nerugm-lora-r8-4

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: 0.1361
• Location Precision: 0.7470
• Location Recall: 0.8493
• Location F1: 0.7949
• Location Number: 73
• Organization Precision: 0.6667
• Organization Recall: 0.8308
• Organization F1: 0.7397
• Organization Number: 65
• Person Precision: 0.8466
• Person Recall: 0.92
• Person F1: 0.8818
• Person Number: 150
• Quantity Precision: 0.6111
• Quantity Recall: 0.7586
• Quantity F1: 0.6769
• Quantity Number: 29
• Time Precision: 0.7317
• Time Recall: 0.8824
• Time F1: 0.8
• Time Number: 34
• Overall Precision: 0.7574
• Overall Recall: 0.8718
• Overall F1: 0.8106
• Overall Accuracy: 0.9564

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
1.2587	1.0	106	0.7307	0.0	0.0	0.0	73	0.0	0.0	0.0	65	0.0	0.0	0.0	150	0.0	0.0	0.0	29	0.0	0.0	0.0	34	0.0	0.0	0.0	0.8366
0.7063	2.0	212	0.6230	0.0	0.0	0.0	73	0.0	0.0	0.0	65	0.1667	0.0067	0.0128	150	0.0	0.0	0.0	29	0.0	0.0	0.0	34	0.1429	0.0028	0.0056	0.8376
0.612	3.0	318	0.5286	0.3333	0.0137	0.0263	73	0.0	0.0	0.0	65	0.3158	0.04	0.0710	150	0.0	0.0	0.0	29	0.0	0.0	0.0	34	0.2121	0.0199	0.0365	0.8437
0.5187	4.0	424	0.4289	0.5833	0.0959	0.1647	73	0.0769	0.0154	0.0256	65	0.3542	0.2267	0.2764	150	0.0	0.0	0.0	29	0.3889	0.2059	0.2692	34	0.3525	0.1396	0.2	0.8700
0.4206	5.0	530	0.3427	0.5	0.3425	0.4065	73	0.3590	0.2154	0.2692	65	0.6626	0.72	0.6901	150	0.125	0.0345	0.0541	29	0.6061	0.5882	0.5970	34	0.5734	0.4786	0.5217	0.9094
0.3388	6.0	636	0.2868	0.5366	0.6027	0.5677	73	0.4091	0.4154	0.4122	65	0.7181	0.9	0.7988	150	0.375	0.4138	0.3934	29	0.6842	0.7647	0.7222	34	0.6010	0.6952	0.6446	0.9271
0.2819	7.0	742	0.2395	0.5333	0.6575	0.5890	73	0.3867	0.4462	0.4143	65	0.7514	0.9067	0.8218	150	0.4	0.4828	0.4375	29	0.6923	0.7941	0.7397	34	0.6048	0.7236	0.6589	0.9308
0.2487	8.0	848	0.2158	0.5851	0.7534	0.6587	73	0.4375	0.5385	0.4828	65	0.7640	0.9067	0.8293	150	0.3824	0.4483	0.4127	29	0.675	0.7941	0.7297	34	0.6244	0.7578	0.6847	0.9363
0.2255	9.0	954	0.2009	0.6211	0.8082	0.7024	73	0.4667	0.6462	0.5419	65	0.7816	0.9067	0.8395	150	0.4062	0.4483	0.4262	29	0.6341	0.7647	0.6933	34	0.6389	0.7863	0.7050	0.9375
0.2062	10.0	1060	0.1921	0.6630	0.8356	0.7394	73	0.4946	0.7077	0.5823	65	0.7667	0.92	0.8364	150	0.5	0.5517	0.5246	29	0.7	0.8235	0.7568	34	0.6613	0.8234	0.7335	0.9419
0.1965	11.0	1166	0.1852	0.625	0.8219	0.7101	73	0.4898	0.7385	0.5890	65	0.7697	0.9133	0.8354	150	0.5	0.6207	0.5538	29	0.6512	0.8235	0.7273	34	0.6452	0.8291	0.7257	0.9397
0.1818	12.0	1272	0.1794	0.6598	0.8767	0.7529	73	0.4848	0.7385	0.5854	65	0.7861	0.9067	0.8421	150	0.4474	0.5862	0.5075	29	0.6444	0.8529	0.7342	34	0.6504	0.8376	0.7323	0.9419
0.1747	13.0	1378	0.1656	0.6813	0.8493	0.7561	73	0.5393	0.7385	0.6234	65	0.7771	0.9067	0.8369	150	0.5588	0.6552	0.6032	29	0.7179	0.8235	0.7671	34	0.6846	0.8348	0.7522	0.9468
0.1723	14.0	1484	0.1645	0.7045	0.8493	0.7702	73	0.5	0.7538	0.6012	65	0.8	0.9067	0.8500	150	0.5	0.6207	0.5538	29	0.6364	0.8235	0.7179	34	0.6720	0.8348	0.7446	0.9456
0.1626	15.0	1590	0.1666	0.6632	0.8630	0.75	73	0.5053	0.7385	0.6	65	0.7953	0.9067	0.8474	150	0.5	0.6552	0.5672	29	0.6818	0.8824	0.7692	34	0.6682	0.8433	0.7456	0.9441
0.1582	16.0	1696	0.1590	0.6630	0.8356	0.7394	73	0.5455	0.7385	0.6275	65	0.8047	0.9067	0.8527	150	0.5789	0.7586	0.6567	29	0.6591	0.8529	0.7436	34	0.6868	0.8433	0.7570	0.9473
0.1556	17.0	1802	0.1609	0.6889	0.8493	0.7607	73	0.5161	0.7385	0.6076	65	0.8	0.9067	0.8500	150	0.5526	0.7241	0.6269	29	0.6818	0.8824	0.7692	34	0.6828	0.8462	0.7557	0.9471
0.1521	18.0	1908	0.1528	0.7045	0.8493	0.7702	73	0.5333	0.7385	0.6194	65	0.8155	0.9133	0.8616	150	0.5676	0.7241	0.6364	29	0.7209	0.9118	0.8052	34	0.7019	0.8519	0.7696	0.9498
0.1507	19.0	2014	0.1536	0.7126	0.8493	0.7750	73	0.5319	0.7692	0.6289	65	0.8036	0.9	0.8491	150	0.5405	0.6897	0.6061	29	0.7209	0.9118	0.8052	34	0.6946	0.8490	0.7641	0.9491
0.1426	20.0	2120	0.1492	0.7126	0.8493	0.7750	73	0.5542	0.7077	0.6216	65	0.8133	0.9	0.8544	150	0.5135	0.6552	0.5758	29	0.7209	0.9118	0.8052	34	0.7043	0.8348	0.7640	0.9500
0.1406	21.0	2226	0.1474	0.7241	0.8630	0.7875	73	0.5595	0.7231	0.6309	65	0.8024	0.8933	0.8454	150	0.5405	0.6897	0.6061	29	0.7381	0.9118	0.8158	34	0.7074	0.8405	0.7682	0.9525
0.1375	22.0	2332	0.1531	0.6923	0.8630	0.7683	73	0.5213	0.7538	0.6164	65	0.8	0.9067	0.8500	150	0.5676	0.7241	0.6364	29	0.7209	0.9118	0.8052	34	0.6897	0.8547	0.7634	0.9478
0.1359	23.0	2438	0.1470	0.7294	0.8493	0.7848	73	0.5484	0.7846	0.6456	65	0.8144	0.9067	0.8580	150	0.5676	0.7241	0.6364	29	0.7442	0.9412	0.8312	34	0.7106	0.8604	0.7784	0.9527
0.1326	24.0	2544	0.1508	0.7191	0.8767	0.7901	73	0.5506	0.7538	0.6364	65	0.8242	0.9067	0.8635	150	0.5946	0.7586	0.6667	29	0.7209	0.9118	0.8052	34	0.7139	0.8604	0.7804	0.9518
0.1278	25.0	2650	0.1543	0.7	0.8630	0.7730	73	0.5319	0.7692	0.6289	65	0.8242	0.9067	0.8635	150	0.6053	0.7931	0.6866	29	0.7209	0.9118	0.8052	34	0.7047	0.8632	0.7759	0.9493
0.1302	26.0	2756	0.1448	0.7176	0.8356	0.7722	73	0.5357	0.6923	0.6040	65	0.8133	0.9	0.8544	150	0.5833	0.7241	0.6462	29	0.7209	0.9118	0.8052	34	0.7077	0.8348	0.7660	0.9505
0.1266	27.0	2862	0.1450	0.7093	0.8356	0.7673	73	0.5595	0.7231	0.6309	65	0.8354	0.9133	0.8726	150	0.5946	0.7586	0.6667	29	0.7381	0.9118	0.8158	34	0.7215	0.8490	0.7801	0.9527
0.1244	28.0	2968	0.1475	0.6889	0.8493	0.7607	73	0.5698	0.7538	0.6490	65	0.8354	0.9133	0.8726	150	0.5789	0.7586	0.6567	29	0.6977	0.8824	0.7792	34	0.7126	0.8547	0.7772	0.9520
0.1223	29.0	3074	0.1505	0.7111	0.8767	0.7853	73	0.5506	0.7538	0.6364	65	0.8354	0.9133	0.8726	150	0.5676	0.7241	0.6364	29	0.6977	0.8824	0.7792	34	0.7116	0.8575	0.7778	0.9508
0.1216	30.0	3180	0.1403	0.7176	0.8356	0.7722	73	0.5823	0.7077	0.6389	65	0.8242	0.9067	0.8635	150	0.5882	0.6897	0.6349	29	0.8205	0.9412	0.8767	34	0.7338	0.8405	0.7835	0.9537
0.1197	31.0	3286	0.1418	0.7093	0.8356	0.7673	73	0.5732	0.7231	0.6395	65	0.8415	0.92	0.8790	150	0.6286	0.7586	0.6875	29	0.7561	0.9118	0.8267	34	0.7328	0.8519	0.7879	0.9535
0.1175	32.0	3392	0.1450	0.7126	0.8493	0.7750	73	0.5682	0.7692	0.6536	65	0.8415	0.92	0.8790	150	0.5946	0.7586	0.6667	29	0.7143	0.8824	0.7895	34	0.7225	0.8604	0.7854	0.9527
0.1178	33.0	3498	0.1420	0.7126	0.8493	0.7750	73	0.5529	0.7231	0.6267	65	0.8242	0.9067	0.8635	150	0.6571	0.7931	0.7188	29	0.7381	0.9118	0.8158	34	0.7222	0.8519	0.7817	0.9520
0.1142	34.0	3604	0.1420	0.7126	0.8493	0.7750	73	0.5663	0.7231	0.6351	65	0.8354	0.9133	0.8726	150	0.6389	0.7931	0.7077	29	0.7143	0.8824	0.7895	34	0.7257	0.8519	0.7837	0.9532
0.1159	35.0	3710	0.1450	0.7241	0.8630	0.7875	73	0.5647	0.7385	0.64	65	0.8415	0.92	0.8790	150	0.6154	0.8276	0.7059	29	0.7143	0.8824	0.7895	34	0.7266	0.8632	0.7891	0.9532
0.1131	36.0	3816	0.1435	0.7079	0.8630	0.7778	73	0.5698	0.7538	0.6490	65	0.8405	0.9133	0.8754	150	0.6389	0.7931	0.7077	29	0.7143	0.8824	0.7895	34	0.7260	0.8604	0.7875	0.9540
0.113	37.0	3922	0.1523	0.7045	0.8493	0.7702	73	0.5306	0.8	0.6380	65	0.8155	0.9133	0.8616	150	0.5641	0.7586	0.6471	29	0.6977	0.8824	0.7792	34	0.6950	0.8632	0.7700	0.9493
0.1122	38.0	4028	0.1412	0.7294	0.8493	0.7848	73	0.5949	0.7231	0.6528	65	0.8204	0.9133	0.8644	150	0.5946	0.7586	0.6667	29	0.7143	0.8824	0.7895	34	0.7268	0.8490	0.7832	0.9535
0.1097	39.0	4134	0.1437	0.7241	0.8630	0.7875	73	0.5495	0.7692	0.6410	65	0.8364	0.92	0.8762	150	0.6053	0.7931	0.6866	29	0.7143	0.8824	0.7895	34	0.7187	0.8661	0.7855	0.9532
0.1098	40.0	4240	0.1413	0.7209	0.8493	0.7799	73	0.5698	0.7538	0.6490	65	0.8354	0.9133	0.8726	150	0.6053	0.7931	0.6866	29	0.7143	0.8824	0.7895	34	0.7236	0.8575	0.7849	0.9540
0.1078	41.0	4346	0.1426	0.7412	0.8630	0.7975	73	0.5765	0.7538	0.6533	65	0.8232	0.9	0.8599	150	0.5789	0.7586	0.6567	29	0.7143	0.8824	0.7895	34	0.7222	0.8519	0.7817	0.9535
0.1095	42.0	4452	0.1465	0.7241	0.8630	0.7875	73	0.5435	0.7692	0.6369	65	0.8282	0.9	0.8626	150	0.525	0.7241	0.6087	29	0.7143	0.8824	0.7895	34	0.7052	0.8519	0.7716	0.9525
0.1082	43.0	4558	0.1410	0.7209	0.8493	0.7799	73	0.5854	0.7385	0.6531	65	0.8253	0.9133	0.8671	150	0.6053	0.7931	0.6866	29	0.7143	0.8824	0.7895	34	0.7246	0.8547	0.7843	0.9542
0.1065	44.0	4664	0.1387	0.7326	0.8630	0.7925	73	0.5854	0.7385	0.6531	65	0.8193	0.9067	0.8608	150	0.5946	0.7586	0.6667	29	0.7317	0.8824	0.8	34	0.7257	0.8519	0.7837	0.9542
0.1058	45.0	4770	0.1392	0.7442	0.8767	0.8050	73	0.5976	0.7538	0.6667	65	0.8263	0.92	0.8707	150	0.6111	0.7586	0.6769	29	0.7317	0.8824	0.8	34	0.7354	0.8632	0.7942	0.9555
0.1033	46.0	4876	0.1364	0.7294	0.8493	0.7848	73	0.5854	0.7385	0.6531	65	0.8395	0.9067	0.8718	150	0.6	0.7241	0.6562	29	0.7317	0.8824	0.8	34	0.7333	0.8462	0.7857	0.9542
0.1057	47.0	4982	0.1411	0.7241	0.8630	0.7875	73	0.5765	0.7538	0.6533	65	0.8364	0.92	0.8762	150	0.5897	0.7931	0.6765	29	0.7143	0.8824	0.7895	34	0.7249	0.8632	0.7880	0.9547
0.1062	48.0	5088	0.1432	0.7442	0.8767	0.8050	73	0.6049	0.7538	0.6712	65	0.8323	0.9267	0.8770	150	0.6053	0.7931	0.6866	29	0.7143	0.8824	0.7895	34	0.7367	0.8689	0.7974	0.9547
0.1006	49.0	5194	0.1407	0.7326	0.8630	0.7925	73	0.5976	0.7538	0.6667	65	0.8364	0.92	0.8762	150	0.6111	0.7586	0.6769	29	0.7143	0.8824	0.7895	34	0.7348	0.8604	0.7927	0.9552
0.1004	50.0	5300	0.1403	0.7442	0.8767	0.8050	73	0.5814	0.7692	0.6623	65	0.8373	0.9267	0.8797	150	0.5676	0.7241	0.6364	29	0.7143	0.8824	0.7895	34	0.7290	0.8661	0.7917	0.9545
0.1004	51.0	5406	0.1399	0.7209	0.8493	0.7799	73	0.5833	0.7538	0.6577	65	0.8313	0.92	0.8734	150	0.5833	0.7241	0.6462	29	0.7143	0.8824	0.7895	34	0.7246	0.8547	0.7843	0.9545
0.1	52.0	5512	0.1423	0.7326	0.8630	0.7925	73	0.5904	0.7538	0.6622	65	0.8313	0.92	0.8734	150	0.5897	0.7931	0.6765	29	0.7143	0.8824	0.7895	34	0.7284	0.8632	0.7901	0.9542
0.099	53.0	5618	0.1469	0.7209	0.8493	0.7799	73	0.5368	0.7846	0.6375	65	0.8303	0.9133	0.8698	150	0.575	0.7931	0.6667	29	0.6977	0.8824	0.7792	34	0.7063	0.8632	0.7769	0.9525
0.0966	54.0	5724	0.1407	0.7093	0.8356	0.7673	73	0.5667	0.7846	0.6581	65	0.8293	0.9067	0.8662	150	0.6111	0.7586	0.6769	29	0.7143	0.8824	0.7895	34	0.7177	0.8547	0.7802	0.9527
0.0993	55.0	5830	0.1426	0.7381	0.8493	0.7898	73	0.5532	0.8	0.6541	65	0.8364	0.92	0.8762	150	0.5641	0.7586	0.6471	29	0.7143	0.8824	0.7895	34	0.7170	0.8661	0.7845	0.9540
0.0987	56.0	5936	0.1403	0.7126	0.8493	0.7750	73	0.5862	0.7846	0.6711	65	0.8373	0.9267	0.8797	150	0.6111	0.7586	0.6769	29	0.7317	0.8824	0.8	34	0.7290	0.8661	0.7917	0.9547
0.0994	57.0	6042	0.1433	0.7470	0.8493	0.7949	73	0.5474	0.8	0.65	65	0.8415	0.92	0.8790	150	0.5946	0.7586	0.6667	29	0.7317	0.8824	0.8	34	0.7238	0.8661	0.7886	0.9530
0.0975	58.0	6148	0.1404	0.7381	0.8493	0.7898	73	0.5714	0.8	0.6667	65	0.8415	0.92	0.8790	150	0.6111	0.7586	0.6769	29	0.7317	0.8824	0.8	34	0.7308	0.8661	0.7927	0.9540
0.0976	59.0	6254	0.1359	0.7262	0.8356	0.7771	73	0.6145	0.7846	0.6892	65	0.8528	0.9267	0.8882	150	0.5833	0.7241	0.6462	29	0.7561	0.9118	0.8267	34	0.7445	0.8632	0.7995	0.9562
0.0964	60.0	6360	0.1385	0.7176	0.8356	0.7722	73	0.6190	0.8	0.6980	65	0.8415	0.92	0.8790	150	0.5946	0.7586	0.6667	29	0.7317	0.8824	0.8	34	0.7372	0.8632	0.7953	0.9557
0.0954	61.0	6466	0.1355	0.7262	0.8356	0.7771	73	0.6190	0.8	0.6980	65	0.8395	0.9067	0.8718	150	0.6111	0.7586	0.6769	29	0.7561	0.9118	0.8267	34	0.7420	0.8604	0.7968	0.9555
0.0938	62.0	6572	0.1392	0.7381	0.8493	0.7898	73	0.65	0.8	0.7172	65	0.8405	0.9133	0.8754	150	0.5946	0.7586	0.6667	29	0.7317	0.8824	0.8	34	0.7481	0.8632	0.8016	0.9559
0.0935	63.0	6678	0.1419	0.7381	0.8493	0.7898	73	0.6023	0.8154	0.6928	65	0.8303	0.9133	0.8698	150	0.6111	0.7586	0.6769	29	0.7143	0.8824	0.7895	34	0.7325	0.8661	0.7937	0.9542
0.0943	64.0	6784	0.1351	0.7470	0.8493	0.7949	73	0.65	0.8	0.7172	65	0.8373	0.9267	0.8797	150	0.6111	0.7586	0.6769	29	0.7561	0.9118	0.8267	34	0.7537	0.8718	0.8085	0.9572
0.093	65.0	6890	0.1373	0.7209	0.8493	0.7799	73	0.6463	0.8154	0.7211	65	0.8466	0.92	0.8818	150	0.5946	0.7586	0.6667	29	0.7317	0.8824	0.8	34	0.7457	0.8689	0.8026	0.9555
0.0922	66.0	6996	0.1363	0.7590	0.8630	0.8077	73	0.6341	0.8	0.7075	65	0.8364	0.92	0.8762	150	0.6111	0.7586	0.6769	29	0.7561	0.9118	0.8267	34	0.7518	0.8718	0.8074	0.9569
0.0912	67.0	7102	0.1376	0.75	0.8630	0.8025	73	0.6463	0.8154	0.7211	65	0.8405	0.9133	0.8754	150	0.5946	0.7586	0.6667	29	0.7317	0.8824	0.8	34	0.7494	0.8689	0.8047	0.9557
0.0908	68.0	7208	0.1389	0.7381	0.8493	0.7898	73	0.6386	0.8154	0.7162	65	0.8509	0.9133	0.8810	150	0.5946	0.7586	0.6667	29	0.7317	0.8824	0.8	34	0.7488	0.8661	0.8032	0.9559
0.0905	69.0	7314	0.1376	0.7294	0.8493	0.7848	73	0.6543	0.8154	0.7260	65	0.8466	0.92	0.8818	150	0.6053	0.7931	0.6866	29	0.7317	0.8824	0.8	34	0.75	0.8718	0.8063	0.9564
0.0913	70.0	7420	0.1340	0.7561	0.8493	0.8000	73	0.6296	0.7846	0.6986	65	0.8364	0.92	0.8762	150	0.5833	0.7241	0.6462	29	0.7561	0.9118	0.8267	34	0.7481	0.8632	0.8016	0.9564
0.0916	71.0	7526	0.1396	0.7381	0.8493	0.7898	73	0.6136	0.8308	0.7059	65	0.8466	0.92	0.8818	150	0.6216	0.7931	0.6970	29	0.7561	0.9118	0.8267	34	0.7458	0.8775	0.8063	0.9552
0.0902	72.0	7632	0.1355	0.7470	0.8493	0.7949	73	0.6543	0.8154	0.7260	65	0.8415	0.92	0.8790	150	0.6111	0.7586	0.6769	29	0.7561	0.9118	0.8267	34	0.7556	0.8718	0.8095	0.9569
0.0912	73.0	7738	0.1356	0.7381	0.8493	0.7898	73	0.6543	0.8154	0.7260	65	0.8466	0.92	0.8818	150	0.6111	0.7586	0.6769	29	0.7561	0.9118	0.8267	34	0.7556	0.8718	0.8095	0.9567
0.0892	74.0	7844	0.1321	0.7590	0.8630	0.8077	73	0.6364	0.7538	0.6901	65	0.8519	0.92	0.8846	150	0.5833	0.7241	0.6462	29	0.7561	0.9118	0.8267	34	0.7569	0.8604	0.8053	0.9567
0.0895	75.0	7950	0.1352	0.7470	0.8493	0.7949	73	0.6456	0.7846	0.7083	65	0.8466	0.92	0.8818	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7587	0.8689	0.8101	0.9562
0.0905	76.0	8056	0.1348	0.7470	0.8493	0.7949	73	0.65	0.8	0.7172	65	0.8466	0.92	0.8818	150	0.5833	0.7241	0.6462	29	0.7561	0.9118	0.8267	34	0.7543	0.8661	0.8064	0.9562
0.0895	77.0	8162	0.1344	0.7470	0.8493	0.7949	73	0.65	0.8	0.7172	65	0.8519	0.92	0.8846	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7612	0.8718	0.8127	0.9572
0.0882	78.0	8268	0.1357	0.7470	0.8493	0.7949	73	0.6543	0.8154	0.7260	65	0.8519	0.92	0.8846	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7618	0.8746	0.8143	0.9574
0.0877	79.0	8374	0.1407	0.7381	0.8493	0.7898	73	0.6364	0.8615	0.7320	65	0.8415	0.92	0.8790	150	0.6216	0.7931	0.6970	29	0.7317	0.8824	0.8	34	0.7464	0.8803	0.8078	0.9562
0.0876	80.0	8480	0.1383	0.7470	0.8493	0.7949	73	0.6506	0.8308	0.7297	65	0.8415	0.92	0.8790	150	0.6389	0.7931	0.7077	29	0.7317	0.8824	0.8	34	0.7543	0.8746	0.8100	0.9562
0.0865	81.0	8586	0.1364	0.7470	0.8493	0.7949	73	0.6585	0.8308	0.7347	65	0.8519	0.92	0.8846	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7624	0.8775	0.8159	0.9572
0.0882	82.0	8692	0.1346	0.7470	0.8493	0.7949	73	0.6506	0.8308	0.7297	65	0.8519	0.92	0.8846	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7605	0.8775	0.8148	0.9572
0.0868	83.0	8798	0.1371	0.7381	0.8493	0.7898	73	0.6585	0.8308	0.7347	65	0.8415	0.92	0.8790	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7568	0.8775	0.8127	0.9569
0.0884	84.0	8904	0.1361	0.7381	0.8493	0.7898	73	0.6585	0.8308	0.7347	65	0.8519	0.92	0.8846	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7605	0.8775	0.8148	0.9574
0.088	85.0	9010	0.1368	0.7470	0.8493	0.7949	73	0.6585	0.8308	0.7347	65	0.8466	0.92	0.8818	150	0.6111	0.7586	0.6769	29	0.7561	0.9118	0.8267	34	0.7580	0.8746	0.8122	0.9572
0.0869	86.0	9116	0.1348	0.7470	0.8493	0.7949	73	0.6543	0.8154	0.7260	65	0.8466	0.92	0.8818	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7599	0.8746	0.8132	0.9574
0.0861	87.0	9222	0.1350	0.7470	0.8493	0.7949	73	0.6667	0.8308	0.7397	65	0.8466	0.92	0.8818	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7624	0.8775	0.8159	0.9577
0.0853	88.0	9328	0.1359	0.7470	0.8493	0.7949	73	0.6667	0.8308	0.7397	65	0.8466	0.92	0.8818	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7624	0.8775	0.8159	0.9572
0.0873	89.0	9434	0.1357	0.7470	0.8493	0.7949	73	0.6667	0.8308	0.7397	65	0.8519	0.92	0.8846	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7643	0.8775	0.8170	0.9574
0.0869	90.0	9540	0.1345	0.7470	0.8493	0.7949	73	0.6667	0.8308	0.7397	65	0.8519	0.92	0.8846	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7643	0.8775	0.8170	0.9577
0.0855	91.0	9646	0.1360	0.7470	0.8493	0.7949	73	0.6429	0.8308	0.7248	65	0.8519	0.92	0.8846	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7586	0.8775	0.8137	0.9567
0.0863	92.0	9752	0.1356	0.7470	0.8493	0.7949	73	0.6585	0.8308	0.7347	65	0.8519	0.92	0.8846	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7624	0.8775	0.8159	0.9572
0.0858	93.0	9858	0.1360	0.7470	0.8493	0.7949	73	0.6667	0.8308	0.7397	65	0.8466	0.92	0.8818	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7624	0.8775	0.8159	0.9572
0.0857	94.0	9964	0.1353	0.7470	0.8493	0.7949	73	0.6667	0.8308	0.7397	65	0.8519	0.92	0.8846	150	0.6389	0.7931	0.7077	29	0.7561	0.9118	0.8267	34	0.7643	0.8775	0.8170	0.9574
0.0862	95.0	10070	0.1362	0.7470	0.8493	0.7949	73	0.6667	0.8308	0.7397	65	0.8466	0.92	0.8818	150	0.6111	0.7586	0.6769	29	0.7561	0.9118	0.8267	34	0.7599	0.8746	0.8132	0.9569
0.0864	96.0	10176	0.1357	0.7470	0.8493	0.7949	73	0.6667	0.8308	0.7397	65	0.8466	0.92	0.8818	150	0.6111	0.7586	0.6769	29	0.7561	0.9118	0.8267	34	0.7599	0.8746	0.8132	0.9567
0.0849	97.0	10282	0.1357	0.7470	0.8493	0.7949	73	0.6667	0.8308	0.7397	65	0.8466	0.92	0.8818	150	0.6111	0.7586	0.6769	29	0.7561	0.9118	0.8267	34	0.7599	0.8746	0.8132	0.9567
0.0836	98.0	10388	0.1361	0.7470	0.8493	0.7949	73	0.6667	0.8308	0.7397	65	0.8466	0.92	0.8818	150	0.6111	0.7586	0.6769	29	0.7317	0.8824	0.8	34	0.7574	0.8718	0.8106	0.9564
0.0831	99.0	10494	0.1360	0.7470	0.8493	0.7949	73	0.6667	0.8308	0.7397	65	0.8466	0.92	0.8818	150	0.6111	0.7586	0.6769	29	0.7317	0.8824	0.8	34	0.7574	0.8718	0.8106	0.9567
0.085	100.0	10600	0.1361	0.7470	0.8493	0.7949	73	0.6667	0.8308	0.7397	65	0.8466	0.92	0.8818	150	0.6111	0.7586	0.6769	29	0.7317	0.8824	0.8	34	0.7574	0.8718	0.8106	0.9564

Framework versions

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