ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_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: 1.1851
• Qwk: 0.0987
• Mse: 1.1851
• Rmse: 1.0886

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	0.0833	2	4.0043	-0.0032	4.0043	2.0011
No log	0.1667	4	2.3116	0.0203	2.3116	1.5204
No log	0.25	6	1.6665	0.0181	1.6665	1.2909
No log	0.3333	8	1.1083	0.2023	1.1083	1.0528
No log	0.4167	10	1.0489	0.2564	1.0489	1.0242
No log	0.5	12	1.0011	0.2515	1.0011	1.0005
No log	0.5833	14	0.9898	0.3310	0.9898	0.9949
No log	0.6667	16	1.0039	0.3310	1.0039	1.0019
No log	0.75	18	1.0304	0.2787	1.0304	1.0151
No log	0.8333	20	1.0928	0.1979	1.0928	1.0454
No log	0.9167	22	1.1337	0.1738	1.1337	1.0647
No log	1.0	24	1.0934	0.1979	1.0934	1.0457
No log	1.0833	26	1.0341	0.2588	1.0341	1.0169
No log	1.1667	28	1.0005	0.3139	1.0005	1.0002
No log	1.25	30	0.9947	0.3139	0.9947	0.9973
No log	1.3333	32	1.0014	0.2967	1.0014	1.0007
No log	1.4167	34	1.0372	0.1997	1.0372	1.0184
No log	1.5	36	1.2356	0.2236	1.2356	1.1116
No log	1.5833	38	1.2561	0.2885	1.2561	1.1208
No log	1.6667	40	1.0594	0.2662	1.0594	1.0293
No log	1.75	42	0.9431	0.3425	0.9431	0.9712
No log	1.8333	44	0.9617	0.3264	0.9617	0.9806
No log	1.9167	46	0.9207	0.3139	0.9207	0.9595
No log	2.0	48	0.9648	0.2341	0.9648	0.9822
No log	2.0833	50	0.9779	0.2594	0.9779	0.9889
No log	2.1667	52	1.0323	0.2359	1.0323	1.0160
No log	2.25	54	0.9395	0.3071	0.9395	0.9693
No log	2.3333	56	0.9222	0.2865	0.9222	0.9603
No log	2.4167	58	0.9296	0.2692	0.9296	0.9641
No log	2.5	60	0.9539	0.2391	0.9539	0.9767
No log	2.5833	62	0.9919	0.2145	0.9919	0.9959
No log	2.6667	64	1.0455	0.3208	1.0455	1.0225
No log	2.75	66	1.1075	0.2471	1.1075	1.0524
No log	2.8333	68	1.3397	-0.0152	1.3397	1.1575
No log	2.9167	70	1.6210	-0.0686	1.6210	1.2732
No log	3.0	72	1.3642	0.0099	1.3642	1.1680
No log	3.0833	74	1.2239	0.0694	1.2239	1.1063
No log	3.1667	76	1.1346	0.1443	1.1346	1.0652
No log	3.25	78	1.0422	0.2739	1.0422	1.0209
No log	3.3333	80	0.9143	0.3915	0.9143	0.9562
No log	3.4167	82	0.9243	0.4223	0.9243	0.9614
No log	3.5	84	0.9283	0.4610	0.9283	0.9635
No log	3.5833	86	0.9753	0.3702	0.9753	0.9876
No log	3.6667	88	0.9743	0.3940	0.9743	0.9871
No log	3.75	90	0.9577	0.3414	0.9577	0.9786
No log	3.8333	92	0.9854	0.3172	0.9854	0.9927
No log	3.9167	94	0.9812	0.2497	0.9812	0.9906
No log	4.0	96	0.9656	0.2133	0.9656	0.9826
No log	4.0833	98	1.0027	0.3028	1.0027	1.0013
No log	4.1667	100	0.9873	0.3277	0.9873	0.9936
No log	4.25	102	0.9949	0.1671	0.9949	0.9975
No log	4.3333	104	0.9786	0.2596	0.9786	0.9892
No log	4.4167	106	0.9319	0.3678	0.9319	0.9654
No log	4.5	108	0.8815	0.3840	0.8815	0.9389
No log	4.5833	110	0.9064	0.4216	0.9064	0.9521
No log	4.6667	112	0.9995	0.3782	0.9995	0.9998
No log	4.75	114	1.1799	0.2726	1.1799	1.0863
No log	4.8333	116	1.1832	0.2448	1.1832	1.0878
No log	4.9167	118	1.0297	0.3920	1.0297	1.0147
No log	5.0	120	0.9677	0.4444	0.9677	0.9837
No log	5.0833	122	0.9733	0.4444	0.9733	0.9865
No log	5.1667	124	0.9863	0.3921	0.9863	0.9931
No log	5.25	126	1.0178	0.3884	1.0178	1.0088
No log	5.3333	128	1.1222	0.3039	1.1222	1.0593
No log	5.4167	130	1.0655	0.3171	1.0655	1.0322
No log	5.5	132	1.0040	0.4023	1.0040	1.0020
No log	5.5833	134	0.9669	0.3523	0.9669	0.9833
No log	5.6667	136	0.9011	0.3959	0.9011	0.9493
No log	5.75	138	0.8935	0.3414	0.8935	0.9452
No log	5.8333	140	0.9254	0.3940	0.9254	0.9620
No log	5.9167	142	0.9848	0.3623	0.9848	0.9924
No log	6.0	144	0.9170	0.4078	0.9170	0.9576
No log	6.0833	146	0.8712	0.3994	0.8712	0.9334
No log	6.1667	148	0.8770	0.4078	0.8770	0.9365
No log	6.25	150	0.8868	0.4078	0.8868	0.9417
No log	6.3333	152	0.8748	0.4078	0.8748	0.9353
No log	6.4167	154	0.9499	0.3531	0.9499	0.9746
No log	6.5	156	1.0693	0.2886	1.0693	1.0341
No log	6.5833	158	1.0168	0.3283	1.0168	1.0084
No log	6.6667	160	0.8919	0.4327	0.8919	0.9444
No log	6.75	162	0.8726	0.3958	0.8726	0.9341
No log	6.8333	164	0.9701	0.4169	0.9701	0.9849
No log	6.9167	166	1.0276	0.4078	1.0276	1.0137
No log	7.0	168	0.9535	0.4444	0.9535	0.9765
No log	7.0833	170	0.8786	0.4075	0.8786	0.9373
No log	7.1667	172	0.9048	0.4444	0.9048	0.9512
No log	7.25	174	0.9980	0.4429	0.9980	0.9990
No log	7.3333	176	1.0858	0.275	1.0858	1.0420
No log	7.4167	178	1.0588	0.2886	1.0588	1.0290
No log	7.5	180	0.9417	0.4310	0.9417	0.9704
No log	7.5833	182	0.8971	0.4057	0.8971	0.9472
No log	7.6667	184	0.8592	0.4743	0.8592	0.9269
No log	7.75	186	0.8706	0.4461	0.8706	0.9330
No log	7.8333	188	0.9135	0.3957	0.9135	0.9558
No log	7.9167	190	0.9407	0.4681	0.9407	0.9699
No log	8.0	192	0.8615	0.4958	0.8615	0.9282
No log	8.0833	194	0.8547	0.3816	0.8547	0.9245
No log	8.1667	196	0.8423	0.3816	0.8423	0.9178
No log	8.25	198	0.8208	0.4361	0.8208	0.9060
No log	8.3333	200	0.8102	0.5260	0.8102	0.9001
No log	8.4167	202	0.8100	0.5171	0.8100	0.9000
No log	8.5	204	0.8033	0.5246	0.8033	0.8963
No log	8.5833	206	0.9382	0.3957	0.9382	0.9686
No log	8.6667	208	1.0755	0.4318	1.0755	1.0370
No log	8.75	210	0.9839	0.4334	0.9839	0.9919
No log	8.8333	212	0.8343	0.4595	0.8343	0.9134
No log	8.9167	214	0.8214	0.3977	0.8214	0.9063
No log	9.0	216	0.8305	0.3977	0.8305	0.9113
No log	9.0833	218	0.8825	0.4831	0.8825	0.9394
No log	9.1667	220	0.9187	0.4697	0.9187	0.9585
No log	9.25	222	0.9071	0.4697	0.9071	0.9524
No log	9.3333	224	0.8382	0.4576	0.8382	0.9155
No log	9.4167	226	0.8202	0.4792	0.8202	0.9057
No log	9.5	228	0.8106	0.4524	0.8106	0.9003
No log	9.5833	230	0.8159	0.4198	0.8159	0.9033
No log	9.6667	232	0.8913	0.4444	0.8913	0.9441
No log	9.75	234	0.9502	0.3957	0.9502	0.9748
No log	9.8333	236	0.9517	0.4318	0.9517	0.9755
No log	9.9167	238	0.9191	0.4057	0.9191	0.9587
No log	10.0	240	0.9256	0.4433	0.9256	0.9621
No log	10.0833	242	0.9661	0.4301	0.9661	0.9829
No log	10.1667	244	0.9868	0.4301	0.9868	0.9934
No log	10.25	246	0.9658	0.4301	0.9658	0.9827
No log	10.3333	248	0.9518	0.4057	0.9518	0.9756
No log	10.4167	250	0.9399	0.3107	0.9399	0.9695
No log	10.5	252	0.8898	0.2794	0.8898	0.9433
No log	10.5833	254	0.8376	0.2596	0.8376	0.9152
No log	10.6667	256	0.8116	0.3536	0.8116	0.9009
No log	10.75	258	0.8407	0.4828	0.8407	0.9169
No log	10.8333	260	0.9537	0.4389	0.9537	0.9766
No log	10.9167	262	1.1415	0.3336	1.1415	1.0684
No log	11.0	264	1.1497	0.3101	1.1497	1.0723
No log	11.0833	266	0.9767	0.4171	0.9767	0.9883
No log	11.1667	268	0.8096	0.4318	0.8096	0.8998
No log	11.25	270	0.8098	0.4642	0.8098	0.8999
No log	11.3333	272	0.8168	0.3777	0.8168	0.9038
No log	11.4167	274	0.8616	0.4044	0.8616	0.9282
No log	11.5	276	0.9558	0.4421	0.9558	0.9777
No log	11.5833	278	0.9615	0.4681	0.9615	0.9806
No log	11.6667	280	0.8757	0.4044	0.8757	0.9358
No log	11.75	282	0.8264	0.3112	0.8264	0.9091
No log	11.8333	284	0.8170	0.3112	0.8170	0.9039
No log	11.9167	286	0.8230	0.3506	0.8230	0.9072
No log	12.0	288	0.8732	0.3902	0.8732	0.9344
No log	12.0833	290	0.9185	0.4819	0.9185	0.9584
No log	12.1667	292	0.9172	0.4439	0.9172	0.9577
No log	12.25	294	0.8958	0.3902	0.8958	0.9465
No log	12.3333	296	0.8541	0.4044	0.8541	0.9242
No log	12.4167	298	0.8358	0.3556	0.8358	0.9142
No log	12.5	300	0.8310	0.3172	0.8310	0.9116
No log	12.5833	302	0.8401	0.3922	0.8401	0.9166
No log	12.6667	304	0.9095	0.4576	0.9095	0.9537
No log	12.75	306	0.9604	0.4697	0.9604	0.9800
No log	12.8333	308	1.0097	0.3921	1.0097	1.0048
No log	12.9167	310	0.9794	0.4186	0.9794	0.9896
No log	13.0	312	0.8872	0.4318	0.8872	0.9419
No log	13.0833	314	0.8598	0.4044	0.8598	0.9273
No log	13.1667	316	0.9030	0.3611	0.9030	0.9503
No log	13.25	318	1.0049	0.2748	1.0049	1.0024
No log	13.3333	320	1.0524	0.2024	1.0524	1.0259
No log	13.4167	322	0.9894	0.2896	0.9894	0.9947
No log	13.5	324	0.8869	0.3454	0.8869	0.9417
No log	13.5833	326	0.8240	0.3326	0.8240	0.9077
No log	13.6667	328	0.8137	0.3198	0.8137	0.9021
No log	13.75	330	0.8178	0.3631	0.8178	0.9043
No log	13.8333	332	0.9176	0.4576	0.9176	0.9579
No log	13.9167	334	1.0425	0.3938	1.0425	1.0210
No log	14.0	336	1.0485	0.3808	1.0485	1.0240
No log	14.0833	338	1.0253	0.3539	1.0253	1.0126
No log	14.1667	340	0.9983	0.2941	0.9983	0.9992
No log	14.25	342	0.9919	0.2647	0.9919	0.9959
No log	14.3333	344	0.9930	0.3063	0.9930	0.9965
No log	14.4167	346	0.9556	0.2796	0.9556	0.9776
No log	14.5	348	0.9514	0.2796	0.9514	0.9754
No log	14.5833	350	0.9581	0.4036	0.9581	0.9788
No log	14.6667	352	0.8883	0.4060	0.8883	0.9425
No log	14.75	354	0.8396	0.3631	0.8396	0.9163
No log	14.8333	356	0.8498	0.3757	0.8498	0.9219
No log	14.9167	358	0.8764	0.4060	0.8764	0.9362
No log	15.0	360	0.9265	0.4928	0.9265	0.9626
No log	15.0833	362	0.9239	0.4565	0.9239	0.9612
No log	15.1667	364	0.8471	0.4831	0.8471	0.9204
No log	15.25	366	0.7829	0.4378	0.7829	0.8848
No log	15.3333	368	0.7781	0.3979	0.7781	0.8821
No log	15.4167	370	0.7887	0.3797	0.7887	0.8881
No log	15.5	372	0.8143	0.3797	0.8143	0.9024
No log	15.5833	374	0.8437	0.3631	0.8437	0.9185
No log	15.6667	376	0.8571	0.3071	0.8571	0.9258
No log	15.75	378	0.8716	0.3631	0.8716	0.9336
No log	15.8333	380	0.9442	0.3169	0.9442	0.9717
No log	15.9167	382	0.9904	0.2359	0.9904	0.9952
No log	16.0	384	0.9588	0.3169	0.9588	0.9792
No log	16.0833	386	0.9447	0.3044	0.9447	0.9719
No log	16.1667	388	0.8964	0.3485	0.8964	0.9468
No log	16.25	390	0.8755	0.3485	0.8755	0.9357
No log	16.3333	392	0.8434	0.3777	0.8434	0.9184
No log	16.4167	394	0.8131	0.3652	0.8131	0.9017
No log	16.5	396	0.8343	0.3799	0.8343	0.9134
No log	16.5833	398	0.9143	0.4439	0.9143	0.9562
No log	16.6667	400	0.9644	0.3864	0.9644	0.9821
No log	16.75	402	0.9307	0.3474	0.9307	0.9648
No log	16.8333	404	0.8391	0.4044	0.8391	0.9160
No log	16.9167	406	0.7787	0.3777	0.7787	0.8824
No log	17.0	408	0.7661	0.4371	0.7661	0.8753
No log	17.0833	410	0.7977	0.3922	0.7977	0.8932
No log	17.1667	412	0.8517	0.3922	0.8517	0.9229
No log	17.25	414	0.8725	0.3760	0.8725	0.9341
No log	17.3333	416	0.8857	0.3617	0.8857	0.9411
No log	17.4167	418	0.8441	0.3631	0.8441	0.9187
No log	17.5	420	0.8151	0.3631	0.8151	0.9028
No log	17.5833	422	0.7991	0.4503	0.7991	0.8939
No log	17.6667	424	0.8043	0.4230	0.8043	0.8968
No log	17.75	426	0.8116	0.3819	0.8116	0.9009
No log	17.8333	428	0.8591	0.3757	0.8591	0.9269
No log	17.9167	430	0.9426	0.3063	0.9426	0.9709
No log	18.0	432	0.9972	0.2750	0.9972	0.9986
No log	18.0833	434	0.9905	0.2750	0.9905	0.9952
No log	18.1667	436	0.9113	0.3617	0.9113	0.9546
No log	18.25	438	0.8337	0.3922	0.8337	0.9131
No log	18.3333	440	0.7855	0.3977	0.7855	0.8863
No log	18.4167	442	0.7588	0.4251	0.7588	0.8711
No log	18.5	444	0.7560	0.4244	0.7560	0.8695
No log	18.5833	446	0.7645	0.4244	0.7645	0.8744
No log	18.6667	448	0.7966	0.3959	0.7966	0.8925
No log	18.75	450	0.8339	0.4044	0.8339	0.9132
No log	18.8333	452	0.8507	0.3757	0.8507	0.9224
No log	18.9167	454	0.8506	0.3757	0.8506	0.9223
No log	19.0	456	0.8367	0.3631	0.8367	0.9147
No log	19.0833	458	0.8255	0.3631	0.8255	0.9086
No log	19.1667	460	0.8398	0.3757	0.8398	0.9164
No log	19.25	462	0.8703	0.3611	0.8703	0.9329
No log	19.3333	464	0.9283	0.3317	0.9283	0.9635
No log	19.4167	466	0.9530	0.2896	0.9530	0.9762
No log	19.5	468	0.9423	0.3001	0.9423	0.9707
No log	19.5833	470	0.9116	0.3304	0.9116	0.9548
No log	19.6667	472	0.8822	0.3658	0.8822	0.9392
No log	19.75	474	0.8727	0.3658	0.8727	0.9342
No log	19.8333	476	0.8674	0.3940	0.8674	0.9313
No log	19.9167	478	0.9068	0.3902	0.9068	0.9523
No log	20.0	480	0.9105	0.3611	0.9105	0.9542
No log	20.0833	482	0.8693	0.3757	0.8693	0.9324
No log	20.1667	484	0.8307	0.3326	0.8307	0.9114
No log	20.25	486	0.8115	0.3528	0.8115	0.9008
No log	20.3333	488	0.7963	0.3528	0.7963	0.8923
No log	20.4167	490	0.7883	0.3819	0.7883	0.8879
No log	20.5	492	0.8143	0.3678	0.8143	0.9024
No log	20.5833	494	0.8340	0.3631	0.8340	0.9133
No log	20.6667	496	0.8471	0.3631	0.8471	0.9204
No log	20.75	498	0.8842	0.3454	0.8842	0.9403
0.2324	20.8333	500	0.9032	0.3304	0.9032	0.9504
0.2324	20.9167	502	0.8812	0.3454	0.8812	0.9387
0.2324	21.0	504	0.8755	0.3757	0.8755	0.9357
0.2324	21.0833	506	0.9098	0.3611	0.9098	0.9538
0.2324	21.1667	508	0.9785	0.2820	0.9785	0.9892
0.2324	21.25	510	0.9437	0.3643	0.9437	0.9714
0.2324	21.3333	512	0.8592	0.3631	0.8592	0.9270
0.2324	21.4167	514	0.7973	0.3631	0.7973	0.8929
0.2324	21.5	516	0.8006	0.3326	0.8006	0.8948
0.2324	21.5833	518	0.8269	0.3326	0.8269	0.9094
0.2324	21.6667	520	0.8607	0.3757	0.8607	0.9277
0.2324	21.75	522	0.8551	0.3757	0.8551	0.9247
0.2324	21.8333	524	0.8087	0.3631	0.8087	0.8993
0.2324	21.9167	526	0.7643	0.3817	0.7643	0.8742
0.2324	22.0	528	0.7562	0.4019	0.7562	0.8696
0.2324	22.0833	530	0.7509	0.4019	0.7509	0.8665
0.2324	22.1667	532	0.7271	0.4138	0.7271	0.8527
0.2324	22.25	534	0.7343	0.4490	0.7343	0.8569
0.2324	22.3333	536	0.7712	0.4728	0.7712	0.8782
0.2324	22.4167	538	0.8178	0.4824	0.8178	0.9043
0.2324	22.5	540	0.8167	0.4712	0.8167	0.9037
0.2324	22.5833	542	0.7901	0.3922	0.7901	0.8889
0.2324	22.6667	544	0.7691	0.4097	0.7691	0.8770
0.2324	22.75	546	0.7845	0.3797	0.7845	0.8857
0.2324	22.8333	548	0.8187	0.3631	0.8187	0.9048
0.2324	22.9167	550	0.8536	0.3631	0.8536	0.9239
0.2324	23.0	552	0.8963	0.3485	0.8963	0.9467
0.2324	23.0833	554	0.9048	0.3175	0.9048	0.9512
0.2324	23.1667	556	0.9064	0.3485	0.9064	0.9521
0.2324	23.25	558	0.9207	0.3067	0.9207	0.9595
0.2324	23.3333	560	0.9675	0.3531	0.9675	0.9836
0.2324	23.4167	562	0.9941	0.3405	0.9941	0.9970
0.2324	23.5	564	1.0114	0.3434	1.0114	1.0057
0.2324	23.5833	566	0.9966	0.3405	0.9966	0.9983
0.2324	23.6667	568	0.9460	0.3643	0.9460	0.9726
0.2324	23.75	570	0.9170	0.3044	0.9170	0.9576
0.2324	23.8333	572	0.9015	0.3611	0.9015	0.9495
0.2324	23.9167	574	0.8567	0.3631	0.8567	0.9256
0.2324	24.0	576	0.8183	0.3819	0.8183	0.9046
0.2324	24.0833	578	0.7938	0.3314	0.7938	0.8910
0.2324	24.1667	580	0.7976	0.4227	0.7976	0.8931
0.2324	24.25	582	0.8274	0.4227	0.8274	0.9096
0.2324	24.3333	584	0.8865	0.4318	0.8865	0.9415
0.2324	24.4167	586	0.9173	0.4318	0.9173	0.9578
0.2324	24.5	588	0.8991	0.4318	0.8991	0.9482
0.2324	24.5833	590	0.8742	0.3678	0.8742	0.9350
0.2324	24.6667	592	0.8723	0.3382	0.8723	0.9340
0.2324	24.75	594	0.8843	0.3506	0.8843	0.9404
0.2324	24.8333	596	0.8953	0.3757	0.8953	0.9462
0.2324	24.9167	598	0.8908	0.3757	0.8908	0.9438
0.2324	25.0	600	0.8850	0.4044	0.8850	0.9407
0.2324	25.0833	602	0.8775	0.3757	0.8775	0.9368
0.2324	25.1667	604	0.8658	0.3454	0.8658	0.9305
0.2324	25.25	606	0.9051	0.3454	0.9051	0.9514
0.2324	25.3333	608	0.9080	0.3454	0.9080	0.9529
0.2324	25.4167	610	0.9012	0.3454	0.9012	0.9493
0.2324	25.5	612	0.9051	0.3757	0.9051	0.9514
0.2324	25.5833	614	0.9334	0.3757	0.9334	0.9661
0.2324	25.6667	616	0.9178	0.4044	0.9178	0.9580
0.2324	25.75	618	0.8752	0.3757	0.8752	0.9355
0.2324	25.8333	620	0.8453	0.4067	0.8453	0.9194
0.2324	25.9167	622	0.8306	0.3646	0.8306	0.9114
0.2324	26.0	624	0.8232	0.3942	0.8232	0.9073
0.2324	26.0833	626	0.8598	0.4198	0.8598	0.9272
0.2324	26.1667	628	1.0133	0.3695	1.0133	1.0066
0.2324	26.25	630	1.1185	0.3434	1.1185	1.0576
0.2324	26.3333	632	1.1053	0.3042	1.1053	1.0513
0.2324	26.4167	634	1.0077	0.2896	1.0077	1.0038
0.2324	26.5	636	0.8965	0.3631	0.8965	0.9469
0.2324	26.5833	638	0.8311	0.4211	0.8311	0.9116
0.2324	26.6667	640	0.8075	0.4381	0.8075	0.8986
0.2324	26.75	642	0.7987	0.4241	0.7987	0.8937
0.2324	26.8333	644	0.8255	0.4204	0.8255	0.9086
0.2324	26.9167	646	0.9309	0.4824	0.9309	0.9648
0.2324	27.0	648	1.0652	0.4310	1.0652	1.0321
0.2324	27.0833	650	1.1355	0.3578	1.1355	1.0656
0.2324	27.1667	652	1.1214	0.3578	1.1214	1.0590
0.2324	27.25	654	1.0246	0.4081	1.0246	1.0122
0.2324	27.3333	656	0.8978	0.3802	0.8978	0.9475
0.2324	27.4167	658	0.7769	0.4241	0.7769	0.8814
0.2324	27.5	660	0.7549	0.4398	0.7549	0.8688
0.2324	27.5833	662	0.7584	0.4935	0.7584	0.8708
0.2324	27.6667	664	0.7548	0.4520	0.7548	0.8688
0.2324	27.75	666	0.7890	0.4067	0.7890	0.8883
0.2324	27.8333	668	0.8858	0.3631	0.8858	0.9412
0.2324	27.9167	670	1.0069	0.2325	1.0069	1.0034
0.2324	28.0	672	1.1267	0.25	1.1267	1.0615
0.2324	28.0833	674	1.2323	0.2206	1.2323	1.1101
0.2324	28.1667	676	1.2485	0.1512	1.2485	1.1174
0.2324	28.25	678	1.1851	0.0987	1.1851	1.0886

Framework versions

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