nerugm-lora-r8-3

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: 0.1297
• Location Precision: 0.7176
• Location Recall: 0.8592
• Location F1: 0.7821
• Location Number: 71
• Organization Precision: 0.6548
• Organization Recall: 0.8462
• Organization F1: 0.7383
• Organization Number: 65
• Person Precision: 0.8528
• Person Recall: 0.9267
• Person F1: 0.8882
• Person Number: 150
• Quantity Precision: 0.6829
• Quantity Recall: 0.8485
• Quantity F1: 0.7568
• Quantity Number: 33
• Time Precision: 0.8667
• Time Recall: 0.9286
• Time F1: 0.8966
• Time Number: 28
• Overall Precision: 0.7667
• Overall Recall: 0.8905
• Overall F1: 0.824
• Overall Accuracy: 0.9605

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
1.265	1.0	106	0.7248	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
0.7105	2.0	212	0.6186	0.0	0.0	0.0	71	0.0	0.0	0.0	65	0.3333	0.0067	0.0131	150	0.0	0.0	0.0	33	0.0	0.0	0.0	28	0.25	0.0029	0.0057	0.8417
0.617	3.0	318	0.5235	0.0	0.0	0.0	71	0.0	0.0	0.0	65	0.3125	0.0333	0.0602	150	0.0	0.0	0.0	33	0.0	0.0	0.0	28	0.1786	0.0144	0.0267	0.8468
0.5242	4.0	424	0.4203	0.5333	0.1127	0.1860	71	0.0833	0.0154	0.0260	65	0.3367	0.22	0.2661	150	0.0	0.0	0.0	33	0.2667	0.1429	0.1860	28	0.3286	0.1326	0.1889	0.8708
0.4282	5.0	530	0.3384	0.4889	0.3099	0.3793	71	0.35	0.2154	0.2667	65	0.5082	0.62	0.5586	150	0.0625	0.0303	0.0408	33	0.5	0.4286	0.4615	28	0.4610	0.4092	0.4336	0.9037
0.3486	6.0	636	0.2848	0.5	0.5915	0.5419	71	0.4366	0.4769	0.4559	65	0.62	0.8267	0.7086	150	0.3333	0.4242	0.3733	33	0.5484	0.6071	0.5763	28	0.5327	0.6571	0.5884	0.9258
0.2953	7.0	742	0.2367	0.5208	0.7042	0.5988	71	0.4583	0.5077	0.4818	65	0.6667	0.88	0.7586	150	0.3636	0.4848	0.4156	33	0.5938	0.6786	0.6333	28	0.5656	0.7205	0.6337	0.9302
0.255	8.0	848	0.2208	0.55	0.7746	0.6433	71	0.4737	0.6923	0.5625	65	0.7068	0.9	0.7918	150	0.4545	0.6061	0.5195	33	0.5588	0.6786	0.6129	28	0.5905	0.7896	0.6757	0.9345
0.2306	9.0	954	0.1823	0.6222	0.7887	0.6957	71	0.5526	0.6462	0.5957	65	0.7791	0.8933	0.8323	150	0.4615	0.5455	0.5000	33	0.6774	0.75	0.7119	28	0.6642	0.7810	0.7179	0.9440
0.211	10.0	1060	0.1814	0.5979	0.8169	0.6905	71	0.5495	0.7692	0.6410	65	0.7569	0.9133	0.8278	150	0.5	0.6364	0.56	33	0.7419	0.8214	0.7797	28	0.6538	0.8329	0.7326	0.9430
0.2011	11.0	1166	0.1674	0.59	0.8310	0.6901	71	0.5556	0.7692	0.6452	65	0.7829	0.9133	0.8431	150	0.5116	0.6667	0.5789	33	0.7667	0.8214	0.7931	28	0.6644	0.8386	0.7414	0.9450
0.1861	12.0	1272	0.1607	0.6629	0.8310	0.7375	71	0.5730	0.7846	0.6623	65	0.7816	0.9067	0.8395	150	0.525	0.6364	0.5753	33	0.75	0.8571	0.8000	28	0.6863	0.8386	0.7549	0.9471
0.1772	13.0	1378	0.1521	0.6782	0.8310	0.7468	71	0.5652	0.8	0.6624	65	0.7816	0.9067	0.8395	150	0.5128	0.6061	0.5556	33	0.8	0.8571	0.8276	28	0.6896	0.8386	0.7568	0.9486
0.1732	14.0	1484	0.1478	0.7195	0.8310	0.7712	71	0.5532	0.8	0.6541	65	0.7907	0.9067	0.8447	150	0.5238	0.6667	0.5867	33	0.8333	0.8929	0.8621	28	0.7	0.8473	0.7666	0.9505
0.1661	15.0	1590	0.1575	0.6813	0.8732	0.7654	71	0.5579	0.8154	0.6625	65	0.7816	0.9067	0.8395	150	0.6304	0.8788	0.7342	33	0.8065	0.8929	0.8475	28	0.6979	0.8790	0.7781	0.9481
0.1605	16.0	1696	0.1500	0.6897	0.8451	0.7595	71	0.5889	0.8154	0.6839	65	0.7907	0.9067	0.8447	150	0.6444	0.8788	0.7436	33	0.7576	0.8929	0.8197	28	0.7096	0.8732	0.7829	0.9510
0.1587	17.0	1802	0.1472	0.7262	0.8592	0.7871	71	0.5579	0.8154	0.6625	65	0.7861	0.9067	0.8421	150	0.6905	0.8788	0.7733	33	0.7576	0.8929	0.8197	28	0.7119	0.8761	0.7855	0.9513
0.1553	18.0	1908	0.1477	0.6977	0.8451	0.7643	71	0.5745	0.8308	0.6792	65	0.7907	0.9067	0.8447	150	0.6667	0.8485	0.7467	33	0.7812	0.8929	0.8333	28	0.7113	0.8732	0.7840	0.9503
0.1493	19.0	2014	0.1433	0.7143	0.8451	0.7742	71	0.5567	0.8308	0.6667	65	0.8	0.9067	0.8500	150	0.6829	0.8485	0.7568	33	0.7812	0.8929	0.8333	28	0.7146	0.8732	0.7860	0.9500
0.1459	20.0	2120	0.1412	0.7011	0.8592	0.7722	71	0.5889	0.8154	0.6839	65	0.8047	0.9067	0.8527	150	0.6905	0.8788	0.7733	33	0.7812	0.8929	0.8333	28	0.7238	0.8761	0.7927	0.9520
0.1423	21.0	2226	0.1335	0.7375	0.8310	0.7815	71	0.5955	0.8154	0.6883	65	0.8193	0.9067	0.8608	150	0.6829	0.8485	0.7568	33	0.8387	0.9286	0.8814	28	0.7420	0.8703	0.8011	0.9551
0.1401	22.0	2332	0.1558	0.6854	0.8592	0.7625	71	0.5243	0.8308	0.6429	65	0.7771	0.9067	0.8369	150	0.6444	0.8788	0.7436	33	0.7353	0.8929	0.8065	28	0.6839	0.8790	0.7692	0.9476
0.1388	23.0	2438	0.1379	0.7342	0.8169	0.7733	71	0.55	0.8462	0.6667	65	0.8193	0.9067	0.8608	150	0.6829	0.8485	0.7568	33	0.8387	0.9286	0.8814	28	0.7266	0.8732	0.7932	0.9522
0.1357	24.0	2544	0.1379	0.7059	0.8451	0.7692	71	0.5521	0.8154	0.6584	65	0.8095	0.9067	0.8553	150	0.7	0.8485	0.7671	33	0.8387	0.9286	0.8814	28	0.7214	0.8732	0.7901	0.9530
0.1339	25.0	2650	0.1427	0.7195	0.8310	0.7712	71	0.5567	0.8308	0.6667	65	0.7953	0.9067	0.8474	150	0.6222	0.8485	0.7179	33	0.7576	0.8929	0.8197	28	0.7056	0.8703	0.7794	0.9513
0.1317	26.0	2756	0.1343	0.7532	0.8169	0.7838	71	0.5870	0.8308	0.6879	65	0.8193	0.9067	0.8608	150	0.6744	0.8788	0.7632	33	0.8065	0.8929	0.8475	28	0.7384	0.8703	0.7989	0.9554
0.1297	27.0	2862	0.1382	0.7407	0.8451	0.7895	71	0.5670	0.8462	0.6790	65	0.8155	0.9133	0.8616	150	0.6512	0.8485	0.7368	33	0.8387	0.9286	0.8814	28	0.7286	0.8818	0.7979	0.9539
0.1269	28.0	2968	0.1353	0.7342	0.8169	0.7733	71	0.5729	0.8462	0.6832	65	0.8095	0.9067	0.8553	150	0.6429	0.8182	0.7200	33	0.8387	0.9286	0.8814	28	0.7260	0.8703	0.7916	0.9554
0.127	29.0	3074	0.1368	0.7284	0.8310	0.7763	71	0.5612	0.8462	0.6748	65	0.8095	0.9067	0.8553	150	0.6429	0.8182	0.7200	33	0.8065	0.8929	0.8475	28	0.7190	0.8703	0.7875	0.9527
0.1244	30.0	3180	0.1338	0.7407	0.8451	0.7895	71	0.5895	0.8615	0.7	65	0.8095	0.9067	0.8553	150	0.6585	0.8182	0.7297	33	0.8387	0.9286	0.8814	28	0.7332	0.8790	0.7995	0.9539
0.1232	31.0	3286	0.1334	0.7407	0.8451	0.7895	71	0.5729	0.8462	0.6832	65	0.8155	0.9133	0.8616	150	0.675	0.8182	0.7397	33	0.8387	0.9286	0.8814	28	0.7332	0.8790	0.7995	0.9551
0.1204	32.0	3392	0.1398	0.7317	0.8451	0.7843	71	0.5612	0.8462	0.6748	65	0.8166	0.92	0.8652	150	0.6667	0.8485	0.7467	33	0.8125	0.9286	0.8667	28	0.7258	0.8847	0.7974	0.9534
0.1202	33.0	3498	0.1336	0.7407	0.8451	0.7895	71	0.6022	0.8615	0.7089	65	0.8253	0.9133	0.8671	150	0.7	0.8485	0.7671	33	0.8387	0.9286	0.8814	28	0.7470	0.8847	0.8100	0.9564
0.1185	34.0	3604	0.1332	0.7317	0.8451	0.7843	71	0.5895	0.8615	0.7	65	0.8303	0.9133	0.8698	150	0.6667	0.8485	0.7467	33	0.7812	0.8929	0.8333	28	0.7356	0.8818	0.8021	0.9549
0.119	35.0	3710	0.1357	0.7059	0.8451	0.7692	71	0.6292	0.8615	0.7273	65	0.8204	0.9133	0.8644	150	0.6667	0.8485	0.7467	33	0.7576	0.8929	0.8197	28	0.7356	0.8818	0.8021	0.9559
0.1155	36.0	3816	0.1379	0.7143	0.8451	0.7742	71	0.5895	0.8615	0.7	65	0.8107	0.9133	0.8589	150	0.6279	0.8182	0.7105	33	0.7879	0.9286	0.8525	28	0.7217	0.8818	0.7938	0.9532
0.1126	37.0	3922	0.1407	0.6977	0.8451	0.7643	71	0.5833	0.8615	0.6957	65	0.8095	0.9067	0.8553	150	0.6279	0.8182	0.7105	33	0.7576	0.8929	0.8197	28	0.7136	0.8761	0.7865	0.9517
0.1128	38.0	4028	0.1364	0.7143	0.8451	0.7742	71	0.5833	0.8615	0.6957	65	0.8144	0.9067	0.8580	150	0.6429	0.8182	0.7200	33	0.7576	0.8929	0.8197	28	0.7204	0.8761	0.7906	0.9532
0.1122	39.0	4134	0.1348	0.7349	0.8592	0.7922	71	0.5714	0.8615	0.6871	65	0.8144	0.9067	0.8580	150	0.6585	0.8182	0.7297	33	0.7879	0.9286	0.8525	28	0.7251	0.8818	0.7958	0.9532
0.113	40.0	4240	0.1252	0.7195	0.8310	0.7712	71	0.6322	0.8462	0.7237	65	0.8253	0.9133	0.8671	150	0.7179	0.8485	0.7778	33	0.8387	0.9286	0.8814	28	0.7531	0.8790	0.8112	0.9585
0.1118	41.0	4346	0.1336	0.7349	0.8592	0.7922	71	0.5914	0.8462	0.6962	65	0.8144	0.9067	0.8580	150	0.6279	0.8182	0.7105	33	0.8125	0.9286	0.8667	28	0.7297	0.8790	0.7974	0.9547
0.11	42.0	4452	0.1324	0.7349	0.8592	0.7922	71	0.5957	0.8615	0.7044	65	0.8242	0.9067	0.8635	150	0.6512	0.8485	0.7368	33	0.8125	0.9286	0.8667	28	0.7362	0.8847	0.8037	0.9551
0.1091	43.0	4558	0.1264	0.7439	0.8592	0.7974	71	0.6111	0.8462	0.7097	65	0.8303	0.9133	0.8698	150	0.675	0.8182	0.7397	33	0.8125	0.9286	0.8667	28	0.7482	0.8818	0.8095	0.9571
0.1112	44.0	4664	0.1256	0.7439	0.8592	0.7974	71	0.6395	0.8462	0.7285	65	0.8204	0.9133	0.8644	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7562	0.8847	0.8154	0.9590
0.107	45.0	4770	0.1278	0.7349	0.8592	0.7922	71	0.5978	0.8462	0.7006	65	0.8204	0.9133	0.8644	150	0.675	0.8182	0.7397	33	0.8125	0.9286	0.8667	28	0.7391	0.8818	0.8042	0.9568
0.1084	46.0	4876	0.1250	0.7531	0.8592	0.8026	71	0.6044	0.8462	0.7051	65	0.8303	0.9133	0.8698	150	0.6923	0.8182	0.7500	33	0.8667	0.9286	0.8966	28	0.7537	0.8818	0.8127	0.9585
0.1054	47.0	4982	0.1315	0.7349	0.8592	0.7922	71	0.6087	0.8615	0.7134	65	0.8263	0.92	0.8707	150	0.7	0.8485	0.7671	33	0.8125	0.9286	0.8667	28	0.7464	0.8905	0.8121	0.9576
0.1074	48.0	5088	0.1313	0.7229	0.8451	0.7792	71	0.6022	0.8615	0.7089	65	0.8263	0.92	0.8707	150	0.6829	0.8485	0.7568	33	0.8125	0.9286	0.8667	28	0.7404	0.8876	0.8073	0.9571
0.1049	49.0	5194	0.1312	0.7143	0.8451	0.7742	71	0.6111	0.8462	0.7097	65	0.8263	0.92	0.8707	150	0.6667	0.8485	0.7467	33	0.8125	0.9286	0.8667	28	0.7398	0.8847	0.8058	0.9559
0.1042	50.0	5300	0.1325	0.7143	0.8451	0.7742	71	0.5978	0.8462	0.7006	65	0.8263	0.92	0.8707	150	0.7	0.8485	0.7671	33	0.8125	0.9286	0.8667	28	0.7398	0.8847	0.8058	0.9568
0.103	51.0	5406	0.1313	0.7143	0.8451	0.7742	71	0.6111	0.8462	0.7097	65	0.8204	0.9133	0.8644	150	0.6829	0.8485	0.7568	33	0.8125	0.9286	0.8667	28	0.7391	0.8818	0.8042	0.9564
0.1024	52.0	5512	0.1341	0.7317	0.8451	0.7843	71	0.6044	0.8462	0.7051	65	0.8313	0.92	0.8734	150	0.6512	0.8485	0.7368	33	0.8125	0.9286	0.8667	28	0.7415	0.8847	0.8068	0.9564
0.1022	53.0	5618	0.1391	0.7143	0.8451	0.7742	71	0.6064	0.8769	0.7170	65	0.8263	0.92	0.8707	150	0.6364	0.8485	0.7273	33	0.75	0.8571	0.8000	28	0.7292	0.8847	0.7995	0.9547
0.097	54.0	5724	0.1320	0.7143	0.8451	0.7742	71	0.6222	0.8615	0.7226	65	0.8364	0.92	0.8762	150	0.7	0.8485	0.7671	33	0.8387	0.9286	0.8814	28	0.7512	0.8876	0.8137	0.9583
0.0978	55.0	5830	0.1335	0.7143	0.8451	0.7742	71	0.6022	0.8615	0.7089	65	0.8313	0.92	0.8734	150	0.6829	0.8485	0.7568	33	0.8387	0.9286	0.8814	28	0.7422	0.8876	0.8084	0.9581
0.1015	56.0	5936	0.1276	0.7229	0.8451	0.7792	71	0.6180	0.8462	0.7143	65	0.8415	0.92	0.8790	150	0.6829	0.8485	0.7568	33	0.8387	0.9286	0.8814	28	0.7525	0.8847	0.8132	0.9593
0.099	57.0	6042	0.1318	0.7317	0.8451	0.7843	71	0.6292	0.8615	0.7273	65	0.8263	0.92	0.8707	150	0.6667	0.8485	0.7467	33	0.8125	0.9286	0.8667	28	0.7476	0.8876	0.8116	0.9581
0.0985	58.0	6148	0.1276	0.7143	0.8451	0.7742	71	0.625	0.8462	0.7190	65	0.8253	0.9133	0.8671	150	0.6585	0.8182	0.7297	33	0.8125	0.9286	0.8667	28	0.7421	0.8790	0.8047	0.9581
0.0969	59.0	6254	0.1295	0.7229	0.8451	0.7792	71	0.6180	0.8462	0.7143	65	0.8313	0.92	0.8734	150	0.7	0.8485	0.7671	33	0.8125	0.9286	0.8667	28	0.7488	0.8847	0.8111	0.9578
0.0985	60.0	6360	0.1285	0.7470	0.8732	0.8052	71	0.6111	0.8462	0.7097	65	0.8263	0.92	0.8707	150	0.7	0.8485	0.7671	33	0.8387	0.9286	0.8814	28	0.7518	0.8905	0.8153	0.9585
0.0967	61.0	6466	0.1304	0.7229	0.8451	0.7792	71	0.6222	0.8615	0.7226	65	0.8323	0.9267	0.8770	150	0.7	0.8485	0.7671	33	0.8387	0.9286	0.8814	28	0.7518	0.8905	0.8153	0.9585
0.0958	62.0	6572	0.1330	0.7229	0.8451	0.7792	71	0.6180	0.8462	0.7143	65	0.8545	0.94	0.8952	150	0.6829	0.8485	0.7568	33	0.8125	0.9286	0.8667	28	0.7561	0.8934	0.8190	0.9583
0.0947	63.0	6678	0.1282	0.7262	0.8592	0.7871	71	0.6154	0.8615	0.7179	65	0.8263	0.92	0.8707	150	0.675	0.8182	0.7397	33	0.8387	0.9286	0.8814	28	0.7458	0.8876	0.8105	0.9581
0.0928	64.0	6784	0.1308	0.7176	0.8592	0.7821	71	0.6364	0.8615	0.7320	65	0.8313	0.92	0.8734	150	0.6829	0.8485	0.7568	33	0.8125	0.9286	0.8667	28	0.75	0.8905	0.8142	0.9590
0.095	65.0	6890	0.1306	0.7349	0.8592	0.7922	71	0.6222	0.8615	0.7226	65	0.8364	0.92	0.8762	150	0.6829	0.8485	0.7568	33	0.8387	0.9286	0.8814	28	0.7537	0.8905	0.8164	0.9585
0.0925	66.0	6996	0.1351	0.7262	0.8592	0.7871	71	0.6087	0.8615	0.7134	65	0.8537	0.9333	0.8917	150	0.6829	0.8485	0.7568	33	0.8125	0.9286	0.8667	28	0.7530	0.8963	0.8184	0.9578
0.0939	67.0	7102	0.1285	0.7262	0.8592	0.7871	71	0.6364	0.8615	0.7320	65	0.8528	0.9267	0.8882	150	0.7	0.8485	0.7671	33	0.8387	0.9286	0.8814	28	0.7635	0.8934	0.8234	0.9600
0.0923	68.0	7208	0.1278	0.7262	0.8592	0.7871	71	0.6437	0.8615	0.7368	65	0.8415	0.92	0.8790	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7611	0.8905	0.8207	0.9597
0.0945	69.0	7314	0.1303	0.7262	0.8592	0.7871	71	0.6222	0.8615	0.7226	65	0.8476	0.9267	0.8854	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7579	0.8934	0.8201	0.9590
0.0924	70.0	7420	0.1294	0.7262	0.8592	0.7871	71	0.625	0.8462	0.7190	65	0.8476	0.9267	0.8854	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7592	0.8905	0.8196	0.9595
0.092	71.0	7526	0.1372	0.7176	0.8592	0.7821	71	0.6222	0.8615	0.7226	65	0.8765	0.9467	0.9103	150	0.6829	0.8485	0.7568	33	0.8125	0.9286	0.8667	28	0.7634	0.9020	0.8269	0.9578
0.092	72.0	7632	0.1273	0.7262	0.8592	0.7871	71	0.6585	0.8308	0.7347	65	0.8528	0.9267	0.8882	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.77	0.8876	0.8246	0.9602
0.0915	73.0	7738	0.1258	0.7262	0.8592	0.7871	71	0.6506	0.8308	0.7297	65	0.8476	0.9267	0.8854	150	0.675	0.8182	0.7397	33	0.8667	0.9286	0.8966	28	0.7656	0.8847	0.8209	0.9607
0.0904	74.0	7844	0.1267	0.7229	0.8451	0.7792	71	0.6627	0.8462	0.7432	65	0.8476	0.9267	0.8854	150	0.675	0.8182	0.7397	33	0.8667	0.9286	0.8966	28	0.7675	0.8847	0.8220	0.9605
0.0898	75.0	7950	0.1253	0.7229	0.8451	0.7792	71	0.6667	0.8308	0.7397	65	0.8476	0.9267	0.8854	150	0.675	0.8182	0.7397	33	0.8667	0.9286	0.8966	28	0.7688	0.8818	0.8215	0.9597
0.0926	76.0	8056	0.1292	0.7176	0.8592	0.7821	71	0.6471	0.8462	0.7333	65	0.8476	0.9267	0.8854	150	0.675	0.8182	0.7397	33	0.8387	0.9286	0.8814	28	0.7605	0.8876	0.8191	0.9600
0.0918	77.0	8162	0.1306	0.7176	0.8592	0.7821	71	0.6471	0.8462	0.7333	65	0.8528	0.9267	0.8882	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7649	0.8905	0.8229	0.9602
0.0893	78.0	8268	0.1308	0.7176	0.8592	0.7821	71	0.6512	0.8615	0.7417	65	0.8528	0.9267	0.8882	150	0.675	0.8182	0.7397	33	0.8667	0.9286	0.8966	28	0.7649	0.8905	0.8229	0.9602
0.0899	79.0	8374	0.1349	0.7176	0.8592	0.7821	71	0.6222	0.8615	0.7226	65	0.8704	0.94	0.9038	150	0.6585	0.8182	0.7297	33	0.8125	0.9286	0.8667	28	0.7585	0.8963	0.8217	0.9581
0.09	80.0	8480	0.1313	0.7176	0.8592	0.7821	71	0.6512	0.8615	0.7417	65	0.8704	0.94	0.9038	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7723	0.8991	0.8309	0.9602
0.088	81.0	8586	0.1318	0.7176	0.8592	0.7821	71	0.6512	0.8615	0.7417	65	0.8476	0.9267	0.8854	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7635	0.8934	0.8234	0.9595
0.09	82.0	8692	0.1312	0.7093	0.8592	0.7771	71	0.6395	0.8462	0.7285	65	0.8476	0.9267	0.8854	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7592	0.8905	0.8196	0.9595
0.0904	83.0	8798	0.1310	0.7093	0.8592	0.7771	71	0.6588	0.8615	0.7467	65	0.8589	0.9333	0.8946	150	0.675	0.8182	0.7397	33	0.8667	0.9286	0.8966	28	0.7673	0.8934	0.8256	0.9600
0.0898	84.0	8904	0.1294	0.7143	0.8451	0.7742	71	0.6667	0.8615	0.7517	65	0.8476	0.9267	0.8854	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7667	0.8905	0.824	0.9597
0.0894	85.0	9010	0.1317	0.7093	0.8592	0.7771	71	0.6667	0.8615	0.7517	65	0.8589	0.9333	0.8946	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7698	0.8963	0.8282	0.9602
0.0874	86.0	9116	0.1306	0.7176	0.8592	0.7821	71	0.6667	0.8615	0.7517	65	0.8758	0.94	0.9068	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7781	0.8991	0.8342	0.9614
0.086	87.0	9222	0.1304	0.7176	0.8592	0.7821	71	0.6512	0.8615	0.7417	65	0.8589	0.9333	0.8946	150	0.675	0.8182	0.7397	33	0.8667	0.9286	0.8966	28	0.7673	0.8934	0.8256	0.9600
0.0879	88.0	9328	0.1293	0.7143	0.8451	0.7742	71	0.6588	0.8615	0.7467	65	0.8528	0.9267	0.8882	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7667	0.8905	0.824	0.9600
0.0897	89.0	9434	0.1298	0.7176	0.8592	0.7821	71	0.6588	0.8615	0.7467	65	0.8528	0.9267	0.8882	150	0.6585	0.8182	0.7297	33	0.8667	0.9286	0.8966	28	0.7649	0.8905	0.8229	0.9600
0.0874	90.0	9540	0.1309	0.7176	0.8592	0.7821	71	0.6512	0.8615	0.7417	65	0.8642	0.9333	0.8974	150	0.675	0.8182	0.7397	33	0.8667	0.9286	0.8966	28	0.7692	0.8934	0.8267	0.9600
0.0878	91.0	9646	0.1298	0.7176	0.8592	0.7821	71	0.6667	0.8615	0.7517	65	0.8528	0.9267	0.8882	150	0.675	0.8182	0.7397	33	0.8667	0.9286	0.8966	28	0.7687	0.8905	0.8251	0.9607
0.088	92.0	9752	0.1297	0.7176	0.8592	0.7821	71	0.6548	0.8462	0.7383	65	0.8528	0.9267	0.8882	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7667	0.8905	0.824	0.9605
0.0882	93.0	9858	0.1292	0.7176	0.8592	0.7821	71	0.6548	0.8462	0.7383	65	0.8528	0.9267	0.8882	150	0.7	0.8485	0.7671	33	0.8667	0.9286	0.8966	28	0.7687	0.8905	0.8251	0.9607
0.0875	94.0	9964	0.1314	0.7176	0.8592	0.7821	71	0.6548	0.8462	0.7383	65	0.8528	0.9267	0.8882	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7667	0.8905	0.824	0.9602
0.0881	95.0	10070	0.1308	0.7176	0.8592	0.7821	71	0.6588	0.8615	0.7467	65	0.8528	0.9267	0.8882	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7673	0.8934	0.8256	0.9602
0.0848	96.0	10176	0.1302	0.7176	0.8592	0.7821	71	0.6588	0.8615	0.7467	65	0.8528	0.9267	0.8882	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7673	0.8934	0.8256	0.9602
0.0873	97.0	10282	0.1299	0.7176	0.8592	0.7821	71	0.6667	0.8615	0.7517	65	0.8528	0.9267	0.8882	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7692	0.8934	0.8267	0.9607
0.087	98.0	10388	0.1296	0.7176	0.8592	0.7821	71	0.6548	0.8462	0.7383	65	0.8528	0.9267	0.8882	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7667	0.8905	0.824	0.9605
0.0868	99.0	10494	0.1298	0.7176	0.8592	0.7821	71	0.6548	0.8462	0.7383	65	0.8528	0.9267	0.8882	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7667	0.8905	0.824	0.9605
0.0871	100.0	10600	0.1297	0.7176	0.8592	0.7821	71	0.6548	0.8462	0.7383	65	0.8528	0.9267	0.8882	150	0.6829	0.8485	0.7568	33	0.8667	0.9286	0.8966	28	0.7667	0.8905	0.824	0.9605

Framework versions

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