nerugm-base-0

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: 0.3478
• Location Precision: 0.8205
• Location Recall: 0.9275
• Location F1: 0.8707
• Location Number: 69
• Organization Precision: 0.7424
• Organization Recall: 0.8448
• Organization F1: 0.7903
• Organization Number: 58
• Person Precision: 0.9051
• Person Recall: 0.9408
• Person F1: 0.9226
• Person Number: 152
• Quantity Precision: 0.7879
• Quantity Recall: 0.8667
• Quantity F1: 0.8254
• Quantity Number: 30
• Time Precision: 0.8667
• Time Recall: 0.8966
• Time F1: 0.8814
• Time Number: 29
• Overall Precision: 0.8438
• Overall Recall: 0.9112
• Overall F1: 0.8762
• Overall Accuracy: 0.9670

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
0.3605	1.0	106	0.1420	0.8	0.8696	0.8333	69	0.6216	0.7931	0.6970	58	0.8354	0.9013	0.8671	152	0.6765	0.7667	0.7188	30	0.8438	0.9310	0.8852	29	0.7731	0.8669	0.8173	0.9562
0.1203	2.0	212	0.1454	0.7654	0.8986	0.8267	69	0.6133	0.7931	0.6917	58	0.8494	0.9276	0.8868	152	0.6216	0.7667	0.6866	30	0.6857	0.8276	0.75	29	0.7513	0.8757	0.8087	0.9557
0.0755	3.0	318	0.1432	0.7927	0.9420	0.8609	69	0.6571	0.7931	0.7188	58	0.8118	0.9079	0.8571	152	0.7353	0.8333	0.7812	30	0.8438	0.9310	0.8852	29	0.7758	0.8905	0.8292	0.9613
0.0504	4.0	424	0.1478	0.7875	0.9130	0.8456	69	0.6441	0.6552	0.6496	58	0.8415	0.9079	0.8734	152	0.8125	0.8667	0.8387	30	0.6842	0.8966	0.7761	29	0.7802	0.8609	0.8186	0.9598
0.0318	5.0	530	0.1836	0.8133	0.8841	0.8472	69	0.6623	0.8793	0.7556	58	0.8773	0.9408	0.9079	152	0.7027	0.8667	0.7761	30	0.8387	0.8966	0.8667	29	0.8016	0.9083	0.8516	0.9598
0.0239	6.0	636	0.1695	0.8219	0.8696	0.8451	69	0.6184	0.8103	0.7015	58	0.8344	0.8618	0.8479	152	0.8065	0.8333	0.8197	30	0.8125	0.8966	0.8525	29	0.7832	0.8550	0.8175	0.9577
0.0238	7.0	742	0.1953	0.8243	0.8841	0.8531	69	0.6857	0.8276	0.75	58	0.8253	0.9013	0.8616	152	0.6579	0.8333	0.7353	30	0.8065	0.8621	0.8333	29	0.7810	0.8757	0.8257	0.9608
0.0134	8.0	848	0.2300	0.7949	0.8986	0.8435	69	0.7164	0.8276	0.768	58	0.8263	0.9079	0.8652	152	0.7576	0.8333	0.7937	30	0.8667	0.8966	0.8814	29	0.7973	0.8846	0.8387	0.9634
0.0097	9.0	954	0.2306	0.7922	0.8841	0.8356	69	0.6812	0.8103	0.7402	58	0.8774	0.8947	0.8860	152	0.7353	0.8333	0.7812	30	0.8966	0.8966	0.8966	29	0.8104	0.8728	0.8405	0.9580
0.0078	10.0	1060	0.2441	0.8077	0.9130	0.8571	69	0.7183	0.8793	0.7907	58	0.8509	0.9013	0.8754	152	0.7353	0.8333	0.7812	30	0.8966	0.8966	0.8966	29	0.8097	0.8935	0.8495	0.9665
0.0057	11.0	1166	0.2607	0.8077	0.9130	0.8571	69	0.6333	0.6552	0.6441	58	0.8671	0.9013	0.8839	152	0.8125	0.8667	0.8387	30	0.8125	0.8966	0.8525	29	0.8056	0.8580	0.8309	0.9613
0.0057	12.0	1272	0.2562	0.8194	0.8551	0.8369	69	0.75	0.7759	0.7627	58	0.8364	0.9079	0.8707	152	0.7812	0.8333	0.8065	30	0.8621	0.8621	0.8621	29	0.8156	0.8639	0.8391	0.9624
0.0041	13.0	1378	0.2621	0.8125	0.9420	0.8725	69	0.7460	0.8103	0.7769	58	0.8447	0.8947	0.8690	152	0.8065	0.8333	0.8197	30	0.8667	0.8966	0.8814	29	0.8192	0.8846	0.8506	0.9644
0.0045	14.0	1484	0.2811	0.7529	0.9275	0.8312	69	0.7241	0.7241	0.7241	58	0.85	0.8947	0.8718	152	0.7879	0.8667	0.8254	30	0.7647	0.8966	0.8254	29	0.7946	0.8698	0.8305	0.9634
0.0048	15.0	1590	0.2608	0.8025	0.9420	0.8667	69	0.7231	0.8103	0.7642	58	0.8634	0.9145	0.8882	152	0.7647	0.8667	0.8125	30	0.8387	0.8966	0.8667	29	0.8145	0.8964	0.8535	0.9626
0.0054	16.0	1696	0.2662	0.8356	0.8841	0.8592	69	0.6761	0.8276	0.7442	58	0.8704	0.9276	0.8981	152	0.8125	0.8667	0.8387	30	0.8929	0.8621	0.8772	29	0.8224	0.8905	0.8551	0.9608
0.0048	17.0	1802	0.2811	0.8025	0.9420	0.8667	69	0.6765	0.7931	0.7302	58	0.8535	0.8816	0.8673	152	0.7576	0.8333	0.7937	30	0.6757	0.8621	0.7576	29	0.7846	0.8728	0.8263	0.9613
0.0039	18.0	1908	0.2927	0.8356	0.8841	0.8592	69	0.6944	0.8621	0.7692	58	0.7976	0.8816	0.8375	152	0.7353	0.8333	0.7812	30	0.7576	0.8621	0.8065	29	0.7763	0.8728	0.8217	0.9575
0.0038	19.0	2014	0.2554	0.8312	0.9275	0.8767	69	0.6176	0.7241	0.6667	58	0.875	0.9211	0.8974	152	0.7812	0.8333	0.8065	30	0.8125	0.8966	0.8525	29	0.8049	0.8787	0.8402	0.9634
0.0044	20.0	2120	0.2623	0.7590	0.9130	0.8289	69	0.6825	0.7414	0.7107	58	0.8797	0.9145	0.8968	152	0.7647	0.8667	0.8125	30	0.7647	0.8966	0.8254	29	0.7984	0.8787	0.8366	0.9621
0.0033	21.0	2226	0.2766	0.7975	0.9130	0.8514	69	0.7288	0.7414	0.7350	58	0.8580	0.9145	0.8854	152	0.7222	0.8667	0.7879	30	0.8065	0.8621	0.8333	29	0.8065	0.8757	0.8397	0.9601
0.0048	22.0	2332	0.2605	0.8442	0.9420	0.8904	69	0.6892	0.8793	0.7727	58	0.875	0.9211	0.8974	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8235	0.9112	0.8652	0.9652
0.003	23.0	2438	0.2736	0.7848	0.8986	0.8378	69	0.6892	0.8793	0.7727	58	0.8861	0.9211	0.9032	152	0.8125	0.8667	0.8387	30	0.8387	0.8966	0.8667	29	0.8155	0.9024	0.8567	0.9647
0.0024	24.0	2544	0.2827	0.8025	0.9420	0.8667	69	0.6667	0.7931	0.7244	58	0.8974	0.9211	0.9091	152	0.7647	0.8667	0.8125	30	0.8667	0.8966	0.8814	29	0.8189	0.8964	0.8559	0.9647
0.0024	25.0	2650	0.2875	0.8101	0.9275	0.8649	69	0.6625	0.9138	0.7681	58	0.8704	0.9276	0.8981	152	0.7647	0.8667	0.8125	30	0.8966	0.8966	0.8966	29	0.8073	0.9172	0.8587	0.9647
0.0025	26.0	2756	0.2877	0.7848	0.8986	0.8378	69	0.7167	0.7414	0.7288	58	0.8598	0.9276	0.8924	152	0.8125	0.8667	0.8387	30	0.8667	0.8966	0.8814	29	0.8164	0.8817	0.8478	0.9641
0.0038	27.0	2862	0.2956	0.7590	0.9130	0.8289	69	0.6324	0.7414	0.6825	58	0.8994	0.9408	0.9196	152	0.7429	0.8667	0.8	30	0.7879	0.8966	0.8387	29	0.7963	0.8905	0.8408	0.9611
0.0046	28.0	2968	0.2741	0.7927	0.9420	0.8609	69	0.6957	0.8276	0.7559	58	0.8765	0.9342	0.9045	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8165	0.9083	0.8599	0.9649
0.0022	29.0	3074	0.2802	0.8289	0.9130	0.8690	69	0.7353	0.8621	0.7937	58	0.8981	0.9276	0.9126	152	0.7879	0.8667	0.8254	30	0.8966	0.8966	0.8966	29	0.8430	0.9053	0.8730	0.9667
0.002	30.0	3180	0.2910	0.8	0.9275	0.8591	69	0.7424	0.8448	0.7903	58	0.8812	0.9276	0.9038	152	0.8125	0.8667	0.8387	30	0.8966	0.8966	0.8966	29	0.8338	0.9053	0.8681	0.9675
0.0015	31.0	3286	0.2916	0.8077	0.9130	0.8571	69	0.7164	0.8276	0.768	58	0.9020	0.9079	0.9049	152	0.8125	0.8667	0.8387	30	0.8966	0.8966	0.8966	29	0.8384	0.8905	0.8637	0.9662
0.004	32.0	3392	0.2852	0.8514	0.9130	0.8811	69	0.7344	0.8103	0.7705	58	0.8805	0.9211	0.9003	152	0.8125	0.8667	0.8387	30	0.8	0.8276	0.8136	29	0.8357	0.8876	0.8608	0.9649
0.0038	33.0	3498	0.2871	0.8182	0.9130	0.8630	69	0.7656	0.8448	0.8033	58	0.8712	0.9342	0.9016	152	0.8125	0.8667	0.8387	30	0.7812	0.8621	0.8197	29	0.8288	0.9024	0.8640	0.9649
0.0042	34.0	3604	0.2901	0.84	0.9130	0.8750	69	0.6486	0.8276	0.7273	58	0.8854	0.9145	0.8997	152	0.8125	0.8667	0.8387	30	0.8387	0.8966	0.8667	29	0.8184	0.8935	0.8543	0.9624
0.0026	35.0	3710	0.2781	0.7901	0.9275	0.8533	69	0.7353	0.8621	0.7937	58	0.8987	0.9342	0.9161	152	0.8125	0.8667	0.8387	30	0.8387	0.8966	0.8667	29	0.8324	0.9112	0.8701	0.9659
0.0021	36.0	3816	0.2929	0.8158	0.8986	0.8552	69	0.7260	0.9138	0.8092	58	0.8861	0.9211	0.9032	152	0.7879	0.8667	0.8254	30	0.8929	0.8621	0.8772	29	0.8315	0.9053	0.8669	0.9641
0.002	37.0	3922	0.2751	0.7778	0.9130	0.84	69	0.7538	0.8448	0.7967	58	0.9079	0.9079	0.9079	152	0.8125	0.8667	0.8387	30	0.8065	0.8621	0.8333	29	0.8338	0.8905	0.8612	0.9641
0.0032	38.0	4028	0.2930	0.7683	0.9130	0.8344	69	0.7619	0.8276	0.7934	58	0.8924	0.9276	0.9097	152	0.7879	0.8667	0.8254	30	0.8333	0.8621	0.8475	29	0.8279	0.8964	0.8608	0.9670
0.0014	39.0	4134	0.2642	0.8533	0.9275	0.8889	69	0.7581	0.8103	0.7833	58	0.8758	0.9276	0.9010	152	0.8125	0.8667	0.8387	30	0.8333	0.8621	0.8475	29	0.8417	0.8964	0.8682	0.9677
0.0022	40.0	4240	0.3011	0.7778	0.9130	0.84	69	0.7077	0.7931	0.7480	58	0.8861	0.9211	0.9032	152	0.8125	0.8667	0.8387	30	0.8621	0.8621	0.8621	29	0.8219	0.8876	0.8535	0.9662
0.0023	41.0	4346	0.2920	0.8289	0.9130	0.8690	69	0.7458	0.7586	0.7521	58	0.875	0.9211	0.8974	152	0.8125	0.8667	0.8387	30	0.8621	0.8621	0.8621	29	0.8371	0.8817	0.8588	0.9659
0.0026	42.0	4452	0.2898	0.8101	0.9275	0.8649	69	0.75	0.8276	0.7869	58	0.875	0.9211	0.8974	152	0.8125	0.8667	0.8387	30	0.8065	0.8621	0.8333	29	0.8279	0.8964	0.8608	0.9647
0.0015	43.0	4558	0.3104	0.7901	0.9275	0.8533	69	0.6933	0.8966	0.7820	58	0.8868	0.9276	0.9068	152	0.7879	0.8667	0.8254	30	0.8333	0.8621	0.8475	29	0.8148	0.9112	0.8603	0.9649
0.0016	44.0	4664	0.3085	0.7875	0.9130	0.8456	69	0.7463	0.8621	0.8000	58	0.8861	0.9211	0.9032	152	0.8125	0.8667	0.8387	30	0.8571	0.8276	0.8421	29	0.8301	0.8964	0.8620	0.9641
0.0018	45.0	4770	0.3026	0.8	0.9275	0.8591	69	0.6901	0.8448	0.7597	58	0.8805	0.9211	0.9003	152	0.7879	0.8667	0.8254	30	0.8333	0.8621	0.8475	29	0.8150	0.8994	0.8551	0.9616
0.0033	46.0	4876	0.2862	0.7619	0.9275	0.8366	69	0.7077	0.7931	0.7480	58	0.8696	0.9211	0.8946	152	0.7879	0.8667	0.8254	30	0.8065	0.8621	0.8333	29	0.8048	0.8905	0.8455	0.9631
0.0007	47.0	4982	0.2828	0.8533	0.9275	0.8889	69	0.7419	0.7931	0.7667	58	0.8981	0.9276	0.9126	152	0.8125	0.8667	0.8387	30	0.8621	0.8621	0.8621	29	0.8507	0.8935	0.8716	0.9690
0.0018	48.0	5088	0.2690	0.8312	0.9275	0.8767	69	0.6857	0.8276	0.75	58	0.8861	0.9211	0.9032	152	0.8125	0.8667	0.8387	30	0.8333	0.8621	0.8475	29	0.8256	0.8964	0.8596	0.9665
0.0005	49.0	5194	0.2876	0.8205	0.9275	0.8707	69	0.6923	0.7759	0.7317	58	0.8634	0.9145	0.8882	152	0.8438	0.9	0.8710	30	0.8621	0.8621	0.8621	29	0.8219	0.8876	0.8535	0.9641
0.0017	50.0	5300	0.3070	0.8101	0.9275	0.8649	69	0.7	0.7241	0.7119	58	0.8917	0.9211	0.9061	152	0.8125	0.8667	0.8387	30	0.8065	0.8621	0.8333	29	0.8273	0.8787	0.8522	0.9644
0.0009	51.0	5406	0.3090	0.8205	0.9275	0.8707	69	0.7143	0.8621	0.7813	58	0.8917	0.9211	0.9061	152	0.8125	0.8667	0.8387	30	0.8333	0.8621	0.8475	29	0.8311	0.9024	0.8652	0.9649
0.0005	52.0	5512	0.3099	0.8	0.9275	0.8591	69	0.7031	0.7759	0.7377	58	0.8854	0.9145	0.8997	152	0.8125	0.8667	0.8387	30	0.8667	0.8966	0.8814	29	0.8264	0.8876	0.8559	0.9657
0.001	53.0	5618	0.3116	0.7901	0.9275	0.8533	69	0.7419	0.7931	0.7667	58	0.8854	0.9145	0.8997	152	0.8125	0.8667	0.8387	30	0.8387	0.8966	0.8667	29	0.8292	0.8905	0.8588	0.9649
0.0006	54.0	5724	0.3180	0.7901	0.9275	0.8533	69	0.7031	0.7759	0.7377	58	0.8968	0.9145	0.9055	152	0.8125	0.8667	0.8387	30	0.8333	0.8621	0.8475	29	0.8260	0.8846	0.8543	0.9644
0.0004	55.0	5830	0.3218	0.8	0.9275	0.8591	69	0.7258	0.7759	0.7500	58	0.8861	0.9211	0.9032	152	0.8125	0.8667	0.8387	30	0.8621	0.8621	0.8621	29	0.8310	0.8876	0.8584	0.9647
0.0006	56.0	5936	0.3311	0.7901	0.9275	0.8533	69	0.7097	0.7586	0.7333	58	0.8861	0.9211	0.9032	152	0.8125	0.8667	0.8387	30	0.8065	0.8621	0.8333	29	0.8214	0.8846	0.8519	0.9634
0.0009	57.0	6042	0.3179	0.7805	0.9275	0.8477	69	0.6970	0.7931	0.7419	58	0.8797	0.9145	0.8968	152	0.8125	0.8667	0.8387	30	0.8065	0.8621	0.8333	29	0.8130	0.8876	0.8487	0.9644
0.002	58.0	6148	0.2750	0.8205	0.9275	0.8707	69	0.6909	0.6552	0.6726	58	0.9038	0.9276	0.9156	152	0.7812	0.8333	0.8065	30	0.8966	0.8966	0.8966	29	0.84	0.8698	0.8547	0.9639
0.0018	59.0	6254	0.2915	0.8101	0.9275	0.8649	69	0.7188	0.7931	0.7541	58	0.8854	0.9145	0.8997	152	0.7879	0.8667	0.8254	30	0.8929	0.8621	0.8772	29	0.8310	0.8876	0.8584	0.9657
0.0008	60.0	6360	0.3103	0.8101	0.9275	0.8649	69	0.7358	0.6724	0.7027	58	0.8910	0.9145	0.9026	152	0.8125	0.8667	0.8387	30	0.8929	0.8621	0.8772	29	0.8420	0.8669	0.8542	0.9649
0.0013	61.0	6466	0.2831	0.84	0.9130	0.8750	69	0.75	0.8276	0.7869	58	0.8805	0.9211	0.9003	152	0.7879	0.8667	0.8254	30	0.8966	0.8966	0.8966	29	0.8417	0.8964	0.8682	0.9662
0.0013	62.0	6572	0.2986	0.8205	0.9275	0.8707	69	0.7463	0.8621	0.8000	58	0.8861	0.9211	0.9032	152	0.8125	0.8667	0.8387	30	0.8966	0.8966	0.8966	29	0.8407	0.9053	0.8718	0.9680
0.0009	63.0	6678	0.3033	0.7975	0.9130	0.8514	69	0.7576	0.8621	0.8065	58	0.8634	0.9145	0.8882	152	0.8125	0.8667	0.8387	30	0.8966	0.8966	0.8966	29	0.8283	0.8994	0.8624	0.9662
0.0017	64.0	6784	0.3016	0.7805	0.9275	0.8477	69	0.7183	0.8793	0.7907	58	0.8812	0.9276	0.9038	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8191	0.9112	0.8627	0.9667
0.0007	65.0	6890	0.3076	0.8	0.9275	0.8591	69	0.7042	0.8621	0.7752	58	0.8812	0.9276	0.9038	152	0.7879	0.8667	0.8254	30	0.8966	0.8966	0.8966	29	0.8231	0.9083	0.8636	0.9662
0.0013	66.0	6996	0.2963	0.8077	0.9130	0.8571	69	0.7463	0.8621	0.8000	58	0.8924	0.9276	0.9097	152	0.7879	0.8667	0.8254	30	0.7879	0.8966	0.8387	29	0.8293	0.9053	0.8656	0.9639
0.0011	67.0	7102	0.3188	0.8077	0.9130	0.8571	69	0.6923	0.7759	0.7317	58	0.875	0.9211	0.8974	152	0.7879	0.8667	0.8254	30	0.8387	0.8966	0.8667	29	0.8174	0.8876	0.8511	0.9634
0.0009	68.0	7208	0.3356	0.8101	0.9275	0.8649	69	0.7313	0.8448	0.784	58	0.8659	0.9342	0.8987	152	0.7879	0.8667	0.8254	30	0.8387	0.8966	0.8667	29	0.8209	0.9083	0.8624	0.9644
0.001	69.0	7314	0.3089	0.8228	0.9420	0.8784	69	0.7031	0.7759	0.7377	58	0.9057	0.9474	0.9260	152	0.7879	0.8667	0.8254	30	0.8387	0.8966	0.8667	29	0.8361	0.9053	0.8693	0.9654
0.001	70.0	7420	0.3141	0.8205	0.9275	0.8707	69	0.7260	0.9138	0.8092	58	0.8875	0.9342	0.9103	152	0.7879	0.8667	0.8254	30	0.8387	0.8966	0.8667	29	0.8293	0.9201	0.8724	0.9670
0.0006	71.0	7526	0.2926	0.8101	0.9275	0.8649	69	0.7206	0.8448	0.7778	58	0.9172	0.9474	0.9320	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8420	0.9142	0.8766	0.9682
0.0003	72.0	7632	0.3161	0.8	0.9275	0.8591	69	0.7463	0.8621	0.8000	58	0.9108	0.9408	0.9256	152	0.7879	0.8667	0.8254	30	0.8387	0.8966	0.8667	29	0.8397	0.9142	0.8754	0.9670
0.0008	73.0	7738	0.3193	0.7901	0.9275	0.8533	69	0.7353	0.8621	0.7937	58	0.8875	0.9342	0.9103	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8280	0.9112	0.8676	0.9675
0.0007	74.0	7844	0.3126	0.8	0.9275	0.8591	69	0.75	0.8276	0.7869	58	0.8931	0.9342	0.9132	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8361	0.9053	0.8693	0.9662
0.0002	75.0	7950	0.3108	0.8101	0.9275	0.8649	69	0.7742	0.8276	0.8000	58	0.8861	0.9211	0.9032	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8398	0.8994	0.8686	0.9657
0.0003	76.0	8056	0.3104	0.8205	0.9275	0.8707	69	0.7612	0.8793	0.8160	58	0.8827	0.9408	0.9108	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8378	0.9172	0.8757	0.9667
0.0003	77.0	8162	0.3197	0.8101	0.9275	0.8649	69	0.7536	0.8966	0.8189	58	0.8994	0.9408	0.9196	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8405	0.9201	0.8785	0.9682
0.0005	78.0	8268	0.3423	0.7529	0.9275	0.8312	69	0.7083	0.8793	0.7846	58	0.8712	0.9342	0.9016	152	0.7879	0.8667	0.8254	30	0.8387	0.8966	0.8667	29	0.8047	0.9142	0.8560	0.9636
0.0002	79.0	8374	0.3325	0.8205	0.9275	0.8707	69	0.7647	0.8966	0.8254	58	0.8820	0.9342	0.9073	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8378	0.9172	0.8757	0.9680
0.0002	80.0	8480	0.3354	0.8312	0.9275	0.8767	69	0.7455	0.7069	0.7257	58	0.8820	0.9342	0.9073	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8399	0.8846	0.8617	0.9654
0.0004	81.0	8586	0.3405	0.7875	0.9130	0.8456	69	0.7273	0.8276	0.7742	58	0.875	0.9211	0.8974	152	0.7879	0.8667	0.8254	30	0.8387	0.8966	0.8667	29	0.8189	0.8964	0.8559	0.9641
0.0002	82.0	8692	0.3391	0.8312	0.9275	0.8767	69	0.7377	0.7759	0.7563	58	0.8875	0.9342	0.9103	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8393	0.8964	0.8670	0.9665
0.0003	83.0	8798	0.3488	0.8101	0.9275	0.8649	69	0.7077	0.7931	0.7480	58	0.8812	0.9276	0.9038	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8256	0.8964	0.8596	0.9636
0.0002	84.0	8904	0.3432	0.8205	0.9275	0.8707	69	0.7377	0.7759	0.7563	58	0.8882	0.9408	0.9137	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8375	0.8994	0.8673	0.9652
0.0003	85.0	9010	0.3442	0.8	0.9275	0.8591	69	0.7385	0.8276	0.7805	58	0.8938	0.9408	0.9167	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8342	0.9083	0.8697	0.9654
0.0005	86.0	9116	0.3417	0.8101	0.9275	0.8649	69	0.7424	0.8448	0.7903	58	0.8994	0.9408	0.9196	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8392	0.9112	0.8738	0.9662
0.0002	87.0	9222	0.3445	0.8101	0.9275	0.8649	69	0.7206	0.8448	0.7778	58	0.8938	0.9408	0.9167	152	0.7879	0.8667	0.8254	30	0.8387	0.8966	0.8667	29	0.8302	0.9112	0.8688	0.9654
0.0002	88.0	9328	0.3450	0.8101	0.9275	0.8649	69	0.7206	0.8448	0.7778	58	0.8931	0.9342	0.9132	152	0.7879	0.8667	0.8254	30	0.8387	0.8966	0.8667	29	0.8297	0.9083	0.8672	0.9652
0.0002	89.0	9434	0.3450	0.8101	0.9275	0.8649	69	0.7206	0.8448	0.7778	58	0.8994	0.9408	0.9196	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8347	0.9112	0.8713	0.9659
0.0002	90.0	9540	0.3440	0.8101	0.9275	0.8649	69	0.7206	0.8448	0.7778	58	0.8994	0.9408	0.9196	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8347	0.9112	0.8713	0.9662
0.0002	91.0	9646	0.3440	0.8101	0.9275	0.8649	69	0.7206	0.8448	0.7778	58	0.8994	0.9408	0.9196	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8347	0.9112	0.8713	0.9662
0.0002	92.0	9752	0.3447	0.8101	0.9275	0.8649	69	0.7206	0.8448	0.7778	58	0.8994	0.9408	0.9196	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8347	0.9112	0.8713	0.9662
0.0004	93.0	9858	0.3485	0.8101	0.9275	0.8649	69	0.7	0.8448	0.7656	58	0.8994	0.9408	0.9196	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8302	0.9112	0.8688	0.9657
0.0002	94.0	9964	0.3474	0.8205	0.9275	0.8707	69	0.7424	0.8448	0.7903	58	0.9051	0.9408	0.9226	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8438	0.9112	0.8762	0.9672
0.0002	95.0	10070	0.3477	0.8205	0.9275	0.8707	69	0.7424	0.8448	0.7903	58	0.9051	0.9408	0.9226	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8438	0.9112	0.8762	0.9670
0.0002	96.0	10176	0.3475	0.8205	0.9275	0.8707	69	0.7424	0.8448	0.7903	58	0.8994	0.9408	0.9196	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8415	0.9112	0.875	0.9670
0.0002	97.0	10282	0.3478	0.8205	0.9275	0.8707	69	0.7424	0.8448	0.7903	58	0.8994	0.9408	0.9196	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8415	0.9112	0.875	0.9670
0.0001	98.0	10388	0.3481	0.8205	0.9275	0.8707	69	0.7424	0.8448	0.7903	58	0.8994	0.9408	0.9196	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8415	0.9112	0.875	0.9670
0.0003	99.0	10494	0.3480	0.8205	0.9275	0.8707	69	0.7424	0.8448	0.7903	58	0.8994	0.9408	0.9196	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8415	0.9112	0.875	0.9670
0.0002	100.0	10600	0.3478	0.8205	0.9275	0.8707	69	0.7424	0.8448	0.7903	58	0.9051	0.9408	0.9226	152	0.7879	0.8667	0.8254	30	0.8667	0.8966	0.8814	29	0.8438	0.9112	0.8762	0.9670

Framework versions

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