ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k13_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: 1.0024
• Qwk: 0.3676
• Mse: 1.0024
• Rmse: 1.0012

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	0.0299	2	3.9378	-0.0039	3.9378	1.9844
No log	0.0597	4	2.0427	0.0305	2.0427	1.4292
No log	0.0896	6	1.2016	0.0569	1.2016	1.0962
No log	0.1194	8	0.9414	-0.0728	0.9414	0.9703
No log	0.1493	10	0.7593	0.1746	0.7593	0.8714
No log	0.1791	12	0.6904	0.2650	0.6904	0.8309
No log	0.2090	14	0.8712	0.0565	0.8712	0.9334
No log	0.2388	16	0.9602	0.0607	0.9602	0.9799
No log	0.2687	18	1.0893	0.0593	1.0893	1.0437
No log	0.2985	20	0.7727	0.0775	0.7727	0.8791
No log	0.3284	22	0.7903	0.1819	0.7903	0.8890
No log	0.3582	24	0.9670	0.2523	0.9670	0.9834
No log	0.3881	26	0.8572	0.1525	0.8572	0.9259
No log	0.4179	28	0.6791	0.1063	0.6791	0.8241
No log	0.4478	30	0.6787	0.1694	0.6787	0.8238
No log	0.4776	32	0.7541	0.1981	0.7541	0.8684
No log	0.5075	34	0.7115	0.2532	0.7115	0.8435
No log	0.5373	36	0.6172	0.3011	0.6172	0.7856
No log	0.5672	38	0.6740	0.2355	0.6740	0.8210
No log	0.5970	40	0.7309	0.3346	0.7309	0.8549
No log	0.6269	42	0.8974	0.2944	0.8974	0.9473
No log	0.6567	44	1.0912	0.2740	1.0912	1.0446
No log	0.6866	46	1.2894	0.1755	1.2894	1.1355
No log	0.7164	48	1.0240	0.2885	1.0240	1.0119
No log	0.7463	50	0.7687	0.2846	0.7687	0.8768
No log	0.7761	52	0.7065	0.2069	0.7065	0.8406
No log	0.8060	54	0.7406	0.3245	0.7406	0.8606
No log	0.8358	56	0.9884	0.3496	0.9884	0.9942
No log	0.8657	58	1.3582	0.2992	1.3582	1.1654
No log	0.8955	60	1.1362	0.2992	1.1362	1.0659
No log	0.9254	62	0.8255	0.4250	0.8255	0.9086
No log	0.9552	64	0.8597	0.3995	0.8597	0.9272
No log	0.9851	66	1.1764	0.3605	1.1764	1.0846
No log	1.0149	68	1.4387	0.3262	1.4387	1.1994
No log	1.0448	70	1.5368	0.3143	1.5368	1.2397
No log	1.0746	72	1.5401	0.3283	1.5401	1.2410
No log	1.1045	74	1.2111	0.4085	1.2111	1.1005
No log	1.1343	76	0.9527	0.4324	0.9527	0.9761
No log	1.1642	78	0.9849	0.4491	0.9849	0.9924
No log	1.1940	80	1.0706	0.4065	1.0706	1.0347
No log	1.2239	82	1.1432	0.3606	1.1432	1.0692
No log	1.2537	84	1.2528	0.3600	1.2528	1.1193
No log	1.2836	86	1.2184	0.3855	1.2184	1.1038
No log	1.3134	88	0.9533	0.3951	0.9533	0.9764
No log	1.3433	90	0.9159	0.3998	0.9159	0.9570
No log	1.3731	92	0.9197	0.4195	0.9197	0.9590
No log	1.4030	94	0.9828	0.4042	0.9828	0.9914
No log	1.4328	96	1.4526	0.3171	1.4526	1.2053
No log	1.4627	98	1.4825	0.3137	1.4825	1.2176
No log	1.4925	100	1.1785	0.3679	1.1785	1.0856
No log	1.5224	102	1.0456	0.4147	1.0456	1.0226
No log	1.5522	104	1.1328	0.3699	1.1328	1.0643
No log	1.5821	106	1.2181	0.3707	1.2181	1.1037
No log	1.6119	108	1.1815	0.3873	1.1815	1.0869
No log	1.6418	110	0.8698	0.4075	0.8698	0.9326
No log	1.6716	112	0.7543	0.4146	0.7543	0.8685
No log	1.7015	114	0.7776	0.3839	0.7776	0.8818
No log	1.7313	116	1.0288	0.3864	1.0288	1.0143
No log	1.7612	118	1.1935	0.3717	1.1935	1.0925
No log	1.7910	120	1.1278	0.3356	1.1278	1.0620
No log	1.8209	122	0.9897	0.3729	0.9897	0.9948
No log	1.8507	124	0.9884	0.3573	0.9884	0.9942
No log	1.8806	126	0.9481	0.4181	0.9481	0.9737
No log	1.9104	128	0.9435	0.4107	0.9435	0.9713
No log	1.9403	130	0.9556	0.3917	0.9556	0.9775
No log	1.9701	132	1.0129	0.4132	1.0129	1.0065
No log	2.0	134	1.3015	0.3759	1.3015	1.1408
No log	2.0299	136	1.2606	0.3755	1.2606	1.1228
No log	2.0597	138	1.0114	0.4118	1.0114	1.0057
No log	2.0896	140	0.9557	0.4084	0.9557	0.9776
No log	2.1194	142	0.9703	0.4133	0.9703	0.9851
No log	2.1493	144	1.0624	0.3819	1.0624	1.0307
No log	2.1791	146	1.0376	0.4061	1.0376	1.0186
No log	2.2090	148	1.1088	0.3972	1.1088	1.0530
No log	2.2388	150	1.0322	0.4385	1.0322	1.0160
No log	2.2687	152	0.9981	0.4122	0.9981	0.9990
No log	2.2985	154	0.9799	0.3901	0.9799	0.9899
No log	2.3284	156	1.0118	0.4398	1.0118	1.0059
No log	2.3582	158	1.0929	0.3746	1.0929	1.0454
No log	2.3881	160	1.0464	0.3926	1.0464	1.0229
No log	2.4179	162	0.9612	0.4217	0.9612	0.9804
No log	2.4478	164	0.8985	0.4332	0.8985	0.9479
No log	2.4776	166	0.8981	0.3951	0.8981	0.9477
No log	2.5075	168	1.0069	0.4076	1.0069	1.0034
No log	2.5373	170	1.1598	0.3697	1.1598	1.0769
No log	2.5672	172	1.1521	0.3896	1.1521	1.0733
No log	2.5970	174	1.1573	0.4023	1.1573	1.0758
No log	2.6269	176	1.1164	0.3832	1.1164	1.0566
No log	2.6567	178	0.9707	0.4065	0.9707	0.9852
No log	2.6866	180	0.9582	0.4101	0.9582	0.9789
No log	2.7164	182	1.0299	0.3700	1.0299	1.0148
No log	2.7463	184	1.0954	0.3759	1.0954	1.0466
No log	2.7761	186	1.2534	0.3998	1.2534	1.1196
No log	2.8060	188	1.4548	0.3683	1.4548	1.2062
No log	2.8358	190	1.3925	0.3648	1.3925	1.1800
No log	2.8657	192	1.1489	0.3923	1.1489	1.0719
No log	2.8955	194	0.9832	0.4563	0.9832	0.9915
No log	2.9254	196	0.9365	0.4702	0.9365	0.9677
No log	2.9552	198	0.9498	0.4483	0.9498	0.9746
No log	2.9851	200	1.0626	0.4107	1.0626	1.0308
No log	3.0149	202	1.2257	0.4034	1.2257	1.1071
No log	3.0448	204	1.1698	0.3983	1.1698	1.0816
No log	3.0746	206	1.0841	0.4018	1.0841	1.0412
No log	3.1045	208	1.0684	0.4218	1.0684	1.0336
No log	3.1343	210	1.2088	0.3414	1.2088	1.0995
No log	3.1642	212	1.3121	0.3350	1.3121	1.1454
No log	3.1940	214	1.3171	0.3375	1.3171	1.1477
No log	3.2239	216	1.2067	0.3778	1.2067	1.0985
No log	3.2537	218	1.1003	0.4164	1.1003	1.0489
No log	3.2836	220	1.0508	0.4122	1.0508	1.0251
No log	3.3134	222	1.0151	0.3789	1.0151	1.0075
No log	3.3433	224	0.9855	0.3604	0.9855	0.9927
No log	3.3731	226	1.0717	0.3417	1.0717	1.0352
No log	3.4030	228	1.0830	0.3179	1.0830	1.0407
No log	3.4328	230	1.0283	0.4082	1.0283	1.0141
No log	3.4627	232	1.0062	0.4098	1.0062	1.0031
No log	3.4925	234	1.0621	0.4130	1.0621	1.0306
No log	3.5224	236	1.2292	0.3591	1.2292	1.1087
No log	3.5522	238	1.3474	0.3853	1.3474	1.1608
No log	3.5821	240	1.2418	0.3865	1.2418	1.1144
No log	3.6119	242	1.1279	0.4176	1.1279	1.0620
No log	3.6418	244	1.0127	0.4441	1.0127	1.0063
No log	3.6716	246	1.0042	0.4417	1.0042	1.0021
No log	3.7015	248	1.0930	0.3672	1.0930	1.0455
No log	3.7313	250	1.1017	0.3835	1.1017	1.0496
No log	3.7612	252	0.9732	0.4171	0.9732	0.9865
No log	3.7910	254	0.9207	0.4457	0.9207	0.9595
No log	3.8209	256	0.9163	0.4364	0.9163	0.9572
No log	3.8507	258	0.9314	0.4364	0.9314	0.9651
No log	3.8806	260	1.0241	0.4202	1.0241	1.0120
No log	3.9104	262	1.1219	0.4269	1.1219	1.0592
No log	3.9403	264	1.1530	0.4162	1.1530	1.0738
No log	3.9701	266	1.0981	0.4255	1.0981	1.0479
No log	4.0	268	1.0641	0.4110	1.0641	1.0316
No log	4.0299	270	1.1209	0.4086	1.1209	1.0587
No log	4.0597	272	1.1638	0.3730	1.1638	1.0788
No log	4.0896	274	1.1384	0.3921	1.1384	1.0670
No log	4.1194	276	1.1793	0.3381	1.1793	1.0860
No log	4.1493	278	1.1401	0.3358	1.1401	1.0677
No log	4.1791	280	1.0812	0.3742	1.0812	1.0398
No log	4.2090	282	0.9961	0.3908	0.9961	0.9981
No log	4.2388	284	0.9467	0.3884	0.9467	0.9730
No log	4.2687	286	0.8975	0.4157	0.8975	0.9474
No log	4.2985	288	0.9029	0.3922	0.9029	0.9502
No log	4.3284	290	0.9274	0.3930	0.9274	0.9630
No log	4.3582	292	0.9448	0.4040	0.9448	0.9720
No log	4.3881	294	0.9254	0.4311	0.9254	0.9620
No log	4.4179	296	0.9446	0.4015	0.9446	0.9719
No log	4.4478	298	0.9643	0.3854	0.9643	0.9820
No log	4.4776	300	0.9312	0.4121	0.9312	0.9650
No log	4.5075	302	0.9586	0.4001	0.9586	0.9791
No log	4.5373	304	0.9586	0.3947	0.9586	0.9791
No log	4.5672	306	0.9412	0.4114	0.9412	0.9702
No log	4.5970	308	0.9415	0.4052	0.9415	0.9703
No log	4.6269	310	0.9279	0.4072	0.9279	0.9633
No log	4.6567	312	0.8888	0.4123	0.8888	0.9428
No log	4.6866	314	0.8723	0.4273	0.8723	0.9340
No log	4.7164	316	0.8941	0.4366	0.8941	0.9456
No log	4.7463	318	0.9113	0.4467	0.9113	0.9546
No log	4.7761	320	0.9636	0.4191	0.9636	0.9816
No log	4.8060	322	1.0482	0.4073	1.0482	1.0238
No log	4.8358	324	1.0912	0.4123	1.0912	1.0446
No log	4.8657	326	1.0948	0.4068	1.0948	1.0463
No log	4.8955	328	1.0848	0.4125	1.0848	1.0416
No log	4.9254	330	1.0838	0.4097	1.0838	1.0411
No log	4.9552	332	1.1028	0.4054	1.1028	1.0501
No log	4.9851	334	1.1349	0.4286	1.1349	1.0653
No log	5.0149	336	1.1975	0.4073	1.1975	1.0943
No log	5.0448	338	1.2285	0.4146	1.2285	1.1084
No log	5.0746	340	1.2617	0.3693	1.2617	1.1233
No log	5.1045	342	1.2856	0.3496	1.2856	1.1339
No log	5.1343	344	1.1858	0.4062	1.1858	1.0890
No log	5.1642	346	1.1095	0.4015	1.1095	1.0533
No log	5.1940	348	1.0948	0.3890	1.0948	1.0463
No log	5.2239	350	1.0861	0.4474	1.0861	1.0422
No log	5.2537	352	1.1075	0.3918	1.1075	1.0524
No log	5.2836	354	1.1498	0.3944	1.1498	1.0723
No log	5.3134	356	1.1851	0.3602	1.1851	1.0886
No log	5.3433	358	1.1290	0.3984	1.1290	1.0625
No log	5.3731	360	1.0446	0.4265	1.0446	1.0221
No log	5.4030	362	1.0538	0.4138	1.0538	1.0266
No log	5.4328	364	1.1321	0.4396	1.1321	1.0640
No log	5.4627	366	1.0938	0.4259	1.0938	1.0459
No log	5.4925	368	1.0192	0.4356	1.0192	1.0095
No log	5.5224	370	0.9586	0.4043	0.9586	0.9791
No log	5.5522	372	0.9544	0.4026	0.9544	0.9769
No log	5.5821	374	0.9349	0.4343	0.9349	0.9669
No log	5.6119	376	0.9685	0.4289	0.9685	0.9841
No log	5.6418	378	1.0503	0.3969	1.0503	1.0248
No log	5.6716	380	1.0818	0.3704	1.0818	1.0401
No log	5.7015	382	1.0900	0.3864	1.0900	1.0440
No log	5.7313	384	1.0195	0.3906	1.0195	1.0097
No log	5.7612	386	0.9855	0.3891	0.9855	0.9927
No log	5.7910	388	0.9071	0.4749	0.9071	0.9524
No log	5.8209	390	0.8660	0.4817	0.8660	0.9306
No log	5.8507	392	0.8370	0.4468	0.8370	0.9149
No log	5.8806	394	0.8621	0.4106	0.8621	0.9285
No log	5.9104	396	0.8746	0.4006	0.8746	0.9352
No log	5.9403	398	0.8727	0.4006	0.8727	0.9342
No log	5.9701	400	0.8497	0.3962	0.8497	0.9218
No log	6.0	402	0.8904	0.3969	0.8904	0.9436
No log	6.0299	404	0.9651	0.3934	0.9651	0.9824
No log	6.0597	406	1.0329	0.3833	1.0329	1.0163
No log	6.0896	408	1.1120	0.3905	1.1120	1.0545
No log	6.1194	410	1.2083	0.3834	1.2083	1.0992
No log	6.1493	412	1.1848	0.3936	1.1848	1.0885
No log	6.1791	414	1.1359	0.3832	1.1359	1.0658
No log	6.2090	416	1.1003	0.3879	1.1003	1.0489
No log	6.2388	418	1.0657	0.3900	1.0657	1.0323
No log	6.2687	420	1.0487	0.4187	1.0487	1.0241
No log	6.2985	422	1.0451	0.4187	1.0451	1.0223
No log	6.3284	424	1.1056	0.4002	1.1056	1.0515
No log	6.3582	426	1.1753	0.3879	1.1753	1.0841
No log	6.3881	428	1.1350	0.3845	1.1350	1.0654
No log	6.4179	430	1.0543	0.4189	1.0543	1.0268
No log	6.4478	432	0.9959	0.4351	0.9959	0.9979
No log	6.4776	434	0.9023	0.4305	0.9023	0.9499
No log	6.5075	436	0.8486	0.4289	0.8486	0.9212
No log	6.5373	438	0.8221	0.3965	0.8221	0.9067
No log	6.5672	440	0.8311	0.4173	0.8311	0.9116
No log	6.5970	442	0.8514	0.4250	0.8514	0.9227
No log	6.6269	444	0.8748	0.4509	0.8748	0.9353
No log	6.6567	446	0.9225	0.4187	0.9225	0.9605
No log	6.6866	448	1.0103	0.4035	1.0103	1.0051
No log	6.7164	450	1.0767	0.4149	1.0767	1.0376
No log	6.7463	452	1.0798	0.4061	1.0798	1.0391
No log	6.7761	454	1.0476	0.4242	1.0476	1.0235
No log	6.8060	456	1.0013	0.4247	1.0013	1.0006
No log	6.8358	458	0.9815	0.4107	0.9815	0.9907
No log	6.8657	460	0.9850	0.4247	0.9850	0.9925
No log	6.8955	462	1.0061	0.4242	1.0061	1.0030
No log	6.9254	464	1.0158	0.4337	1.0158	1.0079
No log	6.9552	466	1.0202	0.4305	1.0202	1.0100
No log	6.9851	468	1.0680	0.4135	1.0680	1.0335
No log	7.0149	470	1.1026	0.4007	1.1026	1.0501
No log	7.0448	472	1.1046	0.4109	1.1046	1.0510
No log	7.0746	474	1.0793	0.4148	1.0793	1.0389
No log	7.1045	476	1.0584	0.4147	1.0584	1.0288
No log	7.1343	478	1.0221	0.4192	1.0221	1.0110
No log	7.1642	480	0.9994	0.4256	0.9994	0.9997
No log	7.1940	482	0.9944	0.4174	0.9944	0.9972
No log	7.2239	484	0.9929	0.4043	0.9929	0.9965
No log	7.2537	486	0.9843	0.4127	0.9843	0.9921
No log	7.2836	488	1.0074	0.4064	1.0074	1.0037
No log	7.3134	490	1.0744	0.3520	1.0744	1.0365
No log	7.3433	492	1.1618	0.3486	1.1618	1.0779
No log	7.3731	494	1.2243	0.3542	1.2243	1.1065
No log	7.4030	496	1.2551	0.3693	1.2551	1.1203
No log	7.4328	498	1.2493	0.3693	1.2493	1.1177
0.4293	7.4627	500	1.1809	0.3577	1.1809	1.0867
0.4293	7.4925	502	1.0874	0.3676	1.0874	1.0428
0.4293	7.5224	504	0.9993	0.4147	0.9993	0.9997
0.4293	7.5522	506	0.9495	0.4171	0.9495	0.9744
0.4293	7.5821	508	0.9355	0.4220	0.9355	0.9672
0.4293	7.6119	510	0.9398	0.4270	0.9398	0.9694
0.4293	7.6418	512	0.9730	0.3921	0.9730	0.9864
0.4293	7.6716	514	1.0541	0.3627	1.0541	1.0267
0.4293	7.7015	516	1.1509	0.4201	1.1509	1.0728
0.4293	7.7313	518	1.1955	0.3999	1.1955	1.0934
0.4293	7.7612	520	1.1743	0.4157	1.1743	1.0836
0.4293	7.7910	522	1.0998	0.3748	1.0998	1.0487
0.4293	7.8209	524	1.0593	0.3651	1.0593	1.0292
0.4293	7.8507	526	1.0384	0.3675	1.0384	1.0190
0.4293	7.8806	528	1.0365	0.3675	1.0365	1.0181
0.4293	7.9104	530	1.0223	0.3629	1.0223	1.0111
0.4293	7.9403	532	1.0225	0.3629	1.0225	1.0112
0.4293	7.9701	534	0.9908	0.3861	0.9908	0.9954
0.4293	8.0	536	0.9658	0.3861	0.9658	0.9828
0.4293	8.0299	538	0.9572	0.3664	0.9572	0.9784
0.4293	8.0597	540	0.9578	0.3639	0.9578	0.9787
0.4293	8.0896	542	0.9348	0.3633	0.9348	0.9669
0.4293	8.1194	544	0.9306	0.3633	0.9306	0.9647
0.4293	8.1493	546	0.9211	0.3784	0.9211	0.9597
0.4293	8.1791	548	0.9160	0.3784	0.9160	0.9571
0.4293	8.2090	550	0.9240	0.3784	0.9240	0.9612
0.4293	8.2388	552	0.9544	0.3857	0.9544	0.9769
0.4293	8.2687	554	0.9790	0.3658	0.9790	0.9894
0.4293	8.2985	556	1.0165	0.3599	1.0165	1.0082
0.4293	8.3284	558	1.0299	0.3599	1.0299	1.0148
0.4293	8.3582	560	1.0185	0.3687	1.0185	1.0092
0.4293	8.3881	562	0.9972	0.3819	0.9972	0.9986
0.4293	8.4179	564	0.9838	0.4092	0.9838	0.9919
0.4293	8.4478	566	0.9743	0.4287	0.9743	0.9871
0.4293	8.4776	568	0.9828	0.4303	0.9828	0.9914
0.4293	8.5075	570	0.9837	0.4270	0.9837	0.9918
0.4293	8.5373	572	0.9875	0.4205	0.9875	0.9937
0.4293	8.5672	574	1.0071	0.3811	1.0071	1.0035
0.4293	8.5970	576	1.0264	0.3571	1.0264	1.0131
0.4293	8.6269	578	1.0557	0.3653	1.0557	1.0275
0.4293	8.6567	580	1.0889	0.3611	1.0889	1.0435
0.4293	8.6866	582	1.0953	0.3766	1.0953	1.0466
0.4293	8.7164	584	1.0852	0.3629	1.0852	1.0417
0.4293	8.7463	586	1.0729	0.3653	1.0729	1.0358
0.4293	8.7761	588	1.0626	0.3539	1.0626	1.0308
0.4293	8.8060	590	1.0485	0.3539	1.0485	1.0240
0.4293	8.8358	592	1.0231	0.3676	1.0231	1.0115
0.4293	8.8657	594	0.9890	0.4027	0.9890	0.9945
0.4293	8.8955	596	0.9656	0.4088	0.9656	0.9827
0.4293	8.9254	598	0.9532	0.4239	0.9532	0.9763
0.4293	8.9552	600	0.9539	0.4088	0.9539	0.9767
0.4293	8.9851	602	0.9595	0.4088	0.9595	0.9795
0.4293	9.0149	604	0.9730	0.3837	0.9730	0.9864
0.4293	9.0448	606	0.9795	0.3823	0.9795	0.9897
0.4293	9.0746	608	0.9922	0.3713	0.9922	0.9961
0.4293	9.1045	610	1.0138	0.3676	1.0138	1.0069
0.4293	9.1343	612	1.0301	0.3527	1.0301	1.0149
0.4293	9.1642	614	1.0431	0.3527	1.0431	1.0213
0.4293	9.1940	616	1.0458	0.3527	1.0458	1.0227
0.4293	9.2239	618	1.0359	0.3527	1.0359	1.0178
0.4293	9.2537	620	1.0177	0.3676	1.0177	1.0088
0.4293	9.2836	622	1.0025	0.3713	1.0025	1.0013
0.4293	9.3134	624	0.9830	0.3713	0.9830	0.9914
0.4293	9.3433	626	0.9678	0.3823	0.9678	0.9838
0.4293	9.3731	628	0.9493	0.3740	0.9493	0.9743
0.4293	9.4030	630	0.9359	0.3997	0.9359	0.9674
0.4293	9.4328	632	0.9268	0.4184	0.9268	0.9627
0.4293	9.4627	634	0.9244	0.4184	0.9244	0.9615
0.4293	9.4925	636	0.9264	0.4133	0.9264	0.9625
0.4293	9.5224	638	0.9295	0.4133	0.9295	0.9641
0.4293	9.5522	640	0.9377	0.4066	0.9377	0.9683
0.4293	9.5821	642	0.9473	0.3997	0.9473	0.9733
0.4293	9.6119	644	0.9522	0.3997	0.9522	0.9758
0.4293	9.6418	646	0.9549	0.3997	0.9549	0.9772
0.4293	9.6716	648	0.9604	0.3997	0.9604	0.9800
0.4293	9.7015	650	0.9678	0.4070	0.9678	0.9838
0.4293	9.7313	652	0.9767	0.4070	0.9767	0.9883
0.4293	9.7612	654	0.9832	0.4072	0.9832	0.9916
0.4293	9.7910	656	0.9874	0.4072	0.9874	0.9937
0.4293	9.8209	658	0.9917	0.4072	0.9917	0.9958
0.4293	9.8507	660	0.9969	0.3893	0.9969	0.9984
0.4293	9.8806	662	1.0009	0.3713	1.0009	1.0004
0.4293	9.9104	664	1.0026	0.3676	1.0026	1.0013
0.4293	9.9403	666	1.0028	0.3676	1.0028	1.0014
0.4293	9.9701	668	1.0025	0.3676	1.0025	1.0012
0.4293	10.0	670	1.0024	0.3676	1.0024	1.0012

Framework versions

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