ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_task7_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: 0.3639
• Qwk: 0.6555
• Mse: 0.3639
• Rmse: 0.6033

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	0.2857	2	2.4859	-0.0646	2.4859	1.5767
No log	0.5714	4	1.2063	0.0989	1.2063	1.0983
No log	0.8571	6	0.8718	0.0074	0.8718	0.9337
No log	1.1429	8	0.8461	0.2142	0.8461	0.9198
No log	1.4286	10	0.6039	0.3474	0.6039	0.7771
No log	1.7143	12	0.5579	0.3781	0.5579	0.7469
No log	2.0	14	0.5306	0.4795	0.5306	0.7284
No log	2.2857	16	0.5835	0.4351	0.5835	0.7639
No log	2.5714	18	0.5983	0.5687	0.5983	0.7735
No log	2.8571	20	0.6233	0.5212	0.6233	0.7895
No log	3.1429	22	0.4783	0.5098	0.4783	0.6916
No log	3.4286	24	0.5476	0.5455	0.5476	0.7400
No log	3.7143	26	0.5055	0.5373	0.5055	0.7110
No log	4.0	28	0.5105	0.5527	0.5105	0.7145
No log	4.2857	30	0.4596	0.5632	0.4596	0.6779
No log	4.5714	32	0.5127	0.5817	0.5127	0.7160
No log	4.8571	34	0.4659	0.5726	0.4659	0.6825
No log	5.1429	36	0.4376	0.6339	0.4376	0.6615
No log	5.4286	38	0.4220	0.6351	0.4220	0.6496
No log	5.7143	40	0.4629	0.6497	0.4629	0.6804
No log	6.0	42	0.4356	0.6509	0.4356	0.6600
No log	6.2857	44	0.4591	0.5808	0.4591	0.6776
No log	6.5714	46	0.5886	0.5373	0.5886	0.7672
No log	6.8571	48	0.4371	0.5849	0.4371	0.6611
No log	7.1429	50	0.5461	0.6168	0.5461	0.7390
No log	7.4286	52	0.5880	0.5670	0.5880	0.7668
No log	7.7143	54	0.4283	0.6648	0.4283	0.6544
No log	8.0	56	0.4084	0.6935	0.4084	0.6391
No log	8.2857	58	0.3723	0.6743	0.3723	0.6102
No log	8.5714	60	0.4390	0.6294	0.4390	0.6626
No log	8.8571	62	0.6064	0.5492	0.6064	0.7787
No log	9.1429	64	0.4296	0.6010	0.4296	0.6554
No log	9.4286	66	0.3774	0.6826	0.3774	0.6143
No log	9.7143	68	0.4117	0.7118	0.4117	0.6416
No log	10.0	70	0.4127	0.7034	0.4127	0.6424
No log	10.2857	72	0.4019	0.6904	0.4019	0.6340
No log	10.5714	74	0.3967	0.7052	0.3967	0.6298
No log	10.8571	76	0.4497	0.6519	0.4497	0.6706
No log	11.1429	78	0.4208	0.6441	0.4208	0.6487
No log	11.4286	80	0.3968	0.6771	0.3968	0.6299
No log	11.7143	82	0.4081	0.6503	0.4081	0.6388
No log	12.0	84	0.4764	0.6294	0.4764	0.6902
No log	12.2857	86	0.6040	0.4704	0.6040	0.7772
No log	12.5714	88	0.5910	0.5108	0.5910	0.7688
No log	12.8571	90	0.3641	0.7013	0.3641	0.6034
No log	13.1429	92	0.3845	0.7043	0.3845	0.6201
No log	13.4286	94	0.3632	0.7293	0.3632	0.6027
No log	13.7143	96	0.4820	0.5822	0.4820	0.6943
No log	14.0	98	0.5297	0.6218	0.5297	0.7278
No log	14.2857	100	0.3941	0.6678	0.3941	0.6277
No log	14.5714	102	0.3813	0.6993	0.3813	0.6175
No log	14.8571	104	0.3658	0.6904	0.3658	0.6048
No log	15.1429	106	0.4230	0.6548	0.4230	0.6504
No log	15.4286	108	0.6907	0.5790	0.6907	0.8311
No log	15.7143	110	0.6237	0.5670	0.6237	0.7897
No log	16.0	112	0.3957	0.6774	0.3957	0.6291
No log	16.2857	114	0.3652	0.7004	0.3652	0.6043
No log	16.5714	116	0.3630	0.7091	0.3630	0.6025
No log	16.8571	118	0.3602	0.7256	0.3602	0.6002
No log	17.1429	120	0.3632	0.6946	0.3632	0.6027
No log	17.4286	122	0.3809	0.6118	0.3809	0.6172
No log	17.7143	124	0.4194	0.6404	0.4194	0.6476
No log	18.0	126	0.3955	0.6606	0.3955	0.6289
No log	18.2857	128	0.3686	0.7012	0.3686	0.6071
No log	18.5714	130	0.4318	0.6974	0.4318	0.6571
No log	18.8571	132	0.4999	0.6406	0.4999	0.7071
No log	19.1429	134	0.4403	0.7414	0.4403	0.6636
No log	19.4286	136	0.4063	0.6560	0.4063	0.6374
No log	19.7143	138	0.4117	0.6540	0.4117	0.6416
No log	20.0	140	0.3884	0.6641	0.3884	0.6233
No log	20.2857	142	0.3766	0.6645	0.3766	0.6136
No log	20.5714	144	0.3909	0.6683	0.3909	0.6252
No log	20.8571	146	0.4192	0.7060	0.4192	0.6475
No log	21.1429	148	0.4819	0.6490	0.4819	0.6942
No log	21.4286	150	0.4314	0.6890	0.4314	0.6568
No log	21.7143	152	0.3844	0.7123	0.3844	0.6200
No log	22.0	154	0.3885	0.6365	0.3885	0.6233
No log	22.2857	156	0.4019	0.7032	0.4019	0.6339
No log	22.5714	158	0.4059	0.6771	0.4059	0.6371
No log	22.8571	160	0.3998	0.6065	0.3998	0.6323
No log	23.1429	162	0.4246	0.6227	0.4246	0.6516
No log	23.4286	164	0.4013	0.5816	0.4013	0.6335
No log	23.7143	166	0.3902	0.6330	0.3902	0.6246
No log	24.0	168	0.3933	0.6269	0.3933	0.6271
No log	24.2857	170	0.3852	0.6648	0.3852	0.6206
No log	24.5714	172	0.3850	0.6648	0.3850	0.6205
No log	24.8571	174	0.3847	0.6935	0.3847	0.6202
No log	25.1429	176	0.3796	0.6648	0.3796	0.6161
No log	25.4286	178	0.3924	0.6370	0.3924	0.6264
No log	25.7143	180	0.3902	0.6282	0.3902	0.6247
No log	26.0	182	0.3752	0.6555	0.3752	0.6125
No log	26.2857	184	0.3829	0.6357	0.3829	0.6187
No log	26.5714	186	0.4034	0.6370	0.4034	0.6352
No log	26.8571	188	0.4094	0.6154	0.4094	0.6398
No log	27.1429	190	0.4169	0.6370	0.4169	0.6457
No log	27.4286	192	0.4251	0.6282	0.4251	0.6520
No log	27.7143	194	0.3998	0.6357	0.3998	0.6323
No log	28.0	196	0.4071	0.6579	0.4071	0.6380
No log	28.2857	198	0.5002	0.6167	0.5002	0.7073
No log	28.5714	200	0.5287	0.5749	0.5287	0.7271
No log	28.8571	202	0.4344	0.6223	0.4344	0.6591
No log	29.1429	204	0.3938	0.6530	0.3938	0.6275
No log	29.4286	206	0.4769	0.5892	0.4769	0.6906
No log	29.7143	208	0.4847	0.5892	0.4847	0.6962
No log	30.0	210	0.4988	0.5892	0.4988	0.7062
No log	30.2857	212	0.4445	0.5770	0.4445	0.6667
No log	30.5714	214	0.4234	0.6082	0.4234	0.6507
No log	30.8571	216	0.4035	0.6215	0.4035	0.6352
No log	31.1429	218	0.4037	0.6435	0.4037	0.6354
No log	31.4286	220	0.4054	0.6435	0.4054	0.6367
No log	31.7143	222	0.4042	0.6357	0.4042	0.6357
No log	32.0	224	0.3976	0.6357	0.3976	0.6305
No log	32.2857	226	0.3922	0.6357	0.3922	0.6263
No log	32.5714	228	0.3871	0.6555	0.3871	0.6222
No log	32.8571	230	0.3868	0.6770	0.3868	0.6219
No log	33.1429	232	0.3798	0.6863	0.3798	0.6163
No log	33.4286	234	0.3739	0.7032	0.3739	0.6115
No log	33.7143	236	0.3748	0.6648	0.3748	0.6122
No log	34.0	238	0.3826	0.6282	0.3826	0.6186
No log	34.2857	240	0.3887	0.6295	0.3887	0.6235
No log	34.5714	242	0.3766	0.6567	0.3766	0.6137
No log	34.8571	244	0.3858	0.6339	0.3858	0.6212
No log	35.1429	246	0.4305	0.6687	0.4305	0.6561
No log	35.4286	248	0.4040	0.6334	0.4040	0.6356
No log	35.7143	250	0.3652	0.6747	0.3652	0.6043
No log	36.0	252	0.3723	0.6884	0.3723	0.6101
No log	36.2857	254	0.3640	0.6678	0.3640	0.6033
No log	36.5714	256	0.3574	0.6957	0.3574	0.5979
No log	36.8571	258	0.3624	0.6877	0.3624	0.6020
No log	37.1429	260	0.3714	0.7074	0.3714	0.6094
No log	37.4286	262	0.3755	0.7074	0.3755	0.6128
No log	37.7143	264	0.3701	0.7074	0.3701	0.6084
No log	38.0	266	0.3706	0.7074	0.3706	0.6088
No log	38.2857	268	0.3590	0.6946	0.3590	0.5991
No log	38.5714	270	0.3629	0.6830	0.3629	0.6024
No log	38.8571	272	0.3954	0.6518	0.3954	0.6288
No log	39.1429	274	0.3741	0.6612	0.3741	0.6116
No log	39.4286	276	0.3514	0.6946	0.3514	0.5928
No log	39.7143	278	0.3732	0.6501	0.3732	0.6109
No log	40.0	280	0.3711	0.6295	0.3711	0.6092
No log	40.2857	282	0.3555	0.6357	0.3555	0.5962
No log	40.5714	284	0.3534	0.6854	0.3534	0.5945
No log	40.8571	286	0.3547	0.6935	0.3547	0.5955
No log	41.1429	288	0.3579	0.6667	0.3579	0.5983
No log	41.4286	290	0.3628	0.6655	0.3628	0.6023
No log	41.7143	292	0.3672	0.6841	0.3672	0.6060
No log	42.0	294	0.3719	0.6841	0.3719	0.6098
No log	42.2857	296	0.3701	0.6841	0.3701	0.6084
No log	42.5714	298	0.3677	0.6566	0.3677	0.6064
No log	42.8571	300	0.3634	0.6761	0.3634	0.6028
No log	43.1429	302	0.3811	0.6434	0.3811	0.6174
No log	43.4286	304	0.4050	0.6599	0.4050	0.6364
No log	43.7143	306	0.3766	0.6797	0.3766	0.6137
No log	44.0	308	0.3550	0.7118	0.3550	0.5958
No log	44.2857	310	0.3511	0.6935	0.3511	0.5926
No log	44.5714	312	0.3461	0.6946	0.3461	0.5883
No log	44.8571	314	0.3492	0.6667	0.3492	0.5909
No log	45.1429	316	0.3730	0.6414	0.3730	0.6108
No log	45.4286	318	0.4140	0.6439	0.4140	0.6434
No log	45.7143	320	0.4209	0.6354	0.4209	0.6488
No log	46.0	322	0.3679	0.6414	0.3679	0.6066
No log	46.2857	324	0.3480	0.7042	0.3480	0.5899
No log	46.5714	326	0.3463	0.7208	0.3463	0.5885
No log	46.8571	328	0.3444	0.7054	0.3444	0.5869
No log	47.1429	330	0.3474	0.6866	0.3474	0.5894
No log	47.4286	332	0.3588	0.6877	0.3588	0.5990
No log	47.7143	334	0.3566	0.6673	0.3566	0.5972
No log	48.0	336	0.3533	0.6964	0.3533	0.5944
No log	48.2857	338	0.3687	0.6517	0.3687	0.6072
No log	48.5714	340	0.3785	0.6518	0.3785	0.6153
No log	48.8571	342	0.3638	0.6627	0.3638	0.6031
No log	49.1429	344	0.3541	0.7043	0.3541	0.5951
No log	49.4286	346	0.3536	0.6863	0.3536	0.5946
No log	49.7143	348	0.3785	0.6884	0.3785	0.6152
No log	50.0	350	0.3904	0.6890	0.3904	0.6248
No log	50.2857	352	0.3812	0.6980	0.3812	0.6174
No log	50.5714	354	0.3645	0.6943	0.3645	0.6038
No log	50.8571	356	0.3716	0.7213	0.3716	0.6096
No log	51.1429	358	0.3746	0.7297	0.3746	0.6120
No log	51.4286	360	0.3760	0.6634	0.3760	0.6132
No log	51.7143	362	0.3645	0.6929	0.3645	0.6038
No log	52.0	364	0.3576	0.6946	0.3576	0.5980
No log	52.2857	366	0.3546	0.7138	0.3546	0.5955
No log	52.5714	368	0.3510	0.7138	0.3510	0.5924
No log	52.8571	370	0.3515	0.7148	0.3515	0.5929
No log	53.1429	372	0.3514	0.7148	0.3514	0.5928
No log	53.4286	374	0.3464	0.7138	0.3464	0.5886
No log	53.7143	376	0.3485	0.7032	0.3485	0.5903
No log	54.0	378	0.3449	0.6957	0.3449	0.5873
No log	54.2857	380	0.3465	0.7148	0.3465	0.5887
No log	54.5714	382	0.3522	0.6873	0.3522	0.5934
No log	54.8571	384	0.3719	0.6793	0.3719	0.6098
No log	55.1429	386	0.4241	0.6373	0.4241	0.6513
No log	55.4286	388	0.4315	0.6465	0.4315	0.6569
No log	55.7143	390	0.4101	0.6537	0.4101	0.6404
No log	56.0	392	0.3606	0.6884	0.3606	0.6005
No log	56.2857	394	0.3463	0.7356	0.3463	0.5884
No log	56.5714	396	0.3767	0.6612	0.3767	0.6137
No log	56.8571	398	0.4074	0.6873	0.4074	0.6383
No log	57.1429	400	0.4050	0.6873	0.4050	0.6364
No log	57.4286	402	0.3716	0.6819	0.3716	0.6096
No log	57.7143	404	0.3507	0.6759	0.3507	0.5922
No log	58.0	406	0.3642	0.6592	0.3642	0.6035
No log	58.2857	408	0.4001	0.6223	0.4001	0.6325
No log	58.5714	410	0.4246	0.6537	0.4246	0.6516
No log	58.8571	412	0.4145	0.6427	0.4145	0.6438
No log	59.1429	414	0.3772	0.6690	0.3772	0.6141
No log	59.4286	416	0.3575	0.6957	0.3575	0.5979
No log	59.7143	418	0.3624	0.6946	0.3624	0.6020
No log	60.0	420	0.3709	0.6636	0.3709	0.6090
No log	60.2857	422	0.3911	0.6517	0.3911	0.6254
No log	60.5714	424	0.4164	0.6505	0.4164	0.6453
No log	60.8571	426	0.4402	0.5692	0.4402	0.6635
No log	61.1429	428	0.4388	0.5817	0.4388	0.6624
No log	61.4286	430	0.4183	0.6694	0.4183	0.6468
No log	61.7143	432	0.3865	0.6733	0.3865	0.6217
No log	62.0	434	0.3637	0.6344	0.3637	0.6031
No log	62.2857	436	0.3613	0.6759	0.3613	0.6011
No log	62.5714	438	0.3606	0.6759	0.3606	0.6005
No log	62.8571	440	0.3614	0.6542	0.3614	0.6012
No log	63.1429	442	0.3619	0.6542	0.3619	0.6016
No log	63.4286	444	0.3653	0.6832	0.3653	0.6044
No log	63.7143	446	0.3671	0.6832	0.3671	0.6059
No log	64.0	448	0.3743	0.6931	0.3743	0.6118
No log	64.2857	450	0.3763	0.6931	0.3763	0.6134
No log	64.5714	452	0.3701	0.6832	0.3701	0.6084
No log	64.8571	454	0.3649	0.6832	0.3649	0.6041
No log	65.1429	456	0.3610	0.6648	0.3610	0.6008
No log	65.4286	458	0.3602	0.6555	0.3602	0.6002
No log	65.7143	460	0.3598	0.6344	0.3598	0.5999
No log	66.0	462	0.3587	0.6344	0.3587	0.5989
No log	66.2857	464	0.3562	0.6866	0.3562	0.5968
No log	66.5714	466	0.3604	0.6370	0.3604	0.6004
No log	66.8571	468	0.3669	0.6370	0.3669	0.6057
No log	67.1429	470	0.3620	0.6370	0.3620	0.6017
No log	67.4286	472	0.3586	0.6747	0.3586	0.5988
No log	67.7143	474	0.3684	0.6736	0.3684	0.6070
No log	68.0	476	0.3901	0.7287	0.3901	0.6246
No log	68.2857	478	0.4065	0.6991	0.4065	0.6376
No log	68.5714	480	0.4213	0.6401	0.4213	0.6491
No log	68.8571	482	0.4091	0.6505	0.4091	0.6396
No log	69.1429	484	0.3933	0.6931	0.3933	0.6272
No log	69.4286	486	0.3805	0.6931	0.3805	0.6168
No log	69.7143	488	0.3740	0.6636	0.3740	0.6115
No log	70.0	490	0.3714	0.6542	0.3714	0.6095
No log	70.2857	492	0.3707	0.6542	0.3707	0.6089
No log	70.5714	494	0.3754	0.6636	0.3754	0.6127
No log	70.8571	496	0.3834	0.6326	0.3834	0.6192
No log	71.1429	498	0.3791	0.6241	0.3791	0.6157
0.1947	71.4286	500	0.3694	0.6747	0.3694	0.6078
0.1947	71.7143	502	0.3645	0.7138	0.3645	0.6038
0.1947	72.0	504	0.3684	0.6957	0.3684	0.6070
0.1947	72.2857	506	0.3788	0.7256	0.3788	0.6155
0.1947	72.5714	508	0.3846	0.6782	0.3846	0.6202
0.1947	72.8571	510	0.3830	0.6579	0.3830	0.6189
0.1947	73.1429	512	0.3832	0.6579	0.3832	0.6190
0.1947	73.4286	514	0.3801	0.6579	0.3801	0.6165
0.1947	73.7143	516	0.3728	0.7064	0.3728	0.6106
0.1947	74.0	518	0.3681	0.6759	0.3681	0.6067
0.1947	74.2857	520	0.3686	0.6555	0.3686	0.6072
0.1947	74.5714	522	0.3727	0.6747	0.3727	0.6105
0.1947	74.8571	524	0.3740	0.6747	0.3740	0.6116
0.1947	75.1429	526	0.3697	0.6747	0.3697	0.6080
0.1947	75.4286	528	0.3653	0.6759	0.3653	0.6044
0.1947	75.7143	530	0.3676	0.7064	0.3676	0.6063
0.1947	76.0	532	0.3683	0.7064	0.3683	0.6069
0.1947	76.2857	534	0.3669	0.7064	0.3669	0.6057
0.1947	76.5714	536	0.3652	0.7064	0.3652	0.6043
0.1947	76.8571	538	0.3703	0.7064	0.3703	0.6085
0.1947	77.1429	540	0.3724	0.6579	0.3724	0.6102
0.1947	77.4286	542	0.3706	0.6579	0.3706	0.6087
0.1947	77.7143	544	0.3642	0.7064	0.3642	0.6035
0.1947	78.0	546	0.3606	0.6866	0.3606	0.6005
0.1947	78.2857	548	0.3606	0.6854	0.3606	0.6005
0.1947	78.5714	550	0.3629	0.6648	0.3629	0.6024
0.1947	78.8571	552	0.3678	0.6843	0.3678	0.6064
0.1947	79.1429	554	0.3735	0.6733	0.3735	0.6112
0.1947	79.4286	556	0.3753	0.6733	0.3753	0.6126
0.1947	79.7143	558	0.3718	0.6636	0.3718	0.6097
0.1947	80.0	560	0.3674	0.6843	0.3674	0.6062
0.1947	80.2857	562	0.3637	0.6648	0.3637	0.6031
0.1947	80.5714	564	0.3614	0.6648	0.3614	0.6011
0.1947	80.8571	566	0.3612	0.6757	0.3612	0.6010
0.1947	81.1429	568	0.3618	0.6866	0.3618	0.6015
0.1947	81.4286	570	0.3618	0.6866	0.3618	0.6015
0.1947	81.7143	572	0.3618	0.6866	0.3618	0.6015
0.1947	82.0	574	0.3623	0.7064	0.3623	0.6019
0.1947	82.2857	576	0.3639	0.7064	0.3639	0.6033
0.1947	82.5714	578	0.3656	0.7064	0.3656	0.6047
0.1947	82.8571	580	0.3681	0.7064	0.3681	0.6067
0.1947	83.1429	582	0.3706	0.7064	0.3706	0.6088
0.1947	83.4286	584	0.3703	0.7064	0.3703	0.6085
0.1947	83.7143	586	0.3690	0.7064	0.3690	0.6075
0.1947	84.0	588	0.3669	0.7064	0.3669	0.6057
0.1947	84.2857	590	0.3672	0.7064	0.3672	0.6060
0.1947	84.5714	592	0.3662	0.6866	0.3662	0.6051
0.1947	84.8571	594	0.3646	0.6757	0.3646	0.6038
0.1947	85.1429	596	0.3636	0.6757	0.3636	0.6030
0.1947	85.4286	598	0.3637	0.6661	0.3637	0.6031
0.1947	85.7143	600	0.3627	0.6661	0.3627	0.6022
0.1947	86.0	602	0.3626	0.6866	0.3626	0.6021
0.1947	86.2857	604	0.3632	0.6866	0.3632	0.6026
0.1947	86.5714	606	0.3644	0.6866	0.3644	0.6036
0.1947	86.8571	608	0.3663	0.6866	0.3663	0.6052
0.1947	87.1429	610	0.3662	0.6866	0.3662	0.6051
0.1947	87.4286	612	0.3661	0.6866	0.3661	0.6051
0.1947	87.7143	614	0.3656	0.6866	0.3656	0.6046
0.1947	88.0	616	0.3663	0.6866	0.3663	0.6052
0.1947	88.2857	618	0.3676	0.6866	0.3676	0.6063
0.1947	88.5714	620	0.3691	0.7064	0.3691	0.6075
0.1947	88.8571	622	0.3706	0.7064	0.3706	0.6088
0.1947	89.1429	624	0.3733	0.6877	0.3733	0.6110
0.1947	89.4286	626	0.3763	0.6877	0.3763	0.6134
0.1947	89.7143	628	0.3773	0.6877	0.3773	0.6143
0.1947	90.0	630	0.3764	0.6877	0.3764	0.6136
0.1947	90.2857	632	0.3745	0.6877	0.3745	0.6119
0.1947	90.5714	634	0.3728	0.6877	0.3728	0.6106
0.1947	90.8571	636	0.3701	0.7064	0.3701	0.6084
0.1947	91.1429	638	0.3672	0.7064	0.3672	0.6059
0.1947	91.4286	640	0.3655	0.6957	0.3655	0.6046
0.1947	91.7143	642	0.3650	0.6957	0.3650	0.6041
0.1947	92.0	644	0.3643	0.6759	0.3643	0.6036
0.1947	92.2857	646	0.3641	0.6759	0.3641	0.6034
0.1947	92.5714	648	0.3640	0.6759	0.3640	0.6034
0.1947	92.8571	650	0.3642	0.6759	0.3642	0.6035
0.1947	93.1429	652	0.3645	0.6759	0.3645	0.6037
0.1947	93.4286	654	0.3647	0.6759	0.3647	0.6039
0.1947	93.7143	656	0.3651	0.6759	0.3651	0.6042
0.1947	94.0	658	0.3654	0.6957	0.3654	0.6045
0.1947	94.2857	660	0.3659	0.7064	0.3659	0.6049
0.1947	94.5714	662	0.3665	0.7064	0.3665	0.6054
0.1947	94.8571	664	0.3671	0.7064	0.3671	0.6059
0.1947	95.1429	666	0.3670	0.7064	0.3670	0.6058
0.1947	95.4286	668	0.3670	0.7064	0.3670	0.6058
0.1947	95.7143	670	0.3666	0.7064	0.3666	0.6055
0.1947	96.0	672	0.3659	0.6866	0.3659	0.6049
0.1947	96.2857	674	0.3654	0.6866	0.3654	0.6045
0.1947	96.5714	676	0.3651	0.6866	0.3651	0.6043
0.1947	96.8571	678	0.3647	0.6759	0.3647	0.6039
0.1947	97.1429	680	0.3643	0.6759	0.3643	0.6035
0.1947	97.4286	682	0.3641	0.6555	0.3641	0.6034
0.1947	97.7143	684	0.3641	0.6555	0.3641	0.6034
0.1947	98.0	686	0.3640	0.6555	0.3640	0.6033
0.1947	98.2857	688	0.3640	0.6555	0.3640	0.6033
0.1947	98.5714	690	0.3639	0.6555	0.3639	0.6033

Framework versions

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