ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k10_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: 0.6956
• Qwk: 0.4065
• Mse: 0.6956
• Rmse: 0.8340

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	0.0370	2	4.2649	-0.0228	4.2649	2.0652
No log	0.0741	4	2.4048	0.0659	2.4048	1.5507
No log	0.1111	6	1.2037	0.0258	1.2037	1.0971
No log	0.1481	8	0.8782	0.1424	0.8782	0.9371
No log	0.1852	10	0.8781	0.1210	0.8781	0.9371
No log	0.2222	12	0.9623	0.0461	0.9623	0.9810
No log	0.2593	14	1.1572	-0.0959	1.1572	1.0757
No log	0.2963	16	1.0446	-0.0058	1.0446	1.0221
No log	0.3333	18	0.8847	0.0712	0.8847	0.9406
No log	0.3704	20	0.9010	0.0447	0.9010	0.9492
No log	0.4074	22	0.8834	0.1596	0.8834	0.9399
No log	0.4444	24	0.9201	0.1204	0.9201	0.9592
No log	0.4815	26	0.9268	0.1865	0.9268	0.9627
No log	0.5185	28	1.0286	0.0219	1.0286	1.0142
No log	0.5556	30	1.0217	0.0724	1.0217	1.0108
No log	0.5926	32	1.0320	0.0384	1.0320	1.0159
No log	0.6296	34	0.9380	0.2221	0.9380	0.9685
No log	0.6667	36	0.8912	0.2712	0.8912	0.9441
No log	0.7037	38	0.8365	0.2929	0.8365	0.9146
No log	0.7407	40	0.8275	0.2618	0.8275	0.9096
No log	0.7778	42	0.8612	0.2517	0.8612	0.9280
No log	0.8148	44	0.9083	0.1655	0.9083	0.9530
No log	0.8519	46	0.9579	0.0189	0.9579	0.9787
No log	0.8889	48	0.8705	0.2135	0.8705	0.9330
No log	0.9259	50	0.8026	0.2723	0.8026	0.8959
No log	0.9630	52	0.8513	0.1171	0.8513	0.9227
No log	1.0	54	0.8504	0.1725	0.8504	0.9222
No log	1.0370	56	0.8050	0.2772	0.8050	0.8972
No log	1.0741	58	0.7881	0.3398	0.7881	0.8877
No log	1.1111	60	0.8618	0.3128	0.8618	0.9283
No log	1.1481	62	1.0342	0.3109	1.0342	1.0169
No log	1.1852	64	0.8242	0.2916	0.8242	0.9078
No log	1.2222	66	0.7361	0.2098	0.7361	0.8580
No log	1.2593	68	0.7477	0.2240	0.7477	0.8647
No log	1.2963	70	0.8031	0.2975	0.8031	0.8962
No log	1.3333	72	1.0369	0.2641	1.0369	1.0183
No log	1.3704	74	0.8289	0.3314	0.8289	0.9104
No log	1.4074	76	0.7565	0.2932	0.7565	0.8698
No log	1.4444	78	0.7453	0.3283	0.7453	0.8633
No log	1.4815	80	0.9273	0.2649	0.9273	0.9630
No log	1.5185	82	0.9151	0.2909	0.9151	0.9566
No log	1.5556	84	0.7353	0.2598	0.7353	0.8575
No log	1.5926	86	0.7402	0.2537	0.7402	0.8603
No log	1.6296	88	0.7210	0.3183	0.7210	0.8491
No log	1.6667	90	0.7265	0.2319	0.7265	0.8523
No log	1.7037	92	0.9780	0.1547	0.9780	0.9890
No log	1.7407	94	1.1386	0.1581	1.1386	1.0670
No log	1.7778	96	0.9872	0.1703	0.9872	0.9936
No log	1.8148	98	0.7693	0.2500	0.7693	0.8771
No log	1.8519	100	0.6808	0.3121	0.6808	0.8251
No log	1.8889	102	0.7115	0.2345	0.7115	0.8435
No log	1.9259	104	0.7080	0.3626	0.7080	0.8414
No log	1.9630	106	0.7251	0.3840	0.7251	0.8515
No log	2.0	108	0.8961	0.3583	0.8961	0.9466
No log	2.0370	110	0.8678	0.3421	0.8678	0.9315
No log	2.0741	112	0.7853	0.4160	0.7853	0.8862
No log	2.1111	114	0.7847	0.3450	0.7847	0.8858
No log	2.1481	116	0.7820	0.2879	0.7820	0.8843
No log	2.1852	118	0.7886	0.2819	0.7886	0.8880
No log	2.2222	120	0.8080	0.3674	0.8080	0.8989
No log	2.2593	122	0.7933	0.3608	0.7933	0.8907
No log	2.2963	124	0.8356	0.1799	0.8356	0.9141
No log	2.3333	126	0.7891	0.3746	0.7891	0.8883
No log	2.3704	128	1.0069	0.2719	1.0069	1.0034
No log	2.4074	130	1.1976	0.2507	1.1976	1.0944
No log	2.4444	132	0.9833	0.2422	0.9833	0.9916
No log	2.4815	134	0.7235	0.3557	0.7235	0.8506
No log	2.5185	136	0.7984	0.2655	0.7984	0.8935
No log	2.5556	138	0.7571	0.2872	0.7571	0.8701
No log	2.5926	140	0.6836	0.3905	0.6836	0.8268
No log	2.6296	142	0.7576	0.2694	0.7576	0.8704
No log	2.6667	144	0.8193	0.2553	0.8193	0.9052
No log	2.7037	146	0.7582	0.3387	0.7582	0.8708
No log	2.7407	148	0.6818	0.4172	0.6818	0.8257
No log	2.7778	150	0.6817	0.3847	0.6817	0.8256
No log	2.8148	152	0.6857	0.4001	0.6857	0.8280
No log	2.8519	154	0.6964	0.3905	0.6964	0.8345
No log	2.8889	156	0.7135	0.3795	0.7135	0.8447
No log	2.9259	158	0.7874	0.3589	0.7874	0.8874
No log	2.9630	160	0.8083	0.3097	0.8083	0.8990
No log	3.0	162	0.7531	0.3002	0.7531	0.8678
No log	3.0370	164	0.7420	0.3057	0.7420	0.8614
No log	3.0741	166	0.7428	0.2769	0.7428	0.8619
No log	3.1111	168	0.7424	0.2735	0.7424	0.8616
No log	3.1481	170	0.6882	0.3449	0.6882	0.8296
No log	3.1852	172	0.7197	0.4562	0.7197	0.8484
No log	3.2222	174	0.7287	0.4128	0.7287	0.8536
No log	3.2593	176	0.7444	0.4239	0.7444	0.8628
No log	3.2963	178	0.7850	0.3941	0.7850	0.8860
No log	3.3333	180	0.7861	0.4062	0.7861	0.8866
No log	3.3704	182	0.7008	0.4332	0.7008	0.8371
No log	3.4074	184	0.6862	0.4233	0.6862	0.8284
No log	3.4444	186	0.6707	0.3905	0.6707	0.8189
No log	3.4815	188	0.6858	0.3590	0.6858	0.8281
No log	3.5185	190	0.8277	0.3560	0.8277	0.9098
No log	3.5556	192	0.8980	0.3155	0.8980	0.9476
No log	3.5926	194	0.7492	0.3088	0.7492	0.8655
No log	3.6296	196	0.6773	0.3358	0.6773	0.8230
No log	3.6667	198	0.7539	0.3898	0.7539	0.8683
No log	3.7037	200	0.7836	0.3404	0.7836	0.8852
No log	3.7407	202	0.7252	0.4127	0.7252	0.8516
No log	3.7778	204	0.7269	0.3153	0.7269	0.8526
No log	3.8148	206	0.8672	0.2295	0.8672	0.9312
No log	3.8519	208	0.8732	0.2705	0.8732	0.9345
No log	3.8889	210	0.7278	0.3419	0.7278	0.8531
No log	3.9259	212	0.6975	0.4351	0.6975	0.8351
No log	3.9630	214	0.7183	0.4552	0.7183	0.8476
No log	4.0	216	0.7031	0.4728	0.7031	0.8385
No log	4.0370	218	0.7066	0.3930	0.7066	0.8406
No log	4.0741	220	0.7424	0.3812	0.7424	0.8617
No log	4.1111	222	0.7145	0.3401	0.7145	0.8453
No log	4.1481	224	0.7027	0.3419	0.7027	0.8382
No log	4.1852	226	0.6740	0.3789	0.6740	0.8210
No log	4.2222	228	0.6646	0.3990	0.6646	0.8152
No log	4.2593	230	0.6643	0.4154	0.6643	0.8151
No log	4.2963	232	0.6807	0.4047	0.6807	0.8250
No log	4.3333	234	0.7314	0.4496	0.7314	0.8552
No log	4.3704	236	0.7605	0.4808	0.7605	0.8721
No log	4.4074	238	0.7136	0.4234	0.7136	0.8447
No log	4.4444	240	0.7071	0.4520	0.7071	0.8409
No log	4.4815	242	0.7238	0.4571	0.7238	0.8508
No log	4.5185	244	0.7134	0.4346	0.7134	0.8446
No log	4.5556	246	0.7427	0.4241	0.7427	0.8618
No log	4.5926	248	0.7480	0.4094	0.7480	0.8648
No log	4.6296	250	0.7522	0.4079	0.7522	0.8673
No log	4.6667	252	0.7522	0.4296	0.7522	0.8673
No log	4.7037	254	0.7353	0.3845	0.7353	0.8575
No log	4.7407	256	0.7388	0.3514	0.7388	0.8595
No log	4.7778	258	0.7709	0.3659	0.7709	0.8780
No log	4.8148	260	0.7823	0.3613	0.7823	0.8845
No log	4.8519	262	0.7626	0.3703	0.7626	0.8733
No log	4.8889	264	0.7646	0.4058	0.7646	0.8744
No log	4.9259	266	0.7517	0.4111	0.7517	0.8670
No log	4.9630	268	0.7591	0.3921	0.7591	0.8713
No log	5.0	270	0.7818	0.4122	0.7818	0.8842
No log	5.0370	272	0.7745	0.4303	0.7745	0.8800
No log	5.0741	274	0.7880	0.4521	0.7880	0.8877
No log	5.1111	276	0.8725	0.3928	0.8725	0.9341
No log	5.1481	278	0.8682	0.3761	0.8682	0.9318
No log	5.1852	280	0.7397	0.4129	0.7397	0.8600
No log	5.2222	282	0.7005	0.3669	0.7005	0.8370
No log	5.2593	284	0.7074	0.3585	0.7074	0.8410
No log	5.2963	286	0.7026	0.3227	0.7026	0.8382
No log	5.3333	288	0.7122	0.3655	0.7122	0.8439
No log	5.3704	290	0.7270	0.3693	0.7270	0.8526
No log	5.4074	292	0.7674	0.4339	0.7674	0.8760
No log	5.4444	294	0.7428	0.3853	0.7428	0.8618
No log	5.4815	296	0.7304	0.3568	0.7304	0.8546
No log	5.5185	298	0.7671	0.2821	0.7671	0.8758
No log	5.5556	300	0.7282	0.3860	0.7282	0.8534
No log	5.5926	302	0.7099	0.3877	0.7099	0.8426
No log	5.6296	304	0.7235	0.3827	0.7235	0.8506
No log	5.6667	306	0.7305	0.4462	0.7305	0.8547
No log	5.7037	308	0.6874	0.4306	0.6874	0.8291
No log	5.7407	310	0.7730	0.4009	0.7730	0.8792
No log	5.7778	312	0.8971	0.3048	0.8971	0.9472
No log	5.8148	314	0.8102	0.3699	0.8102	0.9001
No log	5.8519	316	0.6982	0.4026	0.6982	0.8356
No log	5.8889	318	0.6854	0.3977	0.6854	0.8279
No log	5.9259	320	0.6907	0.4542	0.6907	0.8311
No log	5.9630	322	0.7088	0.4649	0.7088	0.8419
No log	6.0	324	0.7319	0.4862	0.7319	0.8555
No log	6.0370	326	0.7332	0.4812	0.7332	0.8563
No log	6.0741	328	0.7223	0.4940	0.7223	0.8499
No log	6.1111	330	0.7190	0.3858	0.7190	0.8479
No log	6.1481	332	0.7488	0.3590	0.7488	0.8653
No log	6.1852	334	0.7076	0.2821	0.7076	0.8412
No log	6.2222	336	0.6852	0.2982	0.6852	0.8278
No log	6.2593	338	0.7207	0.2521	0.7207	0.8490
No log	6.2963	340	0.7623	0.2642	0.7623	0.8731
No log	6.3333	342	0.7289	0.3507	0.7289	0.8538
No log	6.3704	344	0.6978	0.3791	0.6978	0.8353
No log	6.4074	346	0.6939	0.3435	0.6939	0.8330
No log	6.4444	348	0.7328	0.3696	0.7328	0.8561
No log	6.4815	350	0.7141	0.384	0.7141	0.8450
No log	6.5185	352	0.6893	0.3894	0.6893	0.8302
No log	6.5556	354	0.6849	0.3443	0.6849	0.8276
No log	6.5926	356	0.7324	0.3791	0.7324	0.8558
No log	6.6296	358	0.7436	0.3755	0.7436	0.8623
No log	6.6667	360	0.7026	0.3604	0.7026	0.8382
No log	6.7037	362	0.7192	0.3814	0.7192	0.8481
No log	6.7407	364	0.7593	0.3607	0.7593	0.8714
No log	6.7778	366	0.7241	0.3776	0.7241	0.8509
No log	6.8148	368	0.7035	0.3373	0.7035	0.8388
No log	6.8519	370	0.7332	0.3985	0.7332	0.8563
No log	6.8889	372	0.7415	0.3983	0.7415	0.8611
No log	6.9259	374	0.7157	0.3970	0.7157	0.8460
No log	6.9630	376	0.7331	0.3808	0.7331	0.8562
No log	7.0	378	0.7475	0.4068	0.7475	0.8646
No log	7.0370	380	0.7260	0.3782	0.7260	0.8521
No log	7.0741	382	0.7003	0.3363	0.7003	0.8369
No log	7.1111	384	0.7012	0.4209	0.7012	0.8374
No log	7.1481	386	0.7126	0.4273	0.7126	0.8442
No log	7.1852	388	0.7068	0.4146	0.7068	0.8407
No log	7.2222	390	0.6893	0.3976	0.6893	0.8302
No log	7.2593	392	0.7194	0.3353	0.7194	0.8482
No log	7.2963	394	0.7559	0.3323	0.7559	0.8694
No log	7.3333	396	0.7225	0.3618	0.7225	0.8500
No log	7.3704	398	0.7170	0.3776	0.7170	0.8468
No log	7.4074	400	0.7965	0.3963	0.7965	0.8925
No log	7.4444	402	0.9136	0.3449	0.9136	0.9558
No log	7.4815	404	0.8872	0.3363	0.8872	0.9419
No log	7.5185	406	0.7623	0.3967	0.7623	0.8731
No log	7.5556	408	0.7050	0.3184	0.7050	0.8396
No log	7.5926	410	0.6974	0.3655	0.6974	0.8351
No log	7.6296	412	0.7093	0.2859	0.7093	0.8422
No log	7.6667	414	0.6987	0.3212	0.6987	0.8359
No log	7.7037	416	0.6966	0.3645	0.6966	0.8346
No log	7.7407	418	0.6930	0.3961	0.6930	0.8324
No log	7.7778	420	0.6835	0.4450	0.6835	0.8267
No log	7.8148	422	0.6783	0.4712	0.6783	0.8236
No log	7.8519	424	0.7015	0.4629	0.7015	0.8376
No log	7.8889	426	0.6753	0.4621	0.6753	0.8218
No log	7.9259	428	0.6774	0.3902	0.6774	0.8230
No log	7.9630	430	0.7012	0.4128	0.7012	0.8374
No log	8.0	432	0.6767	0.4186	0.6767	0.8226
No log	8.0370	434	0.6702	0.4079	0.6702	0.8187
No log	8.0741	436	0.6775	0.4211	0.6775	0.8231
No log	8.1111	438	0.6938	0.4465	0.6938	0.8330
No log	8.1481	440	0.7008	0.4403	0.7008	0.8372
No log	8.1852	442	0.6938	0.4465	0.6938	0.8329
No log	8.2222	444	0.7169	0.4451	0.7169	0.8467
No log	8.2593	446	0.7140	0.4504	0.7140	0.8450
No log	8.2963	448	0.7267	0.4444	0.7267	0.8525
No log	8.3333	450	0.7111	0.4713	0.7111	0.8433
No log	8.3704	452	0.7098	0.4960	0.7098	0.8425
No log	8.4074	454	0.7196	0.4569	0.7196	0.8483
No log	8.4444	456	0.7759	0.4233	0.7759	0.8808
No log	8.4815	458	0.7809	0.4237	0.7809	0.8837
No log	8.5185	460	0.7744	0.4066	0.7744	0.8800
No log	8.5556	462	0.7148	0.3988	0.7148	0.8455
No log	8.5926	464	0.7066	0.4181	0.7066	0.8406
No log	8.6296	466	0.7049	0.3904	0.7049	0.8396
No log	8.6667	468	0.7050	0.4147	0.7050	0.8397
No log	8.7037	470	0.7628	0.3665	0.7628	0.8734
No log	8.7407	472	0.8046	0.2797	0.8046	0.8970
No log	8.7778	474	0.7751	0.3621	0.7751	0.8804
No log	8.8148	476	0.7161	0.3629	0.7161	0.8462
No log	8.8519	478	0.7246	0.3481	0.7246	0.8512
No log	8.8889	480	0.7615	0.4345	0.7615	0.8727
No log	8.9259	482	0.7338	0.3665	0.7338	0.8566
No log	8.9630	484	0.7104	0.4143	0.7104	0.8428
No log	9.0	486	0.7510	0.3212	0.7510	0.8666
No log	9.0370	488	0.7680	0.3347	0.7680	0.8764
No log	9.0741	490	0.7204	0.3338	0.7204	0.8488
No log	9.1111	492	0.6770	0.3475	0.6770	0.8228
No log	9.1481	494	0.6943	0.3249	0.6943	0.8332
No log	9.1852	496	0.6981	0.3090	0.6981	0.8356
No log	9.2222	498	0.6866	0.3215	0.6866	0.8286
0.3989	9.2593	500	0.6787	0.2617	0.6787	0.8238
0.3989	9.2963	502	0.7103	0.3806	0.7103	0.8428
0.3989	9.3333	504	0.7781	0.3991	0.7781	0.8821
0.3989	9.3704	506	0.7649	0.4175	0.7649	0.8746
0.3989	9.4074	508	0.7344	0.3725	0.7344	0.8570
0.3989	9.4444	510	0.6900	0.2849	0.6900	0.8306
0.3989	9.4815	512	0.6813	0.2647	0.6813	0.8254
0.3989	9.5185	514	0.6820	0.2647	0.6820	0.8258
0.3989	9.5556	516	0.6890	0.2912	0.6890	0.8300
0.3989	9.5926	518	0.6841	0.2912	0.6841	0.8271
0.3989	9.6296	520	0.6673	0.3036	0.6673	0.8169
0.3989	9.6667	522	0.6629	0.3024	0.6629	0.8142
0.3989	9.7037	524	0.6666	0.3090	0.6666	0.8165
0.3989	9.7407	526	0.6590	0.3307	0.6590	0.8118
0.3989	9.7778	528	0.6633	0.3598	0.6633	0.8144
0.3989	9.8148	530	0.6790	0.3652	0.6790	0.8240
0.3989	9.8519	532	0.6762	0.3866	0.6762	0.8223
0.3989	9.8889	534	0.6872	0.4164	0.6872	0.8290
0.3989	9.9259	536	0.6703	0.4307	0.6703	0.8187
0.3989	9.9630	538	0.6707	0.4018	0.6707	0.8190
0.3989	10.0	540	0.6676	0.3584	0.6676	0.8171
0.3989	10.0370	542	0.6725	0.4244	0.6725	0.8201
0.3989	10.0741	544	0.7166	0.3911	0.7166	0.8465
0.3989	10.1111	546	0.6942	0.3875	0.6942	0.8332
0.3989	10.1481	548	0.6521	0.3847	0.6521	0.8076
0.3989	10.1852	550	0.6613	0.3423	0.6613	0.8132
0.3989	10.2222	552	0.6784	0.3811	0.6784	0.8236
0.3989	10.2593	554	0.6593	0.3961	0.6593	0.8120
0.3989	10.2963	556	0.6501	0.3639	0.6501	0.8063
0.3989	10.3333	558	0.6681	0.3637	0.6681	0.8174
0.3989	10.3704	560	0.7092	0.4351	0.7092	0.8421
0.3989	10.4074	562	0.6952	0.4476	0.6952	0.8338
0.3989	10.4444	564	0.6861	0.3861	0.6861	0.8283
0.3989	10.4815	566	0.7003	0.4138	0.7003	0.8368
0.3989	10.5185	568	0.6967	0.3646	0.6967	0.8347
0.3989	10.5556	570	0.6775	0.3455	0.6775	0.8231
0.3989	10.5926	572	0.6778	0.3455	0.6778	0.8233
0.3989	10.6296	574	0.6976	0.3124	0.6976	0.8352
0.3989	10.6667	576	0.7550	0.3738	0.7550	0.8689
0.3989	10.7037	578	0.7780	0.4051	0.7780	0.8820
0.3989	10.7407	580	0.7216	0.3524	0.7216	0.8495
0.3989	10.7778	582	0.6932	0.3696	0.6932	0.8326
0.3989	10.8148	584	0.6912	0.4042	0.6912	0.8314
0.3989	10.8519	586	0.6984	0.3805	0.6984	0.8357
0.3989	10.8889	588	0.7320	0.3074	0.7320	0.8556
0.3989	10.9259	590	0.7950	0.4049	0.7950	0.8916
0.3989	10.9630	592	0.8450	0.3658	0.8450	0.9192
0.3989	11.0	594	0.8332	0.3711	0.8332	0.9128
0.3989	11.0370	596	0.7693	0.3146	0.7693	0.8771
0.3989	11.0741	598	0.7161	0.2683	0.7161	0.8462
0.3989	11.1111	600	0.7131	0.2764	0.7131	0.8445
0.3989	11.1481	602	0.7296	0.2635	0.7296	0.8542
0.3989	11.1852	604	0.7695	0.2883	0.7695	0.8772
0.3989	11.2222	606	0.7810	0.3082	0.7810	0.8837
0.3989	11.2593	608	0.7489	0.3211	0.7489	0.8654
0.3989	11.2963	610	0.6990	0.3722	0.6990	0.8361
0.3989	11.3333	612	0.6908	0.3637	0.6908	0.8312
0.3989	11.3704	614	0.6900	0.4327	0.6900	0.8307
0.3989	11.4074	616	0.6778	0.3593	0.6778	0.8233
0.3989	11.4444	618	0.6911	0.3123	0.6911	0.8313
0.3989	11.4815	620	0.7727	0.3614	0.7727	0.8790
0.3989	11.5185	622	0.8277	0.3627	0.8277	0.9098
0.3989	11.5556	624	0.7816	0.3516	0.7816	0.8841
0.3989	11.5926	626	0.6957	0.3840	0.6957	0.8341
0.3989	11.6296	628	0.6688	0.2742	0.6688	0.8178
0.3989	11.6667	630	0.6807	0.3720	0.6807	0.8250
0.3989	11.7037	632	0.6776	0.3833	0.6776	0.8232
0.3989	11.7407	634	0.6928	0.3954	0.6928	0.8324
0.3989	11.7778	636	0.7114	0.3921	0.7114	0.8434
0.3989	11.8148	638	0.6843	0.4111	0.6843	0.8272
0.3989	11.8519	640	0.6685	0.4915	0.6685	0.8176
0.3989	11.8889	642	0.6649	0.4915	0.6649	0.8154
0.3989	11.9259	644	0.6607	0.4582	0.6607	0.8128
0.3989	11.9630	646	0.6603	0.4367	0.6603	0.8126
0.3989	12.0	648	0.6609	0.3799	0.6609	0.8130
0.3989	12.0370	650	0.6551	0.3786	0.6551	0.8094
0.3989	12.0741	652	0.6515	0.3552	0.6515	0.8072
0.3989	12.1111	654	0.6478	0.3962	0.6478	0.8048
0.3989	12.1481	656	0.6561	0.3962	0.6561	0.8100
0.3989	12.1852	658	0.6658	0.3795	0.6658	0.8159
0.3989	12.2222	660	0.6709	0.3794	0.6709	0.8191
0.3989	12.2593	662	0.7029	0.4209	0.7029	0.8384
0.3989	12.2963	664	0.7678	0.4051	0.7678	0.8763
0.3989	12.3333	666	0.7786	0.4165	0.7786	0.8824
0.3989	12.3704	668	0.7494	0.4387	0.7494	0.8657
0.3989	12.4074	670	0.6842	0.3376	0.6842	0.8272
0.3989	12.4444	672	0.6557	0.4136	0.6557	0.8098
0.3989	12.4815	674	0.6543	0.4013	0.6543	0.8089
0.3989	12.5185	676	0.6561	0.4185	0.6561	0.8100
0.3989	12.5556	678	0.6593	0.4337	0.6593	0.8120
0.3989	12.5926	680	0.6632	0.3989	0.6632	0.8144
0.3989	12.6296	682	0.6686	0.3850	0.6686	0.8177
0.3989	12.6667	684	0.6555	0.3717	0.6555	0.8096
0.3989	12.7037	686	0.6537	0.3961	0.6537	0.8085
0.3989	12.7407	688	0.6672	0.3931	0.6672	0.8168
0.3989	12.7778	690	0.6930	0.4439	0.6930	0.8325
0.3989	12.8148	692	0.7478	0.4464	0.7478	0.8647
0.3989	12.8519	694	0.7656	0.4464	0.7656	0.8750
0.3989	12.8889	696	0.7161	0.4330	0.7161	0.8462
0.3989	12.9259	698	0.6732	0.4321	0.6732	0.8205
0.3989	12.9630	700	0.6765	0.3894	0.6765	0.8225
0.3989	13.0	702	0.6678	0.3949	0.6678	0.8172
0.3989	13.0370	704	0.6724	0.4450	0.6724	0.8200
0.3989	13.0741	706	0.6971	0.4169	0.6971	0.8349
0.3989	13.1111	708	0.6941	0.4017	0.6941	0.8331
0.3989	13.1481	710	0.6841	0.4369	0.6841	0.8271
0.3989	13.1852	712	0.7099	0.4153	0.7099	0.8426
0.3989	13.2222	714	0.7661	0.4165	0.7661	0.8753
0.3989	13.2593	716	0.7600	0.4194	0.7600	0.8718
0.3989	13.2963	718	0.7098	0.4773	0.7098	0.8425
0.3989	13.3333	720	0.6987	0.4060	0.6987	0.8359
0.3989	13.3704	722	0.7065	0.3861	0.7065	0.8405
0.3989	13.4074	724	0.6807	0.3993	0.6807	0.8250
0.3989	13.4444	726	0.6681	0.3951	0.6681	0.8174
0.3989	13.4815	728	0.6905	0.4164	0.6905	0.8309
0.3989	13.5185	730	0.6999	0.4100	0.6999	0.8366
0.3989	13.5556	732	0.6771	0.3959	0.6771	0.8228
0.3989	13.5926	734	0.6639	0.3849	0.6639	0.8148
0.3989	13.6296	736	0.6664	0.4125	0.6664	0.8163
0.3989	13.6667	738	0.6685	0.4125	0.6685	0.8176
0.3989	13.7037	740	0.6685	0.4514	0.6685	0.8176
0.3989	13.7407	742	0.6763	0.3486	0.6763	0.8224
0.3989	13.7778	744	0.6774	0.3447	0.6774	0.8230
0.3989	13.8148	746	0.6772	0.4196	0.6772	0.8229
0.3989	13.8519	748	0.7201	0.3721	0.7201	0.8486
0.3989	13.8889	750	0.7478	0.3967	0.7478	0.8647
0.3989	13.9259	752	0.7129	0.3842	0.7129	0.8443
0.3989	13.9630	754	0.6736	0.3720	0.6736	0.8207
0.3989	14.0	756	0.6597	0.3260	0.6597	0.8122
0.3989	14.0370	758	0.6661	0.3535	0.6661	0.8161
0.3989	14.0741	760	0.6634	0.3261	0.6634	0.8145
0.3989	14.1111	762	0.6619	0.3932	0.6619	0.8135
0.3989	14.1481	764	0.7034	0.3979	0.7034	0.8387
0.3989	14.1852	766	0.7503	0.4186	0.7503	0.8662
0.3989	14.2222	768	0.7448	0.4291	0.7448	0.8630
0.3989	14.2593	770	0.7038	0.3582	0.7038	0.8390
0.3989	14.2963	772	0.6633	0.3481	0.6633	0.8145
0.3989	14.3333	774	0.6669	0.3535	0.6669	0.8166
0.3989	14.3704	776	0.6649	0.3427	0.6649	0.8154
0.3989	14.4074	778	0.6675	0.3868	0.6675	0.8170
0.3989	14.4444	780	0.6906	0.3825	0.6906	0.8310
0.3989	14.4815	782	0.6904	0.3923	0.6904	0.8309
0.3989	14.5185	784	0.6962	0.4358	0.6962	0.8344
0.3989	14.5556	786	0.6914	0.4262	0.6914	0.8315
0.3989	14.5926	788	0.6870	0.4385	0.6870	0.8288
0.3989	14.6296	790	0.6940	0.4323	0.6940	0.8331
0.3989	14.6667	792	0.6840	0.4330	0.6840	0.8270
0.3989	14.7037	794	0.6704	0.3710	0.6704	0.8188
0.3989	14.7407	796	0.6604	0.4066	0.6604	0.8127
0.3989	14.7778	798	0.6668	0.3904	0.6668	0.8166
0.3989	14.8148	800	0.6755	0.4607	0.6755	0.8219
0.3989	14.8519	802	0.6829	0.4445	0.6829	0.8264
0.3989	14.8889	804	0.6616	0.4246	0.6616	0.8134
0.3989	14.9259	806	0.6458	0.4192	0.6458	0.8036
0.3989	14.9630	808	0.6336	0.4225	0.6336	0.7960
0.3989	15.0	810	0.6256	0.4268	0.6256	0.7909
0.3989	15.0370	812	0.6270	0.4053	0.6270	0.7919
0.3989	15.0741	814	0.6710	0.3810	0.6710	0.8191
0.3989	15.1111	816	0.6770	0.3746	0.6770	0.8228
0.3989	15.1481	818	0.6395	0.4224	0.6395	0.7997
0.3989	15.1852	820	0.6250	0.4482	0.6250	0.7905
0.3989	15.2222	822	0.6428	0.4607	0.6428	0.8017
0.3989	15.2593	824	0.6432	0.4553	0.6432	0.8020
0.3989	15.2963	826	0.6369	0.4203	0.6369	0.7981
0.3989	15.3333	828	0.6731	0.4489	0.6731	0.8205
0.3989	15.3704	830	0.7253	0.4014	0.7253	0.8517
0.3989	15.4074	832	0.7206	0.3982	0.7206	0.8489
0.3989	15.4444	834	0.6697	0.4266	0.6697	0.8183
0.3989	15.4815	836	0.6468	0.4696	0.6468	0.8042
0.3989	15.5185	838	0.6553	0.4499	0.6553	0.8095
0.3989	15.5556	840	0.6369	0.4286	0.6369	0.7980
0.3989	15.5926	842	0.6288	0.4072	0.6288	0.7930
0.3989	15.6296	844	0.6593	0.4202	0.6593	0.8120
0.3989	15.6667	846	0.7051	0.4073	0.7051	0.8397
0.3989	15.7037	848	0.7109	0.3975	0.7109	0.8432
0.3989	15.7407	850	0.6783	0.4004	0.6783	0.8236
0.3989	15.7778	852	0.6444	0.4189	0.6444	0.8028
0.3989	15.8148	854	0.6317	0.4308	0.6317	0.7948
0.3989	15.8519	856	0.6378	0.4386	0.6378	0.7986
0.3989	15.8889	858	0.6511	0.4498	0.6511	0.8069
0.3989	15.9259	860	0.6488	0.4529	0.6488	0.8055
0.3989	15.9630	862	0.6421	0.4538	0.6421	0.8013
0.3989	16.0	864	0.6372	0.4544	0.6372	0.7982
0.3989	16.0370	866	0.6646	0.4705	0.6646	0.8152
0.3989	16.0741	868	0.6611	0.4567	0.6611	0.8131
0.3989	16.1111	870	0.6353	0.4394	0.6353	0.7970
0.3989	16.1481	872	0.6305	0.4618	0.6305	0.7941
0.3989	16.1852	874	0.6310	0.4587	0.6310	0.7943
0.3989	16.2222	876	0.6236	0.4335	0.6236	0.7897
0.3989	16.2593	878	0.6222	0.4613	0.6222	0.7888
0.3989	16.2963	880	0.6210	0.4623	0.6210	0.7880
0.3989	16.3333	882	0.6215	0.4505	0.6215	0.7884
0.3989	16.3704	884	0.6234	0.4530	0.6234	0.7896
0.3989	16.4074	886	0.6229	0.4273	0.6229	0.7892
0.3989	16.4444	888	0.6284	0.4365	0.6284	0.7927
0.3989	16.4815	890	0.6267	0.4345	0.6267	0.7917
0.3989	16.5185	892	0.6296	0.4368	0.6296	0.7935
0.3989	16.5556	894	0.6307	0.4368	0.6307	0.7942
0.3989	16.5926	896	0.6319	0.4328	0.6319	0.7949
0.3989	16.6296	898	0.6265	0.4433	0.6265	0.7915
0.3989	16.6667	900	0.6221	0.4341	0.6221	0.7887
0.3989	16.7037	902	0.6184	0.4380	0.6184	0.7864
0.3989	16.7407	904	0.6211	0.4331	0.6211	0.7881
0.3989	16.7778	906	0.6329	0.3923	0.6329	0.7956
0.3989	16.8148	908	0.6370	0.3923	0.6370	0.7981
0.3989	16.8519	910	0.6440	0.4124	0.6440	0.8025
0.3989	16.8889	912	0.6364	0.4415	0.6364	0.7978
0.3989	16.9259	914	0.6324	0.4827	0.6324	0.7952
0.3989	16.9630	916	0.6367	0.4712	0.6367	0.7980
0.3989	17.0	918	0.6374	0.4868	0.6374	0.7984
0.3989	17.0370	920	0.6298	0.4433	0.6298	0.7936
0.3989	17.0741	922	0.6262	0.4212	0.6262	0.7913
0.3989	17.1111	924	0.6226	0.4212	0.6226	0.7891
0.3989	17.1481	926	0.6201	0.4569	0.6201	0.7875
0.3989	17.1852	928	0.6240	0.4614	0.6240	0.7899
0.3989	17.2222	930	0.6161	0.4693	0.6161	0.7849
0.3989	17.2593	932	0.6410	0.4292	0.6410	0.8006
0.3989	17.2963	934	0.6465	0.4488	0.6465	0.8041
0.3989	17.3333	936	0.6256	0.4163	0.6256	0.7909
0.3989	17.3704	938	0.6211	0.4322	0.6211	0.7881
0.3989	17.4074	940	0.6531	0.4476	0.6531	0.8081
0.3989	17.4444	942	0.6888	0.4726	0.6888	0.8299
0.3989	17.4815	944	0.6918	0.4726	0.6918	0.8318
0.3989	17.5185	946	0.6702	0.4946	0.6702	0.8186
0.3989	17.5556	948	0.6504	0.4861	0.6504	0.8065
0.3989	17.5926	950	0.6541	0.4818	0.6541	0.8088
0.3989	17.6296	952	0.6489	0.4783	0.6489	0.8056
0.3989	17.6667	954	0.6567	0.4948	0.6567	0.8104
0.3989	17.7037	956	0.6684	0.5438	0.6684	0.8175
0.3989	17.7407	958	0.6579	0.4967	0.6579	0.8111
0.3989	17.7778	960	0.6376	0.4900	0.6376	0.7985
0.3989	17.8148	962	0.6296	0.4788	0.6296	0.7935
0.3989	17.8519	964	0.6319	0.4193	0.6319	0.7949
0.3989	17.8889	966	0.6270	0.4440	0.6270	0.7918
0.3989	17.9259	968	0.6294	0.4592	0.6294	0.7934
0.3989	17.9630	970	0.6303	0.4614	0.6303	0.7939
0.3989	18.0	972	0.6321	0.4614	0.6321	0.7951
0.3989	18.0370	974	0.6270	0.4474	0.6270	0.7918
0.3989	18.0741	976	0.6202	0.4815	0.6202	0.7875
0.3989	18.1111	978	0.6292	0.5075	0.6292	0.7932
0.3989	18.1481	980	0.6572	0.4963	0.6572	0.8107
0.3989	18.1852	982	0.6353	0.4780	0.6353	0.7971
0.3989	18.2222	984	0.6217	0.4474	0.6217	0.7885
0.3989	18.2593	986	0.6191	0.4556	0.6191	0.7868
0.3989	18.2963	988	0.6139	0.4196	0.6139	0.7835
0.3989	18.3333	990	0.6329	0.4905	0.6329	0.7956
0.3989	18.3704	992	0.6486	0.5086	0.6486	0.8053
0.3989	18.4074	994	0.6243	0.4934	0.6243	0.7901
0.3989	18.4444	996	0.6024	0.4497	0.6024	0.7761
0.3989	18.4815	998	0.6024	0.4433	0.6024	0.7761
0.0722	18.5185	1000	0.6044	0.4539	0.6044	0.7774
0.0722	18.5556	1002	0.6345	0.4999	0.6345	0.7966
0.0722	18.5926	1004	0.6415	0.4876	0.6415	0.8009
0.0722	18.6296	1006	0.6148	0.4063	0.6148	0.7841
0.0722	18.6667	1008	0.6138	0.4063	0.6138	0.7835
0.0722	18.7037	1010	0.6392	0.4840	0.6392	0.7995
0.0722	18.7407	1012	0.6662	0.4804	0.6662	0.8162
0.0722	18.7778	1014	0.6590	0.4739	0.6590	0.8118
0.0722	18.8148	1016	0.6394	0.4921	0.6394	0.7996
0.0722	18.8519	1018	0.6215	0.4457	0.6215	0.7884
0.0722	18.8889	1020	0.6133	0.4446	0.6133	0.7832
0.0722	18.9259	1022	0.6121	0.4354	0.6121	0.7824
0.0722	18.9630	1024	0.6167	0.4623	0.6167	0.7853
0.0722	19.0	1026	0.6212	0.4352	0.6212	0.7882
0.0722	19.0370	1028	0.6566	0.3747	0.6566	0.8103
0.0722	19.0741	1030	0.7234	0.4190	0.7234	0.8505
0.0722	19.1111	1032	0.7400	0.4149	0.7400	0.8602
0.0722	19.1481	1034	0.6956	0.4065	0.6956	0.8340

Framework versions

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