ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k7_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: 0.9733
• Qwk: 0.3290
• Mse: 0.9733
• Rmse: 0.9866

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	0.08	2	4.7458	0.0010	4.7458	2.1785
No log	0.16	4	2.6033	-0.0285	2.6033	1.6135
No log	0.24	6	1.7591	0.0504	1.7591	1.3263
No log	0.32	8	1.7122	0.1060	1.7122	1.3085
No log	0.4	10	1.6339	0.0724	1.6339	1.2782
No log	0.48	12	1.4733	0.0	1.4733	1.2138
No log	0.56	14	1.3758	0.0776	1.3758	1.1729
No log	0.64	16	1.4358	0.0926	1.4358	1.1982
No log	0.72	18	1.4130	0.0449	1.4130	1.1887
No log	0.8	20	1.3386	0.0537	1.3386	1.1570
No log	0.88	22	1.5936	0.0169	1.5936	1.2624
No log	0.96	24	1.6326	0.0169	1.6326	1.2777
No log	1.04	26	1.6573	0.0317	1.6573	1.2874
No log	1.12	28	1.5226	0.0488	1.5226	1.2339
No log	1.2	30	1.1207	0.2738	1.1207	1.0586
No log	1.28	32	0.9941	0.3385	0.9941	0.9971
No log	1.3600	34	1.1065	0.2395	1.1065	1.0519
No log	1.44	36	1.6977	0.0585	1.6977	1.3030
No log	1.52	38	1.9481	0.0749	1.9481	1.3957
No log	1.6	40	1.8867	0.0629	1.8867	1.3736
No log	1.6800	42	1.5738	0.0317	1.5738	1.2545
No log	1.76	44	1.2681	0.0926	1.2681	1.1261
No log	1.8400	46	1.1137	0.2984	1.1137	1.0553
No log	1.92	48	1.0807	0.2935	1.0807	1.0396
No log	2.0	50	1.1099	0.2935	1.1099	1.0535
No log	2.08	52	1.1025	0.2836	1.1025	1.0500
No log	2.16	54	1.1182	0.2543	1.1182	1.0574
No log	2.24	56	1.1939	0.1972	1.1939	1.0926
No log	2.32	58	1.3400	0.1990	1.3400	1.1576
No log	2.4	60	1.3343	0.1747	1.3343	1.1551
No log	2.48	62	1.2269	0.2283	1.2269	1.1077
No log	2.56	64	0.9884	0.4059	0.9884	0.9942
No log	2.64	66	0.9130	0.4072	0.9130	0.9555
No log	2.7200	68	0.9738	0.3557	0.9738	0.9868
No log	2.8	70	0.8854	0.4341	0.8854	0.9410
No log	2.88	72	1.2499	0.2153	1.2499	1.1180
No log	2.96	74	1.6397	0.2484	1.6397	1.2805
No log	3.04	76	1.6649	0.2466	1.6649	1.2903
No log	3.12	78	1.4921	0.1846	1.4921	1.2215
No log	3.2	80	1.2498	0.0942	1.2498	1.1180
No log	3.2800	82	1.0347	0.3590	1.0347	1.0172
No log	3.36	84	0.9775	0.4075	0.9775	0.9887
No log	3.44	86	0.9736	0.3641	0.9736	0.9867
No log	3.52	88	0.9560	0.4075	0.9560	0.9778
No log	3.6	90	1.0133	0.4444	1.0133	1.0067
No log	3.68	92	1.3838	0.2639	1.3838	1.1763
No log	3.76	94	1.5954	0.2480	1.5954	1.2631
No log	3.84	96	1.8158	0.2557	1.8158	1.3475
No log	3.92	98	1.6243	0.3138	1.6243	1.2745
No log	4.0	100	1.1687	0.4079	1.1687	1.0811
No log	4.08	102	0.8653	0.5036	0.8653	0.9302
No log	4.16	104	0.9101	0.4794	0.9101	0.9540
No log	4.24	106	0.9727	0.4689	0.9727	0.9862
No log	4.32	108	1.1556	0.4217	1.1556	1.0750
No log	4.4	110	1.3083	0.3613	1.3083	1.1438
No log	4.48	112	1.0818	0.4689	1.0818	1.0401
No log	4.5600	114	0.9624	0.4556	0.9624	0.9810
No log	4.64	116	0.9874	0.375	0.9874	0.9937
No log	4.72	118	0.9304	0.4056	0.9304	0.9646
No log	4.8	120	0.9273	0.3541	0.9273	0.9630
No log	4.88	122	1.0932	0.4015	1.0932	1.0456
No log	4.96	124	1.2375	0.3995	1.2375	1.1124
No log	5.04	126	1.3216	0.3416	1.3216	1.1496
No log	5.12	128	1.1169	0.4556	1.1169	1.0568
No log	5.2	130	0.9166	0.3764	0.9166	0.9574
No log	5.28	132	0.9026	0.3418	0.9026	0.9501
No log	5.36	134	0.8943	0.4354	0.8943	0.9456
No log	5.44	136	1.0050	0.5323	1.0050	1.0025
No log	5.52	138	1.0574	0.5069	1.0574	1.0283
No log	5.6	140	0.9122	0.3956	0.9122	0.9551
No log	5.68	142	0.9034	0.3631	0.9034	0.9505
No log	5.76	144	0.9284	0.3418	0.9284	0.9635
No log	5.84	146	0.9443	0.3522	0.9443	0.9717
No log	5.92	148	0.9941	0.3013	0.9941	0.9971
No log	6.0	150	1.1670	0.4767	1.1670	1.0803
No log	6.08	152	1.1369	0.4538	1.1369	1.0663
No log	6.16	154	0.9607	0.2944	0.9607	0.9801
No log	6.24	156	1.0917	0.3993	1.0917	1.0448
No log	6.32	158	1.2773	0.2132	1.2773	1.1302
No log	6.4	160	1.1871	0.2619	1.1871	1.0896
No log	6.48	162	0.9603	0.3117	0.9603	0.9800
No log	6.5600	164	1.0095	0.3338	1.0095	1.0048
No log	6.64	166	1.2500	0.4088	1.2500	1.1181
No log	6.72	168	1.2512	0.4153	1.2512	1.1186
No log	6.8	170	1.0456	0.4468	1.0456	1.0225
No log	6.88	172	0.8669	0.3930	0.8669	0.9311
No log	6.96	174	0.8708	0.4397	0.8708	0.9332
No log	7.04	176	0.8981	0.4676	0.8981	0.9477
No log	7.12	178	0.8849	0.4181	0.8849	0.9407
No log	7.2	180	0.9249	0.4007	0.9249	0.9617
No log	7.28	182	0.9433	0.4794	0.9433	0.9712
No log	7.36	184	0.9126	0.4794	0.9126	0.9553
No log	7.44	186	0.8440	0.4066	0.8440	0.9187
No log	7.52	188	0.8296	0.3991	0.8296	0.9108
No log	7.6	190	0.8294	0.3983	0.8294	0.9107
No log	7.68	192	0.8273	0.3879	0.8273	0.9096
No log	7.76	194	0.9094	0.4855	0.9094	0.9536
No log	7.84	196	1.1680	0.4512	1.1680	1.0808
No log	7.92	198	1.3016	0.4211	1.3016	1.1409
No log	8.0	200	1.1128	0.4665	1.1128	1.0549
No log	8.08	202	0.8841	0.5641	0.8841	0.9403
No log	8.16	204	0.8354	0.4778	0.8354	0.9140
No log	8.24	206	0.8352	0.4778	0.8352	0.9139
No log	8.32	208	0.8593	0.4906	0.8593	0.9270
No log	8.4	210	1.0668	0.4489	1.0668	1.0329
No log	8.48	212	1.3118	0.4389	1.3118	1.1453
No log	8.56	214	1.2348	0.4719	1.2348	1.1112
No log	8.64	216	1.0256	0.4664	1.0256	1.0127
No log	8.72	218	0.9112	0.3504	0.9112	0.9546
No log	8.8	220	0.9003	0.3336	0.9003	0.9488
No log	8.88	222	0.9223	0.3345	0.9223	0.9604
No log	8.96	224	0.9682	0.3902	0.9682	0.9840
No log	9.04	226	1.0037	0.4524	1.0037	1.0018
No log	9.12	228	0.9777	0.4278	0.9777	0.9888
No log	9.2	230	0.9479	0.4125	0.9479	0.9736
No log	9.28	232	0.9618	0.3919	0.9618	0.9807
No log	9.36	234	0.9909	0.3813	0.9909	0.9955
No log	9.44	236	0.9859	0.3908	0.9859	0.9929
No log	9.52	238	0.9880	0.4175	0.9880	0.9940
No log	9.6	240	0.9629	0.4004	0.9629	0.9813
No log	9.68	242	0.9570	0.4640	0.9570	0.9783
No log	9.76	244	0.9857	0.4156	0.9857	0.9928
No log	9.84	246	1.0112	0.4281	1.0112	1.0056
No log	9.92	248	1.0306	0.3381	1.0306	1.0152
No log	10.0	250	1.0159	0.3373	1.0159	1.0079
No log	10.08	252	0.9944	0.3205	0.9944	0.9972
No log	10.16	254	1.0101	0.3205	1.0101	1.0050
No log	10.24	256	1.0360	0.2941	1.0360	1.0178
No log	10.32	258	1.0207	0.2877	1.0207	1.0103
No log	10.4	260	1.0276	0.3195	1.0276	1.0137
No log	10.48	262	1.0327	0.2721	1.0327	1.0162
No log	10.56	264	1.1065	0.3648	1.1065	1.0519
No log	10.64	266	1.3488	0.3304	1.3488	1.1614
No log	10.72	268	1.3658	0.2224	1.3658	1.1687
No log	10.8	270	1.1891	0.3100	1.1891	1.0904
No log	10.88	272	1.0950	0.3596	1.0950	1.0464
No log	10.96	274	1.1044	0.3596	1.1044	1.0509
No log	11.04	276	1.1352	0.2988	1.1352	1.0655
No log	11.12	278	1.1791	0.3036	1.1791	1.0859
No log	11.2	280	1.1978	0.3365	1.1978	1.0944
No log	11.28	282	1.1950	0.3273	1.1950	1.0932
No log	11.36	284	1.1038	0.2514	1.1038	1.0506
No log	11.44	286	1.0803	0.2694	1.0803	1.0394
No log	11.52	288	1.0856	0.2340	1.0856	1.0419
No log	11.6	290	1.0796	0.2340	1.0796	1.0390
No log	11.68	292	1.0494	0.2431	1.0494	1.0244
No log	11.76	294	1.0792	0.3082	1.0792	1.0389
No log	11.84	296	1.1675	0.3732	1.1675	1.0805
No log	11.92	298	1.1990	0.3830	1.1990	1.0950
No log	12.0	300	1.1507	0.3224	1.1507	1.0727
No log	12.08	302	1.0486	0.2664	1.0486	1.0240
No log	12.16	304	1.0114	0.2995	1.0114	1.0057
No log	12.24	306	1.0077	0.3361	1.0077	1.0038
No log	12.32	308	1.0409	0.3741	1.0409	1.0203
No log	12.4	310	1.1132	0.3418	1.1132	1.0551
No log	12.48	312	1.0819	0.3418	1.0819	1.0401
No log	12.56	314	0.9902	0.3829	0.9902	0.9951
No log	12.64	316	0.9552	0.3084	0.9552	0.9773
No log	12.72	318	0.9597	0.3590	0.9597	0.9797
No log	12.8	320	0.9851	0.3590	0.9851	0.9925
No log	12.88	322	1.0214	0.3190	1.0214	1.0107
No log	12.96	324	1.0459	0.3320	1.0459	1.0227
No log	13.04	326	1.0341	0.3190	1.0341	1.0169
No log	13.12	328	1.0037	0.3037	1.0037	1.0019
No log	13.2	330	0.9772	0.3128	0.9772	0.9886
No log	13.28	332	0.9880	0.3346	0.9880	0.9940
No log	13.36	334	1.0287	0.3276	1.0287	1.0142
No log	13.44	336	1.0890	0.3741	1.0890	1.0435
No log	13.52	338	1.0963	0.3644	1.0963	1.0471
No log	13.6	340	1.0209	0.3179	1.0209	1.0104
No log	13.68	342	0.9539	0.3346	0.9539	0.9767
No log	13.76	344	0.9226	0.3353	0.9226	0.9605
No log	13.84	346	0.9195	0.2877	0.9195	0.9589
No log	13.92	348	0.9514	0.3490	0.9514	0.9754
No log	14.0	350	1.0164	0.4710	1.0164	1.0082
No log	14.08	352	1.1390	0.4820	1.1390	1.0672
No log	14.16	354	1.1665	0.4820	1.1665	1.0801
No log	14.24	356	1.0902	0.5246	1.0902	1.0441
No log	14.32	358	1.0036	0.4090	1.0036	1.0018
No log	14.4	360	1.0038	0.4489	1.0038	1.0019
No log	14.48	362	1.0571	0.4627	1.0571	1.0282
No log	14.56	364	1.1492	0.3832	1.1492	1.0720
No log	14.64	366	1.1234	0.4069	1.1234	1.0599
No log	14.72	368	1.0309	0.3790	1.0309	1.0153
No log	14.8	370	0.9773	0.3942	0.9773	0.9886
No log	14.88	372	0.9713	0.3572	0.9713	0.9855
No log	14.96	374	0.9738	0.3149	0.9738	0.9868
No log	15.04	376	1.0291	0.4136	1.0291	1.0144
No log	15.12	378	1.0423	0.4136	1.0423	1.0209
No log	15.2	380	0.9782	0.4372	0.9782	0.9891
No log	15.28	382	0.9151	0.3527	0.9151	0.9566
No log	15.36	384	0.9098	0.3525	0.9098	0.9539
No log	15.44	386	0.9098	0.3987	0.9098	0.9538
No log	15.52	388	0.9165	0.3472	0.9165	0.9573
No log	15.6	390	0.9543	0.3268	0.9543	0.9769
No log	15.68	392	0.9949	0.4308	0.9949	0.9974
No log	15.76	394	0.9785	0.4529	0.9785	0.9892
No log	15.84	396	0.9849	0.4915	0.9849	0.9924
No log	15.92	398	1.0006	0.4843	1.0006	1.0003
No log	16.0	400	0.9719	0.4825	0.9719	0.9858
No log	16.08	402	0.9472	0.5062	0.9472	0.9732
No log	16.16	404	0.8986	0.5106	0.8986	0.9480
No log	16.24	406	0.8554	0.4301	0.8554	0.9249
No log	16.32	408	0.8693	0.5312	0.8693	0.9324
No log	16.4	410	0.8917	0.5555	0.8917	0.9443
No log	16.48	412	0.9193	0.5004	0.9193	0.9588
No log	16.56	414	0.8829	0.5291	0.8829	0.9396
No log	16.64	416	0.8337	0.4481	0.8337	0.9130
No log	16.72	418	0.8087	0.4481	0.8087	0.8993
No log	16.8	420	0.8398	0.5087	0.8398	0.9164
No log	16.88	422	0.9481	0.5342	0.9481	0.9737
No log	16.96	424	0.9652	0.5184	0.9652	0.9824
No log	17.04	426	0.9015	0.5174	0.9015	0.9495
No log	17.12	428	0.8361	0.4890	0.8361	0.9144
No log	17.2	430	0.8444	0.4503	0.8444	0.9189
No log	17.28	432	0.8954	0.4249	0.8954	0.9462
No log	17.36	434	0.9669	0.3930	0.9669	0.9833
No log	17.44	436	0.9917	0.4100	0.9917	0.9958
No log	17.52	438	0.9808	0.4191	0.9808	0.9903
No log	17.6	440	0.9103	0.4082	0.9103	0.9541
No log	17.68	442	0.8978	0.4004	0.8978	0.9475
No log	17.76	444	0.8884	0.3421	0.8884	0.9426
No log	17.84	446	0.8945	0.3390	0.8945	0.9458
No log	17.92	448	0.9165	0.3294	0.9165	0.9574
No log	18.0	450	0.9698	0.4080	0.9698	0.9848
No log	18.08	452	1.0037	0.4063	1.0037	1.0018
No log	18.16	454	1.0098	0.3805	1.0098	1.0049
No log	18.24	456	0.9668	0.3636	0.9668	0.9833
No log	18.32	458	0.9395	0.3336	0.9395	0.9693
No log	18.4	460	0.9588	0.3237	0.9588	0.9792
No log	18.48	462	0.9841	0.3268	0.9841	0.9920
No log	18.56	464	1.0055	0.3065	1.0055	1.0027
No log	18.64	466	1.0168	0.2802	1.0168	1.0084
No log	18.72	468	1.0045	0.3695	1.0045	1.0023
No log	18.8	470	0.9990	0.3256	0.9990	0.9995
No log	18.88	472	0.9972	0.3256	0.9972	0.9986
No log	18.96	474	1.0173	0.3472	1.0173	1.0086
No log	19.04	476	1.0585	0.3033	1.0585	1.0288
No log	19.12	478	1.0558	0.3033	1.0558	1.0275
No log	19.2	480	0.9984	0.3418	0.9984	0.9992
No log	19.28	482	0.9508	0.3256	0.9508	0.9751
No log	19.36	484	0.9533	0.4277	0.9533	0.9764
No log	19.44	486	0.9466	0.4499	0.9466	0.9729
No log	19.52	488	0.9360	0.3511	0.9360	0.9675
No log	19.6	490	0.9623	0.3276	0.9623	0.9810
No log	19.68	492	1.0417	0.3365	1.0417	1.0206
No log	19.76	494	1.0520	0.3365	1.0520	1.0257
No log	19.84	496	1.0234	0.3224	1.0234	1.0116
No log	19.92	498	0.9926	0.3179	0.9926	0.9963
0.3053	20.0	500	0.9632	0.2647	0.9632	0.9814
0.3053	20.08	502	0.9629	0.2991	0.9629	0.9813
0.3053	20.16	504	0.9790	0.2550	0.9790	0.9894
0.3053	20.24	506	1.0202	0.2747	1.0202	1.0101
0.3053	20.32	508	1.0855	0.3409	1.0855	1.0419
0.3053	20.4	510	1.1033	0.3409	1.1033	1.0504
0.3053	20.48	512	1.0721	0.3348	1.0721	1.0354
0.3053	20.56	514	1.0152	0.2358	1.0152	1.0076
0.3053	20.64	516	0.9810	0.2892	0.9810	0.9905
0.3053	20.72	518	0.9661	0.3437	0.9661	0.9829
0.3053	20.8	520	0.9764	0.3345	0.9764	0.9881
0.3053	20.88	522	0.9743	0.3345	0.9743	0.9871
0.3053	20.96	524	0.9622	0.3641	0.9622	0.9809
0.3053	21.04	526	0.9641	0.2892	0.9641	0.9819
0.3053	21.12	528	0.9901	0.3952	0.9901	0.9950
0.3053	21.2	530	1.0030	0.3812	1.0030	1.0015
0.3053	21.28	532	0.9942	0.3856	0.9942	0.9971
0.3053	21.36	534	0.9701	0.3993	0.9701	0.9849
0.3053	21.44	536	0.9355	0.3875	0.9355	0.9672
0.3053	21.52	538	0.9199	0.3983	0.9199	0.9591
0.3053	21.6	540	0.9159	0.3608	0.9159	0.9570
0.3053	21.68	542	0.9161	0.3692	0.9161	0.9571
0.3053	21.76	544	0.9566	0.4032	0.9566	0.9781
0.3053	21.84	546	1.0355	0.3937	1.0355	1.0176
0.3053	21.92	548	1.0642	0.3569	1.0642	1.0316
0.3053	22.0	550	1.0789	0.3558	1.0789	1.0387
0.3053	22.08	552	1.0634	0.3509	1.0634	1.0312
0.3053	22.16	554	1.0122	0.3850	1.0122	1.0061
0.3053	22.24	556	0.9624	0.3820	0.9624	0.9810
0.3053	22.32	558	0.9492	0.3688	0.9492	0.9742
0.3053	22.4	560	0.9385	0.3688	0.9385	0.9688
0.3053	22.48	562	0.9336	0.3688	0.9336	0.9662
0.3053	22.56	564	0.9732	0.4191	0.9732	0.9865
0.3053	22.64	566	1.0087	0.4103	1.0087	1.0043
0.3053	22.72	568	1.0383	0.4100	1.0383	1.0189
0.3053	22.8	570	1.0925	0.4350	1.0925	1.0452
0.3053	22.88	572	1.1625	0.4081	1.1625	1.0782
0.3053	22.96	574	1.1278	0.4005	1.1278	1.0620
0.3053	23.04	576	1.0309	0.3149	1.0309	1.0154
0.3053	23.12	578	0.9577	0.3230	0.9577	0.9786
0.3053	23.2	580	0.9353	0.3427	0.9353	0.9671
0.3053	23.28	582	0.9462	0.3516	0.9462	0.9728
0.3053	23.36	584	0.9798	0.3930	0.9798	0.9898
0.3053	23.44	586	1.0125	0.4350	1.0125	1.0062
0.3053	23.52	588	0.9829	0.4259	0.9829	0.9914
0.3053	23.6	590	0.9233	0.3728	0.9233	0.9609
0.3053	23.68	592	0.8890	0.3283	0.8890	0.9428
0.3053	23.76	594	0.8857	0.2892	0.8857	0.9411
0.3053	23.84	596	0.8965	0.3997	0.8965	0.9469
0.3053	23.92	598	0.9433	0.4280	0.9433	0.9712
0.3053	24.0	600	1.0299	0.4383	1.0299	1.0148
0.3053	24.08	602	1.0583	0.4325	1.0583	1.0287
0.3053	24.16	604	1.0085	0.4685	1.0085	1.0042
0.3053	24.24	606	0.9258	0.4497	0.9258	0.9622
0.3053	24.32	608	0.8684	0.3627	0.8684	0.9319
0.3053	24.4	610	0.8618	0.3190	0.8618	0.9283
0.3053	24.48	612	0.8648	0.3744	0.8648	0.9300
0.3053	24.56	614	0.8623	0.3190	0.8623	0.9286
0.3053	24.64	616	0.8683	0.3190	0.8683	0.9318
0.3053	24.72	618	0.9024	0.3865	0.9024	0.9500
0.3053	24.8	620	1.0137	0.4822	1.0137	1.0068
0.3053	24.88	622	1.0862	0.4878	1.0862	1.0422
0.3053	24.96	624	1.0711	0.5069	1.0711	1.0349
0.3053	25.04	626	1.0106	0.4906	1.0106	1.0053
0.3053	25.12	628	0.9318	0.4309	0.9318	0.9653
0.3053	25.2	630	0.9011	0.4121	0.9011	0.9493
0.3053	25.28	632	0.9016	0.4121	0.9016	0.9495
0.3053	25.36	634	0.9348	0.4070	0.9348	0.9668
0.3053	25.44	636	0.9795	0.4344	0.9795	0.9897
0.3053	25.52	638	1.0357	0.4931	1.0357	1.0177
0.3053	25.6	640	1.0397	0.4931	1.0397	1.0197
0.3053	25.68	642	0.9923	0.4431	0.9923	0.9962
0.3053	25.76	644	0.9395	0.3993	0.9395	0.9693
0.3053	25.84	646	0.9048	0.3448	0.9048	0.9512
0.3053	25.92	648	0.9056	0.3486	0.9056	0.9516
0.3053	26.0	650	0.9066	0.3771	0.9066	0.9522
0.3053	26.08	652	0.9090	0.4019	0.9090	0.9534
0.3053	26.16	654	0.9126	0.4019	0.9126	0.9553
0.3053	26.24	656	0.9185	0.4019	0.9185	0.9584
0.3053	26.32	658	0.9306	0.3328	0.9306	0.9647
0.3053	26.4	660	0.9319	0.3390	0.9319	0.9653
0.3053	26.48	662	0.9307	0.3390	0.9307	0.9647
0.3053	26.56	664	0.9343	0.3678	0.9343	0.9666
0.3053	26.64	666	0.9325	0.3993	0.9325	0.9657
0.3053	26.72	668	0.9104	0.3678	0.9104	0.9542
0.3053	26.8	670	0.9080	0.3486	0.9080	0.9529
0.3053	26.88	672	0.9182	0.3636	0.9182	0.9582
0.3053	26.96	674	0.9502	0.4372	0.9502	0.9748
0.3053	27.04	676	0.9935	0.4431	0.9935	0.9967
0.3053	27.12	678	0.9957	0.4344	0.9957	0.9978
0.3053	27.2	680	0.9468	0.4311	0.9468	0.9730
0.3053	27.28	682	0.8957	0.4449	0.8957	0.9464
0.3053	27.36	684	0.8740	0.4267	0.8740	0.9349
0.3053	27.44	686	0.8635	0.4326	0.8635	0.9293
0.3053	27.52	688	0.8668	0.3453	0.8668	0.9310
0.3053	27.6	690	0.8766	0.4019	0.8766	0.9363
0.3053	27.68	692	0.8908	0.3762	0.8908	0.9438
0.3053	27.76	694	0.9020	0.3762	0.9020	0.9497
0.3053	27.84	696	0.9140	0.3411	0.9140	0.9560
0.3053	27.92	698	0.9289	0.3276	0.9289	0.9638
0.3053	28.0	700	0.9487	0.3846	0.9487	0.9740
0.3053	28.08	702	0.9829	0.4191	0.9829	0.9914
0.3053	28.16	704	1.0085	0.4444	1.0085	1.0043
0.3053	28.24	706	1.0079	0.4350	1.0079	1.0040
0.3053	28.32	708	0.9613	0.3850	0.9613	0.9804
0.3053	28.4	710	0.9107	0.3636	0.9107	0.9543
0.3053	28.48	712	0.9089	0.3865	0.9089	0.9534
0.3053	28.56	714	0.9261	0.4459	0.9261	0.9623
0.3053	28.64	716	0.9560	0.3980	0.9560	0.9778
0.3053	28.72	718	0.9607	0.4280	0.9607	0.9802
0.3053	28.8	720	0.9539	0.4280	0.9539	0.9767
0.3053	28.88	722	0.9614	0.4280	0.9614	0.9805
0.3053	28.96	724	0.9782	0.4247	0.9782	0.9891
0.3053	29.04	726	1.0041	0.3980	1.0041	1.0020
0.3053	29.12	728	1.0107	0.3980	1.0107	1.0053
0.3053	29.2	730	1.0056	0.3847	1.0056	1.0028
0.3053	29.28	732	1.0231	0.4436	1.0231	1.0115
0.3053	29.36	734	1.0381	0.4677	1.0381	1.0189
0.3053	29.44	736	1.0165	0.4462	1.0165	1.0082
0.3053	29.52	738	0.9516	0.3935	0.9516	0.9755
0.3053	29.6	740	0.8963	0.3952	0.8963	0.9467
0.3053	29.68	742	0.8794	0.3952	0.8794	0.9378
0.3053	29.76	744	0.8910	0.3952	0.8910	0.9440
0.3053	29.84	746	0.9272	0.3952	0.9272	0.9629
0.3053	29.92	748	0.9620	0.4225	0.9620	0.9808
0.3053	30.0	750	0.9572	0.4247	0.9572	0.9784
0.3053	30.08	752	0.9449	0.3989	0.9449	0.9720
0.3053	30.16	754	0.9364	0.3989	0.9364	0.9677
0.3053	30.24	756	0.9202	0.3989	0.9202	0.9593
0.3053	30.32	758	0.9188	0.3989	0.9188	0.9585
0.3053	30.4	760	0.9175	0.3989	0.9175	0.9579
0.3053	30.48	762	0.9191	0.4030	0.9191	0.9587
0.3053	30.56	764	0.9081	0.3989	0.9081	0.9529
0.3053	30.64	766	0.8984	0.4007	0.8984	0.9479
0.3053	30.72	768	0.9015	0.3930	0.9015	0.9495
0.3053	30.8	770	0.9116	0.3354	0.9116	0.9548
0.3053	30.88	772	0.9259	0.3256	0.9259	0.9622
0.3053	30.96	774	0.9523	0.3571	0.9523	0.9759
0.3053	31.04	776	0.9798	0.3472	0.9798	0.9899
0.3053	31.12	778	0.9912	0.3472	0.9912	0.9956
0.3053	31.2	780	0.9969	0.3276	0.9969	0.9984
0.3053	31.28	782	1.0336	0.3494	1.0336	1.0167
0.3053	31.36	784	1.0621	0.3494	1.0621	1.0306
0.3053	31.44	786	1.0444	0.3494	1.0444	1.0220
0.3053	31.52	788	0.9833	0.3584	0.9833	0.9916
0.3053	31.6	790	0.9489	0.3668	0.9489	0.9741
0.3053	31.68	792	0.9316	0.3820	0.9316	0.9652
0.3053	31.76	794	0.9287	0.3865	0.9287	0.9637
0.3053	31.84	796	0.9420	0.3865	0.9420	0.9706
0.3053	31.92	798	0.9829	0.3944	0.9829	0.9914
0.3053	32.0	800	1.0173	0.3897	1.0173	1.0086
0.3053	32.08	802	1.0320	0.3897	1.0320	1.0159
0.3053	32.16	804	1.0697	0.3811	1.0697	1.0343
0.3053	32.24	806	1.0669	0.3812	1.0669	1.0329
0.3053	32.32	808	1.0502	0.3761	1.0502	1.0248
0.3053	32.4	810	1.0617	0.3672	1.0617	1.0304
0.3053	32.48	812	1.1131	0.4136	1.1131	1.0550
0.3053	32.56	814	1.1169	0.4468	1.1169	1.0568
0.3053	32.64	816	1.1379	0.3631	1.1379	1.0667
0.3053	32.72	818	1.1169	0.4050	1.1169	1.0568
0.3053	32.8	820	1.1028	0.4050	1.1028	1.0501
0.3053	32.88	822	1.1038	0.3437	1.1038	1.0506
0.3053	32.96	824	1.0947	0.3727	1.0947	1.0463
0.3053	33.04	826	1.1004	0.3437	1.1004	1.0490
0.3053	33.12	828	1.0707	0.3727	1.0707	1.0348
0.3053	33.2	830	1.0719	0.3727	1.0719	1.0353
0.3053	33.28	832	1.0716	0.3727	1.0716	1.0352
0.3053	33.36	834	1.0676	0.3727	1.0676	1.0332
0.3053	33.44	836	1.0309	0.3897	1.0309	1.0153
0.3053	33.52	838	0.9960	0.3544	0.9960	0.9980
0.3053	33.6	840	0.9527	0.3636	0.9527	0.9760
0.3053	33.68	842	0.9373	0.3013	0.9373	0.9682
0.3053	33.76	844	0.9337	0.2892	0.9337	0.9663
0.3053	33.84	846	0.9337	0.3237	0.9337	0.9663
0.3053	33.92	848	0.9336	0.3090	0.9336	0.9662
0.3053	34.0	850	0.9306	0.3237	0.9306	0.9647
0.3053	34.08	852	0.9305	0.3108	0.9305	0.9646
0.3053	34.16	854	0.9372	0.3355	0.9372	0.9681
0.3053	34.24	856	0.9402	0.3355	0.9402	0.9697
0.3053	34.32	858	0.9369	0.3081	0.9369	0.9680
0.3053	34.4	860	0.9347	0.3108	0.9347	0.9668
0.3053	34.48	862	0.9351	0.3443	0.9351	0.9670
0.3053	34.56	864	0.9325	0.3443	0.9325	0.9656
0.3053	34.64	866	0.9325	0.3154	0.9325	0.9656
0.3053	34.72	868	0.9379	0.3059	0.9379	0.9684
0.3053	34.8	870	0.9359	0.3059	0.9359	0.9674
0.3053	34.88	872	0.9347	0.3199	0.9347	0.9668
0.3053	34.96	874	0.9243	0.2988	0.9243	0.9614
0.3053	35.04	876	0.9164	0.2988	0.9164	0.9573
0.3053	35.12	878	0.9208	0.2988	0.9208	0.9596
0.3053	35.2	880	0.9263	0.3036	0.9263	0.9625
0.3053	35.28	882	0.9180	0.2988	0.9180	0.9581
0.3053	35.36	884	0.8985	0.2988	0.8985	0.9479
0.3053	35.44	886	0.8834	0.3390	0.8834	0.9399
0.3053	35.52	888	0.8713	0.3486	0.8713	0.9335
0.3053	35.6	890	0.8676	0.3733	0.8676	0.9314
0.3053	35.68	892	0.8687	0.3596	0.8687	0.9320
0.3053	35.76	894	0.8778	0.3596	0.8778	0.9369
0.3053	35.84	896	0.8889	0.3626	0.8889	0.9428
0.3053	35.92	898	0.9075	0.4045	0.9075	0.9526
0.3053	36.0	900	0.9163	0.4084	0.9163	0.9572
0.3053	36.08	902	0.9313	0.3993	0.9313	0.9650
0.3053	36.16	904	0.9687	0.4613	0.9687	0.9842
0.3053	36.24	906	0.9806	0.4463	0.9806	0.9903
0.3053	36.32	908	0.9595	0.4613	0.9595	0.9795
0.3053	36.4	910	0.9434	0.3993	0.9434	0.9713
0.3053	36.48	912	0.9295	0.3728	0.9295	0.9641
0.3053	36.56	914	0.9253	0.3596	0.9253	0.9619
0.3053	36.64	916	0.9378	0.3596	0.9378	0.9684
0.3053	36.72	918	0.9615	0.3728	0.9615	0.9806
0.3053	36.8	920	1.0006	0.4278	1.0006	1.0003
0.3053	36.88	922	1.0502	0.4258	1.0502	1.0248
0.3053	36.96	924	1.0546	0.4258	1.0546	1.0269
0.3053	37.04	926	1.0724	0.4289	1.0724	1.0356
0.3053	37.12	928	1.0651	0.4289	1.0651	1.0321
0.3053	37.2	930	1.0905	0.4041	1.0905	1.0442
0.3053	37.28	932	1.1120	0.4073	1.1120	1.0545
0.3053	37.36	934	1.1069	0.4038	1.1069	1.0521
0.3053	37.44	936	1.0937	0.3883	1.0937	1.0458
0.3053	37.52	938	1.1064	0.3798	1.1064	1.0518
0.3053	37.6	940	1.1110	0.3798	1.1110	1.0540
0.3053	37.68	942	1.0885	0.3763	1.0885	1.0433
0.3053	37.76	944	1.0542	0.3606	1.0542	1.0267
0.3053	37.84	946	1.0647	0.3606	1.0647	1.0318
0.3053	37.92	948	1.0850	0.3506	1.0850	1.0416
0.3053	38.0	950	1.0966	0.3418	1.0966	1.0472
0.3053	38.08	952	1.0810	0.3595	1.0810	1.0397
0.3053	38.16	954	1.0322	0.3412	1.0322	1.0160
0.3053	38.24	956	0.9982	0.3820	0.9982	0.9991
0.3053	38.32	958	0.9894	0.2823	0.9894	0.9947
0.3053	38.4	960	0.9911	0.2439	0.9911	0.9956
0.3053	38.48	962	0.9940	0.2584	0.9940	0.9970
0.3053	38.56	964	0.9928	0.2647	0.9928	0.9964
0.3053	38.64	966	0.9902	0.3039	0.9902	0.9951
0.3053	38.72	968	0.9871	0.3108	0.9871	0.9935
0.3053	38.8	970	0.9914	0.3678	0.9914	0.9957
0.3053	38.88	972	1.0196	0.3675	1.0196	1.0098
0.3053	38.96	974	1.0389	0.4015	1.0389	1.0192
0.3053	39.04	976	1.0367	0.4053	1.0367	1.0182
0.3053	39.12	978	1.0054	0.4311	1.0054	1.0027
0.3053	39.2	980	1.0123	0.4103	1.0123	1.0061
0.3053	39.28	982	1.0546	0.4347	1.0546	1.0269
0.3053	39.36	984	1.0931	0.4380	1.0931	1.0455
0.3053	39.44	986	1.0836	0.4100	1.0836	1.0410
0.3053	39.52	988	1.0574	0.4063	1.0574	1.0283
0.3053	39.6	990	1.0363	0.4155	1.0363	1.0180
0.3053	39.68	992	0.9984	0.4155	0.9984	0.9992
0.3053	39.76	994	0.9691	0.3390	0.9691	0.9844
0.3053	39.84	996	0.9569	0.3328	0.9569	0.9782
0.3053	39.92	998	0.9466	0.3328	0.9466	0.9729
0.0527	40.0	1000	0.9400	0.3390	0.9400	0.9696
0.0527	40.08	1002	0.9420	0.3688	0.9420	0.9706
0.0527	40.16	1004	0.9534	0.3688	0.9534	0.9764
0.0527	40.24	1006	0.9529	0.3329	0.9529	0.9761
0.0527	40.32	1008	0.9596	0.3319	0.9596	0.9796
0.0527	40.4	1010	0.9656	0.3497	0.9656	0.9827
0.0527	40.48	1012	0.9690	0.2893	0.9690	0.9844
0.0527	40.56	1014	0.9771	0.2993	0.9771	0.9885
0.0527	40.64	1016	0.9800	0.2993	0.9800	0.9900
0.0527	40.72	1018	0.9785	0.2893	0.9785	0.9892
0.0527	40.8	1020	0.9733	0.3290	0.9733	0.9866

Framework versions

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