ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k4_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: 0.9184
• Qwk: 0.3639
• Mse: 0.9184
• Rmse: 0.9583

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	0.1	2	4.9988	-0.0240	4.9988	2.2358
No log	0.2	4	2.7603	-0.0375	2.7603	1.6614
No log	0.3	6	1.7733	-0.0161	1.7733	1.3317
No log	0.4	8	1.4549	-0.0076	1.4549	1.2062
No log	0.5	10	1.6009	-0.0522	1.6009	1.2652
No log	0.6	12	1.5557	-0.1687	1.5557	1.2473
No log	0.7	14	1.7431	-0.1452	1.7431	1.3203
No log	0.8	16	1.4909	-0.0432	1.4909	1.2210
No log	0.9	18	1.5428	-0.1448	1.5428	1.2421
No log	1.0	20	1.5211	-0.0478	1.5211	1.2333
No log	1.1	22	1.3432	0.0346	1.3432	1.1590
No log	1.2	24	1.2390	0.0945	1.2390	1.1131
No log	1.3	26	1.2060	0.0847	1.2060	1.0982
No log	1.4	28	1.2112	0.1140	1.2112	1.1005
No log	1.5	30	1.2634	0.1675	1.2634	1.1240
No log	1.6	32	1.3947	0.0811	1.3947	1.1810
No log	1.7	34	1.4665	0.1565	1.4665	1.2110
No log	1.8	36	1.6704	0.1476	1.6704	1.2925
No log	1.9	38	1.8496	0.1741	1.8496	1.3600
No log	2.0	40	1.8895	0.2085	1.8895	1.3746
No log	2.1	42	1.8864	0.1529	1.8864	1.3735
No log	2.2	44	1.5668	0.1857	1.5668	1.2517
No log	2.3	46	1.1966	0.1579	1.1966	1.0939
No log	2.4	48	1.1789	0.0642	1.1789	1.0858
No log	2.5	50	1.2020	0.1180	1.2020	1.0964
No log	2.6	52	1.1538	0.2268	1.1538	1.0741
No log	2.7	54	1.3267	0.1545	1.3267	1.1518
No log	2.8	56	2.0164	0.1732	2.0164	1.4200
No log	2.9	58	1.9932	0.1756	1.9932	1.4118
No log	3.0	60	1.8368	0.1811	1.8368	1.3553
No log	3.1	62	1.5361	0.1904	1.5361	1.2394
No log	3.2	64	1.3149	0.2091	1.3149	1.1467
No log	3.3	66	1.2462	0.1996	1.2462	1.1163
No log	3.4	68	1.3328	0.1347	1.3328	1.1545
No log	3.5	70	1.4074	0.2010	1.4074	1.1863
No log	3.6	72	1.2763	0.1636	1.2763	1.1297
No log	3.7	74	1.1157	0.2988	1.1157	1.0563
No log	3.8	76	1.1080	0.2509	1.1080	1.0526
No log	3.9	78	1.1138	0.3294	1.1138	1.0554
No log	4.0	80	1.2594	0.1529	1.2594	1.1222
No log	4.1	82	1.3517	0.1468	1.3517	1.1626
No log	4.2	84	1.1832	0.2685	1.1832	1.0877
No log	4.3	86	1.1029	0.3780	1.1029	1.0502
No log	4.4	88	1.2077	0.2734	1.2077	1.0989
No log	4.5	90	1.1754	0.2920	1.1754	1.0842
No log	4.6	92	1.1056	0.3976	1.1056	1.0515
No log	4.7	94	1.1867	0.2948	1.1867	1.0894
No log	4.8	96	1.1440	0.2540	1.1440	1.0696
No log	4.9	98	1.1238	0.3104	1.1238	1.0601
No log	5.0	100	1.2414	0.2410	1.2414	1.1142
No log	5.1	102	1.3085	0.2012	1.3085	1.1439
No log	5.2	104	1.2943	0.2007	1.2943	1.1377
No log	5.3	106	1.4817	0.2029	1.4817	1.2173
No log	5.4	108	1.3607	0.1341	1.3607	1.1665
No log	5.5	110	1.2510	0.2191	1.2510	1.1185
No log	5.6	112	1.1611	0.2476	1.1611	1.0776
No log	5.7	114	1.0877	0.3788	1.0877	1.0429
No log	5.8	116	1.0808	0.3891	1.0808	1.0396
No log	5.9	118	1.0750	0.3756	1.0750	1.0368
No log	6.0	120	1.0811	0.3081	1.0811	1.0398
No log	6.1	122	1.2406	0.2593	1.2406	1.1138
No log	6.2	124	1.6278	0.2335	1.6278	1.2758
No log	6.3	126	1.4123	0.2730	1.4123	1.1884
No log	6.4	128	1.0924	0.3865	1.0924	1.0452
No log	6.5	130	1.0285	0.4163	1.0285	1.0142
No log	6.6	132	1.0293	0.4296	1.0293	1.0145
No log	6.7	134	1.0391	0.4842	1.0391	1.0193
No log	6.8	136	1.3286	0.3290	1.3286	1.1526
No log	6.9	138	1.3619	0.2830	1.3619	1.1670
No log	7.0	140	1.0492	0.4606	1.0492	1.0243
No log	7.1	142	0.9977	0.3938	0.9977	0.9989
No log	7.2	144	1.0080	0.4359	1.0080	1.0040
No log	7.3	146	0.9672	0.4256	0.9672	0.9834
No log	7.4	148	1.0288	0.3935	1.0288	1.0143
No log	7.5	150	1.0730	0.3624	1.0730	1.0358
No log	7.6	152	1.0109	0.4211	1.0109	1.0054
No log	7.7	154	1.0155	0.4141	1.0155	1.0077
No log	7.8	156	1.1146	0.4021	1.1146	1.0558
No log	7.9	158	1.3680	0.2836	1.3680	1.1696
No log	8.0	160	1.3819	0.2964	1.3819	1.1756
No log	8.1	162	1.2069	0.3487	1.2069	1.0986
No log	8.2	164	1.0967	0.3232	1.0967	1.0472
No log	8.3	166	1.1769	0.2734	1.1769	1.0848
No log	8.4	168	1.1437	0.2451	1.1437	1.0695
No log	8.5	170	1.1194	0.3286	1.1194	1.0580
No log	8.6	172	1.4776	0.2613	1.4776	1.2156
No log	8.7	174	1.8336	0.2217	1.8336	1.3541
No log	8.8	176	1.6377	0.2558	1.6377	1.2797
No log	8.9	178	1.2129	0.2851	1.2129	1.1013
No log	9.0	180	1.0310	0.3041	1.0310	1.0154
No log	9.1	182	1.0560	0.2741	1.0560	1.0276
No log	9.2	184	1.0336	0.3434	1.0336	1.0167
No log	9.3	186	0.9725	0.2915	0.9725	0.9862
No log	9.4	188	0.9910	0.4137	0.9910	0.9955
No log	9.5	190	1.0672	0.3309	1.0672	1.0331
No log	9.6	192	1.2283	0.3470	1.2283	1.1083
No log	9.7	194	1.0924	0.3912	1.0924	1.0452
No log	9.8	196	0.9244	0.4233	0.9244	0.9614
No log	9.9	198	0.9348	0.3961	0.9348	0.9669
No log	10.0	200	0.9804	0.3434	0.9804	0.9901
No log	10.1	202	0.9836	0.3418	0.9836	0.9918
No log	10.2	204	0.9275	0.3744	0.9275	0.9631
No log	10.3	206	0.9813	0.3572	0.9813	0.9906
No log	10.4	208	1.0106	0.3634	1.0106	1.0053
No log	10.5	210	0.9620	0.4084	0.9620	0.9808
No log	10.6	212	0.9066	0.5343	0.9066	0.9522
No log	10.7	214	0.9015	0.5165	0.9015	0.9495
No log	10.8	216	0.8930	0.5204	0.8930	0.9450
No log	10.9	218	0.9252	0.5261	0.9252	0.9619
No log	11.0	220	1.0721	0.4186	1.0721	1.0354
No log	11.1	222	1.0040	0.4463	1.0040	1.0020
No log	11.2	224	0.8970	0.4521	0.8970	0.9471
No log	11.3	226	1.0064	0.4507	1.0064	1.0032
No log	11.4	228	1.1357	0.3380	1.1357	1.0657
No log	11.5	230	1.0544	0.3380	1.0544	1.0268
No log	11.6	232	0.9147	0.4963	0.9147	0.9564
No log	11.7	234	0.9678	0.4120	0.9678	0.9838
No log	11.8	236	1.0639	0.4325	1.0639	1.0315
No log	11.9	238	0.9915	0.4027	0.9915	0.9957
No log	12.0	240	0.9191	0.4119	0.9191	0.9587
No log	12.1	242	0.9211	0.4691	0.9211	0.9597
No log	12.2	244	0.9281	0.4019	0.9281	0.9634
No log	12.3	246	0.9582	0.3678	0.9582	0.9789
No log	12.4	248	1.0391	0.3557	1.0391	1.0194
No log	12.5	250	1.1631	0.4169	1.1631	1.0785
No log	12.6	252	1.1075	0.3726	1.1075	1.0524
No log	12.7	254	0.9639	0.3944	0.9639	0.9818
No log	12.8	256	0.9409	0.5248	0.9409	0.9700
No log	12.9	258	0.9965	0.4546	0.9965	0.9983
No log	13.0	260	1.0210	0.4546	1.0210	1.0104
No log	13.1	262	0.9924	0.4881	0.9924	0.9962
No log	13.2	264	0.9653	0.4196	0.9653	0.9825
No log	13.3	266	0.9791	0.4176	0.9791	0.9895
No log	13.4	268	0.9698	0.4568	0.9698	0.9848
No log	13.5	270	0.9774	0.4734	0.9774	0.9886
No log	13.6	272	0.9781	0.3930	0.9781	0.9890
No log	13.7	274	0.9891	0.3607	0.9891	0.9945
No log	13.8	276	0.9979	0.4859	0.9979	0.9990
No log	13.9	278	1.0121	0.4823	1.0121	1.0061
No log	14.0	280	1.0038	0.4554	1.0038	1.0019
No log	14.1	282	1.0184	0.3268	1.0184	1.0091
No log	14.2	284	1.0483	0.2896	1.0483	1.0238
No log	14.3	286	1.0136	0.3637	1.0136	1.0068
No log	14.4	288	0.9804	0.3290	0.9804	0.9901
No log	14.5	290	0.9684	0.3290	0.9684	0.9841
No log	14.6	292	0.9609	0.3190	0.9609	0.9803
No log	14.7	294	0.9608	0.2893	0.9608	0.9802
No log	14.8	296	0.9966	0.3666	0.9966	0.9983
No log	14.9	298	0.9982	0.3434	0.9982	0.9991
No log	15.0	300	1.0099	0.3868	1.0099	1.0050
No log	15.1	302	0.9836	0.3948	0.9836	0.9918
No log	15.2	304	0.9893	0.3736	0.9893	0.9947
No log	15.3	306	1.0940	0.3642	1.0940	1.0460
No log	15.4	308	1.1168	0.3595	1.1168	1.0568
No log	15.5	310	1.0663	0.3533	1.0663	1.0326
No log	15.6	312	0.9846	0.3869	0.9846	0.9923
No log	15.7	314	0.9676	0.3780	0.9676	0.9837
No log	15.8	316	1.0167	0.3169	1.0167	1.0083
No log	15.9	318	1.1427	0.2815	1.1427	1.0690
No log	16.0	320	1.1897	0.2857	1.1897	1.0907
No log	16.1	322	1.1459	0.2731	1.1459	1.0705
No log	16.2	324	1.0861	0.2896	1.0861	1.0421
No log	16.3	326	1.0137	0.3504	1.0137	1.0068
No log	16.4	328	0.9913	0.4978	0.9913	0.9956
No log	16.5	330	0.9779	0.4586	0.9779	0.9889
No log	16.6	332	0.9816	0.4626	0.9816	0.9908
No log	16.7	334	0.9718	0.4718	0.9718	0.9858
No log	16.8	336	0.9797	0.4726	0.9797	0.9898
No log	16.9	338	0.9779	0.4736	0.9779	0.9889
No log	17.0	340	0.9771	0.5027	0.9771	0.9885
No log	17.1	342	0.9851	0.5279	0.9851	0.9925
No log	17.2	344	0.9958	0.5279	0.9958	0.9979
No log	17.3	346	1.0020	0.4736	1.0020	1.0010
No log	17.4	348	1.0223	0.4736	1.0223	1.0111
No log	17.5	350	1.0168	0.4218	1.0168	1.0084
No log	17.6	352	1.0816	0.2900	1.0816	1.0400
No log	17.7	354	1.2461	0.2962	1.2461	1.1163
No log	17.8	356	1.2174	0.3108	1.2174	1.1033
No log	17.9	358	1.0665	0.2670	1.0665	1.0327
No log	18.0	360	1.0003	0.3753	1.0003	1.0002
No log	18.1	362	1.0324	0.3602	1.0324	1.0160
No log	18.2	364	1.0108	0.3093	1.0108	1.0054
No log	18.3	366	0.9892	0.3070	0.9892	0.9946
No log	18.4	368	0.9835	0.3483	0.9835	0.9917
No log	18.5	370	0.9842	0.3765	0.9842	0.9921
No log	18.6	372	0.9874	0.3010	0.9874	0.9937
No log	18.7	374	0.9830	0.3775	0.9830	0.9915
No log	18.8	376	0.9871	0.3775	0.9871	0.9935
No log	18.9	378	0.9921	0.4032	0.9921	0.9960
No log	19.0	380	1.0200	0.4032	1.0200	1.0100
No log	19.1	382	1.0340	0.3412	1.0340	1.0169
No log	19.2	384	1.0588	0.2308	1.0588	1.0290
No log	19.3	386	1.0160	0.2637	1.0160	1.0080
No log	19.4	388	0.9556	0.3829	0.9556	0.9775
No log	19.5	390	0.9247	0.3829	0.9247	0.9616
No log	19.6	392	0.9024	0.4491	0.9024	0.9499
No log	19.7	394	0.8816	0.4962	0.8816	0.9389
No log	19.8	396	0.8711	0.4676	0.8711	0.9333
No log	19.9	398	0.8751	0.4396	0.8751	0.9354
No log	20.0	400	0.8564	0.4424	0.8564	0.9254
No log	20.1	402	0.8531	0.4643	0.8531	0.9236
No log	20.2	404	0.8598	0.4548	0.8598	0.9272
No log	20.3	406	0.8900	0.4663	0.8900	0.9434
No log	20.4	408	0.8889	0.4978	0.8889	0.9428
No log	20.5	410	0.8680	0.4705	0.8680	0.9317
No log	20.6	412	0.8957	0.5124	0.8957	0.9464
No log	20.7	414	0.9105	0.5124	0.9105	0.9542
No log	20.8	416	0.8906	0.4418	0.8906	0.9437
No log	20.9	418	0.8925	0.4197	0.8925	0.9447
No log	21.0	420	0.8990	0.3723	0.8990	0.9482
No log	21.1	422	0.8956	0.4118	0.8956	0.9464
No log	21.2	424	0.8928	0.4180	0.8928	0.9449
No log	21.3	426	0.8844	0.4912	0.8844	0.9404
No log	21.4	428	0.8831	0.4491	0.8831	0.9397
No log	21.5	430	0.8882	0.4491	0.8882	0.9424
No log	21.6	432	0.8980	0.3736	0.8980	0.9476
No log	21.7	434	0.9581	0.4224	0.9581	0.9788
No log	21.8	436	0.9732	0.4344	0.9732	0.9865
No log	21.9	438	0.9225	0.4244	0.9225	0.9605
No log	22.0	440	0.9064	0.4591	0.9064	0.9521
No log	22.1	442	0.9203	0.5223	0.9203	0.9593
No log	22.2	444	0.9214	0.4912	0.9214	0.9599
No log	22.3	446	0.9219	0.4691	0.9219	0.9601
No log	22.4	448	0.9327	0.4233	0.9327	0.9658
No log	22.5	450	1.0103	0.3355	1.0103	1.0052
No log	22.6	452	1.0668	0.3402	1.0668	1.0329
No log	22.7	454	1.0050	0.3370	1.0050	1.0025
No log	22.8	456	0.9368	0.3993	0.9368	0.9679
No log	22.9	458	0.9155	0.5058	0.9155	0.9568
No log	23.0	460	0.9210	0.4290	0.9210	0.9597
No log	23.1	462	0.9397	0.4176	0.9397	0.9694
No log	23.2	464	0.9352	0.4011	0.9352	0.9671
No log	23.3	466	0.9260	0.4450	0.9260	0.9623
No log	23.4	468	0.9536	0.4840	0.9536	0.9765
No log	23.5	470	0.9692	0.4595	0.9692	0.9845
No log	23.6	472	0.9584	0.4620	0.9584	0.9790
No log	23.7	474	0.9630	0.4141	0.9630	0.9813
No log	23.8	476	0.9469	0.4141	0.9469	0.9731
No log	23.9	478	0.9411	0.3363	0.9411	0.9701
No log	24.0	480	0.9506	0.3646	0.9506	0.9750
No log	24.1	482	0.9310	0.4232	0.9310	0.9649
No log	24.2	484	0.9154	0.4385	0.9154	0.9568
No log	24.3	486	0.8999	0.4760	0.8999	0.9487
No log	24.4	488	0.8983	0.4902	0.8983	0.9478
No log	24.5	490	0.8954	0.4454	0.8954	0.9462
No log	24.6	492	0.8959	0.4159	0.8959	0.9465
No log	24.7	494	0.8975	0.3337	0.8975	0.9474
No log	24.8	496	0.9108	0.3787	0.9108	0.9543
No log	24.9	498	0.9169	0.3787	0.9169	0.9576
0.3516	25.0	500	0.9209	0.3890	0.9209	0.9596
0.3516	25.1	502	0.9112	0.3890	0.9112	0.9546
0.3516	25.2	504	0.9005	0.4282	0.9005	0.9489
0.3516	25.3	506	0.8915	0.4282	0.8915	0.9442
0.3516	25.4	508	0.8883	0.4491	0.8883	0.9425
0.3516	25.5	510	0.8918	0.3965	0.8918	0.9444
0.3516	25.6	512	0.9240	0.3723	0.9240	0.9613
0.3516	25.7	514	0.9237	0.3850	0.9237	0.9611
0.3516	25.8	516	0.8864	0.3908	0.8864	0.9415
0.3516	25.9	518	0.8779	0.4519	0.8779	0.9370
0.3516	26.0	520	0.9072	0.4620	0.9072	0.9525
0.3516	26.1	522	0.9084	0.4620	0.9084	0.9531
0.3516	26.2	524	0.8871	0.4620	0.8871	0.9418
0.3516	26.3	526	0.8785	0.4197	0.8785	0.9373
0.3516	26.4	528	0.8920	0.4042	0.8920	0.9444
0.3516	26.5	530	0.8856	0.3908	0.8856	0.9411
0.3516	26.6	532	0.8659	0.4801	0.8659	0.9305
0.3516	26.7	534	0.8808	0.5107	0.8808	0.9385
0.3516	26.8	536	0.9009	0.4898	0.9009	0.9492
0.3516	26.9	538	0.9277	0.4418	0.9277	0.9632
0.3516	27.0	540	0.9462	0.4180	0.9462	0.9727
0.3516	27.1	542	0.9492	0.4180	0.9492	0.9743
0.3516	27.2	544	0.9338	0.4180	0.9338	0.9663
0.3516	27.3	546	0.9104	0.4180	0.9104	0.9542
0.3516	27.4	548	0.8955	0.4159	0.8955	0.9463
0.3516	27.5	550	0.9345	0.3705	0.9345	0.9667
0.3516	27.6	552	0.9697	0.3355	0.9697	0.9848
0.3516	27.7	554	0.9198	0.3705	0.9198	0.9591
0.3516	27.8	556	0.8681	0.4995	0.8681	0.9317
0.3516	27.9	558	0.8903	0.4931	0.8903	0.9436
0.3516	28.0	560	0.8858	0.4711	0.8858	0.9412
0.3516	28.1	562	0.8784	0.3641	0.8784	0.9372
0.3516	28.2	564	0.8868	0.4036	0.8868	0.9417
0.3516	28.3	566	0.8945	0.4118	0.8945	0.9458
0.3516	28.4	568	0.8848	0.4118	0.8848	0.9407
0.3516	28.5	570	0.8743	0.4243	0.8743	0.9350
0.3516	28.6	572	0.9226	0.4931	0.9226	0.9605
0.3516	28.7	574	0.9549	0.4553	0.9549	0.9772
0.3516	28.8	576	0.9180	0.4931	0.9180	0.9581
0.3516	28.9	578	0.8886	0.4219	0.8886	0.9427
0.3516	29.0	580	0.9606	0.3546	0.9606	0.9801
0.3516	29.1	582	1.0502	0.3500	1.0502	1.0248
0.3516	29.2	584	1.0599	0.3347	1.0599	1.0295
0.3516	29.3	586	0.9863	0.3243	0.9863	0.9931
0.3516	29.4	588	0.9065	0.4361	0.9065	0.9521
0.3516	29.5	590	0.8909	0.5421	0.8909	0.9439
0.3516	29.6	592	0.9335	0.4672	0.9335	0.9662
0.3516	29.7	594	1.0259	0.4507	1.0259	1.0129
0.3516	29.8	596	1.0656	0.4045	1.0656	1.0323
0.3516	29.9	598	1.0004	0.4328	1.0004	1.0002
0.3516	30.0	600	0.9253	0.5062	0.9253	0.9619
0.3516	30.1	602	0.9012	0.4321	0.9012	0.9493
0.3516	30.2	604	0.9899	0.3226	0.9899	0.9950
0.3516	30.3	606	1.1151	0.3665	1.1151	1.0560
0.3516	30.4	608	1.1597	0.3898	1.1597	1.0769
0.3516	30.5	610	1.0955	0.3384	1.0955	1.0467
0.3516	30.6	612	0.9825	0.3715	0.9825	0.9912
0.3516	30.7	614	0.8798	0.4885	0.8798	0.9380
0.3516	30.8	616	0.8733	0.5203	0.8733	0.9345
0.3516	30.9	618	0.8950	0.4681	0.8950	0.9461
0.3516	31.0	620	0.9144	0.4711	0.9144	0.9563
0.3516	31.1	622	0.9496	0.4439	0.9496	0.9745
0.3516	31.2	624	0.9446	0.3448	0.9446	0.9719
0.3516	31.3	626	0.9297	0.3744	0.9297	0.9642
0.3516	31.4	628	0.9071	0.3787	0.9071	0.9524
0.3516	31.5	630	0.8947	0.4393	0.8947	0.9459
0.3516	31.6	632	0.8840	0.4294	0.8840	0.9402
0.3516	31.7	634	0.8664	0.4328	0.8664	0.9308
0.3516	31.8	636	0.8540	0.4978	0.8540	0.9241
0.3516	31.9	638	0.8636	0.5069	0.8636	0.9293
0.3516	32.0	640	0.8801	0.5407	0.8801	0.9381
0.3516	32.1	642	0.8927	0.5631	0.8927	0.9448
0.3516	32.2	644	0.9065	0.4783	0.9065	0.9521
0.3516	32.3	646	0.9251	0.4068	0.9251	0.9618
0.3516	32.4	648	0.9457	0.3761	0.9457	0.9724
0.3516	32.5	650	0.9580	0.3314	0.9580	0.9788
0.3516	32.6	652	0.9994	0.3111	0.9994	0.9997
0.3516	32.7	654	0.9821	0.3137	0.9821	0.9910
0.3516	32.8	656	0.9230	0.3913	0.9230	0.9607
0.3516	32.9	658	0.9030	0.3913	0.9030	0.9502
0.3516	33.0	660	0.8940	0.4233	0.8940	0.9455
0.3516	33.1	662	0.8933	0.4233	0.8933	0.9452
0.3516	33.2	664	0.8981	0.3913	0.8981	0.9477
0.3516	33.3	666	0.9165	0.4030	0.9165	0.9573
0.3516	33.4	668	0.9487	0.4137	0.9487	0.9740
0.3516	33.5	670	0.9398	0.3967	0.9398	0.9695
0.3516	33.6	672	0.9333	0.4015	0.9333	0.9661
0.3516	33.7	674	0.9025	0.4672	0.9025	0.9500
0.3516	33.8	676	0.9007	0.4120	0.9007	0.9491
0.3516	33.9	678	0.8766	0.5489	0.8766	0.9363
0.3516	34.0	680	0.8758	0.5178	0.8758	0.9359
0.3516	34.1	682	0.8857	0.4548	0.8857	0.9411
0.3516	34.2	684	0.9056	0.4007	0.9056	0.9516
0.3516	34.3	686	0.9153	0.3913	0.9153	0.9567
0.3516	34.4	688	0.9095	0.4328	0.9095	0.9537
0.3516	34.5	690	0.9074	0.4418	0.9074	0.9526
0.3516	34.6	692	0.9190	0.4745	0.9190	0.9587
0.3516	34.7	694	0.9249	0.4745	0.9249	0.9617
0.3516	34.8	696	0.9141	0.4745	0.9141	0.9561
0.3516	34.9	698	0.9027	0.4318	0.9027	0.9501
0.3516	35.0	700	0.9078	0.4023	0.9078	0.9528
0.3516	35.1	702	0.9091	0.3692	0.9091	0.9535
0.3516	35.2	704	0.9080	0.3692	0.9080	0.9529
0.3516	35.3	706	0.9030	0.4455	0.9030	0.9502
0.3516	35.4	708	0.9022	0.4681	0.9022	0.9498
0.3516	35.5	710	0.9091	0.4159	0.9091	0.9535
0.3516	35.6	712	0.9143	0.4159	0.9143	0.9562
0.3516	35.7	714	0.9190	0.3692	0.9190	0.9587
0.3516	35.8	716	0.9165	0.3639	0.9165	0.9573
0.3516	35.9	718	0.9199	0.4385	0.9199	0.9591
0.3516	36.0	720	0.9235	0.4845	0.9235	0.9610
0.3516	36.1	722	0.9247	0.4845	0.9247	0.9616
0.3516	36.2	724	0.9235	0.4385	0.9235	0.9610
0.3516	36.3	726	0.9211	0.4079	0.9211	0.9597
0.3516	36.4	728	0.9210	0.3738	0.9210	0.9597
0.3516	36.5	730	0.9268	0.3738	0.9268	0.9627
0.3516	36.6	732	0.9363	0.3443	0.9363	0.9676
0.3516	36.7	734	0.9332	0.3346	0.9332	0.9660
0.3516	36.8	736	0.9184	0.3639	0.9184	0.9583

Framework versions

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