nerugm-base-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: 0.3065
• Location Precision: 0.7625
• Location Recall: 0.8841
• Location F1: 0.8188
• Location Number: 69
• Organization Precision: 0.7286
• Organization Recall: 0.8361
• Organization F1: 0.7786
• Organization Number: 61
• Person Precision: 0.8922
• Person Recall: 0.9739
• Person F1: 0.9313
• Person Number: 153
• Quantity Precision: 0.7879
• Quantity Recall: 0.8125
• Quantity F1: 0.8
• Quantity Number: 32
• Time Precision: 0.8
• Time Recall: 0.9032
• Time F1: 0.8485
• Time Number: 31
• Overall Precision: 0.8182
• Overall Recall: 0.9104
• Overall F1: 0.8618
• Overall Accuracy: 0.9676

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
0.3254	1.0	106	0.1238	0.7662	0.8551	0.8082	69	0.5902	0.5902	0.5902	61	0.8667	0.9346	0.8994	153	0.6842	0.8125	0.7429	32	0.7941	0.8710	0.8308	31	0.776	0.8410	0.8072	0.9581
0.1103	2.0	212	0.1423	0.7808	0.8261	0.8028	69	0.5612	0.9016	0.6918	61	0.8563	0.9346	0.8938	153	0.6842	0.8125	0.7429	32	0.7027	0.8387	0.7647	31	0.7433	0.8873	0.8090	0.9557
0.0719	3.0	318	0.1495	0.7532	0.8406	0.7945	69	0.5455	0.8852	0.6750	61	0.8690	0.9542	0.9097	153	0.7027	0.8125	0.7536	32	0.8438	0.8710	0.8571	31	0.7530	0.8988	0.8195	0.9594
0.0492	4.0	424	0.1601	0.7867	0.8551	0.8194	69	0.6585	0.8852	0.7552	61	0.8698	0.9608	0.9130	153	0.675	0.8438	0.75	32	0.675	0.8710	0.7606	31	0.7734	0.9075	0.8351	0.9621
0.0315	5.0	530	0.1781	0.7179	0.8116	0.7619	69	0.5789	0.7213	0.6423	61	0.8855	0.9608	0.9216	153	0.7222	0.8125	0.7647	32	0.7143	0.8065	0.7576	31	0.7621	0.8613	0.8087	0.9584
0.0217	6.0	636	0.1755	0.7368	0.8116	0.7724	69	0.6353	0.8852	0.7397	61	0.8909	0.9608	0.9245	153	0.65	0.8125	0.7222	32	0.7297	0.8710	0.7941	31	0.7692	0.8960	0.8278	0.9606
0.0168	7.0	742	0.1988	0.7467	0.8116	0.7778	69	0.6049	0.8033	0.6901	61	0.8795	0.9542	0.9154	153	0.7429	0.8125	0.7761	32	0.8125	0.8387	0.8254	31	0.7789	0.8757	0.8245	0.9609
0.0134	8.0	848	0.1990	0.7662	0.8551	0.8082	69	0.6076	0.7869	0.6857	61	0.8855	0.9608	0.9216	153	0.7353	0.7812	0.7576	32	0.7368	0.9032	0.8116	31	0.7792	0.8873	0.8297	0.9601
0.0101	9.0	954	0.2010	0.7561	0.8986	0.8212	69	0.6667	0.7213	0.6929	61	0.9342	0.9281	0.9311	153	0.7027	0.8125	0.7536	32	0.7778	0.9032	0.8358	31	0.8097	0.8728	0.8401	0.9643
0.0101	10.0	1060	0.2193	0.7975	0.9130	0.8514	69	0.6711	0.8361	0.7445	61	0.8841	0.9477	0.9148	153	0.7105	0.8438	0.7714	32	0.8	0.9032	0.8485	31	0.8010	0.9075	0.8509	0.9638
0.0063	11.0	1166	0.2259	0.8056	0.8406	0.8227	69	0.6533	0.8033	0.7206	61	0.9018	0.9608	0.9304	153	0.7297	0.8438	0.7826	32	0.7105	0.8710	0.7826	31	0.8	0.8902	0.8427	0.9628
0.0059	12.0	1272	0.2383	0.7361	0.7681	0.7518	69	0.5949	0.7705	0.6714	61	0.9006	0.9477	0.9236	153	0.8438	0.8438	0.8438	32	0.8182	0.8710	0.8438	31	0.7931	0.8642	0.8271	0.9651
0.007	13.0	1378	0.2511	0.7229	0.8696	0.7895	69	0.6329	0.8197	0.7143	61	0.9018	0.9608	0.9304	153	0.7297	0.8438	0.7826	32	0.6585	0.8710	0.75	31	0.7717	0.8988	0.8304	0.9619
0.0058	14.0	1484	0.2405	0.7108	0.8551	0.7763	69	0.6667	0.8197	0.7353	61	0.9136	0.9673	0.9397	153	0.75	0.8438	0.7941	32	0.7941	0.8710	0.8308	31	0.7974	0.8988	0.8451	0.9648
0.0053	15.0	1590	0.2550	0.7468	0.8551	0.7973	69	0.6757	0.8197	0.7407	61	0.8922	0.9739	0.9313	153	0.7778	0.875	0.8235	32	0.6923	0.8710	0.7714	31	0.7924	0.9046	0.8448	0.9623
0.0045	16.0	1696	0.2411	0.7595	0.8696	0.8108	69	0.6866	0.7541	0.7188	61	0.9080	0.9673	0.9367	153	0.8485	0.875	0.8615	32	0.7941	0.8710	0.8308	31	0.8218	0.8931	0.8560	0.9663
0.0044	17.0	1802	0.2378	0.7867	0.8551	0.8194	69	0.6667	0.7869	0.7218	61	0.8957	0.9542	0.9241	153	0.8485	0.875	0.8615	32	0.75	0.8710	0.8060	31	0.8127	0.8902	0.8497	0.9663
0.004	18.0	1908	0.2822	0.7436	0.8406	0.7891	69	0.6533	0.8033	0.7206	61	0.8902	0.9542	0.9211	153	0.7297	0.8438	0.7826	32	0.7368	0.9032	0.8116	31	0.7857	0.8902	0.8347	0.9619
0.0043	19.0	2014	0.2357	0.7895	0.8696	0.8276	69	0.64	0.7869	0.7059	61	0.9193	0.9673	0.9427	153	0.7778	0.875	0.8235	32	0.7778	0.9032	0.8358	31	0.8125	0.9017	0.8548	0.9658
0.0032	20.0	2120	0.2456	0.7215	0.8261	0.7703	69	0.7077	0.7541	0.7302	61	0.9	0.9412	0.9201	153	0.75	0.8438	0.7941	32	0.8235	0.9032	0.8615	31	0.8075	0.8728	0.8389	0.9636
0.0036	21.0	2226	0.2781	0.7595	0.8696	0.8108	69	0.6	0.8361	0.6986	61	0.9038	0.9216	0.9126	153	0.7105	0.8438	0.7714	32	0.8125	0.8387	0.8254	31	0.7821	0.8815	0.8288	0.9619
0.0029	22.0	2332	0.3045	0.7922	0.8841	0.8356	69	0.6543	0.8689	0.7465	61	0.8970	0.9673	0.9308	153	0.75	0.8438	0.7941	32	0.7105	0.8710	0.7826	31	0.7960	0.9133	0.8506	0.9636
0.0023	23.0	2438	0.2636	0.8158	0.8986	0.8552	69	0.6267	0.7705	0.6912	61	0.9080	0.9673	0.9367	153	0.7941	0.8438	0.8182	32	0.75	0.8710	0.8060	31	0.8099	0.8988	0.8521	0.9663
0.0059	24.0	2544	0.2724	0.75	0.8261	0.7862	69	0.6203	0.8033	0.7	61	0.9193	0.9673	0.9427	153	0.7297	0.8438	0.7826	32	0.7714	0.8710	0.8182	31	0.7938	0.8902	0.8392	0.9633
0.002	25.0	2650	0.2530	0.7763	0.8551	0.8138	69	0.5875	0.7705	0.6667	61	0.9241	0.9542	0.9389	153	0.7027	0.8125	0.7536	32	0.8235	0.9032	0.8615	31	0.7948	0.8844	0.8372	0.9648
0.0037	26.0	2756	0.2652	0.7361	0.7681	0.7518	69	0.6316	0.7869	0.7007	61	0.9068	0.9542	0.9299	153	0.7179	0.875	0.7887	32	0.7368	0.9032	0.8116	31	0.7850	0.8757	0.8279	0.9601
0.0052	27.0	2862	0.2519	0.7349	0.8841	0.8026	69	0.6098	0.8197	0.6993	61	0.9136	0.9673	0.9397	153	0.8485	0.875	0.8615	32	0.75	0.8710	0.8060	31	0.7929	0.9075	0.8464	0.9663
0.0023	28.0	2968	0.2542	0.8429	0.8551	0.8489	69	0.6812	0.7705	0.7231	61	0.925	0.9673	0.9457	153	0.8125	0.8125	0.8125	32	0.6923	0.8710	0.7714	31	0.8297	0.8873	0.8575	0.9693
0.0042	29.0	3074	0.2452	0.7922	0.8841	0.8356	69	0.7059	0.7869	0.7442	61	0.9371	0.9739	0.9551	153	0.7714	0.8438	0.8060	32	0.7941	0.8710	0.8308	31	0.8365	0.9017	0.8679	0.9688
0.0016	30.0	3180	0.2484	0.8333	0.8696	0.8511	69	0.6618	0.7377	0.6977	61	0.9255	0.9739	0.9490	153	0.7714	0.8438	0.8060	32	0.7941	0.8710	0.8308	31	0.8324	0.8902	0.8603	0.9695
0.0017	31.0	3286	0.2913	0.7625	0.8841	0.8188	69	0.7	0.8033	0.7481	61	0.9141	0.9739	0.9430	153	0.7429	0.8125	0.7761	32	0.7714	0.8710	0.8182	31	0.8146	0.9017	0.8560	0.9643
0.0033	32.0	3392	0.2328	0.8551	0.8551	0.8551	69	0.7222	0.8525	0.7820	61	0.9308	0.9673	0.9487	153	0.8438	0.8438	0.8438	32	0.8182	0.8710	0.8438	31	0.8575	0.9046	0.8805	0.9723
0.0021	33.0	3498	0.2866	0.7867	0.8551	0.8194	69	0.6310	0.8689	0.7310	61	0.8909	0.9608	0.9245	153	0.8235	0.875	0.8485	32	0.75	0.8710	0.8060	31	0.7970	0.9075	0.8486	0.9651
0.0034	34.0	3604	0.2462	0.8219	0.8696	0.8451	69	0.6753	0.8525	0.7536	61	0.9130	0.9608	0.9363	153	0.7941	0.8438	0.8182	32	0.7714	0.8710	0.8182	31	0.8237	0.9046	0.8623	0.9705
0.0018	35.0	3710	0.2649	0.8333	0.8696	0.8511	69	0.6753	0.8525	0.7536	61	0.8970	0.9673	0.9308	153	0.8485	0.875	0.8615	32	0.7941	0.8710	0.8308	31	0.8268	0.9104	0.8666	0.9685
0.0015	36.0	3816	0.2639	0.8472	0.8841	0.8652	69	0.7619	0.7869	0.7742	61	0.9074	0.9608	0.9333	153	0.7879	0.8125	0.8	32	0.7297	0.8710	0.7941	31	0.8420	0.8931	0.8668	0.9678
0.0029	37.0	3922	0.2826	0.8026	0.8841	0.8414	69	0.7143	0.8197	0.7634	61	0.8963	0.9608	0.9274	153	0.7714	0.8438	0.8060	32	0.7941	0.8710	0.8308	31	0.8232	0.9017	0.8607	0.9671
0.0027	38.0	4028	0.2648	0.8026	0.8841	0.8414	69	0.6623	0.8361	0.7391	61	0.925	0.9673	0.9457	153	0.7222	0.8125	0.7647	32	0.8182	0.8710	0.8438	31	0.8194	0.9046	0.8599	0.9661
0.0028	39.0	4134	0.2490	0.8267	0.8986	0.8611	69	0.7361	0.8689	0.7970	61	0.9080	0.9673	0.9367	153	0.7429	0.8125	0.7761	32	0.7632	0.9355	0.8406	31	0.8303	0.9191	0.8724	0.9688
0.0015	40.0	4240	0.2301	0.8696	0.8696	0.8696	69	0.6420	0.8525	0.7324	61	0.925	0.9673	0.9457	153	0.7879	0.8125	0.8	32	0.8485	0.9032	0.875	31	0.8351	0.9075	0.8698	0.9713
0.0024	41.0	4346	0.2406	0.8243	0.8841	0.8531	69	0.6842	0.8525	0.7591	61	0.9141	0.9739	0.9430	153	0.7647	0.8125	0.7879	32	0.8182	0.8710	0.8438	31	0.8289	0.9104	0.8678	0.9678
0.0015	42.0	4452	0.2554	0.8333	0.8696	0.8511	69	0.7705	0.7705	0.7705	61	0.925	0.9673	0.9457	153	0.7941	0.8438	0.8182	32	0.8485	0.9032	0.875	31	0.8611	0.8960	0.8782	0.9695
0.0008	43.0	4558	0.2650	0.8356	0.8841	0.8592	69	0.7101	0.8033	0.7538	61	0.9018	0.9608	0.9304	153	0.75	0.8438	0.7941	32	0.8485	0.9032	0.875	31	0.8342	0.9017	0.8667	0.9690
0.0017	44.0	4664	0.2627	0.8	0.8696	0.8333	69	0.6711	0.8361	0.7445	61	0.9245	0.9608	0.9423	153	0.7576	0.7812	0.7692	32	0.8235	0.9032	0.8615	31	0.8249	0.8988	0.8603	0.9678
0.0013	45.0	4770	0.2592	0.8493	0.8986	0.8732	69	0.6543	0.8689	0.7465	61	0.9130	0.9608	0.9363	153	0.7941	0.8438	0.8182	32	0.8	0.9032	0.8485	31	0.8255	0.9162	0.8685	0.9695
0.0026	46.0	4876	0.2907	0.7922	0.8841	0.8356	69	0.6506	0.8852	0.75	61	0.8855	0.9608	0.9216	153	0.7714	0.8438	0.8060	32	0.7568	0.9032	0.8235	31	0.7965	0.9162	0.8522	0.9648
0.0018	47.0	4982	0.2971	0.8267	0.8986	0.8611	69	0.6842	0.8525	0.7591	61	0.8970	0.9673	0.9308	153	0.7143	0.7812	0.7463	32	0.75	0.8710	0.8060	31	0.8114	0.9075	0.8568	0.9658
0.0014	48.0	5088	0.2763	0.8451	0.8696	0.8571	69	0.6711	0.8361	0.7445	61	0.9182	0.9542	0.9359	153	0.7812	0.7812	0.7812	32	0.875	0.9032	0.8889	31	0.8378	0.8960	0.8659	0.9680
0.0019	49.0	5194	0.2749	0.8219	0.8696	0.8451	69	0.64	0.7869	0.7059	61	0.9119	0.9477	0.9295	153	0.8182	0.8438	0.8308	32	0.8710	0.8710	0.8710	31	0.8275	0.8873	0.8563	0.9678
0.0014	50.0	5300	0.2951	0.7531	0.8841	0.8133	69	0.6533	0.8033	0.7206	61	0.9367	0.9673	0.9518	153	0.7647	0.8125	0.7879	32	0.8235	0.9032	0.8615	31	0.8168	0.9017	0.8571	0.9643
0.0017	51.0	5406	0.2822	0.7895	0.8696	0.8276	69	0.6351	0.7705	0.6963	61	0.9125	0.9542	0.9329	153	0.7941	0.8438	0.8182	32	0.7714	0.8710	0.8182	31	0.8100	0.8873	0.8469	0.9631
0.0015	52.0	5512	0.2971	0.775	0.8986	0.8322	69	0.6329	0.8197	0.7143	61	0.9245	0.9608	0.9423	153	0.7647	0.8125	0.7879	32	0.7778	0.9032	0.8358	31	0.8067	0.9046	0.8529	0.9651
0.0013	53.0	5618	0.3104	0.7595	0.8696	0.8108	69	0.6234	0.7869	0.6957	61	0.8588	0.9542	0.9040	153	0.7941	0.8438	0.8182	32	0.8	0.9032	0.8485	31	0.7823	0.8931	0.8340	0.9631
0.0014	54.0	5724	0.2817	0.7848	0.8986	0.8378	69	0.7231	0.7705	0.7460	61	0.9057	0.9412	0.9231	153	0.7576	0.7812	0.7692	32	0.8485	0.9032	0.875	31	0.8293	0.8844	0.8559	0.9646
0.0005	55.0	5830	0.2915	0.7922	0.8841	0.8356	69	0.6486	0.7869	0.7111	61	0.9304	0.9608	0.9453	153	0.7879	0.8125	0.8	32	0.9032	0.9032	0.9032	31	0.8311	0.8960	0.8623	0.9648
0.0009	56.0	5936	0.3019	0.8026	0.8841	0.8414	69	0.6579	0.8197	0.7299	61	0.9308	0.9673	0.9487	153	0.7647	0.8125	0.7879	32	0.9032	0.9032	0.9032	31	0.8324	0.9046	0.8670	0.9663
0.0009	57.0	6042	0.2944	0.8219	0.8696	0.8451	69	0.6575	0.7869	0.7164	61	0.9187	0.9608	0.9393	153	0.7879	0.8125	0.8	32	0.9032	0.9032	0.9032	31	0.8351	0.8931	0.8631	0.9666
0.0006	58.0	6148	0.2899	0.8194	0.8551	0.8369	69	0.6812	0.7705	0.7231	61	0.9130	0.9608	0.9363	153	0.7879	0.8125	0.8	32	0.9032	0.9032	0.9032	31	0.8388	0.8873	0.8624	0.9663
0.0005	59.0	6254	0.2919	0.8133	0.8841	0.8472	69	0.65	0.8525	0.7376	61	0.9367	0.9673	0.9518	153	0.7647	0.8125	0.7879	32	0.8	0.9032	0.8485	31	0.8246	0.9104	0.8654	0.9678
0.0006	60.0	6360	0.3161	0.7625	0.8841	0.8188	69	0.68	0.8361	0.7500	61	0.9193	0.9673	0.9427	153	0.7647	0.8125	0.7879	32	0.7778	0.9032	0.8358	31	0.8135	0.9075	0.8579	0.9638
0.0017	61.0	6466	0.2976	0.7722	0.8841	0.8243	69	0.6944	0.8197	0.7519	61	0.9136	0.9673	0.9397	153	0.8438	0.8438	0.8438	32	0.7778	0.9032	0.8358	31	0.8241	0.9075	0.8638	0.9658
0.0004	62.0	6572	0.3020	0.7722	0.8841	0.8243	69	0.7231	0.7705	0.7460	61	0.925	0.9673	0.9457	153	0.7429	0.8125	0.7761	32	0.7778	0.9032	0.8358	31	0.8267	0.8960	0.8599	0.9638
0.0004	63.0	6678	0.2792	0.7792	0.8696	0.8219	69	0.6795	0.8689	0.7626	61	0.9304	0.9608	0.9453	153	0.7647	0.8125	0.7879	32	0.7778	0.9032	0.8358	31	0.8198	0.9075	0.8615	0.9668
0.001	64.0	6784	0.2865	0.7763	0.8551	0.8138	69	0.6235	0.8689	0.7260	61	0.9198	0.9739	0.9460	153	0.7941	0.8438	0.8182	32	0.875	0.9032	0.8889	31	0.8123	0.9133	0.8599	0.9666
0.0011	65.0	6890	0.2917	0.8143	0.8261	0.8201	69	0.6857	0.7869	0.7328	61	0.9255	0.9739	0.9490	153	0.7647	0.8125	0.7879	32	0.875	0.9032	0.8889	31	0.8392	0.8902	0.8640	0.9680
0.0014	66.0	6996	0.2753	0.7733	0.8406	0.8056	69	0.65	0.8525	0.7376	61	0.9198	0.9739	0.9460	153	0.7879	0.8125	0.8	32	0.875	0.9032	0.8889	31	0.8194	0.9046	0.8599	0.9685
0.0005	67.0	7102	0.2885	0.7867	0.8551	0.8194	69	0.6386	0.8689	0.7361	61	0.9085	0.9739	0.9401	153	0.7647	0.8125	0.7879	32	0.875	0.9032	0.8889	31	0.8119	0.9104	0.8583	0.9663
0.0004	68.0	7208	0.2738	0.7895	0.8696	0.8276	69	0.6933	0.8525	0.7647	61	0.9371	0.9739	0.9551	153	0.8125	0.8125	0.8125	32	0.875	0.9032	0.8889	31	0.8422	0.9104	0.8750	0.9710
0.0002	69.0	7314	0.2715	0.8	0.8696	0.8333	69	0.6892	0.8361	0.7556	61	0.9371	0.9739	0.9551	153	0.8125	0.8125	0.8125	32	0.9032	0.9032	0.9032	31	0.8464	0.9075	0.8759	0.9710
0.0003	70.0	7420	0.2793	0.8	0.8696	0.8333	69	0.7123	0.8525	0.7761	61	0.9198	0.9739	0.9460	153	0.7879	0.8125	0.8	32	0.9032	0.9032	0.9032	31	0.8422	0.9104	0.8750	0.9705
0.0001	71.0	7526	0.2981	0.8	0.8696	0.8333	69	0.7123	0.8525	0.7761	61	0.9141	0.9739	0.9430	153	0.7879	0.8125	0.8	32	0.9032	0.9032	0.9032	31	0.84	0.9104	0.8738	0.9690
0.0005	72.0	7632	0.2762	0.8261	0.8261	0.8261	69	0.7143	0.8197	0.7634	61	0.9141	0.9739	0.9430	153	0.8182	0.8438	0.8308	32	0.9032	0.9032	0.9032	31	0.8497	0.8988	0.8736	0.9708
0.0002	73.0	7738	0.2834	0.8108	0.8696	0.8392	69	0.68	0.8361	0.7500	61	0.9198	0.9739	0.9460	153	0.7647	0.8125	0.7879	32	0.9032	0.9032	0.9032	31	0.8351	0.9075	0.8698	0.9685
0.0002	74.0	7844	0.2789	0.7895	0.8696	0.8276	69	0.6883	0.8689	0.7681	61	0.9371	0.9739	0.9551	153	0.7941	0.8438	0.8182	32	0.875	0.9032	0.8889	31	0.8386	0.9162	0.8757	0.9695
0.0001	75.0	7950	0.2948	0.7792	0.8696	0.8219	69	0.6974	0.8689	0.7737	61	0.9141	0.9739	0.9430	153	0.7941	0.8438	0.8182	32	0.875	0.9032	0.8889	31	0.8298	0.9162	0.8709	0.9673
0.0004	76.0	8056	0.3102	0.7867	0.8551	0.8194	69	0.6528	0.7705	0.7068	61	0.9085	0.9739	0.9401	153	0.8182	0.8438	0.8308	32	0.875	0.9032	0.8889	31	0.8245	0.8960	0.8587	0.9668
0.0005	77.0	8162	0.2998	0.7821	0.8841	0.8299	69	0.6623	0.8361	0.7391	61	0.9141	0.9739	0.9430	153	0.7647	0.8125	0.7879	32	0.8485	0.9032	0.875	31	0.8182	0.9104	0.8618	0.9663
0.0002	78.0	8268	0.2898	0.7867	0.8551	0.8194	69	0.7027	0.8525	0.7704	61	0.9198	0.9739	0.9460	153	0.7879	0.8125	0.8	32	0.8485	0.9032	0.875	31	0.8329	0.9075	0.8686	0.9676
0.0003	79.0	8374	0.2755	0.7945	0.8406	0.8169	69	0.7101	0.8033	0.7538	61	0.9313	0.9739	0.9521	153	0.8438	0.8438	0.8438	32	0.875	0.9032	0.8889	31	0.8497	0.8988	0.8736	0.9695
0.0004	80.0	8480	0.2898	0.7662	0.8551	0.8082	69	0.6901	0.8033	0.7424	61	0.9030	0.9739	0.9371	153	0.7647	0.8125	0.7879	32	0.7778	0.9032	0.8358	31	0.8120	0.8988	0.8532	0.9656
0.0003	81.0	8586	0.2858	0.7973	0.8551	0.8252	69	0.68	0.8361	0.7500	61	0.9024	0.9673	0.9338	153	0.8438	0.8438	0.8438	32	0.8485	0.9032	0.875	31	0.8280	0.9046	0.8646	0.9688
0.0004	82.0	8692	0.2854	0.7564	0.8551	0.8027	69	0.7313	0.8033	0.7656	61	0.9141	0.9739	0.9430	153	0.8125	0.8125	0.8125	32	0.8485	0.9032	0.875	31	0.8338	0.8988	0.8651	0.9695
0.0004	83.0	8798	0.2825	0.7722	0.8841	0.8243	69	0.72	0.8852	0.7941	61	0.9085	0.9739	0.9401	153	0.7879	0.8125	0.8	32	0.8	0.9032	0.8485	31	0.8238	0.9191	0.8689	0.9693
0.0006	84.0	8904	0.2661	0.8056	0.8406	0.8227	69	0.7576	0.8197	0.7874	61	0.9313	0.9739	0.9521	153	0.7879	0.8125	0.8	32	0.8485	0.9032	0.875	31	0.8544	0.8988	0.8761	0.9720
0.0003	85.0	9010	0.2932	0.8	0.8696	0.8333	69	0.7273	0.7869	0.7559	61	0.9085	0.9739	0.9401	153	0.7879	0.8125	0.8	32	0.7778	0.9032	0.8358	31	0.8316	0.8988	0.8639	0.9678
0.0006	86.0	9116	0.2930	0.8286	0.8406	0.8345	69	0.75	0.7869	0.768	61	0.9198	0.9739	0.9460	153	0.8182	0.8438	0.8308	32	0.8	0.9032	0.8485	31	0.8516	0.8960	0.8732	0.9685
0.0005	87.0	9222	0.3029	0.7945	0.8406	0.8169	69	0.7273	0.7869	0.7559	61	0.8922	0.9739	0.9313	153	0.7879	0.8125	0.8	32	0.7568	0.9032	0.8235	31	0.8218	0.8931	0.8560	0.9663
0.0003	88.0	9328	0.3066	0.7973	0.8551	0.8252	69	0.7286	0.8361	0.7786	61	0.8922	0.9739	0.9313	153	0.7879	0.8125	0.8	32	0.7368	0.9032	0.8116	31	0.8194	0.9046	0.8599	0.9666
0.0001	89.0	9434	0.3087	0.7763	0.8551	0.8138	69	0.7246	0.8197	0.7692	61	0.8976	0.9739	0.9342	153	0.7879	0.8125	0.8	32	0.7368	0.9032	0.8116	31	0.8168	0.9017	0.8571	0.9651
0.0001	90.0	9540	0.3143	0.7654	0.8986	0.8267	69	0.7143	0.8197	0.7634	61	0.8855	0.9608	0.9216	153	0.7879	0.8125	0.8	32	0.7778	0.9032	0.8358	31	0.8109	0.9046	0.8552	0.9653
0.0001	91.0	9646	0.2944	0.7722	0.8841	0.8243	69	0.7286	0.8361	0.7786	61	0.8970	0.9673	0.9308	153	0.7879	0.8125	0.8	32	0.7778	0.9032	0.8358	31	0.8198	0.9075	0.8615	0.9683
0.0002	92.0	9752	0.3118	0.775	0.8986	0.8322	69	0.7183	0.8361	0.7727	61	0.8862	0.9673	0.9250	153	0.8182	0.8438	0.8308	32	0.7568	0.9032	0.8235	31	0.8144	0.9133	0.8610	0.9671
0.0003	93.0	9858	0.3049	0.7848	0.8986	0.8378	69	0.7286	0.8361	0.7786	61	0.8922	0.9739	0.9313	153	0.8182	0.8438	0.8308	32	0.8	0.9032	0.8485	31	0.8255	0.9162	0.8685	0.9683
0.0001	94.0	9964	0.3039	0.7722	0.8841	0.8243	69	0.7286	0.8361	0.7786	61	0.8922	0.9739	0.9313	153	0.8182	0.8438	0.8308	32	0.8	0.9032	0.8485	31	0.8229	0.9133	0.8658	0.9683
0.0003	95.0	10070	0.3033	0.7625	0.8841	0.8188	69	0.7286	0.8361	0.7786	61	0.9030	0.9739	0.9371	153	0.7879	0.8125	0.8	32	0.8	0.9032	0.8485	31	0.8225	0.9104	0.8642	0.9683
0.0005	96.0	10176	0.3058	0.7625	0.8841	0.8188	69	0.7286	0.8361	0.7786	61	0.8922	0.9739	0.9313	153	0.7879	0.8125	0.8	32	0.8	0.9032	0.8485	31	0.8182	0.9104	0.8618	0.9676
0.0001	97.0	10282	0.3053	0.7625	0.8841	0.8188	69	0.7286	0.8361	0.7786	61	0.8976	0.9739	0.9342	153	0.7879	0.8125	0.8	32	0.8	0.9032	0.8485	31	0.8203	0.9104	0.8630	0.9678
0.0001	98.0	10388	0.3044	0.7625	0.8841	0.8188	69	0.7286	0.8361	0.7786	61	0.8976	0.9739	0.9342	153	0.7879	0.8125	0.8	32	0.8	0.9032	0.8485	31	0.8203	0.9104	0.8630	0.9678
0.0001	99.0	10494	0.3065	0.7625	0.8841	0.8188	69	0.7286	0.8361	0.7786	61	0.8922	0.9739	0.9313	153	0.7879	0.8125	0.8	32	0.8	0.9032	0.8485	31	0.8182	0.9104	0.8618	0.9676
0.0001	100.0	10600	0.3065	0.7625	0.8841	0.8188	69	0.7286	0.8361	0.7786	61	0.8922	0.9739	0.9313	153	0.7879	0.8125	0.8	32	0.8	0.9032	0.8485	31	0.8182	0.9104	0.8618	0.9676

Framework versions

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