nerugm-lora-r8-1

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: 0.1282
• Location Precision: 0.7375
• Location Recall: 0.8551
• Location F1: 0.7919
• Location Number: 69
• Organization Precision: 0.6173
• Organization Recall: 0.8197
• Organization F1: 0.7042
• Organization Number: 61
• Person Precision: 0.8363
• Person Recall: 0.9346
• Person F1: 0.8827
• Person Number: 153
• Quantity Precision: 0.6757
• Quantity Recall: 0.7812
• Quantity F1: 0.7246
• Quantity Number: 32
• Time Precision: 0.7568
• Time Recall: 0.9032
• Time F1: 0.8235
• Time Number: 31
• Overall Precision: 0.7512
• Overall Recall: 0.8815
• Overall F1: 0.8112
• Overall Accuracy: 0.9614

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
1.247	1.0	106	0.7410	0.0	0.0	0.0	69	0.0	0.0	0.0	61	0.0	0.0	0.0	153	0.0	0.0	0.0	32	0.0	0.0	0.0	31	0.0	0.0	0.0	0.8353
0.7131	2.0	212	0.6369	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	0.1667	0.0029	0.0057	0.8363
0.629	3.0	318	0.5407	0.0	0.0	0.0	69	0.0	0.0	0.0	61	0.3043	0.0458	0.0795	153	0.0	0.0	0.0	32	0.0	0.0	0.0	31	0.2	0.0202	0.0367	0.8425
0.5381	4.0	424	0.4457	0.5	0.0580	0.1039	69	0.1	0.0164	0.0282	61	0.3182	0.1830	0.2324	153	0.0	0.0	0.0	32	0.3889	0.2258	0.2857	31	0.3226	0.1156	0.1702	0.8667
0.4387	5.0	530	0.3568	0.5294	0.2609	0.3495	69	0.2917	0.1148	0.1647	61	0.4914	0.5621	0.5244	153	0.0	0.0	0.0	32	0.5455	0.3871	0.4528	31	0.4642	0.3555	0.4026	0.8957
0.3593	6.0	636	0.2867	0.4706	0.4638	0.4672	69	0.4314	0.3607	0.3929	61	0.6471	0.7908	0.7118	153	0.3704	0.3125	0.3390	32	0.6562	0.6774	0.6667	31	0.5644	0.5954	0.5795	0.9227
0.296	7.0	742	0.2455	0.5366	0.6377	0.5828	69	0.4189	0.5082	0.4593	61	0.7433	0.9085	0.8176	153	0.4324	0.5	0.4638	32	0.6111	0.7097	0.6567	31	0.6058	0.7283	0.6614	0.9316
0.254	8.0	848	0.2186	0.625	0.7971	0.7006	69	0.4318	0.6230	0.5101	61	0.7554	0.9085	0.8249	153	0.4211	0.5	0.4571	32	0.7143	0.8065	0.7576	31	0.6305	0.7890	0.7009	0.9376
0.2277	9.0	954	0.1994	0.6404	0.8261	0.7215	69	0.4588	0.6393	0.5342	61	0.7692	0.9150	0.8358	153	0.4737	0.5625	0.5143	32	0.7576	0.8065	0.7812	31	0.6534	0.8064	0.7219	0.9403
0.2071	10.0	1060	0.1809	0.7024	0.8551	0.7712	69	0.4556	0.6721	0.5430	61	0.7809	0.9085	0.8399	153	0.5135	0.5938	0.5507	32	0.7647	0.8387	0.8000	31	0.6714	0.8208	0.7386	0.9428
0.1937	11.0	1166	0.1715	0.6897	0.8696	0.7692	69	0.5119	0.7049	0.5931	61	0.7865	0.9150	0.8459	153	0.5526	0.6562	0.6	32	0.7143	0.8065	0.7576	31	0.6848	0.8353	0.7526	0.9455
0.183	12.0	1272	0.1619	0.7059	0.8696	0.7792	69	0.525	0.6885	0.5957	61	0.7910	0.9150	0.8485	153	0.5526	0.6562	0.6	32	0.6944	0.8065	0.7463	31	0.6923	0.8324	0.7559	0.9480
0.1739	13.0	1378	0.1549	0.7143	0.8696	0.7843	69	0.5238	0.7213	0.6069	61	0.8011	0.9216	0.8571	153	0.5405	0.625	0.5797	32	0.6944	0.8065	0.7463	31	0.6954	0.8382	0.7602	0.9512
0.1665	14.0	1484	0.1525	0.7284	0.8551	0.7867	69	0.5444	0.8033	0.6490	61	0.8161	0.9281	0.8685	153	0.6	0.6562	0.6269	32	0.7353	0.8065	0.7692	31	0.7150	0.8555	0.7789	0.9529
0.1598	15.0	1590	0.1506	0.7143	0.8696	0.7843	69	0.5357	0.7377	0.6207	61	0.8161	0.9281	0.8685	153	0.6111	0.6875	0.6471	32	0.7027	0.8387	0.7647	31	0.7108	0.8526	0.7753	0.9524
0.1549	16.0	1696	0.1479	0.7143	0.8696	0.7843	69	0.5542	0.7541	0.6389	61	0.8208	0.9281	0.8712	153	0.6	0.6562	0.6269	32	0.7105	0.8710	0.7826	31	0.7167	0.8555	0.7800	0.9537
0.1487	17.0	1802	0.1496	0.6977	0.8696	0.7742	69	0.5393	0.7869	0.64	61	0.8161	0.9281	0.8685	153	0.6316	0.75	0.6857	32	0.7105	0.8710	0.7826	31	0.7082	0.8699	0.7808	0.9534
0.1471	18.0	1908	0.1426	0.7108	0.8551	0.7763	69	0.5465	0.7705	0.6395	61	0.8208	0.9281	0.8712	153	0.5946	0.6875	0.6377	32	0.6667	0.8387	0.7429	31	0.7081	0.8555	0.7749	0.9557
0.1415	19.0	2014	0.1388	0.7439	0.8841	0.8079	69	0.575	0.7541	0.6525	61	0.8161	0.9281	0.8685	153	0.6757	0.7812	0.7246	32	0.6667	0.8387	0.7429	31	0.7282	0.8671	0.7916	0.9569
0.1385	20.0	2120	0.1452	0.7093	0.8841	0.7871	69	0.5647	0.7869	0.6575	61	0.8023	0.9281	0.8606	153	0.7027	0.8125	0.7536	32	0.7179	0.9032	0.8	31	0.7193	0.8815	0.7922	0.9547
0.1361	21.0	2226	0.1402	0.7024	0.8551	0.7712	69	0.5455	0.7869	0.6443	61	0.8161	0.9281	0.8685	153	0.6857	0.75	0.7164	32	0.7568	0.9032	0.8235	31	0.7201	0.8699	0.7880	0.9559
0.1361	22.0	2332	0.1423	0.7262	0.8841	0.7974	69	0.5393	0.7869	0.64	61	0.8208	0.9281	0.8712	153	0.7222	0.8125	0.7647	32	0.7368	0.9032	0.8116	31	0.7262	0.8815	0.7963	0.9549
0.1331	23.0	2438	0.1338	0.7317	0.8696	0.7947	69	0.5769	0.7377	0.6475	61	0.8256	0.9281	0.8738	153	0.7143	0.7812	0.7463	32	0.7568	0.9032	0.8235	31	0.7426	0.8671	0.8000	0.9581
0.1286	24.0	2544	0.1470	0.6977	0.8696	0.7742	69	0.5632	0.8033	0.6622	61	0.8256	0.9281	0.8738	153	0.65	0.8125	0.7222	32	0.7	0.9032	0.7887	31	0.7176	0.8815	0.7912	0.9544
0.1274	25.0	2650	0.1399	0.7143	0.8696	0.7843	69	0.5714	0.7869	0.6621	61	0.8198	0.9216	0.8677	153	0.6757	0.7812	0.7246	32	0.7368	0.9032	0.8116	31	0.7277	0.8728	0.7937	0.9567
0.1269	26.0	2756	0.1416	0.7349	0.8841	0.8026	69	0.5444	0.8033	0.6490	61	0.8161	0.9281	0.8685	153	0.7222	0.8125	0.7647	32	0.7568	0.9032	0.8235	31	0.7286	0.8844	0.7990	0.9557
0.1242	27.0	2862	0.1372	0.7108	0.8551	0.7763	69	0.6076	0.7869	0.6857	61	0.8161	0.9281	0.8685	153	0.7027	0.8125	0.7536	32	0.7568	0.9032	0.8235	31	0.7390	0.8757	0.8016	0.9569
0.1223	28.0	2968	0.1326	0.7625	0.8841	0.8188	69	0.5802	0.7705	0.6620	61	0.8256	0.9281	0.8738	153	0.7222	0.8125	0.7647	32	0.7778	0.9032	0.8358	31	0.7506	0.8786	0.8096	0.9589
0.1193	29.0	3074	0.1309	0.7407	0.8696	0.8000	69	0.6026	0.7705	0.6763	61	0.8402	0.9281	0.8820	153	0.7222	0.8125	0.7647	32	0.7568	0.9032	0.8235	31	0.7556	0.8757	0.8112	0.9596
0.119	30.0	3180	0.1322	0.75	0.8696	0.8054	69	0.5875	0.7705	0.6667	61	0.8353	0.9281	0.8793	153	0.7027	0.8125	0.7536	32	0.7778	0.9032	0.8358	31	0.7519	0.8757	0.8091	0.9601
0.1208	31.0	3286	0.1354	0.7284	0.8551	0.7867	69	0.5854	0.7869	0.6713	61	0.8304	0.9281	0.8765	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7402	0.8728	0.8011	0.9586
0.1143	32.0	3392	0.1314	0.7284	0.8551	0.7867	69	0.5732	0.7705	0.6573	61	0.8353	0.9281	0.8793	153	0.7143	0.7812	0.7463	32	0.7778	0.9032	0.8358	31	0.7450	0.8699	0.8027	0.9586
0.1151	33.0	3498	0.1328	0.7317	0.8696	0.7947	69	0.5714	0.7869	0.6621	61	0.8304	0.9281	0.8765	153	0.6486	0.75	0.6957	32	0.7568	0.9032	0.8235	31	0.7348	0.8728	0.7979	0.9591
0.1121	34.0	3604	0.1394	0.7407	0.8696	0.8000	69	0.5506	0.8033	0.6533	61	0.8314	0.9346	0.8800	153	0.7027	0.8125	0.7536	32	0.7568	0.9032	0.8235	31	0.7356	0.8844	0.8031	0.9571
0.1149	35.0	3710	0.1341	0.7375	0.8551	0.7919	69	0.5517	0.7869	0.6486	61	0.8363	0.9346	0.8827	153	0.7027	0.8125	0.7536	32	0.7778	0.9032	0.8358	31	0.7397	0.8786	0.8032	0.9584
0.1114	36.0	3816	0.1286	0.7468	0.8551	0.7973	69	0.6076	0.7869	0.6857	61	0.8412	0.9346	0.8854	153	0.6757	0.7812	0.7246	32	0.7778	0.9032	0.8358	31	0.7556	0.8757	0.8112	0.9606
0.1092	37.0	3922	0.1328	0.7284	0.8551	0.7867	69	0.5904	0.8033	0.6806	61	0.8314	0.9346	0.8800	153	0.6842	0.8125	0.7429	32	0.7778	0.9032	0.8358	31	0.7439	0.8815	0.8069	0.9594
0.1072	38.0	4028	0.1340	0.7284	0.8551	0.7867	69	0.5976	0.8033	0.6853	61	0.8266	0.9346	0.8773	153	0.6842	0.8125	0.7429	32	0.7778	0.9032	0.8358	31	0.7439	0.8815	0.8069	0.9599
0.1032	39.0	4134	0.1285	0.7375	0.8551	0.7919	69	0.5854	0.7869	0.6713	61	0.8304	0.9281	0.8765	153	0.6842	0.8125	0.7429	32	0.7778	0.9032	0.8358	31	0.7445	0.8757	0.8048	0.9604
0.1045	40.0	4240	0.1285	0.7284	0.8551	0.7867	69	0.5926	0.7869	0.6761	61	0.8304	0.9281	0.8765	153	0.7027	0.8125	0.7536	32	0.7778	0.9032	0.8358	31	0.7463	0.8757	0.8059	0.9614
0.1057	41.0	4346	0.1311	0.7284	0.8551	0.7867	69	0.6024	0.8197	0.6944	61	0.8266	0.9346	0.8773	153	0.6842	0.8125	0.7429	32	0.7778	0.9032	0.8358	31	0.7445	0.8844	0.8085	0.9594
0.104	42.0	4452	0.1323	0.7375	0.8551	0.7919	69	0.5882	0.8197	0.6849	61	0.8324	0.9412	0.8834	153	0.7027	0.8125	0.7536	32	0.7568	0.9032	0.8235	31	0.7451	0.8873	0.8100	0.9589
0.1066	43.0	4558	0.1354	0.7342	0.8406	0.7838	69	0.6024	0.8197	0.6944	61	0.8266	0.9346	0.8773	153	0.7027	0.8125	0.7536	32	0.7568	0.9032	0.8235	31	0.7457	0.8815	0.8079	0.9584
0.1046	44.0	4664	0.1240	0.7375	0.8551	0.7919	69	0.5949	0.7705	0.6714	61	0.8256	0.9281	0.8738	153	0.6486	0.75	0.6957	32	0.7778	0.9032	0.8358	31	0.7426	0.8671	0.8000	0.9609
0.102	45.0	4770	0.1278	0.7468	0.8551	0.7973	69	0.5976	0.8033	0.6853	61	0.8304	0.9281	0.8765	153	0.7027	0.8125	0.7536	32	0.7778	0.9032	0.8358	31	0.7506	0.8786	0.8096	0.9599
0.101	46.0	4876	0.1306	0.7375	0.8551	0.7919	69	0.5952	0.8197	0.6897	61	0.8218	0.9346	0.8746	153	0.6842	0.8125	0.7429	32	0.7778	0.9032	0.8358	31	0.7427	0.8844	0.8074	0.9596
0.1002	47.0	4982	0.1306	0.7375	0.8551	0.7919	69	0.5783	0.7869	0.6667	61	0.8266	0.9346	0.8773	153	0.6842	0.8125	0.7429	32	0.7778	0.9032	0.8358	31	0.7415	0.8786	0.8042	0.9599
0.0994	48.0	5088	0.1315	0.7595	0.8696	0.8108	69	0.5595	0.7705	0.6483	61	0.8266	0.9346	0.8773	153	0.6579	0.7812	0.7143	32	0.7778	0.9032	0.8358	31	0.7390	0.8757	0.8016	0.9586
0.0995	49.0	5194	0.1285	0.7692	0.8696	0.8163	69	0.5976	0.8033	0.6853	61	0.8208	0.9281	0.8712	153	0.6944	0.7812	0.7353	32	0.7778	0.9032	0.8358	31	0.7506	0.8786	0.8096	0.9599
0.0981	50.0	5300	0.1275	0.7375	0.8551	0.7919	69	0.6	0.7869	0.6809	61	0.8208	0.9281	0.8712	153	0.6579	0.7812	0.7143	32	0.7568	0.9032	0.8235	31	0.7402	0.8728	0.8011	0.9594
0.0966	51.0	5406	0.1287	0.7375	0.8551	0.7919	69	0.5952	0.8197	0.6897	61	0.8372	0.9412	0.8862	153	0.6579	0.7812	0.7143	32	0.7568	0.9032	0.8235	31	0.7445	0.8844	0.8085	0.9599
0.0963	52.0	5512	0.1288	0.7375	0.8551	0.7919	69	0.6024	0.8197	0.6944	61	0.8218	0.9346	0.8746	153	0.6842	0.8125	0.7429	32	0.7778	0.9032	0.8358	31	0.7445	0.8844	0.8085	0.9601
0.098	53.0	5618	0.1283	0.7375	0.8551	0.7919	69	0.5976	0.8033	0.6853	61	0.8208	0.9281	0.8712	153	0.6316	0.75	0.6857	32	0.7778	0.9032	0.8358	31	0.7384	0.8728	0.8000	0.9594
0.095	54.0	5724	0.1266	0.7375	0.8551	0.7919	69	0.6203	0.8033	0.7	61	0.8314	0.9346	0.8800	153	0.6316	0.75	0.6857	32	0.8	0.9032	0.8485	31	0.75	0.8757	0.8080	0.9621
0.0963	55.0	5830	0.1305	0.7375	0.8551	0.7919	69	0.6098	0.8197	0.6993	61	0.8266	0.9346	0.8773	153	0.6842	0.8125	0.7429	32	0.7568	0.9032	0.8235	31	0.7463	0.8844	0.8095	0.9606
0.0945	56.0	5936	0.1237	0.7375	0.8551	0.7919	69	0.6410	0.8197	0.7194	61	0.8304	0.9281	0.8765	153	0.6316	0.75	0.6857	32	0.8	0.9032	0.8485	31	0.7537	0.8757	0.8102	0.9626
0.0944	57.0	6042	0.1275	0.7375	0.8551	0.7919	69	0.6173	0.8197	0.7042	61	0.8266	0.9346	0.8773	153	0.6842	0.8125	0.7429	32	0.7568	0.9032	0.8235	31	0.7482	0.8844	0.8106	0.9604
0.094	58.0	6148	0.1249	0.7375	0.8551	0.7919	69	0.6329	0.8197	0.7143	61	0.8314	0.9346	0.8800	153	0.6579	0.7812	0.7143	32	0.7778	0.9032	0.8358	31	0.7531	0.8815	0.8123	0.9621
0.0927	59.0	6254	0.1248	0.7375	0.8551	0.7919	69	0.6098	0.8197	0.6993	61	0.8266	0.9346	0.8773	153	0.7027	0.8125	0.7536	32	0.7778	0.9032	0.8358	31	0.75	0.8844	0.8117	0.9614
0.0928	60.0	6360	0.1292	0.7375	0.8551	0.7919	69	0.6098	0.8197	0.6993	61	0.8266	0.9346	0.8773	153	0.6842	0.8125	0.7429	32	0.7568	0.9032	0.8235	31	0.7463	0.8844	0.8095	0.9601
0.0931	61.0	6466	0.1280	0.7375	0.8551	0.7919	69	0.6024	0.8197	0.6944	61	0.8208	0.9281	0.8712	153	0.6486	0.75	0.6957	32	0.7778	0.9032	0.8358	31	0.7408	0.8757	0.8026	0.9599
0.0894	62.0	6572	0.1278	0.7375	0.8551	0.7919	69	0.6024	0.8197	0.6944	61	0.8266	0.9346	0.8773	153	0.6486	0.75	0.6957	32	0.7778	0.9032	0.8358	31	0.7433	0.8786	0.8053	0.9599
0.0911	63.0	6678	0.1259	0.7375	0.8551	0.7919	69	0.5783	0.7869	0.6667	61	0.8363	0.9346	0.8827	153	0.6216	0.7188	0.6667	32	0.7568	0.9032	0.8235	31	0.7377	0.8699	0.7984	0.9604
0.0889	64.0	6784	0.1291	0.7375	0.8551	0.7919	69	0.6024	0.8197	0.6944	61	0.8314	0.9346	0.8800	153	0.6579	0.7812	0.7143	32	0.7568	0.9032	0.8235	31	0.7439	0.8815	0.8069	0.9596
0.0884	65.0	6890	0.1276	0.7284	0.8551	0.7867	69	0.625	0.8197	0.7092	61	0.8218	0.9346	0.8746	153	0.6842	0.8125	0.7429	32	0.7568	0.9032	0.8235	31	0.7463	0.8844	0.8095	0.9604
0.0905	66.0	6996	0.1283	0.7375	0.8551	0.7919	69	0.6024	0.8197	0.6944	61	0.8266	0.9346	0.8773	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7439	0.8815	0.8069	0.9604
0.0884	67.0	7102	0.1295	0.7375	0.8551	0.7919	69	0.6098	0.8197	0.6993	61	0.8256	0.9281	0.8738	153	0.6842	0.8125	0.7429	32	0.7568	0.9032	0.8235	31	0.7457	0.8815	0.8079	0.9596
0.0881	68.0	7208	0.1293	0.7375	0.8551	0.7919	69	0.5952	0.8197	0.6897	61	0.8353	0.9281	0.8793	153	0.6579	0.7812	0.7143	32	0.7568	0.9032	0.8235	31	0.7433	0.8786	0.8053	0.9596
0.0903	69.0	7314	0.1259	0.7375	0.8551	0.7919	69	0.6173	0.8197	0.7042	61	0.8363	0.9346	0.8827	153	0.6579	0.7812	0.7143	32	0.7568	0.9032	0.8235	31	0.7494	0.8815	0.8101	0.9611
0.089	70.0	7420	0.1226	0.7375	0.8551	0.7919	69	0.6203	0.8033	0.7	61	0.8304	0.9281	0.8765	153	0.6944	0.7812	0.7353	32	0.8	0.9032	0.8485	31	0.7556	0.8757	0.8112	0.9628
0.0883	71.0	7526	0.1259	0.7375	0.8551	0.7919	69	0.5904	0.8033	0.6806	61	0.8353	0.9281	0.8793	153	0.6579	0.7812	0.7143	32	0.7778	0.9032	0.8358	31	0.7445	0.8757	0.8048	0.9609
0.0878	72.0	7632	0.1265	0.7375	0.8551	0.7919	69	0.5976	0.8033	0.6853	61	0.8353	0.9281	0.8793	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7463	0.8757	0.8059	0.9609
0.0866	73.0	7738	0.1245	0.7375	0.8551	0.7919	69	0.6049	0.8033	0.6901	61	0.8266	0.9346	0.8773	153	0.6757	0.7812	0.7246	32	0.7778	0.9032	0.8358	31	0.7469	0.8786	0.8074	0.9611
0.0859	74.0	7844	0.1276	0.7375	0.8551	0.7919	69	0.5904	0.8033	0.6806	61	0.8125	0.9346	0.8693	153	0.6842	0.8125	0.7429	32	0.7778	0.9032	0.8358	31	0.7385	0.8815	0.8037	0.9601
0.088	75.0	7950	0.1258	0.7375	0.8551	0.7919	69	0.6049	0.8033	0.6901	61	0.8353	0.9281	0.8793	153	0.6842	0.8125	0.7429	32	0.7568	0.9032	0.8235	31	0.7488	0.8786	0.8085	0.9614
0.0877	76.0	8056	0.1284	0.7195	0.8551	0.7815	69	0.6024	0.8197	0.6944	61	0.8256	0.9281	0.8738	153	0.6316	0.75	0.6857	32	0.7568	0.9032	0.8235	31	0.7354	0.8757	0.7995	0.9586
0.0865	77.0	8162	0.1269	0.7375	0.8551	0.7919	69	0.6098	0.8197	0.6993	61	0.8353	0.9281	0.8793	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7488	0.8786	0.8085	0.9611
0.0873	78.0	8268	0.1249	0.7375	0.8551	0.7919	69	0.6049	0.8033	0.6901	61	0.8256	0.9281	0.8738	153	0.6486	0.75	0.6957	32	0.7568	0.9032	0.8235	31	0.7420	0.8728	0.8021	0.9604
0.0837	79.0	8374	0.1265	0.7375	0.8551	0.7919	69	0.6173	0.8197	0.7042	61	0.8256	0.9281	0.8738	153	0.6486	0.75	0.6957	32	0.7568	0.9032	0.8235	31	0.7445	0.8757	0.8048	0.9606
0.0866	80.0	8480	0.1308	0.7284	0.8551	0.7867	69	0.6173	0.8197	0.7042	61	0.8363	0.9346	0.8827	153	0.6579	0.7812	0.7143	32	0.7568	0.9032	0.8235	31	0.7475	0.8815	0.8090	0.9604
0.084	81.0	8586	0.1274	0.7375	0.8551	0.7919	69	0.6173	0.8197	0.7042	61	0.8304	0.9281	0.8765	153	0.6579	0.7812	0.7143	32	0.7568	0.9032	0.8235	31	0.7469	0.8786	0.8074	0.9606
0.0858	82.0	8692	0.1274	0.7375	0.8551	0.7919	69	0.6173	0.8197	0.7042	61	0.8304	0.9281	0.8765	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7488	0.8786	0.8085	0.9614
0.0837	83.0	8798	0.1258	0.7375	0.8551	0.7919	69	0.6173	0.8197	0.7042	61	0.8304	0.9281	0.8765	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7488	0.8786	0.8085	0.9614
0.0866	84.0	8904	0.1270	0.7375	0.8551	0.7919	69	0.6049	0.8033	0.6901	61	0.8304	0.9281	0.8765	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7463	0.8757	0.8059	0.9609
0.0837	85.0	9010	0.1271	0.7375	0.8551	0.7919	69	0.6049	0.8033	0.6901	61	0.8304	0.9281	0.8765	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7463	0.8757	0.8059	0.9606
0.085	86.0	9116	0.1291	0.7284	0.8551	0.7867	69	0.6173	0.8197	0.7042	61	0.8363	0.9346	0.8827	153	0.6579	0.7812	0.7143	32	0.7568	0.9032	0.8235	31	0.7475	0.8815	0.8090	0.9606
0.0818	87.0	9222	0.1290	0.7375	0.8551	0.7919	69	0.6173	0.8197	0.7042	61	0.8208	0.9281	0.8712	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7451	0.8786	0.8064	0.9606
0.0814	88.0	9328	0.1279	0.7375	0.8551	0.7919	69	0.6173	0.8197	0.7042	61	0.8304	0.9281	0.8765	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7488	0.8786	0.8085	0.9611
0.0845	89.0	9434	0.1287	0.7375	0.8551	0.7919	69	0.6220	0.8361	0.7133	61	0.8363	0.9346	0.8827	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7518	0.8844	0.8127	0.9616
0.0838	90.0	9540	0.1289	0.7375	0.8551	0.7919	69	0.6220	0.8361	0.7133	61	0.8412	0.9346	0.8854	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7537	0.8844	0.8138	0.9619
0.0832	91.0	9646	0.1281	0.7375	0.8551	0.7919	69	0.6220	0.8361	0.7133	61	0.8412	0.9346	0.8854	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7537	0.8844	0.8138	0.9616
0.0818	92.0	9752	0.1275	0.7375	0.8551	0.7919	69	0.6173	0.8197	0.7042	61	0.8412	0.9346	0.8854	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7531	0.8815	0.8123	0.9616
0.0843	93.0	9858	0.1291	0.7375	0.8551	0.7919	69	0.6145	0.8361	0.7083	61	0.8363	0.9346	0.8827	153	0.6579	0.7812	0.7143	32	0.7568	0.9032	0.8235	31	0.7482	0.8844	0.8106	0.9609
0.0821	94.0	9964	0.1279	0.7375	0.8551	0.7919	69	0.6173	0.8197	0.7042	61	0.8363	0.9346	0.8827	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7512	0.8815	0.8112	0.9614
0.0807	95.0	10070	0.1279	0.7375	0.8551	0.7919	69	0.6173	0.8197	0.7042	61	0.8363	0.9346	0.8827	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7512	0.8815	0.8112	0.9616
0.0833	96.0	10176	0.1291	0.7375	0.8551	0.7919	69	0.6220	0.8361	0.7133	61	0.8363	0.9346	0.8827	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7518	0.8844	0.8127	0.9614
0.0835	97.0	10282	0.1281	0.7375	0.8551	0.7919	69	0.6173	0.8197	0.7042	61	0.8363	0.9346	0.8827	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7512	0.8815	0.8112	0.9614
0.081	98.0	10388	0.1283	0.7375	0.8551	0.7919	69	0.6173	0.8197	0.7042	61	0.8363	0.9346	0.8827	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7512	0.8815	0.8112	0.9614
0.0815	99.0	10494	0.1280	0.7375	0.8551	0.7919	69	0.6173	0.8197	0.7042	61	0.8412	0.9346	0.8854	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7531	0.8815	0.8123	0.9616
0.0848	100.0	10600	0.1282	0.7375	0.8551	0.7919	69	0.6173	0.8197	0.7042	61	0.8363	0.9346	0.8827	153	0.6757	0.7812	0.7246	32	0.7568	0.9032	0.8235	31	0.7512	0.8815	0.8112	0.9614

Framework versions

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