ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k2_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: 0.9125
• Qwk: 0.3347
• Mse: 0.9125
• Rmse: 0.9553

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	0.2222	2	4.0619	0.0034	4.0619	2.0154
No log	0.4444	4	2.3679	-0.0062	2.3679	1.5388
No log	0.6667	6	1.4690	0.0438	1.4690	1.2120
No log	0.8889	8	1.1150	0.2888	1.1150	1.0559
No log	1.1111	10	1.1251	0.2391	1.1251	1.0607
No log	1.3333	12	1.1340	0.2539	1.1340	1.0649
No log	1.5556	14	1.0775	0.2564	1.0775	1.0380
No log	1.7778	16	1.1052	0.2138	1.1052	1.0513
No log	2.0	18	1.0701	0.1997	1.0701	1.0344
No log	2.2222	20	1.0546	0.2663	1.0546	1.0269
No log	2.4444	22	1.1083	0.1509	1.1083	1.0528
No log	2.6667	24	1.2046	0.2644	1.2046	1.0975
No log	2.8889	26	1.2632	0.2283	1.2632	1.1239
No log	3.1111	28	1.1137	0.1919	1.1137	1.0553
No log	3.3333	30	1.1668	0.2173	1.1668	1.0802
No log	3.5556	32	1.4206	0.2264	1.4206	1.1919
No log	3.7778	34	1.2710	0.2281	1.2710	1.1274
No log	4.0	36	1.0302	0.2788	1.0302	1.0150
No log	4.2222	38	1.0774	0.1379	1.0774	1.0380
No log	4.4444	40	1.1850	0.1671	1.1850	1.0886
No log	4.6667	42	1.1560	0.1454	1.1560	1.0752
No log	4.8889	44	1.0829	0.1454	1.0829	1.0406
No log	5.1111	46	0.9931	0.1944	0.9931	0.9965
No log	5.3333	48	1.1182	0.3066	1.1182	1.0575
No log	5.5556	50	1.2234	0.3355	1.2234	1.1061
No log	5.7778	52	1.1426	0.3523	1.1426	1.0689
No log	6.0	54	1.0413	0.2923	1.0413	1.0204
No log	6.2222	56	0.9910	0.2158	0.9910	0.9955
No log	6.4444	58	1.0095	0.1867	1.0095	1.0047
No log	6.6667	60	1.0340	0.2312	1.0340	1.0169
No log	6.8889	62	1.0771	0.2567	1.0771	1.0378
No log	7.1111	64	1.2098	0.3494	1.2098	1.0999
No log	7.3333	66	1.3595	0.2852	1.3595	1.1660
No log	7.5556	68	1.2901	0.3343	1.2901	1.1358
No log	7.7778	70	1.1155	0.3339	1.1155	1.0562
No log	8.0	72	1.1104	0.3154	1.1104	1.0538
No log	8.2222	74	1.0629	0.2973	1.0629	1.0310
No log	8.4444	76	1.0154	0.3128	1.0154	1.0077
No log	8.6667	78	1.0700	0.3137	1.0700	1.0344
No log	8.8889	80	1.1231	0.2864	1.1231	1.0598
No log	9.1111	82	1.1079	0.3145	1.1079	1.0526
No log	9.3333	84	1.1551	0.4206	1.1551	1.0747
No log	9.5556	86	1.0931	0.3897	1.0931	1.0455
No log	9.7778	88	0.9857	0.3402	0.9857	0.9928
No log	10.0	90	1.1032	0.3327	1.1032	1.0503
No log	10.2222	92	1.1477	0.2980	1.1477	1.0713
No log	10.4444	94	1.1516	0.2922	1.1516	1.0731
No log	10.6667	96	1.1246	0.2777	1.1246	1.0604
No log	10.8889	98	1.0441	0.3485	1.0441	1.0218
No log	11.1111	100	1.0991	0.3029	1.0991	1.0484
No log	11.3333	102	1.2310	0.2745	1.2310	1.1095
No log	11.5556	104	1.1458	0.3330	1.1458	1.0704
No log	11.7778	106	0.9944	0.3357	0.9944	0.9972
No log	12.0	108	0.9645	0.3548	0.9645	0.9821
No log	12.2222	110	0.9624	0.3503	0.9624	0.9810
No log	12.4444	112	1.0019	0.3508	1.0019	1.0010
No log	12.6667	114	1.0712	0.3578	1.0712	1.0350
No log	12.8889	116	1.0404	0.2696	1.0404	1.0200
No log	13.1111	118	1.0445	0.2643	1.0445	1.0220
No log	13.3333	120	1.0683	0.3045	1.0683	1.0336
No log	13.5556	122	1.0357	0.2692	1.0357	1.0177
No log	13.7778	124	1.0322	0.2176	1.0322	1.0160
No log	14.0	126	1.0103	0.2910	1.0103	1.0051
No log	14.2222	128	0.9744	0.3981	0.9744	0.9871
No log	14.4444	130	0.9640	0.3949	0.9640	0.9818
No log	14.6667	132	1.0559	0.3341	1.0559	1.0276
No log	14.8889	134	1.0971	0.3427	1.0971	1.0474
No log	15.1111	136	0.9931	0.3380	0.9931	0.9965
No log	15.3333	138	0.9506	0.3857	0.9506	0.9750
No log	15.5556	140	1.0019	0.4351	1.0019	1.0010
No log	15.7778	142	1.0433	0.4337	1.0433	1.0214
No log	16.0	144	1.0924	0.3616	1.0924	1.0452
No log	16.2222	146	1.1663	0.3226	1.1663	1.0800
No log	16.4444	148	1.1452	0.2985	1.1452	1.0702
No log	16.6667	150	1.0499	0.4239	1.0499	1.0246
No log	16.8889	152	0.9801	0.3327	0.9801	0.9900
No log	17.1111	154	0.9504	0.3689	0.9504	0.9749
No log	17.3333	156	0.9514	0.3729	0.9514	0.9754
No log	17.5556	158	1.0091	0.4290	1.0091	1.0045
No log	17.7778	160	1.0348	0.4037	1.0348	1.0173
No log	18.0	162	1.0114	0.4290	1.0114	1.0057
No log	18.2222	164	1.0309	0.3684	1.0309	1.0153
No log	18.4444	166	1.0497	0.3897	1.0497	1.0246
No log	18.6667	168	1.0294	0.4115	1.0294	1.0146
No log	18.8889	170	0.9954	0.3974	0.9954	0.9977
No log	19.1111	172	0.9861	0.3389	0.9861	0.9930
No log	19.3333	174	0.9719	0.4313	0.9719	0.9858
No log	19.5556	176	0.9779	0.4313	0.9779	0.9889
No log	19.7778	178	1.0162	0.3772	1.0162	1.0081
No log	20.0	180	1.1143	0.3946	1.1143	1.0556
No log	20.2222	182	1.1420	0.3539	1.1420	1.0686
No log	20.4444	184	1.1347	0.3824	1.1347	1.0652
No log	20.6667	186	1.0732	0.4175	1.0732	1.0359
No log	20.8889	188	1.0196	0.3316	1.0196	1.0097
No log	21.1111	190	1.0098	0.3552	1.0098	1.0049
No log	21.3333	192	1.0210	0.2879	1.0210	1.0104
No log	21.5556	194	1.0292	0.2716	1.0292	1.0145
No log	21.7778	196	1.0522	0.3806	1.0522	1.0258
No log	22.0	198	1.0610	0.3897	1.0610	1.0300
No log	22.2222	200	1.0105	0.3842	1.0105	1.0052
No log	22.4444	202	0.9967	0.3841	0.9967	0.9983
No log	22.6667	204	1.0207	0.3521	1.0207	1.0103
No log	22.8889	206	1.0395	0.3437	1.0395	1.0196
No log	23.1111	208	1.0345	0.3736	1.0345	1.0171
No log	23.3333	210	1.0020	0.3613	1.0020	1.0010
No log	23.5556	212	1.0365	0.4005	1.0365	1.0181
No log	23.7778	214	1.0711	0.3734	1.0711	1.0349
No log	24.0	216	1.0265	0.4060	1.0265	1.0132
No log	24.2222	218	1.0252	0.4366	1.0252	1.0125
No log	24.4444	220	1.0231	0.4366	1.0231	1.0115
No log	24.6667	222	1.0298	0.4440	1.0298	1.0148
No log	24.8889	224	1.0325	0.4659	1.0325	1.0161
No log	25.1111	226	1.0444	0.3785	1.0444	1.0220
No log	25.3333	228	1.0569	0.4120	1.0569	1.0281
No log	25.5556	230	1.0366	0.4435	1.0366	1.0182
No log	25.7778	232	1.0623	0.4098	1.0623	1.0307
No log	26.0	234	1.0545	0.4419	1.0545	1.0269
No log	26.2222	236	1.0069	0.4058	1.0069	1.0035
No log	26.4444	238	1.0022	0.3502	1.0022	1.0011
No log	26.6667	240	0.9899	0.4191	0.9899	0.9949
No log	26.8889	242	1.0144	0.4540	1.0144	1.0072
No log	27.1111	244	1.0616	0.4053	1.0616	1.0303
No log	27.3333	246	1.0405	0.4039	1.0405	1.0200
No log	27.5556	248	1.0115	0.3447	1.0115	1.0058
No log	27.7778	250	1.0169	0.2812	1.0169	1.0084
No log	28.0	252	1.0109	0.3052	1.0109	1.0054
No log	28.2222	254	1.0013	0.3878	1.0013	1.0007
No log	28.4444	256	1.0067	0.3347	1.0067	1.0033
No log	28.6667	258	0.9880	0.2432	0.9880	0.9940
No log	28.8889	260	0.9861	0.2922	0.9861	0.9930
No log	29.1111	262	0.9888	0.2290	0.9888	0.9944
No log	29.3333	264	0.9808	0.2673	0.9808	0.9903
No log	29.5556	266	0.9805	0.3365	0.9805	0.9902
No log	29.7778	268	1.0038	0.4086	1.0038	1.0019
No log	30.0	270	1.0150	0.4191	1.0150	1.0074
No log	30.2222	272	0.9940	0.3365	0.9940	0.9970
No log	30.4444	274	1.0096	0.3363	1.0096	1.0048
No log	30.6667	276	1.0624	0.3433	1.0624	1.0307
No log	30.8889	278	1.0426	0.2714	1.0426	1.0211
No log	31.1111	280	1.0313	0.3169	1.0313	1.0156
No log	31.3333	282	1.1051	0.3483	1.1051	1.0512
No log	31.5556	284	1.1181	0.3842	1.1181	1.0574
No log	31.7778	286	1.0370	0.3728	1.0370	1.0183
No log	32.0	288	0.9556	0.3493	0.9556	0.9776
No log	32.2222	290	0.9290	0.3513	0.9290	0.9639
No log	32.4444	292	0.9240	0.4434	0.9240	0.9613
No log	32.6667	294	0.9597	0.3765	0.9597	0.9796
No log	32.8889	296	1.0277	0.4257	1.0277	1.0137
No log	33.1111	298	1.0386	0.4008	1.0386	1.0191
No log	33.3333	300	1.0030	0.3437	1.0030	1.0015
No log	33.5556	302	0.9734	0.2394	0.9734	0.9866
No log	33.7778	304	0.9732	0.3080	0.9732	0.9865
No log	34.0	306	0.9625	0.3080	0.9625	0.9811
No log	34.2222	308	0.9566	0.3133	0.9566	0.9781
No log	34.4444	310	0.9744	0.3296	0.9744	0.9871
No log	34.6667	312	1.0059	0.3806	1.0059	1.0029
No log	34.8889	314	1.0041	0.3879	1.0041	1.0021
No log	35.1111	316	0.9472	0.3697	0.9472	0.9733
No log	35.3333	318	0.8978	0.3685	0.8978	0.9475
No log	35.5556	320	0.8919	0.3311	0.8919	0.9444
No log	35.7778	322	0.8929	0.3020	0.8929	0.9450
No log	36.0	324	0.8875	0.3154	0.8875	0.9421
No log	36.2222	326	0.9117	0.3540	0.9117	0.9548
No log	36.4444	328	0.9668	0.4039	0.9668	0.9833
No log	36.6667	330	0.9982	0.3861	0.9982	0.9991
No log	36.8889	332	0.9548	0.4039	0.9548	0.9771
No log	37.1111	334	0.9044	0.4030	0.9044	0.9510
No log	37.3333	336	0.9017	0.3495	0.9017	0.9496
No log	37.5556	338	0.9074	0.3216	0.9074	0.9526
No log	37.7778	340	0.8949	0.3985	0.8949	0.9460
No log	38.0	342	0.9066	0.4321	0.9066	0.9522
No log	38.2222	344	0.9561	0.4419	0.9561	0.9778
No log	38.4444	346	0.9751	0.4633	0.9751	0.9875
No log	38.6667	348	0.9638	0.4473	0.9638	0.9818
No log	38.8889	350	0.9726	0.4477	0.9726	0.9862
No log	39.1111	352	1.0047	0.4321	1.0047	1.0024
No log	39.3333	354	1.0099	0.4579	1.0099	1.0050
No log	39.5556	356	1.0116	0.4024	1.0116	1.0058
No log	39.7778	358	1.0003	0.3601	1.0003	1.0001
No log	40.0	360	0.9871	0.3059	0.9871	0.9935
No log	40.2222	362	0.9590	0.2892	0.9590	0.9793
No log	40.4444	364	0.9414	0.3647	0.9414	0.9703
No log	40.6667	366	0.9315	0.4280	0.9315	0.9651
No log	40.8889	368	0.9062	0.4630	0.9062	0.9519
No log	41.1111	370	0.8976	0.4503	0.8976	0.9474
No log	41.3333	372	0.9068	0.4503	0.9068	0.9523
No log	41.5556	374	0.9189	0.4630	0.9189	0.9586
No log	41.7778	376	0.9299	0.4503	0.9299	0.9643
No log	42.0	378	0.9387	0.4503	0.9387	0.9689
No log	42.2222	380	0.9343	0.2693	0.9343	0.9666
No log	42.4444	382	0.9448	0.2532	0.9448	0.9720
No log	42.6667	384	0.9516	0.2669	0.9516	0.9755
No log	42.8889	386	0.9609	0.3398	0.9609	0.9803
No log	43.1111	388	0.9720	0.3209	0.9720	0.9859
No log	43.3333	390	0.9750	0.2910	0.9750	0.9874
No log	43.5556	392	0.9622	0.2596	0.9622	0.9809
No log	43.7778	394	0.9455	0.2290	0.9455	0.9724
No log	44.0	396	0.9291	0.2432	0.9291	0.9639
No log	44.2222	398	0.9296	0.2974	0.9296	0.9641
No log	44.4444	400	0.9788	0.4119	0.9788	0.9894
No log	44.6667	402	1.0724	0.3735	1.0724	1.0356
No log	44.8889	404	1.0904	0.3987	1.0904	1.0442
No log	45.1111	406	1.0443	0.3879	1.0443	1.0219
No log	45.3333	408	0.9723	0.4375	0.9723	0.9861
No log	45.5556	410	0.9520	0.4169	0.9520	0.9757
No log	45.7778	412	0.9405	0.4089	0.9405	0.9698
No log	46.0	414	0.9452	0.3941	0.9452	0.9722
No log	46.2222	416	0.9511	0.3544	0.9511	0.9752
No log	46.4444	418	0.9395	0.4390	0.9395	0.9693
No log	46.6667	420	0.9324	0.4089	0.9324	0.9656
No log	46.8889	422	0.9352	0.4059	0.9352	0.9671
No log	47.1111	424	0.9291	0.4169	0.9291	0.9639
No log	47.3333	426	0.9170	0.3671	0.9170	0.9576
No log	47.5556	428	0.9146	0.2982	0.9146	0.9564
No log	47.7778	430	0.9211	0.3447	0.9211	0.9597
No log	48.0	432	0.9417	0.3784	0.9417	0.9704
No log	48.2222	434	0.9706	0.4153	0.9706	0.9852
No log	48.4444	436	0.9821	0.4305	0.9821	0.9910
No log	48.6667	438	0.9835	0.4089	0.9835	0.9917
No log	48.8889	440	0.9962	0.4045	0.9962	0.9981
No log	49.1111	442	1.0120	0.3169	1.0120	1.0060
No log	49.3333	444	1.0068	0.3466	1.0068	1.0034
No log	49.5556	446	1.0101	0.4089	1.0101	1.0051
No log	49.7778	448	1.0071	0.4118	1.0071	1.0036
No log	50.0	450	1.0019	0.4293	1.0019	1.0009
No log	50.2222	452	0.9958	0.4045	0.9958	0.9979
No log	50.4444	454	0.9863	0.4045	0.9863	0.9931
No log	50.6667	456	0.9755	0.4229	0.9755	0.9877
No log	50.8889	458	0.9673	0.3638	0.9673	0.9835
No log	51.1111	460	0.9612	0.3133	0.9612	0.9804
No log	51.3333	462	0.9591	0.4186	0.9591	0.9794
No log	51.5556	464	0.9662	0.4059	0.9662	0.9830
No log	51.7778	466	0.9633	0.4186	0.9633	0.9815
No log	52.0	468	0.9610	0.4229	0.9610	0.9803
No log	52.2222	470	0.9698	0.4300	0.9698	0.9848
No log	52.4444	472	0.9790	0.3767	0.9790	0.9894
No log	52.6667	474	0.9728	0.3548	0.9728	0.9863
No log	52.8889	476	0.9809	0.3729	0.9809	0.9904
No log	53.1111	478	0.9947	0.3634	0.9947	0.9974
No log	53.3333	480	0.9848	0.3634	0.9848	0.9924
No log	53.5556	482	0.9502	0.3577	0.9502	0.9748
No log	53.7778	484	0.9440	0.3485	0.9440	0.9716
No log	54.0	486	0.9480	0.3747	0.9480	0.9736
No log	54.2222	488	0.9537	0.4213	0.9537	0.9766
No log	54.4444	490	0.9565	0.4213	0.9565	0.9780
No log	54.6667	492	0.9589	0.4293	0.9589	0.9792
No log	54.8889	494	0.9753	0.3989	0.9753	0.9876
No log	55.1111	496	0.9913	0.3384	0.9913	0.9956
No log	55.3333	498	0.9788	0.3747	0.9788	0.9894
0.2433	55.5556	500	0.9539	0.3323	0.9539	0.9767
0.2433	55.7778	502	0.9584	0.4010	0.9584	0.9790
0.2433	56.0	504	0.9640	0.3590	0.9640	0.9818
0.2433	56.2222	506	0.9566	0.4106	0.9566	0.9781
0.2433	56.4444	508	0.9278	0.4010	0.9278	0.9632
0.2433	56.6667	510	0.9034	0.3418	0.9034	0.9505
0.2433	56.8889	512	0.9062	0.3080	0.9062	0.9519
0.2433	57.1111	514	0.9158	0.3646	0.9158	0.9570
0.2433	57.3333	516	0.9067	0.3216	0.9067	0.9522
0.2433	57.5556	518	0.8905	0.3855	0.8905	0.9436
0.2433	57.7778	520	0.9041	0.4645	0.9041	0.9509
0.2433	58.0	522	0.9532	0.4119	0.9532	0.9763
0.2433	58.2222	524	0.9783	0.4119	0.9783	0.9891
0.2433	58.4444	526	0.9652	0.3897	0.9652	0.9824
0.2433	58.6667	528	0.9417	0.4186	0.9417	0.9704
0.2433	58.8889	530	0.9533	0.3941	0.9533	0.9764
0.2433	59.1111	532	0.9877	0.3561	0.9877	0.9938
0.2433	59.3333	534	0.9906	0.3681	0.9906	0.9953
0.2433	59.5556	536	0.9656	0.4196	0.9656	0.9826
0.2433	59.7778	538	0.9565	0.4165	0.9565	0.9780
0.2433	60.0	540	0.9546	0.3874	0.9546	0.9770
0.2433	60.2222	542	0.9540	0.3384	0.9540	0.9767
0.2433	60.4444	544	0.9564	0.3614	0.9564	0.9779
0.2433	60.6667	546	0.9621	0.3692	0.9621	0.9809
0.2433	60.8889	548	0.9595	0.3651	0.9595	0.9795
0.2433	61.1111	550	0.9514	0.3363	0.9514	0.9754
0.2433	61.3333	552	0.9408	0.3633	0.9408	0.9699
0.2433	61.5556	554	0.9356	0.3559	0.9356	0.9673
0.2433	61.7778	556	0.9440	0.3914	0.9440	0.9716
0.2433	62.0	558	0.9405	0.3914	0.9405	0.9698
0.2433	62.2222	560	0.9388	0.3914	0.9388	0.9689
0.2433	62.4444	562	0.9472	0.3914	0.9472	0.9732
0.2433	62.6667	564	0.9409	0.3914	0.9409	0.9700
0.2433	62.8889	566	0.9221	0.4321	0.9221	0.9603
0.2433	63.1111	568	0.9150	0.3855	0.9150	0.9566
0.2433	63.3333	570	0.9208	0.3503	0.9208	0.9596
0.2433	63.5556	572	0.9196	0.3855	0.9196	0.9590
0.2433	63.7778	574	0.9139	0.4208	0.9139	0.9560
0.2433	64.0	576	0.9229	0.4197	0.9229	0.9607
0.2433	64.2222	578	0.9522	0.4237	0.9522	0.9758
0.2433	64.4444	580	0.9596	0.4257	0.9596	0.9796
0.2433	64.6667	582	0.9441	0.4522	0.9441	0.9716
0.2433	64.8889	584	0.9336	0.4646	0.9336	0.9662
0.2433	65.1111	586	0.9242	0.4197	0.9242	0.9614
0.2433	65.3333	588	0.9131	0.3577	0.9131	0.9556
0.2433	65.5556	590	0.9096	0.3951	0.9096	0.9537
0.2433	65.7778	592	0.9116	0.3590	0.9116	0.9548
0.2433	66.0	594	0.9090	0.3951	0.9090	0.9534
0.2433	66.2222	596	0.9061	0.3951	0.9061	0.9519
0.2433	66.4444	598	0.9051	0.4321	0.9051	0.9513
0.2433	66.6667	600	0.9077	0.4321	0.9077	0.9527
0.2433	66.8889	602	0.9099	0.4321	0.9099	0.9539
0.2433	67.1111	604	0.9088	0.4321	0.9088	0.9533
0.2433	67.3333	606	0.9068	0.4321	0.9068	0.9523
0.2433	67.5556	608	0.9095	0.4661	0.9095	0.9537
0.2433	67.7778	610	0.9182	0.4413	0.9182	0.9582
0.2433	68.0	612	0.9309	0.4503	0.9309	0.9648
0.2433	68.2222	614	0.9301	0.4503	0.9301	0.9644
0.2433	68.4444	616	0.9359	0.4503	0.9359	0.9674
0.2433	68.6667	618	0.9266	0.3628	0.9266	0.9626
0.2433	68.8889	620	0.9137	0.3628	0.9137	0.9559
0.2433	69.1111	622	0.9009	0.3932	0.9009	0.9492
0.2433	69.3333	624	0.8924	0.4065	0.8924	0.9447
0.2433	69.5556	626	0.8899	0.3590	0.8899	0.9433
0.2433	69.7778	628	0.8870	0.3590	0.8870	0.9418
0.2433	70.0	630	0.8852	0.4321	0.8852	0.9409
0.2433	70.2222	632	0.8908	0.4661	0.8908	0.9438
0.2433	70.4444	634	0.8936	0.4661	0.8936	0.9453
0.2433	70.6667	636	0.8920	0.4661	0.8920	0.9444
0.2433	70.8889	638	0.8861	0.5016	0.8861	0.9413
0.2433	71.1111	640	0.8756	0.4565	0.8756	0.9357
0.2433	71.3333	642	0.8696	0.3590	0.8696	0.9325
0.2433	71.5556	644	0.8672	0.3590	0.8672	0.9312
0.2433	71.7778	646	0.8688	0.4286	0.8688	0.9321
0.2433	72.0	648	0.8854	0.4401	0.8854	0.9410
0.2433	72.2222	650	0.9139	0.4123	0.9139	0.9560
0.2433	72.4444	652	0.9323	0.4257	0.9323	0.9656
0.2433	72.6667	654	0.9283	0.4237	0.9283	0.9635
0.2433	72.8889	656	0.9116	0.3860	0.9116	0.9548
0.2433	73.1111	658	0.8886	0.3896	0.8886	0.9426
0.2433	73.3333	660	0.8804	0.4065	0.8804	0.9383
0.2433	73.5556	662	0.8820	0.3590	0.8820	0.9391
0.2433	73.7778	664	0.8883	0.3311	0.8883	0.9425
0.2433	74.0	666	0.8915	0.3951	0.8915	0.9442
0.2433	74.2222	668	0.8952	0.4321	0.8952	0.9462
0.2433	74.4444	670	0.9002	0.3950	0.9002	0.9488
0.2433	74.6667	672	0.9058	0.4076	0.9058	0.9517
0.2433	74.8889	674	0.9118	0.4423	0.9118	0.9549
0.2433	75.1111	676	0.9092	0.4076	0.9092	0.9535
0.2433	75.3333	678	0.9015	0.4802	0.9015	0.9494
0.2433	75.5556	680	0.8964	0.3967	0.8964	0.9468
0.2433	75.7778	682	0.9020	0.3363	0.9020	0.9497
0.2433	76.0	684	0.9097	0.3780	0.9097	0.9538
0.2433	76.2222	686	0.9223	0.3514	0.9223	0.9604
0.2433	76.4444	688	0.9194	0.3514	0.9194	0.9588
0.2433	76.6667	690	0.9026	0.3651	0.9026	0.9501
0.2433	76.8889	692	0.8908	0.3704	0.8908	0.9438
0.2433	77.1111	694	0.8944	0.4065	0.8944	0.9457
0.2433	77.3333	696	0.9096	0.4519	0.9096	0.9537
0.2433	77.5556	698	0.9177	0.4519	0.9177	0.9580
0.2433	77.7778	700	0.9162	0.4519	0.9162	0.9572
0.2433	78.0	702	0.9079	0.3762	0.9079	0.9528
0.2433	78.2222	704	0.9002	0.3685	0.9002	0.9488
0.2433	78.4444	706	0.8979	0.3704	0.8979	0.9476
0.2433	78.6667	708	0.8988	0.3704	0.8988	0.9481
0.2433	78.8889	710	0.8984	0.3704	0.8984	0.9478
0.2433	79.1111	712	0.8964	0.3704	0.8964	0.9468
0.2433	79.3333	714	0.8934	0.3704	0.8934	0.9452
0.2433	79.5556	716	0.8894	0.3704	0.8894	0.9431
0.2433	79.7778	718	0.8875	0.4065	0.8875	0.9420
0.2433	80.0	720	0.8898	0.3505	0.8898	0.9433
0.2433	80.2222	722	0.8897	0.4145	0.8897	0.9432
0.2433	80.4444	724	0.8852	0.3878	0.8852	0.9409
0.2433	80.6667	726	0.8794	0.3896	0.8794	0.9377
0.2433	80.8889	728	0.8780	0.4033	0.8780	0.9370
0.2433	81.1111	730	0.8744	0.3896	0.8744	0.9351
0.2433	81.3333	732	0.8726	0.3896	0.8726	0.9342
0.2433	81.5556	734	0.8726	0.3896	0.8726	0.9341
0.2433	81.7778	736	0.8729	0.3896	0.8729	0.9343
0.2433	82.0	738	0.8742	0.3525	0.8742	0.9350
0.2433	82.2222	740	0.8758	0.3896	0.8758	0.9359
0.2433	82.4444	742	0.8786	0.4269	0.8786	0.9373
0.2433	82.6667	744	0.8829	0.4145	0.8829	0.9396
0.2433	82.8889	746	0.8855	0.4027	0.8855	0.9410
0.2433	83.1111	748	0.8920	0.4027	0.8920	0.9445
0.2433	83.3333	750	0.8962	0.4027	0.8962	0.9467
0.2433	83.5556	752	0.8955	0.4027	0.8955	0.9463
0.2433	83.7778	754	0.8950	0.4027	0.8950	0.9461
0.2433	84.0	756	0.8904	0.3762	0.8904	0.9436
0.2433	84.2222	758	0.8862	0.4145	0.8862	0.9414
0.2433	84.4444	760	0.8829	0.4527	0.8829	0.9396
0.2433	84.6667	762	0.8825	0.4527	0.8825	0.9394
0.2433	84.8889	764	0.8852	0.4145	0.8852	0.9409
0.2433	85.1111	766	0.8872	0.4145	0.8872	0.9419
0.2433	85.3333	768	0.8910	0.4027	0.8910	0.9439
0.2433	85.5556	770	0.8966	0.3896	0.8966	0.9469
0.2433	85.7778	772	0.8989	0.3896	0.8989	0.9481
0.2433	86.0	774	0.9055	0.3896	0.9055	0.9516
0.2433	86.2222	776	0.9092	0.3896	0.9092	0.9535
0.2433	86.4444	778	0.9129	0.3896	0.9129	0.9554
0.2433	86.6667	780	0.9148	0.3896	0.9148	0.9564
0.2433	86.8889	782	0.9132	0.3896	0.9132	0.9556
0.2433	87.1111	784	0.9121	0.3896	0.9121	0.9551
0.2433	87.3333	786	0.9171	0.3896	0.9171	0.9577
0.2433	87.5556	788	0.9232	0.3896	0.9232	0.9608
0.2433	87.7778	790	0.9286	0.3896	0.9286	0.9636
0.2433	88.0	792	0.9291	0.3896	0.9291	0.9639
0.2433	88.2222	794	0.9305	0.3931	0.9305	0.9646
0.2433	88.4444	796	0.9317	0.3931	0.9317	0.9653
0.2433	88.6667	798	0.9307	0.3931	0.9307	0.9647
0.2433	88.8889	800	0.9321	0.3398	0.9321	0.9654
0.2433	89.1111	802	0.9335	0.3398	0.9335	0.9662
0.2433	89.3333	804	0.9331	0.3112	0.9331	0.9660
0.2433	89.5556	806	0.9340	0.3112	0.9340	0.9664
0.2433	89.7778	808	0.9350	0.3347	0.9350	0.9669
0.2433	90.0	810	0.9321	0.3347	0.9321	0.9655
0.2433	90.2222	812	0.9288	0.3628	0.9288	0.9637
0.2433	90.4444	814	0.9266	0.3628	0.9266	0.9626
0.2433	90.6667	816	0.9274	0.3628	0.9274	0.9630
0.2433	90.8889	818	0.9282	0.3628	0.9282	0.9634
0.2433	91.1111	820	0.9273	0.3628	0.9273	0.9630
0.2433	91.3333	822	0.9248	0.3628	0.9248	0.9617
0.2433	91.5556	824	0.9229	0.3628	0.9229	0.9607
0.2433	91.7778	826	0.9220	0.3628	0.9220	0.9602
0.2433	92.0	828	0.9231	0.3628	0.9231	0.9608
0.2433	92.2222	830	0.9222	0.3628	0.9222	0.9603
0.2433	92.4444	832	0.9201	0.3628	0.9201	0.9592
0.2433	92.6667	834	0.9185	0.3671	0.9185	0.9584
0.2433	92.8889	836	0.9175	0.3398	0.9175	0.9579
0.2433	93.1111	838	0.9158	0.3532	0.9158	0.9570
0.2433	93.3333	840	0.9149	0.3532	0.9149	0.9565
0.2433	93.5556	842	0.9149	0.3532	0.9149	0.9565
0.2433	93.7778	844	0.9151	0.3532	0.9151	0.9566
0.2433	94.0	846	0.9153	0.3532	0.9153	0.9567
0.2433	94.2222	848	0.9156	0.3532	0.9156	0.9569
0.2433	94.4444	850	0.9167	0.3485	0.9167	0.9575
0.2433	94.6667	852	0.9180	0.3347	0.9180	0.9581
0.2433	94.8889	854	0.9191	0.3347	0.9191	0.9587
0.2433	95.1111	856	0.9207	0.3347	0.9207	0.9595
0.2433	95.3333	858	0.9219	0.3347	0.9219	0.9602
0.2433	95.5556	860	0.9222	0.3347	0.9222	0.9603
0.2433	95.7778	862	0.9226	0.3347	0.9226	0.9605
0.2433	96.0	864	0.9223	0.3347	0.9223	0.9604
0.2433	96.2222	866	0.9218	0.3347	0.9218	0.9601
0.2433	96.4444	868	0.9212	0.3347	0.9212	0.9598
0.2433	96.6667	870	0.9199	0.3347	0.9199	0.9591
0.2433	96.8889	872	0.9194	0.3347	0.9194	0.9588
0.2433	97.1111	874	0.9187	0.3347	0.9187	0.9585
0.2433	97.3333	876	0.9178	0.3347	0.9178	0.9580
0.2433	97.5556	878	0.9165	0.3347	0.9165	0.9574
0.2433	97.7778	880	0.9153	0.3347	0.9153	0.9567
0.2433	98.0	882	0.9145	0.3347	0.9145	0.9563
0.2433	98.2222	884	0.9137	0.3347	0.9137	0.9559
0.2433	98.4444	886	0.9130	0.3347	0.9130	0.9555
0.2433	98.6667	888	0.9127	0.3347	0.9127	0.9553
0.2433	98.8889	890	0.9125	0.3347	0.9125	0.9552
0.2433	99.1111	892	0.9123	0.3347	0.9123	0.9552
0.2433	99.3333	894	0.9124	0.3347	0.9124	0.9552
0.2433	99.5556	896	0.9124	0.3347	0.9124	0.9552
0.2433	99.7778	898	0.9125	0.3347	0.9125	0.9552
0.2433	100.0	900	0.9125	0.3347	0.9125	0.9553

Framework versions

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