nerugm-pt-pl30-4

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: 0.1850
• Location Precision: 0.8375
• Location Recall: 0.9178
• Location F1: 0.8758
• Location Number: 73
• Organization Precision: 0.6538
• Organization Recall: 0.7846
• Organization F1: 0.7133
• Organization Number: 65
• Person Precision: 0.8688
• Person Recall: 0.9267
• Person F1: 0.8968
• Person Number: 150
• Quantity Precision: 0.7576
• Quantity Recall: 0.8621
• Quantity F1: 0.8065
• Quantity Number: 29
• Time Precision: 0.7895
• Time Recall: 0.8824
• Time F1: 0.8333
• Time Number: 34
• Overall Precision: 0.8021
• Overall Recall: 0.8889
• Overall F1: 0.8432
• Overall Accuracy: 0.9636

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
1.0106	1.0	106	0.5844	0.0	0.0	0.0	73	0.0	0.0	0.0	65	0.1053	0.0133	0.0237	150	0.0	0.0	0.0	29	0.0	0.0	0.0	34	0.0606	0.0057	0.0104	0.8403
0.4994	2.0	212	0.3692	0.4062	0.1781	0.2476	73	0.0625	0.0462	0.0531	65	0.5672	0.76	0.6496	150	0.1364	0.1034	0.1176	29	0.5625	0.5294	0.5455	34	0.4507	0.4302	0.4402	0.8974
0.3195	3.0	318	0.2105	0.5667	0.6986	0.6258	73	0.3548	0.3385	0.3465	65	0.7614	0.8933	0.8221	150	0.5	0.5862	0.5397	29	0.8056	0.8529	0.8286	34	0.6357	0.7208	0.6756	0.9308
0.2206	4.0	424	0.1735	0.6591	0.7945	0.7205	73	0.4898	0.7385	0.5890	65	0.8095	0.9067	0.8553	150	0.4773	0.7241	0.5753	29	0.8649	0.9412	0.9014	34	0.6782	0.8405	0.7506	0.9429
0.1791	5.0	530	0.1584	0.6413	0.8082	0.7152	73	0.5281	0.7231	0.6104	65	0.8204	0.9133	0.8644	150	0.5	0.7241	0.5915	29	0.6889	0.9118	0.7848	34	0.6782	0.8405	0.7506	0.9456
0.1602	6.0	636	0.1800	0.6742	0.8219	0.7407	73	0.56	0.8615	0.6788	65	0.8081	0.9267	0.8634	150	0.4898	0.8276	0.6154	29	0.6591	0.8529	0.7436	34	0.6784	0.8775	0.7652	0.9417
0.1484	7.0	742	0.1419	0.7209	0.8493	0.7799	73	0.6047	0.8	0.6887	65	0.8373	0.9267	0.8797	150	0.5854	0.8276	0.6857	29	0.75	0.8824	0.8108	34	0.7327	0.8746	0.7974	0.9550
0.1372	8.0	848	0.1439	0.6703	0.8356	0.7439	73	0.6047	0.8	0.6887	65	0.8476	0.9267	0.8854	150	0.5854	0.8276	0.6857	29	0.775	0.9118	0.8378	34	0.7275	0.8746	0.7943	0.9527
0.1271	9.0	954	0.1298	0.7683	0.8630	0.8129	73	0.5889	0.8154	0.6839	65	0.8805	0.9333	0.9061	150	0.6944	0.8621	0.7692	29	0.8205	0.9412	0.8767	34	0.7709	0.8917	0.8269	0.9584
0.1255	10.0	1060	0.1276	0.7875	0.8630	0.8235	73	0.6296	0.7846	0.6986	65	0.8797	0.9267	0.9026	150	0.6410	0.8621	0.7353	29	0.8378	0.9118	0.8732	34	0.7823	0.8803	0.8284	0.9601
0.118	11.0	1166	0.1304	0.7654	0.8493	0.8052	73	0.6190	0.8	0.6980	65	0.8616	0.9133	0.8867	150	0.6410	0.8621	0.7353	29	0.7895	0.8824	0.8333	34	0.7631	0.8718	0.8138	0.9584
0.1125	12.0	1272	0.1426	0.7294	0.8493	0.7848	73	0.6548	0.8462	0.7383	65	0.8434	0.9333	0.8861	150	0.6410	0.8621	0.7353	29	0.7317	0.8824	0.8	34	0.7518	0.8889	0.8146	0.9559
0.1032	13.0	1378	0.1318	0.7821	0.8356	0.8079	73	0.6087	0.8615	0.7134	65	0.8734	0.92	0.8961	150	0.6579	0.8621	0.7463	29	0.8824	0.8824	0.8824	34	0.775	0.8832	0.8256	0.9594
0.1046	14.0	1484	0.1450	0.7294	0.8493	0.7848	73	0.6207	0.8308	0.7105	65	0.8688	0.9267	0.8968	150	0.65	0.8966	0.7536	29	0.6667	0.8235	0.7368	34	0.7464	0.8803	0.8078	0.9564
0.0969	15.0	1590	0.1328	0.7683	0.8630	0.8129	73	0.6386	0.8154	0.7162	65	0.8726	0.9133	0.8925	150	0.6944	0.8621	0.7692	29	0.8378	0.9118	0.8732	34	0.7823	0.8803	0.8284	0.9619
0.0916	16.0	1696	0.1359	0.8	0.8767	0.8366	73	0.6753	0.8	0.7324	65	0.8642	0.9333	0.8974	150	0.6757	0.8621	0.7576	29	0.7838	0.8529	0.8169	34	0.7888	0.8832	0.8333	0.9626
0.0915	17.0	1802	0.1330	0.7590	0.8630	0.8077	73	0.6625	0.8154	0.7310	65	0.875	0.9333	0.9032	150	0.7576	0.8621	0.8065	29	0.8611	0.9118	0.8857	34	0.7959	0.8889	0.8398	0.9623
0.0917	18.0	1908	0.1425	0.7975	0.8630	0.8289	73	0.6625	0.8154	0.7310	65	0.8625	0.92	0.8903	150	0.6316	0.8276	0.7164	29	0.8333	0.8824	0.8571	34	0.7837	0.8775	0.8280	0.9591
0.0883	19.0	2014	0.1324	0.7975	0.8630	0.8289	73	0.6875	0.8462	0.7586	65	0.8625	0.92	0.8903	150	0.7429	0.8966	0.8125	29	0.7632	0.8529	0.8056	34	0.7934	0.8860	0.8371	0.9631
0.0838	20.0	2120	0.1400	0.7901	0.8767	0.8312	73	0.6835	0.8308	0.75	65	0.8742	0.9267	0.8997	150	0.5854	0.8276	0.6857	29	0.8857	0.9118	0.8986	34	0.7899	0.8889	0.8365	0.9614
0.0809	21.0	2226	0.1390	0.7975	0.8630	0.8289	73	0.6588	0.8615	0.7467	65	0.8519	0.92	0.8846	150	0.6970	0.7931	0.7419	29	0.8857	0.9118	0.8986	34	0.7893	0.8860	0.8349	0.9628
0.0795	22.0	2332	0.1383	0.8101	0.8767	0.8421	73	0.675	0.8308	0.7448	65	0.8797	0.9267	0.9026	150	0.6857	0.8276	0.75	29	0.7838	0.8529	0.8169	34	0.7969	0.8832	0.8378	0.9614
0.0778	23.0	2438	0.1378	0.8025	0.8904	0.8442	73	0.675	0.8308	0.7448	65	0.875	0.9333	0.9032	150	0.7879	0.8966	0.8387	29	0.8333	0.8824	0.8571	34	0.8077	0.8974	0.8502	0.9646
0.0731	24.0	2544	0.1416	0.7901	0.8767	0.8312	73	0.6512	0.8615	0.7417	65	0.8696	0.9333	0.9003	150	0.7647	0.8966	0.8254	29	0.8571	0.8824	0.8696	34	0.7960	0.9003	0.8449	0.9626
0.0729	25.0	2650	0.1511	0.7975	0.8630	0.8289	73	0.6875	0.8462	0.7586	65	0.8580	0.9267	0.8910	150	0.6	0.8276	0.6957	29	0.7632	0.8529	0.8056	34	0.7769	0.8832	0.8267	0.9609
0.0724	26.0	2756	0.1487	0.7949	0.8493	0.8212	73	0.72	0.8308	0.7714	65	0.8671	0.9133	0.8896	150	0.5714	0.8276	0.6761	29	0.725	0.8529	0.7838	34	0.7786	0.8718	0.8226	0.9589
0.0699	27.0	2862	0.1470	0.75	0.8630	0.8025	73	0.7	0.8615	0.7724	65	0.875	0.9333	0.9032	150	0.5581	0.8276	0.6667	29	0.7632	0.8529	0.8056	34	0.7704	0.8889	0.8254	0.9601
0.0669	28.0	2968	0.1365	0.8133	0.8356	0.8243	73	0.6970	0.7077	0.7023	65	0.8742	0.9267	0.8997	150	0.6857	0.8276	0.75	29	0.7895	0.8824	0.8333	34	0.8043	0.8547	0.8287	0.9633
0.0671	29.0	3074	0.1308	0.8205	0.8767	0.8477	73	0.7143	0.8462	0.7746	65	0.8634	0.9267	0.8939	150	0.7647	0.8966	0.8254	29	0.8571	0.8824	0.8696	34	0.8156	0.8946	0.8533	0.9668
0.0645	30.0	3180	0.1310	0.8026	0.8356	0.8188	73	0.6835	0.8308	0.75	65	0.875	0.9333	0.9032	150	0.7879	0.8966	0.8387	29	0.7838	0.8529	0.8169	34	0.8052	0.8832	0.8424	0.9658
0.0598	31.0	3286	0.1398	0.7529	0.8767	0.8101	73	0.6974	0.8154	0.7518	65	0.8797	0.9267	0.9026	150	0.7143	0.8621	0.7813	29	0.8056	0.8529	0.8286	34	0.7949	0.8832	0.8367	0.9636
0.0598	32.0	3392	0.1498	0.75	0.8630	0.8025	73	0.6790	0.8462	0.7534	65	0.8634	0.9267	0.8939	150	0.6486	0.8276	0.7273	29	0.7632	0.8529	0.8056	34	0.7731	0.8832	0.8245	0.9609
0.0607	33.0	3498	0.1473	0.7922	0.8356	0.8133	73	0.7013	0.8308	0.7606	65	0.8580	0.9267	0.8910	150	0.7647	0.8966	0.8254	29	0.7895	0.8824	0.8333	34	0.7990	0.8832	0.8390	0.9626
0.0583	34.0	3604	0.1407	0.8182	0.8630	0.8400	73	0.7105	0.8308	0.7660	65	0.8571	0.92	0.8875	150	0.7647	0.8966	0.8254	29	0.8158	0.9118	0.8611	34	0.8083	0.8889	0.8467	0.9670
0.0558	35.0	3710	0.1466	0.7654	0.8493	0.8052	73	0.7067	0.8154	0.7571	65	0.8562	0.9133	0.8839	150	0.7143	0.8621	0.7813	29	0.8611	0.9118	0.8857	34	0.7959	0.8775	0.8347	0.9636
0.0562	36.0	3816	0.1467	0.7722	0.8356	0.8026	73	0.6707	0.8462	0.7483	65	0.8562	0.9133	0.8839	150	0.7222	0.8966	0.8000	29	0.7692	0.8824	0.8219	34	0.7803	0.8803	0.8273	0.9626
0.0548	37.0	3922	0.1504	0.7654	0.8493	0.8052	73	0.6585	0.8308	0.7347	65	0.8679	0.92	0.8932	150	0.7143	0.8621	0.7813	29	0.8056	0.8529	0.8286	34	0.7837	0.8775	0.8280	0.9614
0.0528	38.0	4028	0.1421	0.8378	0.8493	0.8435	73	0.7101	0.7538	0.7313	65	0.8616	0.9133	0.8867	150	0.6857	0.8276	0.75	29	0.8333	0.8824	0.8571	34	0.8097	0.8604	0.8343	0.9638
0.0504	39.0	4134	0.1570	0.8125	0.8904	0.8497	73	0.7013	0.8308	0.7606	65	0.8625	0.92	0.8903	150	0.6571	0.7931	0.7188	29	0.7692	0.8824	0.8219	34	0.7928	0.8832	0.8356	0.9628
0.053	40.0	4240	0.1527	0.8	0.8767	0.8366	73	0.6322	0.8462	0.7237	65	0.8553	0.9067	0.8803	150	0.7143	0.8621	0.7813	29	0.8378	0.9118	0.8732	34	0.7814	0.8860	0.8304	0.9614
0.0469	41.0	4346	0.1568	0.8049	0.9041	0.8516	73	0.6835	0.8308	0.75	65	0.85	0.9067	0.8774	150	0.6	0.8276	0.6957	29	0.7895	0.8824	0.8333	34	0.7769	0.8832	0.8267	0.9594
0.0487	42.0	4452	0.1480	0.8442	0.8904	0.8667	73	0.6974	0.8154	0.7518	65	0.8671	0.9133	0.8896	150	0.6216	0.7931	0.6970	29	0.8158	0.9118	0.8611	34	0.8005	0.8803	0.8385	0.9628
0.0463	43.0	4558	0.1548	0.8182	0.8630	0.8400	73	0.6625	0.8154	0.7310	65	0.8562	0.9133	0.8839	150	0.6389	0.7931	0.7077	29	0.8108	0.8824	0.8451	34	0.7846	0.8718	0.8259	0.9619
0.0459	44.0	4664	0.1515	0.8289	0.8630	0.8456	73	0.7051	0.8462	0.7692	65	0.8742	0.9267	0.8997	150	0.75	0.8276	0.7869	29	0.8378	0.9118	0.8732	34	0.8168	0.8889	0.8513	0.9663
0.0454	45.0	4770	0.1515	0.8333	0.8904	0.8609	73	0.6970	0.7077	0.7023	65	0.8797	0.9267	0.9026	150	0.8125	0.8966	0.8525	29	0.8378	0.9118	0.8732	34	0.8275	0.8746	0.8504	0.9658
0.0455	46.0	4876	0.1483	0.825	0.9041	0.8627	73	0.7260	0.8154	0.7681	65	0.8790	0.92	0.8990	150	0.8125	0.8966	0.8525	29	0.8378	0.9118	0.8732	34	0.8285	0.8946	0.8603	0.9673
0.0424	47.0	4982	0.1514	0.8354	0.9041	0.8684	73	0.6790	0.8462	0.7534	65	0.8634	0.9267	0.8939	150	0.8125	0.8966	0.8525	29	0.8333	0.8824	0.8571	34	0.8123	0.9003	0.8541	0.9655
0.0444	48.0	5088	0.1553	0.8462	0.9041	0.8742	73	0.7391	0.7846	0.7612	65	0.8679	0.92	0.8932	150	0.6486	0.8276	0.7273	29	0.7632	0.8529	0.8056	34	0.8084	0.8775	0.8415	0.9653
0.0427	49.0	5194	0.1564	0.8571	0.9041	0.88	73	0.7308	0.8769	0.7972	65	0.8688	0.9267	0.8968	150	0.7576	0.8621	0.8065	29	0.7895	0.8824	0.8333	34	0.8212	0.9031	0.8602	0.9653
0.041	50.0	5300	0.1514	0.8228	0.8904	0.8553	73	0.7333	0.8462	0.7857	65	0.875	0.9333	0.9032	150	0.7812	0.8621	0.8197	29	0.7895	0.8824	0.8333	34	0.8203	0.8974	0.8571	0.9660
0.0416	51.0	5406	0.1590	0.8072	0.9178	0.8590	73	0.6849	0.7692	0.7246	65	0.8466	0.92	0.8818	150	0.8125	0.8966	0.8525	29	0.7895	0.8824	0.8333	34	0.7995	0.8860	0.8405	0.9651
0.0398	52.0	5512	0.1614	0.8462	0.9041	0.8742	73	0.6667	0.8615	0.7517	65	0.8580	0.9267	0.8910	150	0.7879	0.8966	0.8387	29	0.7895	0.8824	0.8333	34	0.8025	0.9031	0.8499	0.9648
0.0404	53.0	5618	0.1627	0.8354	0.9041	0.8684	73	0.6923	0.8308	0.7552	65	0.8758	0.94	0.9068	150	0.7143	0.8621	0.7813	29	0.7895	0.8824	0.8333	34	0.8082	0.9003	0.8518	0.9631
0.0405	54.0	5724	0.1586	0.8354	0.9041	0.8684	73	0.6709	0.8154	0.7361	65	0.8742	0.9267	0.8997	150	0.7879	0.8966	0.8387	29	0.7895	0.8824	0.8333	34	0.8093	0.8946	0.8498	0.9660
0.037	55.0	5830	0.1638	0.8025	0.8904	0.8442	73	0.6892	0.7846	0.7338	65	0.8509	0.9133	0.8810	150	0.6944	0.8621	0.7692	29	0.7895	0.8824	0.8333	34	0.7897	0.8775	0.8313	0.9619
0.0367	56.0	5936	0.1585	0.84	0.8630	0.8514	73	0.6986	0.7846	0.7391	65	0.8519	0.92	0.8846	150	0.7353	0.8621	0.7937	29	0.8158	0.9118	0.8611	34	0.8063	0.8775	0.8404	0.9648
0.0387	57.0	6042	0.1545	0.8514	0.8630	0.8571	73	0.7027	0.8	0.7482	65	0.8679	0.92	0.8932	150	0.7647	0.8966	0.8254	29	0.8611	0.9118	0.8857	34	0.8223	0.8832	0.8516	0.9663
0.0371	58.0	6148	0.1625	0.8462	0.9041	0.8742	73	0.6623	0.7846	0.7183	65	0.85	0.9067	0.8774	150	0.7353	0.8621	0.7937	29	0.8108	0.8824	0.8451	34	0.7979	0.8775	0.8358	0.9631
0.0354	59.0	6254	0.1653	0.8462	0.9041	0.8742	73	0.6986	0.7846	0.7391	65	0.8509	0.9133	0.8810	150	0.7647	0.8966	0.8254	29	0.8378	0.9118	0.8732	34	0.8120	0.8860	0.8474	0.9653
0.0363	60.0	6360	0.1616	0.8571	0.9041	0.88	73	0.6842	0.8	0.7376	65	0.8519	0.92	0.8846	150	0.8125	0.8966	0.8525	29	0.8611	0.9118	0.8857	34	0.8172	0.8917	0.8529	0.9655
0.0333	61.0	6466	0.1767	0.8205	0.8767	0.8477	73	0.6265	0.8	0.7027	65	0.8571	0.92	0.8875	150	0.7647	0.8966	0.8254	29	0.7895	0.8824	0.8333	34	0.7868	0.8832	0.8322	0.9623
0.0324	62.0	6572	0.1648	0.8289	0.8630	0.8456	73	0.6883	0.8154	0.7465	65	0.8861	0.9333	0.9091	150	0.7879	0.8966	0.8387	29	0.8108	0.8824	0.8451	34	0.8189	0.8889	0.8525	0.9653
0.0364	63.0	6678	0.1629	0.8533	0.8767	0.8649	73	0.6875	0.8462	0.7586	65	0.8625	0.92	0.8903	150	0.8125	0.8966	0.8525	29	0.8611	0.9118	0.8857	34	0.8198	0.8946	0.8556	0.9651
0.034	64.0	6784	0.1654	0.8148	0.9041	0.8571	73	0.6471	0.6769	0.6617	65	0.8553	0.9067	0.8803	150	0.7879	0.8966	0.8387	29	0.8611	0.9118	0.8857	34	0.8037	0.8632	0.8324	0.9638
0.0325	65.0	6890	0.1645	0.8553	0.8904	0.8725	73	0.6933	0.8	0.7429	65	0.8571	0.92	0.8875	150	0.7576	0.8621	0.8065	29	0.7692	0.8824	0.8219	34	0.8073	0.8832	0.8435	0.9665
0.0322	66.0	6996	0.1727	0.8148	0.9041	0.8571	73	0.6667	0.8	0.7273	65	0.8688	0.9267	0.8968	150	0.8125	0.8966	0.8525	29	0.7895	0.8824	0.8333	34	0.8046	0.8917	0.8459	0.9646
0.0314	67.0	7102	0.1656	0.8462	0.9041	0.8742	73	0.6812	0.7231	0.7015	65	0.8734	0.92	0.8961	150	0.7353	0.8621	0.7937	29	0.7436	0.8529	0.7945	34	0.8069	0.8689	0.8368	0.9643
0.0313	68.0	7208	0.1711	0.8553	0.8904	0.8725	73	0.6883	0.8154	0.7465	65	0.8608	0.9067	0.8831	150	0.7353	0.8621	0.7937	29	0.7632	0.8529	0.8056	34	0.8042	0.8775	0.8392	0.9643
0.0319	69.0	7314	0.1759	0.8442	0.8904	0.8667	73	0.6914	0.8615	0.7671	65	0.8553	0.9067	0.8803	150	0.7812	0.8621	0.8197	29	0.7895	0.8824	0.8333	34	0.8062	0.8889	0.8455	0.9628
0.0303	70.0	7420	0.1741	0.8553	0.8904	0.8725	73	0.6933	0.8	0.7429	65	0.8688	0.9267	0.8968	150	0.7353	0.8621	0.7937	29	0.7692	0.8824	0.8219	34	0.8099	0.8860	0.8463	0.9636
0.0299	71.0	7526	0.1705	0.8462	0.9041	0.8742	73	0.6923	0.8308	0.7552	65	0.8742	0.9267	0.8997	150	0.7812	0.8621	0.8197	29	0.8378	0.9118	0.8732	34	0.8203	0.8974	0.8571	0.9651
0.0289	72.0	7632	0.1736	0.8228	0.8904	0.8553	73	0.6849	0.7692	0.7246	65	0.8509	0.9133	0.8810	150	0.7812	0.8621	0.8197	29	0.7895	0.8824	0.8333	34	0.8016	0.8746	0.8365	0.9636
0.029	73.0	7738	0.1749	0.8421	0.8767	0.8591	73	0.7013	0.8308	0.7606	65	0.8742	0.9267	0.8997	150	0.7576	0.8621	0.8065	29	0.7895	0.8824	0.8333	34	0.8146	0.8889	0.8501	0.9648
0.0271	74.0	7844	0.1736	0.8553	0.8904	0.8725	73	0.7123	0.8	0.7536	65	0.8742	0.9267	0.8997	150	0.7812	0.8621	0.8197	29	0.7895	0.8824	0.8333	34	0.8228	0.8860	0.8532	0.9668
0.0283	75.0	7950	0.1777	0.8354	0.9041	0.8684	73	0.6883	0.8154	0.7465	65	0.8805	0.9333	0.9061	150	0.7576	0.8621	0.8065	29	0.8108	0.8824	0.8451	34	0.8156	0.8946	0.8533	0.9643
0.0292	76.0	8056	0.1849	0.8462	0.9041	0.8742	73	0.6790	0.8462	0.7534	65	0.8812	0.94	0.9097	150	0.7353	0.8621	0.7937	29	0.7895	0.8824	0.8333	34	0.8107	0.9031	0.8544	0.9638
0.0287	77.0	8162	0.1785	0.8553	0.8904	0.8725	73	0.6923	0.8308	0.7552	65	0.8797	0.9267	0.9026	150	0.7353	0.8621	0.7937	29	0.7895	0.8824	0.8333	34	0.8151	0.8917	0.8517	0.9641
0.0258	78.0	8268	0.1714	0.8649	0.8767	0.8707	73	0.7324	0.8	0.7647	65	0.8726	0.9133	0.8925	150	0.7812	0.8621	0.8197	29	0.8333	0.8824	0.8571	34	0.8324	0.8775	0.8544	0.9663
0.0275	79.0	8374	0.1759	0.8462	0.9041	0.8742	73	0.6623	0.7846	0.7183	65	0.8679	0.92	0.8932	150	0.7143	0.8621	0.7813	29	0.7895	0.8824	0.8333	34	0.8010	0.8832	0.8401	0.9628
0.0288	80.0	8480	0.1741	0.8684	0.9041	0.8859	73	0.68	0.7846	0.7286	65	0.8797	0.9267	0.9026	150	0.8125	0.8966	0.8525	29	0.7895	0.8824	0.8333	34	0.8232	0.8889	0.8548	0.9641
0.0283	81.0	8586	0.1744	0.8462	0.9041	0.8742	73	0.7123	0.8	0.7536	65	0.8571	0.92	0.8875	150	0.7143	0.8621	0.7813	29	0.7895	0.8824	0.8333	34	0.8078	0.8860	0.8451	0.9636
0.027	82.0	8692	0.1758	0.8228	0.8904	0.8553	73	0.68	0.7846	0.7286	65	0.8790	0.92	0.8990	150	0.7879	0.8966	0.8387	29	0.8158	0.9118	0.8611	34	0.8141	0.8860	0.8486	0.9643
0.0254	83.0	8798	0.1825	0.8312	0.8767	0.8533	73	0.6582	0.8	0.7222	65	0.8734	0.92	0.8961	150	0.7143	0.8621	0.7813	29	0.7895	0.8824	0.8333	34	0.7984	0.8803	0.8374	0.9628
0.0267	84.0	8904	0.1853	0.8354	0.9041	0.8684	73	0.6795	0.8154	0.7413	65	0.8571	0.92	0.8875	150	0.7143	0.8621	0.7813	29	0.7692	0.8824	0.8219	34	0.7959	0.8889	0.8398	0.9636
0.0244	85.0	9010	0.1810	0.825	0.9041	0.8627	73	0.6667	0.7692	0.7143	65	0.8679	0.92	0.8932	150	0.7647	0.8966	0.8254	29	0.7895	0.8824	0.8333	34	0.8031	0.8832	0.8412	0.9643
0.0241	86.0	9116	0.1784	0.8481	0.9178	0.8816	73	0.7101	0.7538	0.7313	65	0.8679	0.92	0.8932	150	0.7647	0.8966	0.8254	29	0.7895	0.8824	0.8333	34	0.8179	0.8832	0.8493	0.9653
0.0257	87.0	9222	0.1824	0.8375	0.9178	0.8758	73	0.6667	0.8	0.7273	65	0.8688	0.9267	0.8968	150	0.7353	0.8621	0.7937	29	0.7895	0.8824	0.8333	34	0.8026	0.8917	0.8448	0.9636
0.0253	88.0	9328	0.1803	0.8590	0.9178	0.8874	73	0.6623	0.7846	0.7183	65	0.8688	0.9267	0.8968	150	0.7143	0.8621	0.7813	29	0.7895	0.8824	0.8333	34	0.8041	0.8889	0.8444	0.9641
0.026	89.0	9434	0.1838	0.8375	0.9178	0.8758	73	0.6623	0.7846	0.7183	65	0.8688	0.9267	0.8968	150	0.6857	0.8276	0.75	29	0.7895	0.8824	0.8333	34	0.7974	0.8860	0.8394	0.9623
0.0246	90.0	9540	0.1807	0.8701	0.9178	0.8933	73	0.6623	0.7846	0.7183	65	0.8625	0.92	0.8903	150	0.7879	0.8966	0.8387	29	0.7895	0.8824	0.8333	34	0.8104	0.8889	0.8478	0.9638
0.023	91.0	9646	0.1841	0.8590	0.9178	0.8874	73	0.6494	0.7692	0.7042	65	0.8805	0.9333	0.9061	150	0.7353	0.8621	0.7937	29	0.7895	0.8824	0.8333	34	0.8083	0.8889	0.8467	0.9641
0.0235	92.0	9752	0.1831	0.8481	0.9178	0.8816	73	0.68	0.7846	0.7286	65	0.8805	0.9333	0.9061	150	0.7353	0.8621	0.7937	29	0.7895	0.8824	0.8333	34	0.8130	0.8917	0.8505	0.9648
0.0228	93.0	9858	0.1843	0.825	0.9041	0.8627	73	0.6709	0.8154	0.7361	65	0.8805	0.9333	0.9061	150	0.7812	0.8621	0.8197	29	0.7895	0.8824	0.8333	34	0.8093	0.8946	0.8498	0.9641
0.024	94.0	9964	0.1845	0.8375	0.9178	0.8758	73	0.6623	0.7846	0.7183	65	0.8805	0.9333	0.9061	150	0.7353	0.8621	0.7937	29	0.7895	0.8824	0.8333	34	0.8067	0.8917	0.8471	0.9636
0.024	95.0	10070	0.1825	0.8590	0.9178	0.8874	73	0.6538	0.7846	0.7133	65	0.8805	0.9333	0.9061	150	0.7576	0.8621	0.8065	29	0.7895	0.8824	0.8333	34	0.8109	0.8917	0.8494	0.9641
0.0247	96.0	10176	0.1849	0.8462	0.9041	0.8742	73	0.6456	0.7846	0.7083	65	0.8688	0.9267	0.8968	150	0.7576	0.8621	0.8065	29	0.7895	0.8824	0.8333	34	0.8015	0.8860	0.8417	0.9636
0.0236	97.0	10282	0.1839	0.8481	0.9178	0.8816	73	0.6711	0.7846	0.7234	65	0.8688	0.9267	0.8968	150	0.7576	0.8621	0.8065	29	0.7895	0.8824	0.8333	34	0.8083	0.8889	0.8467	0.9638
0.0228	98.0	10388	0.1857	0.8375	0.9178	0.8758	73	0.6623	0.7846	0.7183	65	0.8688	0.9267	0.8968	150	0.7576	0.8621	0.8065	29	0.7895	0.8824	0.8333	34	0.8041	0.8889	0.8444	0.9636
0.025	99.0	10494	0.1851	0.8481	0.9178	0.8816	73	0.6538	0.7846	0.7133	65	0.8688	0.9267	0.8968	150	0.7576	0.8621	0.8065	29	0.7895	0.8824	0.8333	34	0.8041	0.8889	0.8444	0.9638
0.023	100.0	10600	0.1850	0.8375	0.9178	0.8758	73	0.6538	0.7846	0.7133	65	0.8688	0.9267	0.8968	150	0.7576	0.8621	0.8065	29	0.7895	0.8824	0.8333	34	0.8021	0.8889	0.8432	0.9636

Framework versions

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