ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_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: 1.0110
• Qwk: 0.3237
• Mse: 1.0110
• Rmse: 1.0055

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	0.0455	2	4.5831	-0.0132	4.5831	2.1408
No log	0.0909	4	2.7317	-0.0187	2.7317	1.6528
No log	0.1364	6	2.0388	0.0041	2.0388	1.4279
No log	0.1818	8	1.7721	0.0142	1.7721	1.3312
No log	0.2273	10	1.6874	-0.0271	1.6874	1.2990
No log	0.2727	12	1.8689	0.0324	1.8689	1.3671
No log	0.3182	14	1.6746	0.0438	1.6746	1.2941
No log	0.3636	16	1.5405	0.0398	1.5405	1.2412
No log	0.4091	18	1.2088	0.1113	1.2088	1.0995
No log	0.4545	20	1.1732	0.1407	1.1732	1.0831
No log	0.5	22	1.2959	0.2169	1.2959	1.1384
No log	0.5455	24	1.6188	0.1475	1.6188	1.2723
No log	0.5909	26	1.5766	0.1505	1.5766	1.2556
No log	0.6364	28	1.6656	0.1585	1.6656	1.2906
No log	0.6818	30	1.9561	0.0800	1.9561	1.3986
No log	0.7273	32	1.8988	0.1225	1.8988	1.3780
No log	0.7727	34	2.1450	0.0112	2.1450	1.4646
No log	0.8182	36	2.7782	0.0793	2.7782	1.6668
No log	0.8636	38	2.8330	0.0722	2.8330	1.6832
No log	0.9091	40	1.9008	0.0773	1.9008	1.3787
No log	0.9545	42	1.3191	0.2915	1.3191	1.1485
No log	1.0	44	1.2453	0.2890	1.2453	1.1159
No log	1.0455	46	1.5066	0.2706	1.5066	1.2275
No log	1.0909	48	1.8121	0.1972	1.8121	1.3461
No log	1.1364	50	1.7106	0.2419	1.7106	1.3079
No log	1.1818	52	1.7115	0.2739	1.7115	1.3082
No log	1.2273	54	1.6386	0.3551	1.6386	1.2801
No log	1.2727	56	1.2977	0.3613	1.2977	1.1392
No log	1.3182	58	1.0823	0.3841	1.0823	1.0403
No log	1.3636	60	1.2275	0.3849	1.2275	1.1079
No log	1.4091	62	1.2537	0.3849	1.2537	1.1197
No log	1.4545	64	1.1416	0.4280	1.1416	1.0685
No log	1.5	66	1.0331	0.5036	1.0331	1.0164
No log	1.5455	68	1.0299	0.5036	1.0299	1.0148
No log	1.5909	70	1.0938	0.4142	1.0938	1.0459
No log	1.6364	72	1.1617	0.3160	1.1617	1.0778
No log	1.6818	74	1.0882	0.3568	1.0882	1.0432
No log	1.7273	76	1.0816	0.3506	1.0816	1.0400
No log	1.7727	78	1.0256	0.4321	1.0256	1.0127
No log	1.8182	80	1.0432	0.4264	1.0432	1.0214
No log	1.8636	82	1.1938	0.3125	1.1938	1.0926
No log	1.9091	84	1.6319	0.3081	1.6319	1.2775
No log	1.9545	86	1.5185	0.3966	1.5185	1.2323
No log	2.0	88	1.3152	0.3684	1.3152	1.1468
No log	2.0455	90	1.4320	0.3474	1.4320	1.1967
No log	2.0909	92	1.5504	0.3320	1.5504	1.2452
No log	2.1364	94	1.2182	0.3429	1.2182	1.1037
No log	2.1818	96	1.1124	0.3512	1.1124	1.0547
No log	2.2273	98	1.0280	0.3534	1.0280	1.0139
No log	2.2727	100	0.9540	0.4026	0.9540	0.9767
No log	2.3182	102	0.9675	0.3707	0.9675	0.9836
No log	2.3636	104	1.1760	0.3559	1.1760	1.0844
No log	2.4091	106	1.2929	0.4246	1.2929	1.1370
No log	2.4545	108	1.0799	0.3670	1.0799	1.0392
No log	2.5	110	1.0588	0.3949	1.0588	1.0290
No log	2.5455	112	1.3316	0.3990	1.3316	1.1539
No log	2.5909	114	1.4174	0.3638	1.4174	1.1905
No log	2.6364	116	1.2127	0.3502	1.2127	1.1012
No log	2.6818	118	1.2207	0.3502	1.2207	1.1048
No log	2.7273	120	1.2374	0.3103	1.2374	1.1124
No log	2.7727	122	0.9928	0.4211	0.9928	0.9964
No log	2.8182	124	0.9746	0.4146	0.9746	0.9872
No log	2.8636	126	0.9855	0.3675	0.9855	0.9927
No log	2.9091	128	1.4196	0.3390	1.4196	1.1915
No log	2.9545	130	1.7593	0.2692	1.7593	1.3264
No log	3.0	132	1.4184	0.3234	1.4184	1.1910
No log	3.0455	134	1.1101	0.4301	1.1101	1.0536
No log	3.0909	136	1.1776	0.4527	1.1776	1.0852
No log	3.1364	138	1.4438	0.3792	1.4438	1.2016
No log	3.1818	140	1.3884	0.4067	1.3884	1.1783
No log	3.2273	142	1.1464	0.3880	1.1464	1.0707
No log	3.2727	144	1.1466	0.4093	1.1466	1.0708
No log	3.3182	146	1.1910	0.3064	1.1910	1.0913
No log	3.3636	148	1.0971	0.3074	1.0971	1.0474
No log	3.4091	150	1.0463	0.4064	1.0463	1.0229
No log	3.4545	152	1.0944	0.2871	1.0944	1.0461
No log	3.5	154	1.2781	0.3307	1.2781	1.1305
No log	3.5455	156	1.2021	0.3323	1.2021	1.0964
No log	3.5909	158	1.1774	0.2881	1.1774	1.0851
No log	3.6364	160	1.1228	0.3644	1.1228	1.0596
No log	3.6818	162	1.2459	0.3143	1.2459	1.1162
No log	3.7273	164	1.1104	0.4336	1.1104	1.0537
No log	3.7727	166	1.0698	0.3917	1.0698	1.0343
No log	3.8182	168	1.1701	0.2983	1.1701	1.0817
No log	3.8636	170	1.0230	0.4498	1.0230	1.0114
No log	3.9091	172	1.0326	0.4157	1.0326	1.0162
No log	3.9545	174	1.0116	0.3736	1.0116	1.0058
No log	4.0	176	0.9925	0.3454	0.9925	0.9963
No log	4.0455	178	0.9948	0.3311	0.9948	0.9974
No log	4.0909	180	1.1336	0.2985	1.1336	1.0647
No log	4.1364	182	1.6007	0.3139	1.6007	1.2652
No log	4.1818	184	1.6483	0.2717	1.6483	1.2839
No log	4.2273	186	1.2363	0.3071	1.2363	1.1119
No log	4.2727	188	0.9730	0.3715	0.9730	0.9864
No log	4.3182	190	1.0878	0.3830	1.0878	1.0430
No log	4.3636	192	1.0615	0.4166	1.0615	1.0303
No log	4.4091	194	0.9349	0.4409	0.9349	0.9669
No log	4.4545	196	1.1362	0.3584	1.1362	1.0659
No log	4.5	198	1.3261	0.3595	1.3261	1.1516
No log	4.5455	200	1.1504	0.3676	1.1504	1.0726
No log	4.5909	202	0.9231	0.4011	0.9231	0.9608
No log	4.6364	204	0.9313	0.4340	0.9313	0.9650
No log	4.6818	206	0.9110	0.4045	0.9110	0.9545
No log	4.7273	208	0.9896	0.3897	0.9896	0.9948
No log	4.7727	210	1.5736	0.2853	1.5736	1.2544
No log	4.8182	212	1.9803	0.2878	1.9803	1.4072
No log	4.8636	214	1.8113	0.2832	1.8113	1.3459
No log	4.9091	216	1.2443	0.3902	1.2443	1.1155
No log	4.9545	218	0.9548	0.4715	0.9548	0.9771
No log	5.0	220	0.8731	0.5027	0.8731	0.9344
No log	5.0455	222	0.8797	0.4233	0.8797	0.9379
No log	5.0909	224	0.9856	0.3972	0.9856	0.9928
No log	5.1364	226	1.0276	0.3653	1.0276	1.0137
No log	5.1818	228	0.9434	0.3806	0.9434	0.9713
No log	5.2273	230	0.9068	0.3583	0.9068	0.9522
No log	5.2727	232	0.8977	0.4244	0.8977	0.9475
No log	5.3182	234	0.9090	0.3813	0.9090	0.9534
No log	5.3636	236	1.1062	0.3449	1.1062	1.0518
No log	5.4091	238	1.1630	0.3538	1.1630	1.0784
No log	5.4545	240	0.9787	0.4481	0.9787	0.9893
No log	5.5	242	0.9030	0.4529	0.9030	0.9503
No log	5.5455	244	0.8946	0.4859	0.8946	0.9459
No log	5.5909	246	0.9193	0.4270	0.9193	0.9588
No log	5.6364	248	1.0365	0.3755	1.0365	1.0181
No log	5.6818	250	1.0237	0.3755	1.0237	1.0118
No log	5.7273	252	0.9919	0.4191	0.9919	0.9959
No log	5.7727	254	0.8977	0.4100	0.8977	0.9475
No log	5.8182	256	0.8735	0.4705	0.8735	0.9346
No log	5.8636	258	0.8698	0.4256	0.8698	0.9326
No log	5.9091	260	0.8622	0.4023	0.8622	0.9285
No log	5.9545	262	0.9420	0.4103	0.9420	0.9706
No log	6.0	264	1.0032	0.4154	1.0032	1.0016
No log	6.0455	266	0.9184	0.3723	0.9184	0.9583
No log	6.0909	268	0.8838	0.4686	0.8838	0.9401
No log	6.1364	270	0.8802	0.4977	0.8802	0.9382
No log	6.1818	272	0.8966	0.4811	0.8966	0.9469
No log	6.2273	274	0.9284	0.4568	0.9284	0.9635
No log	6.2727	276	0.8843	0.4865	0.8843	0.9404
No log	6.3182	278	0.9706	0.3735	0.9706	0.9852
No log	6.3636	280	1.1681	0.3571	1.1681	1.0808
No log	6.4091	282	1.2110	0.3865	1.2110	1.1004
No log	6.4545	284	1.0179	0.3605	1.0179	1.0089
No log	6.5	286	0.9302	0.4176	0.9302	0.9645
No log	6.5455	288	0.9192	0.3733	0.9192	0.9587
No log	6.5909	290	0.9833	0.2654	0.9833	0.9916
No log	6.6364	292	0.9972	0.2424	0.9972	0.9986
No log	6.6818	294	0.9932	0.2469	0.9932	0.9966
No log	6.7273	296	0.9724	0.2469	0.9724	0.9861
No log	6.7727	298	0.9284	0.3780	0.9284	0.9635
No log	6.8182	300	0.9108	0.5300	0.9108	0.9544
No log	6.8636	302	0.9374	0.5045	0.9374	0.9682
No log	6.9091	304	0.9464	0.4685	0.9464	0.9728
No log	6.9545	306	1.0300	0.3453	1.0300	1.0149
No log	7.0	308	1.1323	0.3370	1.1323	1.0641
No log	7.0455	310	1.2178	0.3550	1.2178	1.1035
No log	7.0909	312	1.1102	0.3410	1.1102	1.0537
No log	7.1364	314	0.9361	0.3504	0.9361	0.9675
No log	7.1818	316	0.9226	0.4982	0.9226	0.9605
No log	7.2273	318	1.0300	0.4128	1.0300	1.0149
No log	7.2727	320	0.9964	0.4034	0.9964	0.9982
No log	7.3182	322	0.9229	0.3847	0.9229	0.9607
No log	7.3636	324	0.9493	0.2843	0.9493	0.9743
No log	7.4091	326	1.0542	0.2382	1.0542	1.0267
No log	7.4545	328	1.0506	0.2549	1.0506	1.0250
No log	7.5	330	0.9629	0.2964	0.9629	0.9813
No log	7.5455	332	0.9303	0.4077	0.9303	0.9645
No log	7.5909	334	0.9343	0.4780	0.9343	0.9666
No log	7.6364	336	0.9399	0.5143	0.9399	0.9695
No log	7.6818	338	0.9560	0.4181	0.9560	0.9778
No log	7.7273	340	0.9676	0.4359	0.9676	0.9837
No log	7.7727	342	0.9789	0.3427	0.9789	0.9894
No log	7.8182	344	0.9786	0.3719	0.9786	0.9892
No log	7.8636	346	0.9740	0.4075	0.9740	0.9869
No log	7.9091	348	0.9565	0.4180	0.9565	0.9780
No log	7.9545	350	0.9565	0.4039	0.9565	0.9780
No log	8.0	352	0.9546	0.4280	0.9546	0.9770
No log	8.0455	354	0.9685	0.3263	0.9685	0.9841
No log	8.0909	356	0.9696	0.3652	0.9696	0.9847
No log	8.1364	358	0.9723	0.3615	0.9723	0.9861
No log	8.1818	360	0.9937	0.3572	0.9937	0.9968
No log	8.2273	362	0.9894	0.3947	0.9894	0.9947
No log	8.2727	364	0.9512	0.3771	0.9512	0.9753
No log	8.3182	366	0.9571	0.4002	0.9571	0.9783
No log	8.3636	368	0.9488	0.4002	0.9488	0.9741
No log	8.4091	370	0.9437	0.4220	0.9437	0.9714
No log	8.4545	372	0.9552	0.4016	0.9552	0.9773
No log	8.5	374	0.9449	0.4220	0.9449	0.9721
No log	8.5455	376	0.9413	0.3652	0.9413	0.9702
No log	8.5909	378	0.9609	0.4104	0.9609	0.9802
No log	8.6364	380	0.9520	0.4143	0.9520	0.9757
No log	8.6818	382	0.9277	0.4326	0.9277	0.9632
No log	8.7273	384	0.9211	0.4454	0.9211	0.9598
No log	8.7727	386	0.9082	0.4316	0.9082	0.9530
No log	8.8182	388	0.9161	0.4039	0.9161	0.9571
No log	8.8636	390	0.9219	0.4079	0.9219	0.9602
No log	8.9091	392	0.9794	0.3149	0.9794	0.9897
No log	8.9545	394	1.0090	0.3226	1.0090	1.0045
No log	9.0	396	1.0183	0.3605	1.0183	1.0091
No log	9.0455	398	0.9642	0.3768	0.9642	0.9819
No log	9.0909	400	0.9264	0.4686	0.9264	0.9625
No log	9.1364	402	0.9170	0.4084	0.9170	0.9576
No log	9.1818	404	0.9194	0.4079	0.9194	0.9589
No log	9.2273	406	0.9441	0.3338	0.9441	0.9716
No log	9.2727	408	0.9236	0.3765	0.9236	0.9610
No log	9.3182	410	0.8959	0.4120	0.8959	0.9465
No log	9.3636	412	0.8910	0.4313	0.8910	0.9439
No log	9.4091	414	0.8985	0.4993	0.8985	0.9479
No log	9.4545	416	0.9627	0.3975	0.9627	0.9812
No log	9.5	418	1.0297	0.4032	1.0297	1.0147
No log	9.5455	420	0.9870	0.4008	0.9870	0.9935
No log	9.5909	422	0.9496	0.3719	0.9496	0.9745
No log	9.6364	424	0.9267	0.3584	0.9267	0.9627
No log	9.6818	426	0.9397	0.3847	0.9397	0.9694
No log	9.7273	428	0.9546	0.3448	0.9546	0.9770
No log	9.7727	430	0.9356	0.3744	0.9356	0.9673
No log	9.8182	432	0.9389	0.3310	0.9389	0.9690
No log	9.8636	434	0.9526	0.3338	0.9526	0.9760
No log	9.9091	436	0.9326	0.3338	0.9326	0.9657
No log	9.9545	438	0.8861	0.4609	0.8861	0.9414
No log	10.0	440	0.8808	0.4534	0.8808	0.9385
No log	10.0455	442	0.8825	0.4603	0.8825	0.9394
No log	10.0909	444	0.8793	0.4181	0.8793	0.9377
No log	10.1364	446	0.8902	0.4526	0.8902	0.9435
No log	10.1818	448	0.9174	0.3821	0.9174	0.9578
No log	10.2273	450	0.9449	0.3559	0.9449	0.9721
No log	10.2727	452	0.9286	0.3771	0.9286	0.9636
No log	10.3182	454	0.9371	0.3909	0.9371	0.9680
No log	10.3636	456	0.9511	0.3956	0.9511	0.9752
No log	10.4091	458	0.9360	0.3814	0.9360	0.9675
No log	10.4545	460	0.9215	0.4423	0.9215	0.9600
No log	10.5	462	0.9491	0.3908	0.9491	0.9742
No log	10.5455	464	1.0765	0.3478	1.0765	1.0375
No log	10.5909	466	1.1397	0.2963	1.1397	1.0676
No log	10.6364	468	1.0725	0.2876	1.0725	1.0356
No log	10.6818	470	0.9722	0.3681	0.9722	0.9860
No log	10.7273	472	0.9655	0.3943	0.9655	0.9826
No log	10.7727	474	0.9759	0.3829	0.9759	0.9879
No log	10.8182	476	1.0381	0.3074	1.0381	1.0189
No log	10.8636	478	1.0388	0.2779	1.0388	1.0192
No log	10.9091	480	0.9869	0.3399	0.9869	0.9934
No log	10.9545	482	0.9857	0.3685	0.9857	0.9928
No log	11.0	484	0.9848	0.3787	0.9848	0.9924
No log	11.0455	486	0.9778	0.3685	0.9778	0.9888
No log	11.0909	488	0.9720	0.3250	0.9720	0.9859
No log	11.1364	490	0.9541	0.3925	0.9541	0.9768
No log	11.1818	492	0.9459	0.3753	0.9459	0.9726
No log	11.2273	494	0.9378	0.3753	0.9378	0.9684
No log	11.2727	496	0.9279	0.3723	0.9279	0.9633
No log	11.3182	498	0.9325	0.3529	0.9325	0.9657
0.3104	11.3636	500	0.9604	0.3243	0.9604	0.9800
0.3104	11.4091	502	0.9638	0.3243	0.9638	0.9817
0.3104	11.4545	504	0.9249	0.3199	0.9249	0.9617
0.3104	11.5	506	0.9144	0.4324	0.9144	0.9562
0.3104	11.5455	508	0.9344	0.3086	0.9344	0.9666
0.3104	11.5909	510	0.9523	0.2747	0.9523	0.9759
0.3104	11.6364	512	0.9976	0.2685	0.9976	0.9988
0.3104	11.6818	514	1.0581	0.2806	1.0581	1.0286
0.3104	11.7273	516	1.1710	0.3275	1.1710	1.0821
0.3104	11.7727	518	1.1154	0.3410	1.1154	1.0561
0.3104	11.8182	520	0.9866	0.3448	0.9866	0.9933
0.3104	11.8636	522	0.9580	0.4388	0.9580	0.9788
0.3104	11.9091	524	0.9559	0.4548	0.9559	0.9777
0.3104	11.9545	526	0.9439	0.4257	0.9439	0.9715
0.3104	12.0	528	0.9936	0.2417	0.9936	0.9968
0.3104	12.0455	530	1.0242	0.2961	1.0242	1.0120
0.3104	12.0909	532	0.9517	0.2939	0.9517	0.9756
0.3104	12.1364	534	0.9008	0.4455	0.9008	0.9491
0.3104	12.1818	536	0.8966	0.4455	0.8966	0.9469
0.3104	12.2273	538	0.9210	0.4242	0.9210	0.9597
0.3104	12.2727	540	0.9022	0.4620	0.9022	0.9498
0.3104	12.3182	542	0.8754	0.4257	0.8754	0.9357
0.3104	12.3636	544	0.9397	0.3850	0.9397	0.9694
0.3104	12.4091	546	1.0901	0.3439	1.0901	1.0441
0.3104	12.4545	548	1.0279	0.4137	1.0279	1.0139
0.3104	12.5	550	0.9006	0.3869	0.9006	0.9490
0.3104	12.5455	552	0.8741	0.4257	0.8741	0.9349
0.3104	12.5909	554	0.8803	0.5080	0.8803	0.9383
0.3104	12.6364	556	0.8634	0.5080	0.8634	0.9292
0.3104	12.6818	558	0.8448	0.4485	0.8448	0.9191
0.3104	12.7273	560	0.8691	0.4019	0.8691	0.9323
0.3104	12.7727	562	0.8693	0.3830	0.8693	0.9324
0.3104	12.8182	564	0.8822	0.4385	0.8822	0.9393
0.3104	12.8636	566	0.9100	0.4385	0.9100	0.9540
0.3104	12.9091	568	0.9172	0.4140	0.9172	0.9577
0.3104	12.9545	570	0.9137	0.3830	0.9137	0.9559
0.3104	13.0	572	0.9697	0.3714	0.9697	0.9847
0.3104	13.0455	574	0.9870	0.4136	0.9870	0.9935
0.3104	13.0909	576	0.9649	0.4068	0.9649	0.9823
0.3104	13.1364	578	0.9927	0.4256	0.9927	0.9964
0.3104	13.1818	580	0.9565	0.4454	0.9565	0.9780
0.3104	13.2273	582	0.9143	0.4415	0.9143	0.9562
0.3104	13.2727	584	0.9219	0.3205	0.9219	0.9601
0.3104	13.3182	586	0.9357	0.3478	0.9357	0.9673
0.3104	13.3636	588	0.9543	0.3217	0.9543	0.9769
0.3104	13.4091	590	0.9463	0.2763	0.9463	0.9728
0.3104	13.4545	592	0.9668	0.2963	0.9668	0.9833
0.3104	13.5	594	1.0048	0.3365	1.0048	1.0024
0.3104	13.5455	596	0.9752	0.2618	0.9752	0.9875
0.3104	13.5909	598	0.9394	0.3728	0.9394	0.9692
0.3104	13.6364	600	0.9375	0.3838	0.9375	0.9683
0.3104	13.6818	602	0.9411	0.3920	0.9411	0.9701
0.3104	13.7273	604	0.9913	0.3887	0.9913	0.9956
0.3104	13.7727	606	1.0534	0.4048	1.0534	1.0264
0.3104	13.8182	608	1.0244	0.4048	1.0244	1.0121
0.3104	13.8636	610	0.9593	0.3476	0.9593	0.9794
0.3104	13.9091	612	0.9462	0.3390	0.9462	0.9727
0.3104	13.9545	614	0.9409	0.3885	0.9409	0.9700
0.3104	14.0	616	0.9433	0.4023	0.9433	0.9712
0.3104	14.0455	618	0.9579	0.4007	0.9579	0.9787
0.3104	14.0909	620	1.0089	0.3624	1.0089	1.0044
0.3104	14.1364	622	1.0274	0.3744	1.0274	1.0136
0.3104	14.1818	624	0.9965	0.2618	0.9965	0.9983
0.3104	14.2273	626	0.9830	0.3230	0.9830	0.9915
0.3104	14.2727	628	0.9808	0.3327	0.9808	0.9903
0.3104	14.3182	630	0.9781	0.3337	0.9781	0.9890
0.3104	14.3636	632	0.9857	0.2618	0.9857	0.9928
0.3104	14.4091	634	1.0327	0.2718	1.0327	1.0162
0.3104	14.4545	636	1.0306	0.2796	1.0306	1.0152
0.3104	14.5	638	0.9673	0.3154	0.9673	0.9835
0.3104	14.5455	640	0.9534	0.3692	0.9534	0.9764
0.3104	14.5909	642	0.9714	0.2892	0.9714	0.9856
0.3104	14.6364	644	1.0292	0.2622	1.0292	1.0145
0.3104	14.6818	646	1.0382	0.2622	1.0382	1.0189
0.3104	14.7273	648	0.9798	0.2716	0.9798	0.9899
0.3104	14.7727	650	1.0054	0.3363	1.0054	1.0027
0.3104	14.8182	652	1.0687	0.3738	1.0687	1.0338
0.3104	14.8636	654	1.0683	0.3738	1.0683	1.0336
0.3104	14.9091	656	1.0174	0.3796	1.0174	1.0086
0.3104	14.9545	658	1.0409	0.2476	1.0409	1.0202
0.3104	15.0	660	1.2323	0.2918	1.2323	1.1101
0.3104	15.0455	662	1.4457	0.3269	1.4457	1.2024
0.3104	15.0909	664	1.4333	0.3540	1.4333	1.1972
0.3104	15.1364	666	1.2502	0.3108	1.2502	1.1181
0.3104	15.1818	668	1.0230	0.2796	1.0230	1.0114
0.3104	15.2273	670	0.9665	0.3695	0.9665	0.9831
0.3104	15.2727	672	0.9833	0.4142	0.9833	0.9916
0.3104	15.3182	674	0.9656	0.3787	0.9656	0.9827
0.3104	15.3636	676	0.9500	0.3525	0.9500	0.9747
0.3104	15.4091	678	0.9670	0.3256	0.9670	0.9834
0.3104	15.4545	680	1.0171	0.3078	1.0171	1.0085
0.3104	15.5	682	1.0362	0.2657	1.0362	1.0179
0.3104	15.5455	684	0.9992	0.2654	0.9992	0.9996
0.3104	15.5909	686	0.9900	0.2732	0.9900	0.9950
0.3104	15.6364	688	1.0110	0.3237	1.0110	1.0055

Framework versions

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