.7562	0.8786	0.8128	0.9604

Framework versions

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