nerugm-pt-pl20-4

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: 0.1673
• Location Precision: 0.825
• Location Recall: 0.9041
• Location F1: 0.8627
• Location Number: 73
• Organization Precision: 0.7297
• Organization Recall: 0.8308
• Organization F1: 0.7770
• Organization Number: 65
• Person Precision: 0.8968
• Person Recall: 0.9267
• Person F1: 0.9115
• Person Number: 150
• Quantity Precision: 0.7879
• Quantity Recall: 0.8966
• Quantity F1: 0.8387
• Quantity Number: 29
• Time Precision: 0.8205
• Time Recall: 0.9412
• Time F1: 0.8767
• Time Number: 34
• Overall Precision: 0.8320
• Overall Recall: 0.9031
• Overall F1: 0.8661
• Overall Accuracy: 0.9673

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
0.9804	1.0	106	0.5741	0.0	0.0	0.0	73	0.0	0.0	0.0	65	0.0952	0.0133	0.0234	150	0.0	0.0	0.0	29	0.5	0.0294	0.0556	34	0.0811	0.0085	0.0155	0.8398
0.4839	2.0	212	0.3498	0.5116	0.3014	0.3793	73	0.0656	0.0615	0.0635	65	0.6195	0.8467	0.7155	150	0.2143	0.2069	0.2105	29	0.6341	0.7647	0.6933	34	0.4894	0.5271	0.5075	0.8981
0.2906	3.0	318	0.2015	0.5978	0.7534	0.6667	73	0.4051	0.4923	0.4444	65	0.8225	0.9267	0.8715	150	0.5128	0.6897	0.5882	29	0.7179	0.8235	0.7671	34	0.6555	0.7806	0.7126	0.9340
0.2013	4.0	424	0.1654	0.6829	0.7671	0.7226	73	0.4717	0.7692	0.5848	65	0.8059	0.9133	0.8562	150	0.3810	0.5517	0.4507	29	0.8857	0.9118	0.8986	34	0.6667	0.8262	0.7379	0.9419
0.1719	5.0	530	0.1516	0.7	0.8630	0.7730	73	0.5814	0.7692	0.6623	65	0.8313	0.92	0.8734	150	0.6757	0.8621	0.7576	29	0.7209	0.9118	0.8052	34	0.7275	0.8746	0.7943	0.9515
0.1548	6.0	636	0.1674	0.7176	0.8356	0.7722	73	0.5238	0.8462	0.6471	65	0.8373	0.9267	0.8797	150	0.6047	0.8966	0.7222	29	0.5957	0.8235	0.6914	34	0.6928	0.8803	0.7754	0.9417
0.1442	7.0	742	0.1380	0.7011	0.8356	0.7625	73	0.6145	0.7846	0.6892	65	0.8571	0.92	0.8875	150	0.6579	0.8621	0.7463	29	0.7143	0.8824	0.7895	34	0.7421	0.8689	0.8005	0.9547
0.1299	8.0	848	0.1435	0.6526	0.8493	0.7381	73	0.6024	0.7692	0.6757	65	0.8625	0.92	0.8903	150	0.6667	0.8966	0.7647	29	0.6818	0.8824	0.7692	34	0.7268	0.8718	0.7927	0.9530
0.1213	9.0	954	0.1410	0.7229	0.8219	0.7692	73	0.5408	0.8154	0.6503	65	0.8625	0.92	0.8903	150	0.6579	0.8621	0.7463	29	0.8378	0.9118	0.8732	34	0.7380	0.8746	0.8005	0.9505
0.12	10.0	1060	0.1308	0.7625	0.8356	0.7974	73	0.6522	0.6923	0.6716	65	0.8662	0.9067	0.8860	150	0.7353	0.8621	0.7937	29	0.8611	0.9118	0.8857	34	0.7926	0.8490	0.8198	0.9606
0.1139	11.0	1166	0.1335	0.7595	0.8219	0.7895	73	0.6625	0.8154	0.7310	65	0.8616	0.9133	0.8867	150	0.6098	0.8621	0.7143	29	0.6744	0.8529	0.7532	34	0.7562	0.8661	0.8074	0.9574
0.1053	12.0	1272	0.1422	0.6966	0.8493	0.7654	73	0.5657	0.8615	0.6829	65	0.8616	0.9133	0.8867	150	0.6410	0.8621	0.7353	29	0.6512	0.8235	0.7273	34	0.7179	0.8775	0.7897	0.9523
0.1011	13.0	1378	0.1327	0.7625	0.8356	0.7974	73	0.6154	0.8615	0.7179	65	0.8553	0.9067	0.8803	150	0.6410	0.8621	0.7353	29	0.8158	0.9118	0.8611	34	0.7592	0.8803	0.8153	0.9572
0.0994	14.0	1484	0.1374	0.7412	0.8630	0.7975	73	0.6709	0.8154	0.7361	65	0.8580	0.9267	0.8910	150	0.6410	0.8621	0.7353	29	0.6512	0.8235	0.7273	34	0.7549	0.8775	0.8116	0.9577
0.0942	15.0	1590	0.1341	0.7683	0.8630	0.8129	73	0.5889	0.8154	0.6839	65	0.8634	0.9267	0.8939	150	0.6410	0.8621	0.7353	29	0.7838	0.8529	0.8169	34	0.7555	0.8803	0.8132	0.9591
0.0923	16.0	1696	0.1444	0.7625	0.8356	0.7974	73	0.6235	0.8154	0.7067	65	0.8634	0.9267	0.8939	150	0.5952	0.8621	0.7042	29	0.7436	0.8529	0.7945	34	0.7543	0.8746	0.8100	0.9567
0.0888	17.0	1802	0.1297	0.7561	0.8493	0.8000	73	0.6190	0.8	0.6980	65	0.8712	0.9467	0.9073	150	0.7222	0.8966	0.8000	29	0.7436	0.8529	0.7945	34	0.7698	0.8860	0.8238	0.9606
0.0882	18.0	1908	0.1246	0.7949	0.8493	0.8212	73	0.6747	0.8615	0.7568	65	0.8688	0.9267	0.8968	150	0.6944	0.8621	0.7692	29	0.8611	0.9118	0.8857	34	0.7964	0.8917	0.8414	0.9611
0.0805	19.0	2014	0.1286	0.7821	0.8356	0.8079	73	0.6711	0.7846	0.7234	65	0.8981	0.94	0.9186	150	0.6410	0.8621	0.7353	29	0.725	0.8529	0.7838	34	0.7872	0.8746	0.8286	0.9616
0.0818	20.0	2120	0.1359	0.7922	0.8356	0.8133	73	0.6629	0.9077	0.7662	65	0.8910	0.9267	0.9085	150	0.5952	0.8621	0.7042	29	0.7838	0.8529	0.8169	34	0.7805	0.8917	0.8324	0.9594
0.0779	21.0	2226	0.1229	0.7875	0.8630	0.8235	73	0.7143	0.8462	0.7746	65	0.8861	0.9333	0.9091	150	0.6944	0.8621	0.7692	29	0.8857	0.9118	0.8986	34	0.8135	0.8946	0.8521	0.9655
0.0772	22.0	2332	0.1240	0.7875	0.8630	0.8235	73	0.7089	0.8615	0.7778	65	0.875	0.9333	0.9032	150	0.7647	0.8966	0.8254	29	0.8333	0.8824	0.8571	34	0.8098	0.8974	0.8514	0.9638
0.0746	23.0	2438	0.1321	0.7722	0.8356	0.8026	73	0.6628	0.8769	0.7550	65	0.8688	0.9267	0.8968	150	0.7353	0.8621	0.7937	29	0.8333	0.8824	0.8571	34	0.7899	0.8889	0.8365	0.9606
0.0752	24.0	2544	0.1324	0.7470	0.8493	0.7949	73	0.6707	0.8462	0.7483	65	0.8688	0.9267	0.8968	150	0.7353	0.8621	0.7937	29	0.7632	0.8529	0.8056	34	0.7809	0.8832	0.8289	0.9621
0.0705	25.0	2650	0.1350	0.7412	0.8630	0.7975	73	0.675	0.8308	0.7448	65	0.8688	0.9267	0.8968	150	0.6579	0.8621	0.7463	29	0.7895	0.8824	0.8333	34	0.7756	0.8860	0.8271	0.9619
0.0686	26.0	2756	0.1353	0.7561	0.8493	0.8000	73	0.7051	0.8462	0.7692	65	0.8734	0.92	0.8961	150	0.6757	0.8621	0.7576	29	0.7143	0.8824	0.7895	34	0.7809	0.8832	0.8289	0.9616
0.0666	27.0	2862	0.1347	0.7561	0.8493	0.8000	73	0.7105	0.8308	0.7660	65	0.8688	0.9267	0.8968	150	0.5854	0.8276	0.6857	29	0.8611	0.9118	0.8857	34	0.7848	0.8832	0.8311	0.9611
0.0658	28.0	2968	0.1310	0.7949	0.8493	0.8212	73	0.6974	0.8154	0.7518	65	0.8688	0.9267	0.8968	150	0.7143	0.8621	0.7813	29	0.8378	0.9118	0.8732	34	0.8031	0.8832	0.8412	0.9651
0.0618	29.0	3074	0.1292	0.8101	0.8767	0.8421	73	0.6471	0.8462	0.7333	65	0.8854	0.9267	0.9055	150	0.7647	0.8966	0.8254	29	0.8056	0.8529	0.8286	34	0.8005	0.8917	0.8437	0.9641
0.0634	30.0	3180	0.1253	0.8421	0.8767	0.8591	73	0.7639	0.8462	0.8029	65	0.8797	0.9267	0.9026	150	0.7143	0.8621	0.7813	29	0.8788	0.8529	0.8657	34	0.8342	0.8889	0.8607	0.9675
0.0585	31.0	3286	0.1357	0.7831	0.8904	0.8333	73	0.7297	0.8308	0.7770	65	0.8742	0.9267	0.8997	150	0.6944	0.8621	0.7692	29	0.8333	0.8824	0.8571	34	0.8067	0.8917	0.8471	0.9668
0.0589	32.0	3392	0.1410	0.8101	0.8767	0.8421	73	0.6437	0.8615	0.7368	65	0.8861	0.9333	0.9091	150	0.7576	0.8621	0.8065	29	0.8571	0.8824	0.8696	34	0.8036	0.8974	0.8479	0.9616
0.0588	33.0	3498	0.1263	0.8	0.8767	0.8366	73	0.7297	0.8308	0.7770	65	0.8868	0.94	0.9126	150	0.7879	0.8966	0.8387	29	0.8611	0.9118	0.8857	34	0.8272	0.9003	0.8622	0.9695
0.0555	34.0	3604	0.1293	0.8101	0.8767	0.8421	73	0.7067	0.8154	0.7571	65	0.8868	0.94	0.9126	150	0.7353	0.8621	0.7937	29	0.8611	0.9118	0.8857	34	0.8198	0.8946	0.8556	0.9690
0.054	35.0	3710	0.1335	0.8077	0.8630	0.8344	73	0.7368	0.8615	0.7943	65	0.8846	0.92	0.9020	150	0.7429	0.8966	0.8125	29	0.8857	0.9118	0.8986	34	0.8263	0.8946	0.8591	0.9675
0.0531	36.0	3816	0.1340	0.8025	0.8904	0.8442	73	0.7089	0.8615	0.7778	65	0.8790	0.92	0.8990	150	0.7143	0.8621	0.7813	29	0.8333	0.8824	0.8571	34	0.8093	0.8946	0.8498	0.9663
0.0526	37.0	3922	0.1493	0.8101	0.8767	0.8421	73	0.6292	0.8615	0.7273	65	0.8910	0.9267	0.9085	150	0.6944	0.8621	0.7692	29	0.8333	0.8824	0.8571	34	0.7929	0.8946	0.8407	0.9614
0.051	38.0	4028	0.1268	0.8289	0.8630	0.8456	73	0.7051	0.8462	0.7692	65	0.8868	0.94	0.9126	150	0.7429	0.8966	0.8125	29	0.8857	0.9118	0.8986	34	0.8251	0.9003	0.8610	0.9680
0.0501	39.0	4134	0.1400	0.7975	0.8630	0.8289	73	0.6477	0.8769	0.7451	65	0.8981	0.94	0.9186	150	0.7941	0.9310	0.8571	29	0.8824	0.8824	0.8824	34	0.8112	0.9060	0.8560	0.9643
0.0506	40.0	4240	0.1350	0.7778	0.8630	0.8182	73	0.7215	0.8769	0.7917	65	0.8917	0.9333	0.9121	150	0.7429	0.8966	0.8125	29	0.7632	0.8529	0.8056	34	0.8077	0.8974	0.8502	0.9660
0.0485	41.0	4346	0.1416	0.8	0.8767	0.8366	73	0.6905	0.8923	0.7785	65	0.8688	0.9267	0.8968	150	0.6667	0.8276	0.7385	29	0.8333	0.8824	0.8571	34	0.7955	0.8974	0.8434	0.9631
0.0484	42.0	4452	0.1411	0.7922	0.8356	0.8133	73	0.6790	0.8462	0.7534	65	0.8861	0.9333	0.9091	150	0.7143	0.8621	0.7813	29	0.8108	0.8824	0.8451	34	0.8015	0.8860	0.8417	0.9641
0.0471	43.0	4558	0.1436	0.7949	0.8493	0.8212	73	0.7368	0.8615	0.7943	65	0.9161	0.9467	0.9311	150	0.5854	0.8276	0.6857	29	0.8108	0.8824	0.8451	34	0.8114	0.8946	0.8509	0.9653
0.0483	44.0	4664	0.1362	0.8182	0.8630	0.8400	73	0.7143	0.8462	0.7746	65	0.8805	0.9333	0.9061	150	0.6857	0.8276	0.75	29	0.8333	0.8824	0.8571	34	0.8125	0.8889	0.8490	0.9655
0.0452	45.0	4770	0.1362	0.8	0.8767	0.8366	73	0.7333	0.8462	0.7857	65	0.8974	0.9333	0.9150	150	0.7273	0.8276	0.7742	29	0.8378	0.9118	0.8732	34	0.8241	0.8946	0.8579	0.9658
0.0443	46.0	4876	0.1397	0.8077	0.8630	0.8344	73	0.7237	0.8462	0.7801	65	0.8974	0.9333	0.9150	150	0.7647	0.8966	0.8254	29	0.8611	0.9118	0.8857	34	0.8289	0.8974	0.8618	0.9670
0.0421	47.0	4982	0.1442	0.8101	0.8767	0.8421	73	0.7361	0.8154	0.7737	65	0.8931	0.9467	0.9191	150	0.7059	0.8276	0.7619	29	0.8611	0.9118	0.8857	34	0.8263	0.8946	0.8591	0.9680
0.0447	48.0	5088	0.1552	0.8025	0.8904	0.8442	73	0.6914	0.8615	0.7671	65	0.8868	0.94	0.9126	150	0.7353	0.8621	0.7937	29	0.8421	0.9412	0.8889	34	0.8117	0.9088	0.8575	0.9653
0.0412	49.0	5194	0.1468	0.8354	0.9041	0.8684	73	0.7037	0.8769	0.7808	65	0.8854	0.9267	0.9055	150	0.7059	0.8276	0.7619	29	0.8611	0.9118	0.8857	34	0.8191	0.9031	0.8591	0.9653
0.04	50.0	5300	0.1505	0.825	0.9041	0.8627	73	0.6974	0.8154	0.7518	65	0.8797	0.9267	0.9026	150	0.7059	0.8276	0.7619	29	0.8649	0.9412	0.9014	34	0.8156	0.8946	0.8533	0.9643
0.0417	51.0	5406	0.1402	0.8158	0.8493	0.8322	73	0.6667	0.8	0.7273	65	0.8924	0.94	0.9156	150	0.7576	0.8621	0.8065	29	0.8611	0.9118	0.8857	34	0.8163	0.8860	0.8497	0.9660
0.0402	52.0	5512	0.1585	0.8205	0.8767	0.8477	73	0.6709	0.8154	0.7361	65	0.8910	0.9267	0.9085	150	0.6579	0.8621	0.7463	29	0.8611	0.9118	0.8857	34	0.8062	0.8889	0.8455	0.9623
0.0408	53.0	5618	0.1614	0.7683	0.8630	0.8129	73	0.6883	0.8154	0.7465	65	0.875	0.9333	0.9032	150	0.7576	0.8621	0.8065	29	0.8378	0.9118	0.8732	34	0.8021	0.8889	0.8432	0.9619
0.0393	54.0	5724	0.1573	0.7683	0.8630	0.8129	73	0.6512	0.8615	0.7417	65	0.9038	0.94	0.9216	150	0.7576	0.8621	0.8065	29	0.8889	0.9412	0.9143	34	0.8066	0.9031	0.8522	0.9633
0.0374	55.0	5830	0.1496	0.8108	0.8219	0.8163	73	0.6625	0.8154	0.7310	65	0.9032	0.9333	0.9180	150	0.7273	0.8276	0.7742	29	0.9143	0.9412	0.9275	34	0.8196	0.8803	0.8489	0.9651
0.0394	56.0	5936	0.1486	0.8205	0.8767	0.8477	73	0.6835	0.8308	0.75	65	0.9032	0.9333	0.9180	150	0.6579	0.8621	0.7463	29	0.8649	0.9412	0.9014	34	0.8140	0.8974	0.8537	0.9641
0.0374	57.0	6042	0.1484	0.8312	0.8767	0.8533	73	0.72	0.8308	0.7714	65	0.8854	0.9267	0.9055	150	0.7273	0.8276	0.7742	29	0.8857	0.9118	0.8986	34	0.8276	0.8889	0.8571	0.9663
0.0345	58.0	6148	0.1414	0.8553	0.8904	0.8725	73	0.7361	0.8154	0.7737	65	0.8974	0.9333	0.9150	150	0.7576	0.8621	0.8065	29	0.8611	0.9118	0.8857	34	0.8418	0.8946	0.8674	0.9690
0.0349	59.0	6254	0.1591	0.7857	0.9041	0.8408	73	0.7260	0.8154	0.7681	65	0.9085	0.9267	0.9175	150	0.7647	0.8966	0.8254	29	0.8611	0.9118	0.8857	34	0.8289	0.8974	0.8618	0.9663
0.036	60.0	6360	0.1458	0.8442	0.8904	0.8667	73	0.7465	0.8154	0.7794	65	0.9091	0.9333	0.9211	150	0.7647	0.8966	0.8254	29	0.8378	0.9118	0.8732	34	0.8445	0.8974	0.8702	0.9683
0.0346	61.0	6466	0.1510	0.8333	0.8904	0.8609	73	0.7	0.8615	0.7724	65	0.9032	0.9333	0.9180	150	0.7879	0.8966	0.8387	29	0.8889	0.9412	0.9143	34	0.8351	0.9088	0.8704	0.9683
0.0355	62.0	6572	0.1584	0.8333	0.8904	0.8609	73	0.7286	0.7846	0.7556	65	0.8903	0.92	0.9049	150	0.7059	0.8276	0.7619	29	0.8378	0.9118	0.8732	34	0.8262	0.8803	0.8524	0.9653
0.0333	63.0	6678	0.1535	0.8462	0.9041	0.8742	73	0.7089	0.8615	0.7778	65	0.8974	0.9333	0.9150	150	0.7879	0.8966	0.8387	29	0.8889	0.9412	0.9143	34	0.8377	0.9117	0.8731	0.9668
0.0337	64.0	6784	0.1537	0.8354	0.9041	0.8684	73	0.7162	0.8154	0.7626	65	0.8968	0.9267	0.9115	150	0.7879	0.8966	0.8387	29	0.8611	0.9118	0.8857	34	0.8355	0.8974	0.8654	0.9685
0.032	65.0	6890	0.1595	0.8354	0.9041	0.8684	73	0.7089	0.8615	0.7778	65	0.8903	0.92	0.9049	150	0.7647	0.8966	0.8254	29	0.8857	0.9118	0.8986	34	0.8298	0.9031	0.8649	0.9660
0.0324	66.0	6996	0.1576	0.8354	0.9041	0.8684	73	0.7105	0.8308	0.7660	65	0.8910	0.9267	0.9085	150	0.7879	0.8966	0.8387	29	0.7949	0.9118	0.8493	34	0.8251	0.9003	0.8610	0.9658
0.029	67.0	7102	0.1626	0.8125	0.8904	0.8497	73	0.7714	0.8308	0.8	65	0.8974	0.9333	0.9150	150	0.7027	0.8966	0.7879	29	0.8421	0.9412	0.8889	34	0.8320	0.9031	0.8661	0.9668
0.0325	68.0	7208	0.1574	0.8333	0.8904	0.8609	73	0.7051	0.8462	0.7692	65	0.8968	0.9267	0.9115	150	0.6667	0.8276	0.7385	29	0.8158	0.9118	0.8611	34	0.8156	0.8946	0.8533	0.9655
0.0295	69.0	7314	0.1592	0.8228	0.8904	0.8553	73	0.7273	0.8615	0.7887	65	0.8917	0.9333	0.9121	150	0.8	0.9655	0.8750	29	0.8649	0.9412	0.9014	34	0.8338	0.9145	0.8723	0.9670
0.0295	70.0	7420	0.1617	0.8025	0.8904	0.8442	73	0.6923	0.8308	0.7552	65	0.8968	0.9267	0.9115	150	0.7429	0.8966	0.8125	29	0.7949	0.9118	0.8493	34	0.8119	0.8974	0.8525	0.9646
0.0306	71.0	7526	0.1630	0.8272	0.9178	0.8701	73	0.7105	0.8308	0.7660	65	0.9026	0.9267	0.9145	150	0.7143	0.8621	0.7813	29	0.8158	0.9118	0.8611	34	0.8229	0.9003	0.8599	0.9648
0.0306	72.0	7632	0.1638	0.8205	0.8767	0.8477	73	0.7432	0.8462	0.7914	65	0.9026	0.9267	0.9145	150	0.7429	0.8966	0.8125	29	0.8158	0.9118	0.8611	34	0.8311	0.8974	0.8630	0.9653
0.0298	73.0	7738	0.1546	0.8354	0.9041	0.8684	73	0.7183	0.7846	0.75	65	0.9026	0.9267	0.9145	150	0.7353	0.8621	0.7937	29	0.8158	0.9118	0.8611	34	0.8298	0.8889	0.8583	0.9673
0.0287	74.0	7844	0.1638	0.8025	0.8904	0.8442	73	0.7123	0.8	0.7536	65	0.8854	0.9267	0.9055	150	0.7647	0.8966	0.8254	29	0.8158	0.9118	0.8611	34	0.8172	0.8917	0.8529	0.9665
0.028	75.0	7950	0.1596	0.8049	0.9041	0.8516	73	0.7162	0.8154	0.7626	65	0.9032	0.9333	0.9180	150	0.7879	0.8966	0.8387	29	0.8158	0.9118	0.8611	34	0.8272	0.9003	0.8622	0.9678
0.0277	76.0	8056	0.1659	0.8205	0.8767	0.8477	73	0.6790	0.8462	0.7534	65	0.9091	0.9333	0.9211	150	0.7576	0.8621	0.8065	29	0.8649	0.9412	0.9014	34	0.8251	0.9003	0.8610	0.9646
0.0263	77.0	8162	0.1618	0.8101	0.8767	0.8421	73	0.7571	0.8154	0.7852	65	0.9091	0.9333	0.9211	150	0.7647	0.8966	0.8254	29	0.8158	0.9118	0.8611	34	0.8373	0.8946	0.8650	0.9675
0.0279	78.0	8268	0.1618	0.8101	0.8767	0.8421	73	0.7361	0.8154	0.7737	65	0.9091	0.9333	0.9211	150	0.7576	0.8621	0.8065	29	0.7949	0.9118	0.8493	34	0.8302	0.8917	0.8599	0.9675
0.027	79.0	8374	0.1628	0.8442	0.8904	0.8667	73	0.7067	0.8154	0.7571	65	0.9032	0.9333	0.9180	150	0.7576	0.8621	0.8065	29	0.8158	0.9118	0.8611	34	0.8307	0.8946	0.8615	0.9665
0.0258	80.0	8480	0.1723	0.825	0.9041	0.8627	73	0.6707	0.8462	0.7483	65	0.8903	0.92	0.9049	150	0.7429	0.8966	0.8125	29	0.8889	0.9412	0.9143	34	0.8170	0.9031	0.8579	0.9641
0.0264	81.0	8586	0.1629	0.8148	0.9041	0.8571	73	0.7429	0.8	0.7704	65	0.9026	0.9267	0.9145	150	0.7429	0.8966	0.8125	29	0.8649	0.9412	0.9014	34	0.8355	0.8974	0.8654	0.9680
0.0271	82.0	8692	0.1720	0.8228	0.8904	0.8553	73	0.7143	0.8462	0.7746	65	0.8968	0.9267	0.9115	150	0.7353	0.8621	0.7937	29	0.7949	0.9118	0.8493	34	0.8203	0.8974	0.8571	0.9646
0.0255	83.0	8798	0.1579	0.8	0.8767	0.8366	73	0.7222	0.8	0.7591	65	0.9032	0.9333	0.9180	150	0.7576	0.8621	0.8065	29	0.8421	0.9412	0.8889	34	0.8280	0.8917	0.8587	0.9673
0.0231	84.0	8904	0.1605	0.825	0.9041	0.8627	73	0.7432	0.8462	0.7914	65	0.8974	0.9333	0.9150	150	0.7879	0.8966	0.8387	29	0.9143	0.9412	0.9275	34	0.8439	0.9088	0.8752	0.9683
0.0267	85.0	9010	0.1670	0.8049	0.9041	0.8516	73	0.72	0.8308	0.7714	65	0.8968	0.9267	0.9115	150	0.7429	0.8966	0.8125	29	0.7949	0.9118	0.8493	34	0.8187	0.9003	0.8575	0.9653
0.0255	86.0	9116	0.1609	0.8354	0.9041	0.8684	73	0.72	0.8308	0.7714	65	0.9026	0.9267	0.9145	150	0.7647	0.8966	0.8254	29	0.8421	0.9412	0.8889	34	0.8342	0.9031	0.8673	0.9675
0.0248	87.0	9222	0.1631	0.8354	0.9041	0.8684	73	0.7162	0.8154	0.7626	65	0.8974	0.9333	0.9150	150	0.7647	0.8966	0.8254	29	0.8649	0.9412	0.9014	34	0.8342	0.9031	0.8673	0.9680
0.0231	88.0	9328	0.1613	0.825	0.9041	0.8627	73	0.7222	0.8	0.7591	65	0.9026	0.9267	0.9145	150	0.7647	0.8966	0.8254	29	0.8649	0.9412	0.9014	34	0.8355	0.8974	0.8654	0.9678
0.0243	89.0	9434	0.1668	0.8354	0.9041	0.8684	73	0.7162	0.8154	0.7626	65	0.8910	0.9267	0.9085	150	0.7647	0.8966	0.8254	29	0.8158	0.9118	0.8611	34	0.8268	0.8974	0.8607	0.9673
0.0234	90.0	9540	0.1623	0.8442	0.8904	0.8667	73	0.7361	0.8154	0.7737	65	0.8968	0.9267	0.9115	150	0.7647	0.8966	0.8254	29	0.8649	0.9412	0.9014	34	0.84	0.8974	0.8678	0.9680
0.0256	91.0	9646	0.1684	0.8148	0.9041	0.8571	73	0.7333	0.8462	0.7857	65	0.8968	0.9267	0.9115	150	0.7429	0.8966	0.8125	29	0.8649	0.9412	0.9014	34	0.8303	0.9060	0.8665	0.9668
0.0224	92.0	9752	0.1657	0.8025	0.8904	0.8442	73	0.7083	0.7846	0.7445	65	0.9026	0.9267	0.9145	150	0.7353	0.8621	0.7937	29	0.8649	0.9412	0.9014	34	0.8254	0.8889	0.8560	0.9665
0.0214	93.0	9858	0.1671	0.8049	0.9041	0.8516	73	0.7361	0.8154	0.7737	65	0.9026	0.9267	0.9145	150	0.7576	0.8621	0.8065	29	0.8649	0.9412	0.9014	34	0.8333	0.8974	0.8642	0.9670
0.0228	94.0	9964	0.1699	0.8148	0.9041	0.8571	73	0.72	0.8308	0.7714	65	0.8910	0.9267	0.9085	150	0.7576	0.8621	0.8065	29	0.8649	0.9412	0.9014	34	0.8272	0.9003	0.8622	0.9665
0.0228	95.0	10070	0.1656	0.825	0.9041	0.8627	73	0.75	0.8308	0.7883	65	0.8968	0.9267	0.9115	150	0.7879	0.8966	0.8387	29	0.8649	0.9412	0.9014	34	0.8408	0.9031	0.8709	0.9678
0.0225	96.0	10176	0.1686	0.825	0.9041	0.8627	73	0.7297	0.8308	0.7770	65	0.8968	0.9267	0.9115	150	0.7429	0.8966	0.8125	29	0.7949	0.9118	0.8493	34	0.8251	0.9003	0.8610	0.9665
0.0239	97.0	10282	0.1684	0.825	0.9041	0.8627	73	0.7162	0.8154	0.7626	65	0.8910	0.9267	0.9085	150	0.7576	0.8621	0.8065	29	0.8205	0.9412	0.8767	34	0.8246	0.8974	0.8595	0.9668
0.0219	98.0	10388	0.1675	0.825	0.9041	0.8627	73	0.7297	0.8308	0.7770	65	0.8968	0.9267	0.9115	150	0.7576	0.8621	0.8065	29	0.8205	0.9412	0.8767	34	0.8294	0.9003	0.8634	0.9670
0.0223	99.0	10494	0.1677	0.825	0.9041	0.8627	73	0.7297	0.8308	0.7770	65	0.8968	0.9267	0.9115	150	0.7879	0.8966	0.8387	29	0.8205	0.9412	0.8767	34	0.8320	0.9031	0.8661	0.9673
0.0207	100.0	10600	0.1673	0.825	0.9041	0.8627	73	0.7297	0.8308	0.7770	65	0.8968	0.9267	0.9115	150	0.7879	0.8966	0.8387	29	0.8205	0.9412	0.8767	34	0.8320	0.9031	0.8661	0.9673

Framework versions

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