ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k20_task2_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.7224
• Qwk: 0.4511
• Mse: 0.7224
• Rmse: 0.8500

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: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.02	2	4.1774	-0.0239	4.1774	2.0439
No log	0.04	4	2.3697	0.0014	2.3697	1.5394
No log	0.06	6	1.9013	-0.0826	1.9013	1.3789
No log	0.08	8	1.6071	-0.1241	1.6071	1.2677
No log	0.1	10	2.1621	-0.0797	2.1621	1.4704
No log	0.12	12	2.2167	-0.0523	2.2167	1.4889
No log	0.14	14	1.4691	-0.0595	1.4691	1.2121
No log	0.16	16	0.9369	0.0621	0.9369	0.9679
No log	0.18	18	0.8543	0.1724	0.8543	0.9243
No log	0.2	20	0.8185	0.1994	0.8185	0.9047
No log	0.22	22	1.2828	0.0769	1.2828	1.1326
No log	0.24	24	2.0166	0.0790	2.0166	1.4201
No log	0.26	26	1.7135	0.1184	1.7135	1.3090
No log	0.28	28	1.5209	0.1385	1.5209	1.2333
No log	0.3	30	1.0493	0.0773	1.0493	1.0243
No log	0.32	32	0.7261	0.2059	0.7261	0.8521
No log	0.34	34	0.6290	0.4373	0.6290	0.7931
No log	0.36	36	0.6225	0.3385	0.6225	0.7890
No log	0.38	38	0.6821	0.3360	0.6821	0.8259
No log	0.4	40	0.6990	0.3595	0.6990	0.8360
No log	0.42	42	0.6645	0.3467	0.6645	0.8151
No log	0.44	44	0.6260	0.3916	0.6260	0.7912
No log	0.46	46	0.6958	0.2953	0.6958	0.8342
No log	0.48	48	0.8926	0.2200	0.8926	0.9448
No log	0.5	50	0.9991	0.2323	0.9991	0.9995
No log	0.52	52	0.9139	0.2333	0.9139	0.9560
No log	0.54	54	0.7073	0.2664	0.7073	0.8410
No log	0.56	56	0.5903	0.4073	0.5903	0.7683
No log	0.58	58	0.5893	0.4105	0.5893	0.7677
No log	0.6	60	0.6498	0.3326	0.6498	0.8061
No log	0.62	62	0.8652	0.2063	0.8652	0.9302
No log	0.64	64	1.0377	0.2206	1.0377	1.0187
No log	0.66	66	0.9808	0.1823	0.9808	0.9904
No log	0.68	68	0.7492	0.2563	0.7492	0.8656
No log	0.7	70	0.6355	0.3813	0.6355	0.7972
No log	0.72	72	0.5858	0.3937	0.5858	0.7654
No log	0.74	74	0.6267	0.3415	0.6267	0.7916
No log	0.76	76	0.7581	0.3616	0.7581	0.8707
No log	0.78	78	1.0032	0.2703	1.0032	1.0016
No log	0.8	80	1.2759	0.2412	1.2759	1.1295
No log	0.82	82	1.7866	0.1481	1.7866	1.3366
No log	0.84	84	1.7116	0.1544	1.7116	1.3083
No log	0.86	86	1.2693	0.2586	1.2693	1.1266
No log	0.88	88	0.7923	0.3306	0.7923	0.8901
No log	0.9	90	0.6286	0.4668	0.6286	0.7928
No log	0.92	92	0.6371	0.4137	0.6371	0.7982
No log	0.94	94	0.6089	0.4189	0.6089	0.7804
No log	0.96	96	0.6515	0.3967	0.6515	0.8072
No log	0.98	98	0.9747	0.2719	0.9747	0.9873
No log	1.0	100	1.3346	0.2308	1.3346	1.1552
No log	1.02	102	1.4046	0.1716	1.4046	1.1852
No log	1.04	104	1.2214	0.2319	1.2214	1.1052
No log	1.06	106	0.9751	0.2452	0.9751	0.9875
No log	1.08	108	0.7767	0.2801	0.7767	0.8813
No log	1.1	110	0.7508	0.3997	0.7508	0.8665
No log	1.12	112	0.9008	0.2783	0.9008	0.9491
No log	1.1400	114	1.0782	0.2418	1.0782	1.0383
No log	1.16	116	1.0249	0.2188	1.0249	1.0124
No log	1.18	118	0.9824	0.2190	0.9824	0.9912
No log	1.2	120	0.8227	0.3181	0.8227	0.9070
No log	1.22	122	0.7805	0.3161	0.7805	0.8835
No log	1.24	124	0.8435	0.3445	0.8435	0.9184
No log	1.26	126	0.9671	0.2702	0.9671	0.9834
No log	1.28	128	0.9658	0.3561	0.9658	0.9827
No log	1.3	130	1.0157	0.3360	1.0157	1.0078
No log	1.32	132	1.0153	0.3360	1.0153	1.0076
No log	1.34	134	1.1047	0.3014	1.1047	1.0511
No log	1.3600	136	1.3466	0.2007	1.3466	1.1604
No log	1.38	138	1.1984	0.2895	1.1984	1.0947
No log	1.4	140	0.9114	0.3412	0.9114	0.9547
No log	1.42	142	0.8482	0.3550	0.8482	0.9210
No log	1.44	144	0.8466	0.3882	0.8466	0.9201
No log	1.46	146	0.8349	0.3955	0.8349	0.9137
No log	1.48	148	0.9035	0.3467	0.9035	0.9505
No log	1.5	150	0.9848	0.3211	0.9848	0.9923
No log	1.52	152	0.8494	0.2931	0.8494	0.9216
No log	1.54	154	0.7840	0.4155	0.7840	0.8854
No log	1.56	156	0.7754	0.4426	0.7754	0.8805
No log	1.58	158	0.8122	0.4377	0.8122	0.9012
No log	1.6	160	0.8363	0.4148	0.8363	0.9145
No log	1.62	162	0.9353	0.3596	0.9353	0.9671
No log	1.6400	164	1.5467	0.1863	1.5467	1.2437
No log	1.6600	166	2.0059	0.1381	2.0059	1.4163
No log	1.6800	168	1.7841	0.1369	1.7841	1.3357
No log	1.7	170	1.2206	0.2886	1.2206	1.1048
No log	1.72	172	0.9540	0.3020	0.9540	0.9767
No log	1.74	174	0.8087	0.3710	0.8087	0.8993
No log	1.76	176	0.7975	0.3418	0.7975	0.8931
No log	1.78	178	0.8880	0.2847	0.8880	0.9423
No log	1.8	180	0.8771	0.2837	0.8771	0.9366
No log	1.8200	182	0.7978	0.3133	0.7978	0.8932
No log	1.8400	184	0.7738	0.3386	0.7738	0.8797
No log	1.8600	186	0.7769	0.3472	0.7769	0.8814
No log	1.88	188	0.8156	0.3723	0.8156	0.9031
No log	1.9	190	0.8289	0.3747	0.8289	0.9104
No log	1.92	192	0.8092	0.3859	0.8092	0.8995
No log	1.94	194	0.8412	0.3693	0.8412	0.9172
No log	1.96	196	0.8789	0.3611	0.8789	0.9375
No log	1.98	198	0.9160	0.3649	0.9160	0.9571
No log	2.0	200	0.9054	0.3497	0.9054	0.9515
No log	2.02	202	0.9035	0.3498	0.9035	0.9505
No log	2.04	204	0.9007	0.3184	0.9007	0.9491
No log	2.06	206	0.9588	0.2991	0.9588	0.9792
No log	2.08	208	0.9503	0.2700	0.9503	0.9748
No log	2.1	210	0.8901	0.3181	0.8901	0.9434
No log	2.12	212	0.8108	0.3116	0.8108	0.9005
No log	2.14	214	0.8443	0.3795	0.8443	0.9188
No log	2.16	216	0.8219	0.3850	0.8219	0.9066
No log	2.18	218	0.8151	0.3863	0.8151	0.9028
No log	2.2	220	0.8310	0.3547	0.8310	0.9116
No log	2.22	222	0.8431	0.3517	0.8431	0.9182
No log	2.24	224	0.8322	0.3647	0.8322	0.9122
No log	2.26	226	0.7761	0.3558	0.7761	0.8810
No log	2.2800	228	0.7210	0.3337	0.7210	0.8491
No log	2.3	230	0.7132	0.3571	0.7132	0.8445
No log	2.32	232	0.7095	0.3863	0.7095	0.8423
No log	2.34	234	0.7124	0.3337	0.7124	0.8440
No log	2.36	236	0.8024	0.3835	0.8024	0.8957
No log	2.38	238	0.9872	0.3457	0.9872	0.9936
No log	2.4	240	0.9507	0.3268	0.9507	0.9750
No log	2.42	242	0.8062	0.3922	0.8062	0.8979
No log	2.44	244	0.7781	0.3940	0.7781	0.8821
No log	2.46	246	0.7654	0.4257	0.7654	0.8749
No log	2.48	248	0.7699	0.4281	0.7699	0.8775
No log	2.5	250	0.8544	0.3905	0.8544	0.9243
No log	2.52	252	0.8893	0.4016	0.8893	0.9430
No log	2.54	254	0.7856	0.3744	0.7856	0.8863
No log	2.56	256	0.7228	0.4779	0.7228	0.8502
No log	2.58	258	0.7494	0.4128	0.7494	0.8657
No log	2.6	260	0.7820	0.4418	0.7820	0.8843
No log	2.62	262	0.7292	0.4351	0.7292	0.8539
No log	2.64	264	0.6931	0.4303	0.6931	0.8326
No log	2.66	266	0.7972	0.4031	0.7972	0.8928
No log	2.68	268	0.8864	0.3959	0.8864	0.9415
No log	2.7	270	0.8116	0.3984	0.8116	0.9009
No log	2.7200	272	0.6913	0.3956	0.6913	0.8315
No log	2.74	274	0.6812	0.4549	0.6812	0.8253
No log	2.76	276	0.7029	0.4454	0.7029	0.8384
No log	2.7800	278	0.6892	0.4517	0.6892	0.8302
No log	2.8	280	0.6865	0.4022	0.6865	0.8286
No log	2.82	282	0.8213	0.4311	0.8213	0.9063
No log	2.84	284	1.0899	0.3028	1.0899	1.0440
No log	2.86	286	1.1635	0.3023	1.1635	1.0786
No log	2.88	288	1.0265	0.3032	1.0265	1.0132
No log	2.9	290	0.8006	0.4137	0.8006	0.8948
No log	2.92	292	0.6872	0.4288	0.6872	0.8290
No log	2.94	294	0.6393	0.3888	0.6393	0.7996
No log	2.96	296	0.6362	0.3961	0.6362	0.7976
No log	2.98	298	0.6471	0.4015	0.6471	0.8045
No log	3.0	300	0.6700	0.4167	0.6700	0.8185
No log	3.02	302	0.7709	0.3520	0.7709	0.8780
No log	3.04	304	0.8557	0.3912	0.8557	0.9250
No log	3.06	306	0.8588	0.3189	0.8588	0.9267
No log	3.08	308	0.8069	0.3862	0.8069	0.8983
No log	3.1	310	0.8105	0.4240	0.8105	0.9003
No log	3.12	312	0.8083	0.4375	0.8083	0.8991
No log	3.14	314	0.8329	0.3571	0.8329	0.9127
No log	3.16	316	0.8463	0.3278	0.8463	0.9200
No log	3.18	318	0.7945	0.3326	0.7945	0.8914
No log	3.2	320	0.7024	0.4550	0.7024	0.8381
No log	3.22	322	0.6463	0.4439	0.6463	0.8039
No log	3.24	324	0.6382	0.4579	0.6382	0.7989
No log	3.26	326	0.6640	0.4539	0.6640	0.8148
No log	3.2800	328	0.7211	0.4676	0.7211	0.8492
No log	3.3	330	0.7766	0.4471	0.7766	0.8813
No log	3.32	332	0.8284	0.4301	0.8284	0.9102
No log	3.34	334	0.9446	0.3425	0.9446	0.9719
No log	3.36	336	0.9645	0.3575	0.9645	0.9821
No log	3.38	338	0.8789	0.3897	0.8789	0.9375
No log	3.4	340	0.8271	0.4315	0.8271	0.9094
No log	3.42	342	0.8192	0.4390	0.8192	0.9051
No log	3.44	344	0.7775	0.4355	0.7775	0.8818
No log	3.46	346	0.7571	0.4540	0.7571	0.8701
No log	3.48	348	0.7863	0.3909	0.7863	0.8867
No log	3.5	350	0.7820	0.4033	0.7820	0.8843
No log	3.52	352	0.7951	0.3756	0.7951	0.8917
No log	3.54	354	0.7800	0.4081	0.7800	0.8832
No log	3.56	356	0.7897	0.4183	0.7897	0.8886
No log	3.58	358	0.8161	0.4431	0.8161	0.9034
No log	3.6	360	0.8449	0.3784	0.8449	0.9192
No log	3.62	362	0.8704	0.4103	0.8704	0.9330
No log	3.64	364	0.8646	0.4158	0.8646	0.9298
No log	3.66	366	0.8379	0.4434	0.8379	0.9154
No log	3.68	368	0.8157	0.4187	0.8157	0.9032
No log	3.7	370	0.8091	0.4148	0.8091	0.8995
No log	3.7200	372	0.8003	0.4205	0.8003	0.8946
No log	3.74	374	0.7867	0.4184	0.7867	0.8869
No log	3.76	376	0.7987	0.4281	0.7987	0.8937
No log	3.7800	378	0.8151	0.4299	0.8151	0.9028
No log	3.8	380	0.8318	0.4103	0.8318	0.9120
No log	3.82	382	0.8348	0.4304	0.8348	0.9136
No log	3.84	384	0.8690	0.3897	0.8690	0.9322
No log	3.86	386	0.8694	0.3897	0.8694	0.9324
No log	3.88	388	0.8070	0.3994	0.8070	0.8983
No log	3.9	390	0.7737	0.3798	0.7737	0.8796
No log	3.92	392	0.7748	0.4254	0.7748	0.8802
No log	3.94	394	0.7512	0.3902	0.7512	0.8667
No log	3.96	396	0.7455	0.3590	0.7455	0.8634
No log	3.98	398	0.8005	0.4184	0.8005	0.8947
No log	4.0	400	0.8369	0.4167	0.8369	0.9148
No log	4.02	402	0.8157	0.4101	0.8157	0.9032
No log	4.04	404	0.7936	0.3816	0.7936	0.8908
No log	4.06	406	0.7716	0.3885	0.7716	0.8784
No log	4.08	408	0.7780	0.3858	0.7780	0.8820
No log	4.1	410	0.8088	0.4822	0.8088	0.8994
No log	4.12	412	0.7852	0.4739	0.7852	0.8861
No log	4.14	414	0.7560	0.4373	0.7560	0.8695
No log	4.16	416	0.7304	0.4108	0.7304	0.8547
No log	4.18	418	0.7388	0.4108	0.7388	0.8595
No log	4.2	420	0.7602	0.4049	0.7602	0.8719
No log	4.22	422	0.7989	0.3959	0.7989	0.8938
No log	4.24	424	0.8480	0.4088	0.8480	0.9209
No log	4.26	426	0.8774	0.4153	0.8774	0.9367
No log	4.28	428	0.8797	0.4094	0.8797	0.9379
No log	4.3	430	0.8637	0.4334	0.8637	0.9294
No log	4.32	432	0.8353	0.4334	0.8353	0.9140
No log	4.34	434	0.8161	0.3961	0.8161	0.9034
No log	4.36	436	0.8187	0.3988	0.8187	0.9048
No log	4.38	438	0.7868	0.3919	0.7868	0.8870
No log	4.4	440	0.7331	0.4441	0.7331	0.8562
No log	4.42	442	0.6996	0.4280	0.6996	0.8364
No log	4.44	444	0.6844	0.4258	0.6844	0.8273
No log	4.46	446	0.6960	0.4275	0.6960	0.8343
No log	4.48	448	0.7360	0.4332	0.7360	0.8579
No log	4.5	450	0.7893	0.4463	0.7893	0.8884
No log	4.52	452	0.8005	0.4574	0.8005	0.8947
No log	4.54	454	0.8052	0.4369	0.8052	0.8973
No log	4.5600	456	0.8334	0.375	0.8334	0.9129
No log	4.58	458	0.8289	0.3823	0.8289	0.9105
No log	4.6	460	0.7938	0.4094	0.7938	0.8910
No log	4.62	462	0.7774	0.4684	0.7774	0.8817
No log	4.64	464	0.7956	0.4696	0.7956	0.8919
No log	4.66	466	0.8047	0.4536	0.8047	0.8971
No log	4.68	468	0.8052	0.4699	0.8052	0.8973
No log	4.7	470	0.7908	0.4524	0.7908	0.8893
No log	4.72	472	0.7759	0.4539	0.7759	0.8809
No log	4.74	474	0.7764	0.4283	0.7764	0.8811
No log	4.76	476	0.7927	0.4517	0.7927	0.8903
No log	4.78	478	0.7926	0.4153	0.7926	0.8903
No log	4.8	480	0.7790	0.4689	0.7790	0.8826
No log	4.82	482	0.7712	0.4691	0.7712	0.8782
No log	4.84	484	0.7721	0.4686	0.7721	0.8787
No log	4.86	486	0.7597	0.4662	0.7597	0.8716
No log	4.88	488	0.7542	0.4411	0.7542	0.8685
No log	4.9	490	0.7592	0.4505	0.7592	0.8713
No log	4.92	492	0.7537	0.4631	0.7537	0.8682
No log	4.9400	494	0.7616	0.4591	0.7616	0.8727
No log	4.96	496	0.7661	0.4033	0.7661	0.8753
No log	4.98	498	0.7562	0.4033	0.7562	0.8696
0.4702	5.0	500	0.7325	0.3839	0.7325	0.8559
0.4702	5.02	502	0.7321	0.3971	0.7321	0.8556
0.4702	5.04	504	0.7136	0.3918	0.7136	0.8447
0.4702	5.06	506	0.7125	0.4454	0.7125	0.8441
0.4702	5.08	508	0.7133	0.4317	0.7133	0.8446
0.4702	5.1	510	0.7060	0.4217	0.7060	0.8403
0.4702	5.12	512	0.7178	0.3636	0.7178	0.8472
0.4702	5.14	514	0.7329	0.4499	0.7329	0.8561
0.4702	5.16	516	0.7227	0.3857	0.7227	0.8501
0.4702	5.18	518	0.7096	0.4301	0.7096	0.8424
0.4702	5.2	520	0.7017	0.4174	0.7017	0.8377
0.4702	5.22	522	0.6899	0.4196	0.6899	0.8306
0.4702	5.24	524	0.6866	0.4197	0.6866	0.8286
0.4702	5.26	526	0.7128	0.4136	0.7128	0.8443
0.4702	5.28	528	0.7224	0.4159	0.7224	0.8499
0.4702	5.3	530	0.7074	0.4137	0.7074	0.8411
0.4702	5.32	532	0.7095	0.4137	0.7095	0.8423
0.4702	5.34	534	0.6982	0.4305	0.6982	0.8356
0.4702	5.36	536	0.6992	0.4489	0.6992	0.8362
0.4702	5.38	538	0.7022	0.4202	0.7022	0.8380
0.4702	5.4	540	0.7088	0.4589	0.7088	0.8419
0.4702	5.42	542	0.7215	0.4469	0.7215	0.8494
0.4702	5.44	544	0.7369	0.4047	0.7369	0.8584
0.4702	5.46	546	0.7480	0.4339	0.7480	0.8648
0.4702	5.48	548	0.7537	0.4281	0.7537	0.8682
0.4702	5.5	550	0.7504	0.4530	0.7504	0.8663
0.4702	5.52	552	0.7466	0.4415	0.7466	0.8641
0.4702	5.54	554	0.7398	0.4434	0.7398	0.8601
0.4702	5.5600	556	0.7462	0.4012	0.7462	0.8638
0.4702	5.58	558	0.7615	0.4131	0.7615	0.8726
0.4702	5.6	560	0.7614	0.4287	0.7614	0.8726
0.4702	5.62	562	0.7532	0.4384	0.7532	0.8679
0.4702	5.64	564	0.7444	0.3696	0.7444	0.8628
0.4702	5.66	566	0.7518	0.4061	0.7518	0.8671
0.4702	5.68	568	0.7490	0.4190	0.7490	0.8654
0.4702	5.7	570	0.7362	0.3999	0.7362	0.8580
0.4702	5.72	572	0.7388	0.4134	0.7388	0.8595
0.4702	5.74	574	0.7473	0.4033	0.7473	0.8645
0.4702	5.76	576	0.7861	0.4579	0.7861	0.8866
0.4702	5.78	578	0.8221	0.4274	0.8221	0.9067
0.4702	5.8	580	0.8038	0.4354	0.8038	0.8965
0.4702	5.82	582	0.7455	0.4631	0.7455	0.8634
0.4702	5.84	584	0.7019	0.4177	0.7019	0.8378
0.4702	5.86	586	0.7107	0.4471	0.7107	0.8430
0.4702	5.88	588	0.7235	0.4736	0.7235	0.8506
0.4702	5.9	590	0.7258	0.4352	0.7258	0.8520
0.4702	5.92	592	0.7380	0.3944	0.7380	0.8591
0.4702	5.9400	594	0.7580	0.4090	0.7580	0.8706
0.4702	5.96	596	0.7592	0.4363	0.7592	0.8713
0.4702	5.98	598	0.7523	0.4081	0.7523	0.8674
0.4702	6.0	600	0.7479	0.4081	0.7479	0.8648
0.4702	6.02	602	0.7441	0.4613	0.7441	0.8626
0.4702	6.04	604	0.7271	0.4057	0.7271	0.8527
0.4702	6.06	606	0.7267	0.4057	0.7267	0.8525
0.4702	6.08	608	0.7412	0.4567	0.7412	0.8610
0.4702	6.1	610	0.7676	0.4172	0.7676	0.8761
0.4702	6.12	612	0.7815	0.4173	0.7815	0.8840
0.4702	6.14	614	0.7794	0.4209	0.7794	0.8828
0.4702	6.16	616	0.7915	0.4077	0.7915	0.8897
0.4702	6.18	618	0.7787	0.4171	0.7787	0.8825
0.4702	6.2	620	0.7692	0.4303	0.7692	0.8770
0.4702	6.22	622	0.7599	0.4438	0.7599	0.8717
0.4702	6.24	624	0.7409	0.4055	0.7409	0.8608
0.4702	6.26	626	0.7258	0.4223	0.7258	0.8520
0.4702	6.28	628	0.7173	0.4336	0.7173	0.8469
0.4702	6.3	630	0.7182	0.4339	0.7182	0.8475
0.4702	6.32	632	0.7307	0.4205	0.7307	0.8548
0.4702	6.34	634	0.7404	0.4226	0.7404	0.8605
0.4702	6.36	636	0.7437	0.4377	0.7437	0.8624
0.4702	6.38	638	0.7447	0.4357	0.7447	0.8630
0.4702	6.4	640	0.7421	0.4316	0.7421	0.8614
0.4702	6.42	642	0.7408	0.5040	0.7408	0.8607
0.4702	6.44	644	0.7469	0.5014	0.7469	0.8642
0.4702	6.46	646	0.7411	0.4871	0.7411	0.8609
0.4702	6.48	648	0.7330	0.5040	0.7330	0.8561
0.4702	6.5	650	0.7338	0.4511	0.7338	0.8566
0.4702	6.52	652	0.7603	0.4557	0.7603	0.8720
0.4702	6.54	654	0.7771	0.4451	0.7771	0.8815
0.4702	6.5600	656	0.7737	0.4564	0.7737	0.8796
0.4702	6.58	658	0.7621	0.4770	0.7621	0.8730
0.4702	6.6	660	0.7642	0.4549	0.7642	0.8742
0.4702	6.62	662	0.7653	0.4189	0.7653	0.8748
0.4702	6.64	664	0.7695	0.4055	0.7695	0.8772
0.4702	6.66	666	0.7610	0.4187	0.7610	0.8724
0.4702	6.68	668	0.7503	0.4187	0.7503	0.8662
0.4702	6.7	670	0.7420	0.4264	0.7420	0.8614
0.4702	6.72	672	0.7278	0.4087	0.7278	0.8531
0.4702	6.74	674	0.7199	0.4202	0.7199	0.8485
0.4702	6.76	676	0.7294	0.4203	0.7294	0.8540
0.4702	6.78	678	0.7412	0.4204	0.7412	0.8610
0.4702	6.8	680	0.7428	0.4204	0.7428	0.8618
0.4702	6.82	682	0.7472	0.4070	0.7472	0.8644
0.4702	6.84	684	0.7447	0.4070	0.7447	0.8630
0.4702	6.86	686	0.7387	0.4070	0.7387	0.8595
0.4702	6.88	688	0.7394	0.4419	0.7394	0.8599
0.4702	6.9	690	0.7350	0.4048	0.7350	0.8573
0.4702	6.92	692	0.7258	0.4544	0.7258	0.8519
0.4702	6.9400	694	0.7139	0.4655	0.7139	0.8449
0.4702	6.96	696	0.6942	0.4385	0.6942	0.8332
0.4702	6.98	698	0.6828	0.4381	0.6828	0.8263
0.4702	7.0	700	0.6882	0.4534	0.6882	0.8296
0.4702	7.02	702	0.6997	0.4590	0.6997	0.8365
0.4702	7.04	704	0.6947	0.4590	0.6947	0.8335
0.4702	7.06	706	0.6817	0.4297	0.6817	0.8257
0.4702	7.08	708	0.6772	0.4387	0.6772	0.8229
0.4702	7.1	710	0.6822	0.4806	0.6822	0.8259
0.4702	7.12	712	0.6913	0.4861	0.6913	0.8315
0.4702	7.14	714	0.7012	0.4881	0.7012	0.8373
0.4702	7.16	716	0.6980	0.4865	0.6980	0.8355
0.4702	7.18	718	0.6787	0.4345	0.6787	0.8239
0.4702	7.2	720	0.6633	0.4538	0.6633	0.8144
0.4702	7.22	722	0.6579	0.4632	0.6579	0.8111
0.4702	7.24	724	0.6636	0.4665	0.6636	0.8146
0.4702	7.26	726	0.6671	0.4574	0.6671	0.8168
0.4702	7.28	728	0.6690	0.4574	0.6690	0.8179
0.4702	7.3	730	0.6631	0.4541	0.6631	0.8143
0.4702	7.32	732	0.6661	0.4974	0.6661	0.8162
0.4702	7.34	734	0.6816	0.4747	0.6816	0.8256
0.4702	7.36	736	0.7026	0.4684	0.7026	0.8382
0.4702	7.38	738	0.7195	0.4638	0.7195	0.8482
0.4702	7.4	740	0.7203	0.4698	0.7203	0.8487
0.4702	7.42	742	0.7157	0.4664	0.7157	0.8460
0.4702	7.44	744	0.7106	0.4453	0.7106	0.8430
0.4702	7.46	746	0.7112	0.4511	0.7112	0.8433
0.4702	7.48	748	0.7157	0.4489	0.7157	0.8460
0.4702	7.5	750	0.7174	0.4334	0.7174	0.8470
0.4702	7.52	752	0.7135	0.4334	0.7135	0.8447
0.4702	7.54	754	0.7111	0.4429	0.7111	0.8432
0.4702	7.5600	756	0.7127	0.4694	0.7127	0.8442
0.4702	7.58	758	0.7103	0.4576	0.7103	0.8428
0.4702	7.6	760	0.7033	0.4827	0.7033	0.8386
0.4702	7.62	762	0.7013	0.4661	0.7013	0.8374
0.4702	7.64	764	0.7028	0.4457	0.7028	0.8383
0.4702	7.66	766	0.7104	0.4766	0.7104	0.8428
0.4702	7.68	768	0.7157	0.4813	0.7157	0.8460
0.4702	7.7	770	0.7096	0.4683	0.7096	0.8424
0.4702	7.72	772	0.7091	0.4683	0.7091	0.8421
0.4702	7.74	774	0.7088	0.4514	0.7088	0.8419
0.4702	7.76	776	0.7052	0.4602	0.7052	0.8398
0.4702	7.78	778	0.7124	0.4341	0.7124	0.8440
0.4702	7.8	780	0.7198	0.4360	0.7198	0.8484
0.4702	7.82	782	0.7207	0.4580	0.7207	0.8489
0.4702	7.84	784	0.7182	0.4514	0.7182	0.8475
0.4702	7.86	786	0.7158	0.4360	0.7158	0.8461
0.4702	7.88	788	0.7118	0.4299	0.7118	0.8437
0.4702	7.9	790	0.7074	0.4299	0.7074	0.8411
0.4702	7.92	792	0.7040	0.4278	0.7040	0.8390
0.4702	7.9400	794	0.6980	0.4257	0.6980	0.8354
0.4702	7.96	796	0.6937	0.4257	0.6937	0.8329
0.4702	7.98	798	0.6917	0.4257	0.6917	0.8317
0.4702	8.0	800	0.6913	0.4520	0.6913	0.8314
0.4702	8.02	802	0.6937	0.4382	0.6937	0.8329
0.4702	8.04	804	0.7013	0.4321	0.7013	0.8374
0.4702	8.06	806	0.7162	0.4439	0.7162	0.8463
0.4702	8.08	808	0.7301	0.4439	0.7301	0.8545
0.4702	8.1	810	0.7471	0.4505	0.7471	0.8643
0.4702	8.12	812	0.7614	0.4505	0.7614	0.8726
0.4702	8.14	814	0.7744	0.4427	0.7744	0.8800
0.4702	8.16	816	0.7826	0.4481	0.7826	0.8846
0.4702	8.18	818	0.7880	0.4496	0.7880	0.8877
0.4702	8.2	820	0.7916	0.4496	0.7916	0.8897
0.4702	8.22	822	0.7916	0.4722	0.7916	0.8897
0.4702	8.24	824	0.7825	0.4444	0.7825	0.8846
0.4702	8.26	826	0.7711	0.4390	0.7711	0.8781
0.4702	8.28	828	0.7599	0.4390	0.7599	0.8717
0.4702	8.3	830	0.7477	0.4224	0.7477	0.8647
0.4702	8.32	832	0.7392	0.4338	0.7392	0.8598
0.4702	8.34	834	0.7352	0.4478	0.7352	0.8574
0.4702	8.36	836	0.7347	0.4127	0.7347	0.8572
0.4702	8.38	838	0.7357	0.4183	0.7357	0.8577
0.4702	8.4	840	0.7327	0.4183	0.7327	0.8560
0.4702	8.42	842	0.7316	0.4397	0.7316	0.8553
0.4702	8.44	844	0.7287	0.4200	0.7287	0.8536
0.4702	8.46	846	0.7216	0.4200	0.7216	0.8494
0.4702	8.48	848	0.7159	0.4343	0.7159	0.8461
0.4702	8.5	850	0.7159	0.4343	0.7159	0.8461
0.4702	8.52	852	0.7142	0.4343	0.7142	0.8451
0.4702	8.54	854	0.7110	0.4200	0.7110	0.8432
0.4702	8.56	856	0.7143	0.4361	0.7143	0.8452
0.4702	8.58	858	0.7173	0.4341	0.7173	0.8470
0.4702	8.6	860	0.7194	0.4298	0.7194	0.8482
0.4702	8.62	862	0.7234	0.4298	0.7234	0.8505
0.4702	8.64	864	0.7294	0.4431	0.7294	0.8540
0.4702	8.66	866	0.7347	0.4505	0.7347	0.8571
0.4702	8.68	868	0.7396	0.4546	0.7396	0.8600
0.4702	8.7	870	0.7452	0.4536	0.7452	0.8632
0.4702	8.72	872	0.7455	0.4674	0.7455	0.8634
0.4702	8.74	874	0.7432	0.4703	0.7432	0.8621
0.4702	8.76	876	0.7386	0.4755	0.7386	0.8594
0.4702	8.78	878	0.7314	0.4870	0.7314	0.8552
0.4702	8.8	880	0.7248	0.4918	0.7248	0.8514
0.4702	8.82	882	0.7196	0.4918	0.7196	0.8483
0.4702	8.84	884	0.7195	0.4918	0.7195	0.8482
0.4702	8.86	886	0.7206	0.5003	0.7206	0.8489
0.4702	8.88	888	0.7234	0.4755	0.7234	0.8505
0.4702	8.9	890	0.7301	0.4703	0.7301	0.8545
0.4702	8.92	892	0.7348	0.4703	0.7348	0.8572
0.4702	8.94	894	0.7393	0.4703	0.7393	0.8598
0.4702	8.96	896	0.7402	0.4703	0.7402	0.8604
0.4702	8.98	898	0.7389	0.4830	0.7389	0.8596
0.4702	9.0	900	0.7369	0.4755	0.7369	0.8585
0.4702	9.02	902	0.7357	0.4856	0.7357	0.8578
0.4702	9.04	904	0.7360	0.4912	0.7360	0.8579
0.4702	9.06	906	0.7363	0.4776	0.7363	0.8581
0.4702	9.08	908	0.7367	0.4633	0.7367	0.8583
0.4702	9.1	910	0.7372	0.4633	0.7372	0.8586
0.4702	9.12	912	0.7369	0.4776	0.7369	0.8585
0.4702	9.14	914	0.7374	0.4806	0.7374	0.8587
0.4702	9.16	916	0.7391	0.4830	0.7391	0.8597
0.4702	9.18	918	0.7384	0.4703	0.7384	0.8593
0.4702	9.2	920	0.7365	0.4703	0.7365	0.8582
0.4702	9.22	922	0.7359	0.4703	0.7359	0.8579
0.4702	9.24	924	0.7369	0.4727	0.7369	0.8584
0.4702	9.26	926	0.7366	0.4855	0.7366	0.8582
0.4702	9.28	928	0.7358	0.4703	0.7358	0.8578
0.4702	9.3	930	0.7367	0.4830	0.7367	0.8583
0.4702	9.32	932	0.7389	0.4674	0.7389	0.8596
0.4702	9.34	934	0.7397	0.4669	0.7397	0.8601
0.4702	9.36	936	0.7422	0.4524	0.7422	0.8615
0.4702	9.38	938	0.7439	0.4633	0.7439	0.8625
0.4702	9.4	940	0.7468	0.4633	0.7468	0.8642
0.4702	9.42	942	0.7489	0.4633	0.7489	0.8654
0.4702	9.44	944	0.7487	0.4555	0.7487	0.8653
0.4702	9.46	946	0.7490	0.4539	0.7490	0.8654
0.4702	9.48	948	0.7480	0.4539	0.7480	0.8649
0.4702	9.5	950	0.7447	0.4543	0.7447	0.8630
0.4702	9.52	952	0.7421	0.4543	0.7421	0.8615
0.4702	9.54	954	0.7411	0.4543	0.7411	0.8609
0.4702	9.56	956	0.7394	0.4543	0.7394	0.8599
0.4702	9.58	958	0.7381	0.4543	0.7381	0.8591
0.4702	9.6	960	0.7367	0.4543	0.7367	0.8583
0.4702	9.62	962	0.7347	0.4543	0.7347	0.8572
0.4702	9.64	964	0.7326	0.4543	0.7326	0.8559
0.4702	9.66	966	0.7303	0.4681	0.7303	0.8546
0.4702	9.68	968	0.7284	0.4681	0.7284	0.8535
0.4702	9.7	970	0.7272	0.4681	0.7272	0.8528
0.4702	9.72	972	0.7266	0.4681	0.7266	0.8524
0.4702	9.74	974	0.7264	0.4681	0.7264	0.8523
0.4702	9.76	976	0.7260	0.4681	0.7260	0.8520
0.4702	9.78	978	0.7251	0.4627	0.7251	0.8515
0.4702	9.8	980	0.7244	0.4705	0.7244	0.8511
0.4702	9.82	982	0.7240	0.4705	0.7240	0.8509
0.4702	9.84	984	0.7239	0.4705	0.7239	0.8508
0.4702	9.86	986	0.7242	0.4705	0.7242	0.8510
0.4702	9.88	988	0.7242	0.4511	0.7242	0.8510
0.4702	9.9	990	0.7238	0.4511	0.7238	0.8508
0.4702	9.92	992	0.7236	0.4511	0.7236	0.8506
0.4702	9.94	994	0.7232	0.4511	0.7232	0.8504
0.4702	9.96	996	0.7228	0.4511	0.7228	0.8502
0.4702	9.98	998	0.7225	0.4511	0.7225	0.8500
0.0787	10.0	1000	0.7224	0.4511	0.7224	0.8500

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1