ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k17_task5_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: 1.1351
• Qwk: 0.1625
• Mse: 1.1351
• Rmse: 1.0654

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0247	2	3.9568	-0.0254	3.9568	1.9892
No log	0.0494	4	2.2874	0.0271	2.2874	1.5124
No log	0.0741	6	1.3407	0.0226	1.3407	1.1579
No log	0.0988	8	1.0919	0.1810	1.0919	1.0449
No log	0.1235	10	1.1441	0.0950	1.1441	1.0696
No log	0.1481	12	1.1425	0.0762	1.1425	1.0689
No log	0.1728	14	1.0738	0.1137	1.0738	1.0363
No log	0.1975	16	1.0837	0.2391	1.0837	1.0410
No log	0.2222	18	1.1033	0.1953	1.1033	1.0504
No log	0.2469	20	1.3217	0.1085	1.3217	1.1496
No log	0.2716	22	1.3836	0.1486	1.3836	1.1763
No log	0.2963	24	1.2513	0.1498	1.2513	1.1186
No log	0.3210	26	1.1464	0.2367	1.1464	1.0707
No log	0.3457	28	1.1285	0.2049	1.1285	1.0623
No log	0.3704	30	1.2341	0.2380	1.2341	1.1109
No log	0.3951	32	1.6957	0.0473	1.6957	1.3022
No log	0.4198	34	1.6222	0.1483	1.6222	1.2737
No log	0.4444	36	1.3952	0.2041	1.3952	1.1812
No log	0.4691	38	1.1708	0.2199	1.1708	1.0820
No log	0.4938	40	1.1473	0.2199	1.1473	1.0711
No log	0.5185	42	1.2778	0.2398	1.2778	1.1304
No log	0.5432	44	1.5752	0.1924	1.5752	1.2551
No log	0.5679	46	1.7591	0.1379	1.7591	1.3263
No log	0.5926	48	1.9495	0.0871	1.9495	1.3962
No log	0.6173	50	1.6201	0.1400	1.6201	1.2728
No log	0.6420	52	1.2983	0.2935	1.2983	1.1394
No log	0.6667	54	1.2115	0.3015	1.2115	1.1007
No log	0.6914	56	1.0807	0.1794	1.0807	1.0395
No log	0.7160	58	1.0509	0.1408	1.0509	1.0252
No log	0.7407	60	1.0584	0.2265	1.0584	1.0288
No log	0.7654	62	1.1409	0.3102	1.1409	1.0681
No log	0.7901	64	1.3766	0.1702	1.3766	1.1733
No log	0.8148	66	1.6716	0.1251	1.6716	1.2929
No log	0.8395	68	1.4960	0.2188	1.4960	1.2231
No log	0.8642	70	1.1236	0.2999	1.1236	1.0600
No log	0.8889	72	0.9938	0.2857	0.9938	0.9969
No log	0.9136	74	1.0180	0.2963	1.0180	1.0089
No log	0.9383	76	1.2419	0.3187	1.2419	1.1144
No log	0.9630	78	2.0011	0.2056	2.0011	1.4146
No log	0.9877	80	2.3830	0.0986	2.3830	1.5437
No log	1.0123	82	2.0520	0.1379	2.0520	1.4325
No log	1.0370	84	1.5417	0.1685	1.5417	1.2417
No log	1.0617	86	1.2949	0.2065	1.2949	1.1379
No log	1.0864	88	1.1403	0.1641	1.1403	1.0678
No log	1.1111	90	1.0477	0.2564	1.0477	1.0236
No log	1.1358	92	1.0007	0.1671	1.0007	1.0004
No log	1.1605	94	1.0031	0.1794	1.0031	1.0015
No log	1.1852	96	1.0133	0.2094	1.0133	1.0066
No log	1.2099	98	1.0058	0.1616	1.0058	1.0029
No log	1.2346	100	1.0133	0.2120	1.0133	1.0066
No log	1.2593	102	1.0852	0.2056	1.0852	1.0417
No log	1.2840	104	1.1002	0.2056	1.1002	1.0489
No log	1.3086	106	1.0114	0.2479	1.0114	1.0057
No log	1.3333	108	1.0289	0.3008	1.0289	1.0143
No log	1.3580	110	1.0198	0.3008	1.0198	1.0099
No log	1.3827	112	1.0136	0.2667	1.0136	1.0068
No log	1.4074	114	1.2017	0.2367	1.2017	1.0962
No log	1.4321	116	1.2222	0.2293	1.2222	1.1055
No log	1.4568	118	1.1339	0.1895	1.1339	1.0648
No log	1.4815	120	1.0335	0.3175	1.0335	1.0166
No log	1.5062	122	1.0102	0.2716	1.0102	1.0051
No log	1.5309	124	1.0763	0.2292	1.0763	1.0374
No log	1.5556	126	1.2735	0.1966	1.2735	1.1285
No log	1.5802	128	1.3007	0.1966	1.3007	1.1405
No log	1.6049	130	1.2292	0.1943	1.2292	1.1087
No log	1.6296	132	1.1039	0.2850	1.1039	1.0507
No log	1.6543	134	1.0030	0.3291	1.0030	1.0015
No log	1.6790	136	1.0023	0.2922	1.0023	1.0011
No log	1.7037	138	1.0621	0.3062	1.0621	1.0306
No log	1.7284	140	1.0896	0.3172	1.0896	1.0439
No log	1.7531	142	1.0916	0.2759	1.0916	1.0448
No log	1.7778	144	1.0049	0.2290	1.0049	1.0025
No log	1.8025	146	1.0089	0.2290	1.0089	1.0044
No log	1.8272	148	1.0272	0.3485	1.0272	1.0135
No log	1.8519	150	1.0888	0.3361	1.0888	1.0435
No log	1.8765	152	1.0615	0.3548	1.0615	1.0303
No log	1.9012	154	1.0591	0.3430	1.0591	1.0291
No log	1.9259	156	1.1839	0.2465	1.1839	1.0881
No log	1.9506	158	1.1423	0.4233	1.1423	1.0688
No log	1.9753	160	0.9460	0.3210	0.9460	0.9726
No log	2.0	162	0.9242	0.4537	0.9242	0.9613
No log	2.0247	164	0.9139	0.4531	0.9139	0.9560
No log	2.0494	166	0.9961	0.4004	0.9961	0.9981
No log	2.0741	168	1.2627	0.25	1.2627	1.1237
No log	2.0988	170	1.3251	0.2075	1.3251	1.1511
No log	2.1235	172	1.1158	0.3513	1.1158	1.0563
No log	2.1481	174	0.9957	0.3042	0.9957	0.9978
No log	2.1728	176	0.9882	0.3291	0.9882	0.9941
No log	2.1975	178	1.0109	0.3196	1.0109	1.0054
No log	2.2222	180	1.1373	0.3154	1.1373	1.0664
No log	2.2469	182	1.1952	0.3405	1.1952	1.0933
No log	2.2716	184	1.0289	0.3705	1.0289	1.0143
No log	2.2963	186	0.8899	0.2620	0.8899	0.9434
No log	2.3210	188	0.8829	0.2326	0.8829	0.9396
No log	2.3457	190	0.8665	0.3760	0.8665	0.9309
No log	2.3704	192	0.8675	0.3933	0.8675	0.9314
No log	2.3951	194	0.9342	0.4053	0.9342	0.9665
No log	2.4198	196	0.9833	0.3833	0.9833	0.9916
No log	2.4444	198	0.9243	0.3719	0.9243	0.9614
No log	2.4691	200	0.8955	0.3408	0.8955	0.9463
No log	2.4938	202	0.9066	0.3552	0.9066	0.9522
No log	2.5185	204	0.9260	0.3418	0.9260	0.9623
No log	2.5432	206	0.9919	0.4499	0.9919	0.9959
No log	2.5679	208	1.0373	0.3792	1.0373	1.0185
No log	2.5926	210	1.0113	0.4404	1.0113	1.0056
No log	2.6173	212	1.0082	0.4073	1.0082	1.0041
No log	2.6420	214	1.0074	0.3577	1.0074	1.0037
No log	2.6667	216	1.0119	0.2974	1.0119	1.0059
No log	2.6914	218	1.0181	0.2791	1.0181	1.0090
No log	2.7160	220	0.9702	0.3609	0.9702	0.9850
No log	2.7407	222	0.9159	0.3896	0.9159	0.9570
No log	2.7654	224	0.9022	0.4215	0.9022	0.9498
No log	2.7901	226	0.9246	0.4118	0.9246	0.9616
No log	2.8148	228	0.9183	0.3856	0.9183	0.9583
No log	2.8395	230	0.9406	0.4328	0.9406	0.9698
No log	2.8642	232	0.9696	0.4089	0.9696	0.9847
No log	2.8889	234	0.9847	0.4116	0.9847	0.9923
No log	2.9136	236	1.0445	0.3718	1.0445	1.0220
No log	2.9383	238	1.0097	0.3902	1.0097	1.0048
No log	2.9630	240	0.9603	0.2871	0.9603	0.9800
No log	2.9877	242	0.9698	0.3671	0.9698	0.9848
No log	3.0123	244	1.0033	0.3373	1.0033	1.0016
No log	3.0370	246	1.0820	0.3584	1.0820	1.0402
No log	3.0617	248	1.1509	0.3284	1.1509	1.0728
No log	3.0864	250	1.0561	0.3785	1.0561	1.0276
No log	3.1111	252	1.0348	0.3657	1.0348	1.0173
No log	3.1358	254	1.0440	0.4020	1.0440	1.0218
No log	3.1605	256	1.0000	0.3615	1.0000	1.0000
No log	3.1852	258	0.9922	0.3008	0.9922	0.9961
No log	3.2099	260	0.9758	0.3414	0.9758	0.9878
No log	3.2346	262	0.9668	0.3505	0.9668	0.9833
No log	3.2593	264	1.0002	0.3445	1.0002	1.0001
No log	3.2840	266	1.0152	0.3108	1.0152	1.0076
No log	3.3086	268	1.0122	0.3108	1.0122	1.0061
No log	3.3333	270	0.9826	0.2976	0.9826	0.9912
No log	3.3580	272	1.0138	0.3709	1.0138	1.0069
No log	3.3827	274	1.0064	0.3709	1.0064	1.0032
No log	3.4074	276	0.9781	0.3896	0.9781	0.9890
No log	3.4321	278	1.0476	0.3430	1.0476	1.0235
No log	3.4568	280	1.0813	0.3763	1.0813	1.0398
No log	3.4815	282	1.0176	0.4663	1.0176	1.0088
No log	3.5062	284	1.0415	0.3508	1.0415	1.0206
No log	3.5309	286	1.0506	0.3737	1.0506	1.0250
No log	3.5556	288	0.9946	0.3651	0.9946	0.9973
No log	3.5802	290	0.9407	0.3642	0.9407	0.9699
No log	3.6049	292	0.9357	0.3250	0.9357	0.9673
No log	3.6296	294	0.9196	0.2879	0.9196	0.9590
No log	3.6543	296	0.9069	0.3797	0.9069	0.9523
No log	3.6790	298	0.9222	0.3448	0.9222	0.9603
No log	3.7037	300	0.9406	0.4100	0.9406	0.9698
No log	3.7284	302	0.9253	0.3998	0.9253	0.9619
No log	3.7531	304	0.8998	0.3932	0.8998	0.9486
No log	3.7778	306	0.8867	0.3112	0.8867	0.9416
No log	3.8025	308	0.8939	0.3293	0.8939	0.9455
No log	3.8272	310	0.8711	0.3877	0.8711	0.9333
No log	3.8519	312	0.8636	0.3933	0.8636	0.9293
No log	3.8765	314	0.8735	0.4544	0.8735	0.9346
No log	3.9012	316	0.9196	0.4645	0.9196	0.9589
No log	3.9259	318	1.0083	0.3859	1.0083	1.0041
No log	3.9506	320	1.0776	0.3346	1.0776	1.0381
No log	3.9753	322	1.1098	0.3093	1.1098	1.0535
No log	4.0	324	1.0847	0.2379	1.0847	1.0415
No log	4.0247	326	1.0482	0.2379	1.0482	1.0238
No log	4.0494	328	1.0163	0.2673	1.0163	1.0081
No log	4.0741	330	1.0157	0.3680	1.0157	1.0078
No log	4.0988	332	0.9921	0.3291	0.9921	0.9961
No log	4.1235	334	0.9887	0.2219	0.9887	0.9944
No log	4.1481	336	1.0468	0.3154	1.0468	1.0231
No log	4.1728	338	1.0277	0.3427	1.0277	1.0138
No log	4.1975	340	1.0078	0.3284	1.0078	1.0039
No log	4.2222	342	1.0108	0.3836	1.0108	1.0054
No log	4.2469	344	0.9829	0.3284	0.9829	0.9914
No log	4.2716	346	0.9823	0.3144	0.9823	0.9911
No log	4.2963	348	1.0149	0.3399	1.0149	1.0074
No log	4.3210	350	0.9851	0.3011	0.9851	0.9925
No log	4.3457	352	0.9702	0.3968	0.9702	0.9850
No log	4.3704	354	0.9800	0.4486	0.9800	0.9900
No log	4.3951	356	0.9841	0.3052	0.9841	0.9920
No log	4.4198	358	1.0481	0.2938	1.0481	1.0238
No log	4.4444	360	1.0632	0.3380	1.0632	1.0311
No log	4.4691	362	1.0516	0.3159	1.0516	1.0255
No log	4.4938	364	1.0591	0.3276	1.0591	1.0291
No log	4.5185	366	1.0389	0.2900	1.0389	1.0193
No log	4.5432	368	1.0636	0.3201	1.0636	1.0313
No log	4.5679	370	1.0579	0.3379	1.0579	1.0286
No log	4.5926	372	1.0249	0.2969	1.0249	1.0124
No log	4.6173	374	1.0343	0.3510	1.0343	1.0170
No log	4.6420	376	1.0970	0.3210	1.0970	1.0474
No log	4.6667	378	1.1175	0.3405	1.1175	1.0571
No log	4.6914	380	1.0589	0.2632	1.0589	1.0290
No log	4.7160	382	0.9751	0.2742	0.9751	0.9875
No log	4.7407	384	0.9588	0.2667	0.9588	0.9792
No log	4.7654	386	0.9574	0.2667	0.9574	0.9785
No log	4.7901	388	0.9650	0.3074	0.9650	0.9824
No log	4.8148	390	1.0128	0.3223	1.0128	1.0064
No log	4.8395	392	1.0411	0.3256	1.0411	1.0204
No log	4.8642	394	1.0391	0.3243	1.0391	1.0193
No log	4.8889	396	1.0320	0.4203	1.0320	1.0159
No log	4.9136	398	1.0276	0.4059	1.0276	1.0137
No log	4.9383	400	1.0610	0.2978	1.0610	1.0300
No log	4.9630	402	1.0811	0.3454	1.0811	1.0397
No log	4.9877	404	1.0217	0.3454	1.0217	1.0108
No log	5.0123	406	0.9377	0.3628	0.9377	0.9683
No log	5.0370	408	0.8986	0.3878	0.8986	0.9480
No log	5.0617	410	0.8935	0.4012	0.8935	0.9453
No log	5.0864	412	0.9358	0.4379	0.9358	0.9674
No log	5.1111	414	0.9941	0.4253	0.9941	0.9971
No log	5.1358	416	1.0157	0.3794	1.0157	1.0078
No log	5.1605	418	1.0349	0.3828	1.0349	1.0173
No log	5.1852	420	0.9665	0.3124	0.9665	0.9831
No log	5.2099	422	0.9415	0.3215	0.9415	0.9703
No log	5.2346	424	0.9530	0.3215	0.9530	0.9762
No log	5.2593	426	0.9674	0.2909	0.9674	0.9835
No log	5.2840	428	1.0072	0.2487	1.0072	1.0036
No log	5.3086	430	1.0427	0.3681	1.0427	1.0211
No log	5.3333	432	0.9837	0.2678	0.9837	0.9918
No log	5.3580	434	0.8974	0.3485	0.8974	0.9473
No log	5.3827	436	0.9410	0.3651	0.9410	0.9700
No log	5.4074	438	1.0611	0.4214	1.0611	1.0301
No log	5.4321	440	1.0333	0.3796	1.0333	1.0165
No log	5.4568	442	0.9228	0.4225	0.9228	0.9606
No log	5.4815	444	0.9623	0.3144	0.9623	0.9810
No log	5.5062	446	1.0586	0.4403	1.0586	1.0289
No log	5.5309	448	1.0952	0.4389	1.0952	1.0465
No log	5.5556	450	1.1060	0.4156	1.1060	1.0517
No log	5.5802	452	1.0384	0.4401	1.0384	1.0190
No log	5.6049	454	1.0629	0.3975	1.0629	1.0310
No log	5.6296	456	1.0868	0.4058	1.0868	1.0425
No log	5.6543	458	1.0356	0.4155	1.0356	1.0176
No log	5.6790	460	1.0583	0.4107	1.0583	1.0288
No log	5.7037	462	1.0963	0.4449	1.0963	1.0471
No log	5.7284	464	1.1195	0.4115	1.1195	1.0581
No log	5.7531	466	1.0625	0.4123	1.0625	1.0308
No log	5.7778	468	0.9855	0.3243	0.9855	0.9927
No log	5.8025	470	0.9781	0.3616	0.9781	0.9890
No log	5.8272	472	0.9606	0.3215	0.9606	0.9801
No log	5.8519	474	0.9991	0.2628	0.9991	0.9995
No log	5.8765	476	1.0763	0.3003	1.0763	1.0375
No log	5.9012	478	1.1029	0.2331	1.1029	1.0502
No log	5.9259	480	1.0689	0.2842	1.0689	1.0339
No log	5.9506	482	0.9954	0.2929	0.9954	0.9977
No log	5.9753	484	0.9530	0.3445	0.9530	0.9762
No log	6.0	486	0.9403	0.3445	0.9403	0.9697
No log	6.0247	488	0.9574	0.3338	0.9574	0.9785
No log	6.0494	490	1.0137	0.3434	1.0137	1.0068
No log	6.0741	492	1.1275	0.1605	1.1275	1.0618
No log	6.0988	494	1.2932	0.2341	1.2932	1.1372
No log	6.1235	496	1.3239	0.1628	1.3239	1.1506
No log	6.1481	498	1.2231	0.1842	1.2231	1.1059
0.3411	6.1728	500	1.0580	0.1322	1.0580	1.0286
0.3411	6.1975	502	0.9365	0.2965	0.9365	0.9678
0.3411	6.2222	504	0.9019	0.3548	0.9019	0.9497
0.3411	6.2469	506	0.8971	0.3425	0.8971	0.9471
0.3411	6.2716	508	0.9276	0.3445	0.9276	0.9631
0.3411	6.2963	510	1.0164	0.4371	1.0164	1.0082
0.3411	6.3210	512	1.1203	0.4141	1.1203	1.0585
0.3411	6.3457	514	1.1082	0.4247	1.1082	1.0527
0.3411	6.3704	516	1.0398	0.4127	1.0398	1.0197
0.3411	6.3951	518	0.9927	0.4143	0.9927	0.9963
0.3411	6.4198	520	1.0209	0.3897	1.0209	1.0104
0.3411	6.4444	522	1.0927	0.3759	1.0927	1.0453
0.3411	6.4691	524	1.0722	0.4228	1.0722	1.0355
0.3411	6.4938	526	1.0255	0.3732	1.0255	1.0127
0.3411	6.5185	528	0.9602	0.2931	0.9602	0.9799
0.3411	6.5432	530	0.9397	0.2813	0.9397	0.9694
0.3411	6.5679	532	0.9583	0.2813	0.9583	0.9789
0.3411	6.5926	534	1.0114	0.2769	1.0114	1.0057
0.3411	6.6173	536	1.1146	0.3352	1.1146	1.0557
0.3411	6.6420	538	1.1716	0.2837	1.1716	1.0824
0.3411	6.6667	540	1.1578	0.3205	1.1578	1.0760
0.3411	6.6914	542	1.1063	0.3371	1.1063	1.0518
0.3411	6.7160	544	1.0173	0.2746	1.0173	1.0086
0.3411	6.7407	546	0.9612	0.2931	0.9612	0.9804
0.3411	6.7654	548	0.9497	0.2624	0.9497	0.9745
0.3411	6.7901	550	0.9664	0.2909	0.9664	0.9831
0.3411	6.8148	552	0.9930	0.3298	0.9930	0.9965
0.3411	6.8395	554	0.9991	0.3298	0.9991	0.9995
0.3411	6.8642	556	0.9504	0.3027	0.9504	0.9749
0.3411	6.8889	558	0.9120	0.2931	0.9120	0.9550
0.3411	6.9136	560	0.9033	0.3347	0.9033	0.9504
0.3411	6.9383	562	0.9184	0.3326	0.9184	0.9583
0.3411	6.9630	564	0.9710	0.3318	0.9710	0.9854
0.3411	6.9877	566	1.0374	0.3714	1.0374	1.0185
0.3411	7.0123	568	1.0370	0.3472	1.0370	1.0183
0.3411	7.0370	570	1.0651	0.3972	1.0651	1.0320
0.3411	7.0617	572	1.0518	0.3444	1.0518	1.0256
0.3411	7.0864	574	1.0594	0.3483	1.0594	1.0293
0.3411	7.1111	576	1.0579	0.3483	1.0579	1.0286
0.3411	7.1358	578	1.0305	0.2865	1.0305	1.0151
0.3411	7.1605	580	0.9984	0.2865	0.9984	0.9992
0.3411	7.1852	582	1.0019	0.2865	1.0019	1.0009
0.3411	7.2099	584	0.9988	0.2865	0.9988	0.9994
0.3411	7.2346	586	0.9924	0.2456	0.9924	0.9962
0.3411	7.2593	588	0.9922	0.2432	0.9922	0.9961
0.3411	7.2840	590	1.0051	0.2865	1.0051	1.0026
0.3411	7.3086	592	0.9892	0.2746	0.9892	0.9946
0.3411	7.3333	594	0.9755	0.2312	0.9755	0.9877
0.3411	7.3580	596	0.9640	0.2128	0.9640	0.9818
0.3411	7.3827	598	0.9458	0.2154	0.9458	0.9725
0.3411	7.4074	600	0.9491	0.2154	0.9491	0.9742
0.3411	7.4321	602	0.9790	0.2456	0.9790	0.9895
0.3411	7.4568	604	0.9974	0.2628	0.9974	0.9987
0.3411	7.4815	606	0.9664	0.2769	0.9664	0.9831
0.3411	7.5062	608	0.9189	0.2742	0.9189	0.9586
0.3411	7.5309	610	0.9191	0.4456	0.9191	0.9587
0.3411	7.5556	612	0.9167	0.4456	0.9167	0.9574
0.3411	7.5802	614	0.9011	0.2742	0.9011	0.9492
0.3411	7.6049	616	0.9577	0.2456	0.9577	0.9786
0.3411	7.6296	618	1.1116	0.4302	1.1116	1.0543
0.3411	7.6543	620	1.2267	0.3897	1.2267	1.1076
0.3411	7.6790	622	1.2277	0.3584	1.2277	1.1080
0.3411	7.7037	624	1.1416	0.4135	1.1416	1.0684
0.3411	7.7284	626	1.0214	0.3570	1.0214	1.0106
0.3411	7.7531	628	0.9846	0.2887	0.9846	0.9923
0.3411	7.7778	630	0.9826	0.2865	0.9826	0.9912
0.3411	7.8025	632	1.0083	0.2600	1.0083	1.0042
0.3411	7.8272	634	1.0740	0.2577	1.0740	1.0363
0.3411	7.8519	636	1.1311	0.2582	1.1311	1.0635
0.3411	7.8765	638	1.1285	0.3424	1.1285	1.0623
0.3411	7.9012	640	1.0790	0.2929	1.0790	1.0387
0.3411	7.9259	642	1.0149	0.2179	1.0149	1.0074
0.3411	7.9506	644	0.9826	0.2742	0.9826	0.9912
0.3411	7.9753	646	0.9698	0.2742	0.9698	0.9848
0.3411	8.0	648	0.9707	0.2742	0.9707	0.9852
0.3411	8.0247	650	0.9897	0.2504	0.9897	0.9948
0.3411	8.0494	652	1.0003	0.2791	1.0003	1.0001
0.3411	8.0741	654	1.0065	0.2791	1.0065	1.0033
0.3411	8.0988	656	0.9848	0.2972	0.9848	0.9924
0.3411	8.1235	658	0.9495	0.2952	0.9495	0.9744
0.3411	8.1481	660	0.9368	0.2647	0.9368	0.9679
0.3411	8.1728	662	0.9401	0.2647	0.9401	0.9696
0.3411	8.1975	664	0.9542	0.2572	0.9542	0.9768
0.3411	8.2222	666	0.9459	0.2572	0.9459	0.9726
0.3411	8.2469	668	0.9451	0.2572	0.9451	0.9721
0.3411	8.2716	670	0.9544	0.2952	0.9544	0.9769
0.3411	8.2963	672	0.9522	0.2974	0.9522	0.9758
0.3411	8.3210	674	0.9596	0.2974	0.9596	0.9796
0.3411	8.3457	676	0.9628	0.2974	0.9628	0.9812
0.3411	8.3704	678	0.9750	0.2974	0.9750	0.9874
0.3411	8.3951	680	0.9854	0.2290	0.9854	0.9927
0.3411	8.4198	682	0.9899	0.2670	0.9899	0.9949
0.3411	8.4444	684	1.0321	0.2336	1.0321	1.0159
0.3411	8.4691	686	1.0834	0.2577	1.0834	1.0408
0.3411	8.4938	688	1.1147	0.3753	1.1147	1.0558
0.3411	8.5185	690	1.1328	0.4107	1.1328	1.0643
0.3411	8.5432	692	1.0755	0.3987	1.0755	1.0371
0.3411	8.5679	694	0.9571	0.3167	0.9571	0.9783
0.3411	8.5926	696	0.9014	0.3403	0.9014	0.9494
0.3411	8.6173	698	0.8954	0.3365	0.8954	0.9462
0.3411	8.6420	700	0.9046	0.3365	0.9046	0.9511
0.3411	8.6667	702	0.9102	0.3508	0.9102	0.9540
0.3411	8.6914	704	0.9101	0.4	0.9101	0.9540
0.3411	8.7160	706	0.9210	0.2742	0.9210	0.9597
0.3411	8.7407	708	0.9446	0.2424	0.9446	0.9719
0.3411	8.7654	710	1.0163	0.2820	1.0163	1.0081
0.3411	8.7901	712	1.0703	0.2392	1.0703	1.0346
0.3411	8.8148	714	1.0735	0.2494	1.0735	1.0361
0.3411	8.8395	716	1.0398	0.2605	1.0398	1.0197
0.3411	8.8642	718	0.9998	0.2698	0.9998	0.9999
0.3411	8.8889	720	0.9811	0.2865	0.9811	0.9905
0.3411	8.9136	722	0.9742	0.3008	0.9742	0.9870
0.3411	8.9383	724	0.9963	0.2865	0.9963	0.9981
0.3411	8.9630	726	1.0348	0.2287	1.0348	1.0173
0.3411	8.9877	728	1.0643	0.2142	1.0643	1.0316
0.3411	9.0123	730	1.0801	0.2050	1.0801	1.0393
0.3411	9.0370	732	1.0742	0.2050	1.0742	1.0365
0.3411	9.0617	734	1.0347	0.2698	1.0347	1.0172
0.3411	9.0864	736	0.9831	0.2865	0.9831	0.9915
0.3411	9.1111	738	0.9607	0.3414	0.9607	0.9801
0.3411	9.1358	740	0.9786	0.2986	0.9786	0.9892
0.3411	9.1605	742	1.0082	0.2628	1.0082	1.0041
0.3411	9.1852	744	1.0313	0.2464	1.0313	1.0155
0.3411	9.2099	746	1.0923	0.2037	1.0923	1.0451
0.3411	9.2346	748	1.0956	0.1625	1.0956	1.0467
0.3411	9.2593	750	1.1309	0.1702	1.1309	1.0634
0.3411	9.2840	752	1.1317	0.1801	1.1317	1.0638
0.3411	9.3086	754	1.1130	0.2142	1.1130	1.0550
0.3411	9.3333	756	1.0790	0.2021	1.0790	1.0387
0.3411	9.3580	758	1.0623	0.2577	1.0623	1.0307
0.3411	9.3827	760	1.0272	0.3326	1.0272	1.0135
0.3411	9.4074	762	1.0063	0.3326	1.0063	1.0032
0.3411	9.4321	764	1.0019	0.3454	1.0019	1.0010
0.3411	9.4568	766	0.9878	0.3424	0.9878	0.9939
0.3411	9.4815	768	0.9751	0.3129	0.9751	0.9875
0.3411	9.5062	770	0.9714	0.2767	0.9714	0.9856
0.3411	9.5309	772	0.9765	0.2572	0.9765	0.9882
0.3411	9.5556	774	1.0008	0.2721	1.0008	1.0004
0.3411	9.5802	776	0.9926	0.3129	0.9926	0.9963
0.3411	9.6049	778	0.9711	0.2767	0.9711	0.9854
0.3411	9.6296	780	0.9779	0.2887	0.9779	0.9889
0.3411	9.6543	782	1.0166	0.4220	1.0166	1.0083
0.3411	9.6790	784	1.0891	0.4004	1.0891	1.0436
0.3411	9.7037	786	1.1515	0.3738	1.1515	1.0731
0.3411	9.7284	788	1.1390	0.2061	1.1390	1.0672
0.3411	9.7531	790	1.1118	0.2605	1.1118	1.0544
0.3411	9.7778	792	1.0333	0.3129	1.0333	1.0165
0.3411	9.8025	794	0.9714	0.3091	0.9714	0.9856
0.3411	9.8272	796	0.9026	0.3091	0.9026	0.9501
0.3411	9.8519	798	0.8693	0.3030	0.8693	0.9324
0.3411	9.8765	800	0.8579	0.3634	0.8579	0.9262
0.3411	9.9012	802	0.8354	0.4136	0.8354	0.9140
0.3411	9.9259	804	0.8309	0.4375	0.8309	0.9116
0.3411	9.9506	806	0.8329	0.4273	0.8329	0.9126
0.3411	9.9753	808	0.8254	0.4288	0.8254	0.9085
0.3411	10.0	810	0.8494	0.4039	0.8494	0.9217
0.3411	10.0247	812	0.9205	0.4364	0.9205	0.9594
0.3411	10.0494	814	0.9557	0.4593	0.9557	0.9776
0.3411	10.0741	816	0.9313	0.4829	0.9313	0.9651
0.3411	10.0988	818	0.8755	0.4382	0.8755	0.9357
0.3411	10.1235	820	0.8390	0.3521	0.8390	0.9160
0.3411	10.1481	822	0.8233	0.2910	0.8233	0.9074
0.3411	10.1728	824	0.8378	0.3841	0.8378	0.9153
0.3411	10.1975	826	0.8525	0.4343	0.8525	0.9233
0.3411	10.2222	828	0.8537	0.4343	0.8537	0.9240
0.3411	10.2469	830	0.8510	0.4231	0.8510	0.9225
0.3411	10.2716	832	0.8421	0.4359	0.8421	0.9177
0.3411	10.2963	834	0.8586	0.4616	0.8586	0.9266
0.3411	10.3210	836	0.8800	0.4507	0.8800	0.9381
0.3411	10.3457	838	0.9017	0.4507	0.9017	0.9496
0.3411	10.3704	840	0.9082	0.4507	0.9082	0.9530
0.3411	10.3951	842	0.9020	0.4507	0.9020	0.9497
0.3411	10.4198	844	0.8706	0.3590	0.8706	0.9331
0.3411	10.4444	846	0.8373	0.3414	0.8373	0.9150
0.3411	10.4691	848	0.8325	0.3403	0.8325	0.9124
0.3411	10.4938	850	0.8571	0.2897	0.8571	0.9258
0.3411	10.5185	852	0.9078	0.3214	0.9078	0.9528
0.3411	10.5432	854	0.9134	0.3214	0.9134	0.9557
0.3411	10.5679	856	0.9066	0.3272	0.9066	0.9521
0.3411	10.5926	858	0.8859	0.3596	0.8859	0.9412
0.3411	10.6173	860	0.8742	0.4321	0.8742	0.9350
0.3411	10.6420	862	0.8638	0.4113	0.8638	0.9294
0.3411	10.6667	864	0.8422	0.4576	0.8422	0.9177
0.3411	10.6914	866	0.8841	0.3445	0.8841	0.9402
0.3411	10.7160	868	0.9324	0.375	0.9324	0.9656
0.3411	10.7407	870	0.9950	0.4364	0.9950	0.9975
0.3411	10.7654	872	1.0089	0.3318	1.0089	1.0045
0.3411	10.7901	874	0.9954	0.3027	0.9954	0.9977
0.3411	10.8148	876	1.0114	0.3048	1.0114	1.0057
0.3411	10.8395	878	1.0002	0.3628	1.0002	1.0001
0.3411	10.8642	880	1.0169	0.3445	1.0169	1.0084
0.3411	10.8889	882	1.0507	0.2909	1.0507	1.0250
0.3411	10.9136	884	1.0758	0.2432	1.0758	1.0372
0.3411	10.9383	886	1.0785	0.2408	1.0785	1.0385
0.3411	10.9630	888	1.0477	0.2432	1.0477	1.0236
0.3411	10.9877	890	1.0126	0.2577	1.0126	1.0063
0.3411	11.0123	892	0.9538	0.3129	0.9538	0.9766
0.3411	11.0370	894	0.8987	0.2842	0.8987	0.9480
0.3411	11.0617	896	0.8873	0.3258	0.8873	0.9420
0.3411	11.0864	898	0.8916	0.3151	0.8916	0.9442
0.3411	11.1111	900	0.9310	0.2647	0.9310	0.9649
0.3411	11.1358	902	0.9725	0.2647	0.9725	0.9861
0.3411	11.1605	904	0.9922	0.2499	0.9922	0.9961
0.3411	11.1852	906	0.9702	0.3067	0.9702	0.9850
0.3411	11.2099	908	0.9286	0.3151	0.9286	0.9636
0.3411	11.2346	910	0.8987	0.3996	0.8987	0.9480
0.3411	11.2593	912	0.8925	0.4428	0.8925	0.9447
0.3411	11.2840	914	0.8952	0.4186	0.8952	0.9462
0.3411	11.3086	916	0.8743	0.4138	0.8743	0.9350
0.3411	11.3333	918	0.8775	0.3996	0.8775	0.9367
0.3411	11.3580	920	0.9195	0.3358	0.9195	0.9589
0.3411	11.3827	922	0.9577	0.4148	0.9577	0.9786
0.3411	11.4074	924	0.9761	0.4159	0.9761	0.9880
0.3411	11.4321	926	0.9955	0.4159	0.9955	0.9977
0.3411	11.4568	928	0.9883	0.4282	0.9883	0.9941
0.3411	11.4815	930	0.9795	0.3821	0.9795	0.9897
0.3411	11.5062	932	0.9772	0.4304	0.9771	0.9885
0.3411	11.5309	934	0.9646	0.4304	0.9646	0.9821
0.3411	11.5556	936	0.9456	0.3485	0.9456	0.9724
0.3411	11.5802	938	0.9377	0.3209	0.9377	0.9684
0.3411	11.6049	940	0.9434	0.3209	0.9434	0.9713
0.3411	11.6296	942	0.9608	0.3070	0.9608	0.9802
0.3411	11.6543	944	0.9617	0.3070	0.9617	0.9807
0.3411	11.6790	946	0.9537	0.3465	0.9537	0.9766
0.3411	11.7037	948	0.9431	0.3465	0.9431	0.9711
0.3411	11.7284	950	0.9205	0.2842	0.9205	0.9594
0.3411	11.7531	952	0.9014	0.2988	0.9014	0.9494
0.3411	11.7778	954	0.9008	0.2988	0.9008	0.9491
0.3411	11.8025	956	0.9041	0.2842	0.9041	0.9509
0.3411	11.8272	958	0.8923	0.3293	0.8923	0.9446
0.3411	11.8519	960	0.8946	0.3293	0.8946	0.9458
0.3411	11.8765	962	0.9188	0.3603	0.9188	0.9585
0.3411	11.9012	964	0.9397	0.3762	0.9397	0.9694
0.3411	11.9259	966	0.9511	0.4141	0.9511	0.9752
0.3411	11.9506	968	0.9564	0.3502	0.9564	0.9780
0.3411	11.9753	970	0.9959	0.3879	0.9959	0.9979
0.3411	12.0	972	1.0314	0.4004	1.0314	1.0156
0.3411	12.0247	974	1.0020	0.3732	1.0020	1.0010
0.3411	12.0494	976	0.9462	0.3424	0.9462	0.9727
0.3411	12.0741	978	0.9166	0.2842	0.9166	0.9574
0.3411	12.0988	980	0.9193	0.3403	0.9193	0.9588
0.3411	12.1235	982	0.9227	0.3548	0.9227	0.9606
0.3411	12.1481	984	0.9302	0.3258	0.9302	0.9645
0.3411	12.1728	986	0.9469	0.2695	0.9469	0.9731
0.3411	12.1975	988	0.9823	0.2577	0.9823	0.9911
0.3411	12.2222	990	0.9898	0.2577	0.9898	0.9949
0.3411	12.2469	992	0.9876	0.2251	0.9876	0.9938
0.3411	12.2716	994	0.9822	0.2251	0.9822	0.9911
0.3411	12.2963	996	0.9685	0.2276	0.9685	0.9841
0.3411	12.3210	998	0.9687	0.2400	0.9687	0.9842
0.0667	12.3457	1000	0.9809	0.2400	0.9809	0.9904
0.0667	12.3704	1002	0.9987	0.2251	0.9987	0.9993
0.0667	12.3951	1004	1.0368	0.2061	1.0368	1.0182
0.0667	12.4198	1006	1.0506	0.2061	1.0506	1.0250
0.0667	12.4444	1008	1.0387	0.2582	1.0387	1.0191
0.0667	12.4691	1010	1.0188	0.2384	1.0188	1.0093
0.0667	12.4938	1012	1.0067	0.2529	1.0067	1.0033
0.0667	12.5185	1014	0.9816	0.2499	0.9816	0.9907
0.0667	12.5432	1016	0.9767	0.2499	0.9767	0.9883
0.0667	12.5679	1018	0.9879	0.2499	0.9879	0.9940
0.0667	12.5926	1020	1.0234	0.2474	1.0234	1.0116
0.0667	12.6173	1022	1.0755	0.2050	1.0755	1.0371
0.0667	12.6420	1024	1.1121	0.2050	1.1121	1.0546
0.0667	12.6667	1026	1.1249	0.2050	1.1249	1.0606
0.0667	12.6914	1028	1.1432	0.1625	1.1432	1.0692
0.0667	12.7160	1030	1.1351	0.1625	1.1351	1.0654

Framework versions

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