ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k11_task1_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: 1.6022
• Qwk: 0.3459
• Mse: 1.6022
• Rmse: 1.2658

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	0.0385	2	6.9184	0.0179	6.9184	2.6303
No log	0.0769	4	5.1593	0.0440	5.1593	2.2714
No log	0.1154	6	3.1386	0.0848	3.1386	1.7716
No log	0.1538	8	2.8779	0.0385	2.8779	1.6964
No log	0.1923	10	2.0551	0.1270	2.0551	1.4336
No log	0.2308	12	1.7651	0.1468	1.7651	1.3286
No log	0.2692	14	1.6492	0.1905	1.6492	1.2842
No log	0.3077	16	1.7013	0.2202	1.7013	1.3043
No log	0.3462	18	1.9502	0.2857	1.9502	1.3965
No log	0.3846	20	1.8353	0.3548	1.8353	1.3547
No log	0.4231	22	1.7426	0.3802	1.7426	1.3201
No log	0.4615	24	1.6828	0.3967	1.6828	1.2972
No log	0.5	26	1.5731	0.4202	1.5731	1.2542
No log	0.5385	28	1.5445	0.4167	1.5445	1.2428
No log	0.5769	30	1.4925	0.3697	1.4925	1.2217
No log	0.6154	32	1.4664	0.3443	1.4664	1.2109
No log	0.6538	34	1.8092	0.3511	1.8092	1.3451
No log	0.6923	36	2.2096	0.2014	2.2096	1.4865
No log	0.7308	38	2.1284	0.2336	2.1284	1.4589
No log	0.7692	40	1.6137	0.3465	1.6137	1.2703
No log	0.8077	42	1.4820	0.2735	1.4820	1.2174
No log	0.8462	44	1.7170	0.1964	1.7170	1.3103
No log	0.8846	46	1.6053	0.2000	1.6053	1.2670
No log	0.9231	48	1.4205	0.2982	1.4205	1.1919
No log	0.9615	50	1.2694	0.3898	1.2694	1.1267
No log	1.0	52	1.2388	0.4	1.2388	1.1130
No log	1.0385	54	1.3046	0.4628	1.3046	1.1422
No log	1.0769	56	1.3967	0.4032	1.3967	1.1818
No log	1.1154	58	1.7222	0.2689	1.7222	1.3123
No log	1.1538	60	1.8695	0.2261	1.8695	1.3673
No log	1.1923	62	1.6389	0.2857	1.6389	1.2802
No log	1.2308	64	1.5224	0.3697	1.5224	1.2338
No log	1.2692	66	1.6246	0.3304	1.6246	1.2746
No log	1.3077	68	1.5863	0.3761	1.5863	1.2595
No log	1.3462	70	1.3576	0.4733	1.3576	1.1652
No log	1.3846	72	1.2179	0.5588	1.2179	1.1036
No log	1.4231	74	1.2061	0.5588	1.2061	1.0982
No log	1.4615	76	1.2001	0.5571	1.2001	1.0955
No log	1.5	78	1.3820	0.4571	1.3820	1.1756
No log	1.5385	80	1.6833	0.3235	1.6833	1.2974
No log	1.5769	82	1.5793	0.3235	1.5793	1.2567
No log	1.6154	84	1.2432	0.5224	1.2432	1.1150
No log	1.6538	86	1.1935	0.5401	1.1935	1.0925
No log	1.6923	88	1.2728	0.4769	1.2728	1.1282
No log	1.7308	90	1.5738	0.3226	1.5738	1.2545
No log	1.7692	92	1.8459	0.2479	1.8459	1.3586
No log	1.8077	94	1.9047	0.1587	1.9047	1.3801
No log	1.8462	96	1.5795	0.3360	1.5795	1.2568
No log	1.8846	98	1.3666	0.4031	1.3666	1.1690
No log	1.9231	100	1.5983	0.3622	1.5983	1.2642
No log	1.9615	102	2.0050	0.1194	2.0050	1.4160
No log	2.0	104	2.1392	0.0752	2.1392	1.4626
No log	2.0385	106	2.0015	0.1550	2.0015	1.4147
No log	2.0769	108	1.7659	0.2424	1.7660	1.3289
No log	2.1154	110	1.6796	0.2857	1.6796	1.2960
No log	2.1538	112	1.5168	0.4857	1.5168	1.2316
No log	2.1923	114	1.5294	0.4930	1.5294	1.2367
No log	2.2308	116	1.7529	0.2979	1.7529	1.3240
No log	2.2692	118	1.9676	0.2207	1.9676	1.4027
No log	2.3077	120	1.8170	0.2797	1.8170	1.3480
No log	2.3462	122	1.5076	0.4242	1.5076	1.2278
No log	2.3846	124	1.4765	0.4242	1.4765	1.2151
No log	2.4231	126	1.7818	0.2979	1.7818	1.3349
No log	2.4615	128	1.9513	0.2378	1.9513	1.3969
No log	2.5	130	1.8483	0.2734	1.8483	1.3595
No log	2.5385	132	1.6014	0.3556	1.6014	1.2654
No log	2.5769	134	1.6362	0.3759	1.6362	1.2792
No log	2.6154	136	1.9141	0.1805	1.9141	1.3835
No log	2.6538	138	1.9037	0.1985	1.9037	1.3798
No log	2.6923	140	1.6572	0.3212	1.6572	1.2873
No log	2.7308	142	1.3308	0.4580	1.3308	1.1536
No log	2.7692	144	1.2496	0.4769	1.2496	1.1178
No log	2.8077	146	1.3930	0.4211	1.3930	1.1803
No log	2.8462	148	1.7339	0.3309	1.7339	1.3168
No log	2.8846	150	1.5907	0.3676	1.5907	1.2612
No log	2.9231	152	1.3698	0.4060	1.3698	1.1704
No log	2.9615	154	1.4303	0.4	1.4303	1.1960
No log	3.0	156	1.7344	0.3212	1.7344	1.3170
No log	3.0385	158	1.8285	0.2443	1.8285	1.3522
No log	3.0769	160	1.5562	0.3609	1.5562	1.2475
No log	3.1154	162	1.4482	0.4328	1.4482	1.2034
No log	3.1538	164	1.5725	0.3881	1.5725	1.2540
No log	3.1923	166	1.7323	0.3111	1.7323	1.3162
No log	3.2308	168	1.7296	0.3259	1.7296	1.3151
No log	3.2692	170	1.5238	0.3609	1.5238	1.2344
No log	3.3077	172	1.3650	0.4308	1.3650	1.1683
No log	3.3462	174	1.4599	0.3881	1.4599	1.2082
No log	3.3846	176	1.5077	0.3881	1.5077	1.2279
No log	3.4231	178	1.5520	0.3704	1.5520	1.2458
No log	3.4615	180	1.4951	0.3881	1.4951	1.2227
No log	3.5	182	1.4814	0.3881	1.4814	1.2171
No log	3.5385	184	1.6451	0.3066	1.6451	1.2826
No log	3.5769	186	1.5694	0.3111	1.5694	1.2527
No log	3.6154	188	1.5156	0.3134	1.5156	1.2311
No log	3.6538	190	1.5288	0.3259	1.5288	1.2364
No log	3.6923	192	1.6765	0.3066	1.6765	1.2948
No log	3.7308	194	1.8376	0.2899	1.8376	1.3556
No log	3.7692	196	1.8418	0.3000	1.8418	1.3571
No log	3.8077	198	1.9087	0.2628	1.9087	1.3816
No log	3.8462	200	1.7116	0.3504	1.7116	1.3083
No log	3.8846	202	1.5597	0.3971	1.5597	1.2489
No log	3.9231	204	1.5760	0.3971	1.5760	1.2554
No log	3.9615	206	1.7747	0.2443	1.7747	1.3322
No log	4.0	208	1.8672	0.2000	1.8672	1.3665
No log	4.0385	210	1.9404	0.1692	1.9404	1.3930
No log	4.0769	212	1.9312	0.1562	1.9312	1.3897
No log	4.1154	214	1.8920	0.1970	1.8920	1.3755
No log	4.1538	216	2.0107	0.1898	2.0107	1.4180
No log	4.1923	218	1.9318	0.2734	1.9318	1.3899
No log	4.2308	220	1.9084	0.2734	1.9084	1.3814
No log	4.2692	222	1.8019	0.2754	1.8019	1.3424
No log	4.3077	224	1.6530	0.3459	1.6530	1.2857
No log	4.3462	226	1.7062	0.2769	1.7062	1.3062
No log	4.3846	228	1.7188	0.3433	1.7188	1.3110
No log	4.4231	230	1.7508	0.3043	1.7508	1.3232
No log	4.4615	232	1.7427	0.3000	1.7427	1.3201
No log	4.5	234	1.7065	0.3022	1.7065	1.3063
No log	4.5385	236	1.6026	0.3453	1.6026	1.2659
No log	4.5769	238	1.4152	0.4925	1.4152	1.1896
No log	4.6154	240	1.2460	0.5714	1.2460	1.1163
No log	4.6538	242	1.2254	0.5312	1.2254	1.1070
No log	4.6923	244	1.3341	0.4923	1.3341	1.1550
No log	4.7308	246	1.6316	0.3824	1.6316	1.2773
No log	4.7692	248	1.8235	0.2714	1.8235	1.3504
No log	4.8077	250	1.7532	0.3286	1.7532	1.3241
No log	4.8462	252	1.5511	0.4	1.5511	1.2454
No log	4.8846	254	1.3563	0.4925	1.3563	1.1646
No log	4.9231	256	1.3744	0.5037	1.3744	1.1724
No log	4.9615	258	1.5720	0.3971	1.5720	1.2538
No log	5.0	260	1.8961	0.2411	1.8961	1.3770
No log	5.0385	262	1.9826	0.1504	1.9826	1.4080
No log	5.0769	264	1.9114	0.1746	1.9114	1.3825
No log	5.1154	266	1.6258	0.3433	1.6258	1.2751
No log	5.1538	268	1.3144	0.5	1.3144	1.1465
No log	5.1923	270	1.2764	0.5	1.2764	1.1298
No log	5.2308	272	1.4375	0.4964	1.4375	1.1990
No log	5.2692	274	1.7233	0.2979	1.7233	1.3128
No log	5.3077	276	1.7750	0.2714	1.7750	1.3323
No log	5.3462	278	1.6965	0.3529	1.6965	1.3025
No log	5.3846	280	1.7360	0.3286	1.7360	1.3176
No log	5.4231	282	1.9564	0.2517	1.9564	1.3987
No log	5.4615	284	2.0910	0.2361	2.0910	1.4460
No log	5.5	286	1.9416	0.2361	1.9416	1.3934
No log	5.5385	288	1.6292	0.3429	1.6292	1.2764
No log	5.5769	290	1.4421	0.4444	1.4421	1.2009
No log	5.6154	292	1.4541	0.3939	1.4541	1.2059
No log	5.6538	294	1.4803	0.3939	1.4803	1.2167
No log	5.6923	296	1.5960	0.3852	1.5960	1.2633
No log	5.7308	298	1.6196	0.3382	1.6196	1.2726
No log	5.7692	300	1.5337	0.3824	1.5337	1.2384
No log	5.8077	302	1.5810	0.3478	1.5810	1.2574
No log	5.8462	304	1.6318	0.3478	1.6318	1.2774
No log	5.8846	306	1.7730	0.3478	1.7730	1.3315
No log	5.9231	308	1.8828	0.2837	1.8828	1.3721
No log	5.9615	310	1.8969	0.2553	1.8969	1.3773
No log	6.0	312	1.7336	0.3212	1.7336	1.3167
No log	6.0385	314	1.5245	0.3846	1.5245	1.2347
No log	6.0769	316	1.5129	0.4219	1.5129	1.2300
No log	6.1154	318	1.5884	0.4154	1.5884	1.2603
No log	6.1538	320	1.6578	0.3969	1.6578	1.2876
No log	6.1923	322	1.8110	0.3259	1.8110	1.3457
No log	6.2308	324	1.8192	0.2774	1.8192	1.3488
No log	6.2692	326	1.6970	0.3433	1.6970	1.3027
No log	6.3077	328	1.5351	0.4179	1.5351	1.2390
No log	6.3462	330	1.5376	0.4179	1.5376	1.2400
No log	6.3846	332	1.6255	0.3971	1.6255	1.2750
No log	6.4231	334	1.6895	0.3478	1.6895	1.2998
No log	6.4615	336	1.6860	0.3768	1.6860	1.2985
No log	6.5	338	1.7133	0.3188	1.7133	1.3089
No log	6.5385	340	1.8585	0.3022	1.8585	1.3633
No log	6.5769	342	1.8555	0.3022	1.8555	1.3622
No log	6.6154	344	1.8658	0.2857	1.8658	1.3660
No log	6.6538	346	1.8273	0.3121	1.8273	1.3518
No log	6.6923	348	1.9511	0.2817	1.9511	1.3968
No log	6.7308	350	2.0010	0.2817	2.0010	1.4146
No log	6.7692	352	1.9840	0.2553	1.9840	1.4085
No log	6.8077	354	1.7944	0.3453	1.7944	1.3396
No log	6.8462	356	1.6232	0.4148	1.6232	1.2740
No log	6.8846	358	1.4903	0.4242	1.4903	1.2208
No log	6.9231	360	1.5817	0.4030	1.5817	1.2577
No log	6.9615	362	1.7964	0.3358	1.7964	1.3403
No log	7.0	364	1.8555	0.3022	1.8555	1.3622
No log	7.0385	366	1.6657	0.3529	1.6657	1.2906
No log	7.0769	368	1.4216	0.4186	1.4216	1.1923
No log	7.1154	370	1.3520	0.4062	1.3520	1.1627
No log	7.1538	372	1.4182	0.4062	1.4182	1.1909
No log	7.1923	374	1.6502	0.4060	1.6502	1.2846
No log	7.2308	376	1.8467	0.3188	1.8467	1.3589
No log	7.2692	378	1.8372	0.3188	1.8372	1.3554
No log	7.3077	380	1.7670	0.3111	1.7670	1.3293
No log	7.3462	382	1.8080	0.2714	1.8080	1.3446
No log	7.3846	384	1.8679	0.2979	1.8679	1.3667
No log	7.4231	386	1.8764	0.2979	1.8764	1.3698
No log	7.4615	388	1.8149	0.2979	1.8149	1.3472
No log	7.5	390	1.8241	0.2979	1.8241	1.3506
No log	7.5385	392	1.9108	0.2979	1.9108	1.3823
No log	7.5769	394	1.9782	0.2394	1.9782	1.4065
No log	7.6154	396	1.8745	0.2714	1.8745	1.3691
No log	7.6538	398	1.8409	0.2979	1.8409	1.3568
No log	7.6923	400	1.9438	0.2394	1.9438	1.3942
No log	7.7308	402	1.9278	0.2394	1.9278	1.3884
No log	7.7692	404	1.8845	0.2878	1.8845	1.3728
No log	7.8077	406	1.8218	0.3188	1.8218	1.3497
No log	7.8462	408	1.8489	0.3188	1.8489	1.3597
No log	7.8846	410	1.8154	0.3188	1.8154	1.3474
No log	7.9231	412	1.8141	0.3358	1.8141	1.3469
No log	7.9615	414	1.7408	0.3529	1.7408	1.3194
No log	8.0	416	1.6474	0.3529	1.6474	1.2835
No log	8.0385	418	1.5767	0.3881	1.5767	1.2557
No log	8.0769	420	1.6006	0.3881	1.6006	1.2651
No log	8.1154	422	1.7336	0.3529	1.7336	1.3166
No log	8.1538	424	1.7608	0.3704	1.7608	1.3269
No log	8.1923	426	1.6255	0.3969	1.6255	1.2750
No log	8.2308	428	1.5366	0.4031	1.5366	1.2396
No log	8.2692	430	1.5364	0.3817	1.5364	1.2395
No log	8.3077	432	1.6278	0.3556	1.6278	1.2759
No log	8.3462	434	1.6490	0.3433	1.6490	1.2841
No log	8.3846	436	1.6932	0.3433	1.6932	1.3012
No log	8.4231	438	1.6846	0.3609	1.6846	1.2979
No log	8.4615	440	1.7113	0.3609	1.7113	1.3082
No log	8.5	442	1.7475	0.3433	1.7475	1.3219
No log	8.5385	444	1.8375	0.3358	1.8375	1.3555
No log	8.5769	446	1.8232	0.3358	1.8232	1.3502
No log	8.6154	448	1.7189	0.3556	1.7189	1.3111
No log	8.6538	450	1.7047	0.3556	1.7047	1.3056
No log	8.6923	452	1.7045	0.3556	1.7045	1.3056
No log	8.7308	454	1.8695	0.3188	1.8695	1.3673
No log	8.7692	456	2.0195	0.3022	2.0195	1.4211
No log	8.8077	458	1.9883	0.3022	1.9883	1.4101
No log	8.8462	460	1.8277	0.3188	1.8277	1.3519
No log	8.8846	462	1.6361	0.3459	1.6361	1.2791
No log	8.9231	464	1.7479	0.3358	1.7479	1.3221
No log	8.9615	466	1.8234	0.3022	1.8234	1.3503
No log	9.0	468	1.6836	0.3358	1.6836	1.2976
No log	9.0385	470	1.6839	0.3623	1.6839	1.2976
No log	9.0769	472	1.8301	0.3022	1.8301	1.3528
No log	9.1154	474	2.0870	0.2714	2.0870	1.4446
No log	9.1538	476	2.1368	0.2714	2.1368	1.4618
No log	9.1923	478	1.8480	0.3022	1.8480	1.3594
No log	9.2308	480	1.6216	0.3788	1.6216	1.2734
No log	9.2692	482	1.6478	0.3788	1.6478	1.2837
No log	9.3077	484	1.7780	0.2920	1.7780	1.3334
No log	9.3462	486	1.9686	0.2553	1.9686	1.4031
No log	9.3846	488	1.9695	0.2553	1.9695	1.4034
No log	9.4231	490	1.7552	0.3235	1.7552	1.3248
No log	9.4615	492	1.6587	0.3259	1.6587	1.2879
No log	9.5	494	1.7693	0.3088	1.7693	1.3302
No log	9.5385	496	2.0090	0.2553	2.0090	1.4174
No log	9.5769	498	2.1480	0.2238	2.1480	1.4656
0.359	9.6154	500	2.0996	0.2553	2.0996	1.4490
0.359	9.6538	502	1.9122	0.2878	1.9122	1.3828
0.359	9.6923	504	1.6656	0.3759	1.6656	1.2906
0.359	9.7308	506	1.5937	0.3788	1.5937	1.2624
0.359	9.7692	508	1.5264	0.3817	1.5264	1.2355
0.359	9.8077	510	1.5293	0.3788	1.5293	1.2367
0.359	9.8462	512	1.7102	0.3188	1.7102	1.3078
0.359	9.8846	514	1.8335	0.3022	1.8335	1.3541
0.359	9.9231	516	1.9796	0.2553	1.9796	1.4070
0.359	9.9615	518	1.9874	0.2553	1.9874	1.4097
0.359	10.0	520	1.8374	0.3022	1.8374	1.3555
0.359	10.0385	522	1.6962	0.3529	1.6962	1.3024
0.359	10.0769	524	1.6596	0.3407	1.6596	1.2883
0.359	10.1154	526	1.7182	0.3529	1.7182	1.3108
0.359	10.1538	528	1.7802	0.3188	1.7802	1.3342
0.359	10.1923	530	1.7455	0.3358	1.7455	1.3212
0.359	10.2308	532	1.7754	0.3358	1.7754	1.3324
0.359	10.2692	534	1.8033	0.3358	1.8033	1.3429
0.359	10.3077	536	1.6874	0.3433	1.6874	1.2990
0.359	10.3462	538	1.5495	0.3538	1.5495	1.2448
0.359	10.3846	540	1.5823	0.3411	1.5823	1.2579
0.359	10.4231	542	1.7706	0.3433	1.7706	1.3306
0.359	10.4615	544	1.9372	0.3066	1.9372	1.3918
0.359	10.5	546	1.9345	0.3235	1.9345	1.3909
0.359	10.5385	548	1.8894	0.3235	1.8894	1.3745
0.359	10.5769	550	1.8213	0.3235	1.8213	1.3496
0.359	10.6154	552	1.7666	0.3433	1.7666	1.3291
0.359	10.6538	554	1.7973	0.3235	1.7973	1.3406
0.359	10.6923	556	1.9086	0.3235	1.9086	1.3815
0.359	10.7308	558	1.9455	0.3188	1.9455	1.3948
0.359	10.7692	560	1.9486	0.3022	1.9486	1.3959
0.359	10.8077	562	1.8798	0.3022	1.8798	1.3711
0.359	10.8462	564	1.6550	0.4060	1.6550	1.2865
0.359	10.8846	566	1.5919	0.4060	1.5919	1.2617
0.359	10.9231	568	1.5837	0.3939	1.5837	1.2584
0.359	10.9615	570	1.5622	0.3664	1.5622	1.2499
0.359	11.0	572	1.6822	0.3759	1.6822	1.2970
0.359	11.0385	574	1.7192	0.3676	1.7192	1.3112
0.359	11.0769	576	1.6719	0.3852	1.6719	1.2930
0.359	11.1154	578	1.5602	0.4060	1.5602	1.2491
0.359	11.1538	580	1.4436	0.4925	1.4436	1.2015
0.359	11.1923	582	1.4215	0.5037	1.4215	1.1923
0.359	11.2308	584	1.4988	0.5037	1.4988	1.2243
0.359	11.2692	586	1.7835	0.3165	1.7835	1.3355
0.359	11.3077	588	2.0376	0.2857	2.0376	1.4274
0.359	11.3462	590	1.9464	0.2857	1.9464	1.3951
0.359	11.3846	592	1.8210	0.3358	1.8210	1.3494
0.359	11.4231	594	1.6884	0.3731	1.6884	1.2994
0.359	11.4615	596	1.5723	0.4122	1.5723	1.2539
0.359	11.5	598	1.5338	0.4122	1.5338	1.2385
0.359	11.5385	600	1.6134	0.3759	1.6134	1.2702
0.359	11.5769	602	1.6131	0.3824	1.6131	1.2701
0.359	11.6154	604	1.5477	0.4148	1.5477	1.2441
0.359	11.6538	606	1.6290	0.3309	1.6290	1.2763
0.359	11.6923	608	1.6866	0.3286	1.6866	1.2987
0.359	11.7308	610	1.6277	0.3623	1.6277	1.2758
0.359	11.7692	612	1.4570	0.4179	1.4570	1.2070
0.359	11.8077	614	1.3779	0.4394	1.3779	1.1738
0.359	11.8462	616	1.4416	0.3910	1.4416	1.2007
0.359	11.8846	618	1.6301	0.3852	1.6301	1.2767
0.359	11.9231	620	1.7136	0.3358	1.7136	1.3090
0.359	11.9615	622	1.6661	0.3556	1.6661	1.2908
0.359	12.0	624	1.5323	0.3910	1.5323	1.2379
0.359	12.0385	626	1.3900	0.4361	1.3900	1.1790
0.359	12.0769	628	1.4072	0.4361	1.4072	1.1863
0.359	12.1154	630	1.4325	0.4091	1.4325	1.1969
0.359	12.1538	632	1.4573	0.4179	1.4573	1.2072
0.359	12.1923	634	1.5003	0.4179	1.5003	1.2249
0.359	12.2308	636	1.4206	0.4060	1.4206	1.1919
0.359	12.2692	638	1.4208	0.4179	1.4208	1.1920
0.359	12.3077	640	1.5437	0.4179	1.5437	1.2425
0.359	12.3462	642	1.7551	0.3188	1.7551	1.3248
0.359	12.3846	644	1.8092	0.3188	1.8092	1.3451
0.359	12.4231	646	1.7668	0.3188	1.7668	1.3292
0.359	12.4615	648	1.6825	0.3910	1.6825	1.2971
0.359	12.5	650	1.6260	0.3788	1.6260	1.2752
0.359	12.5385	652	1.6910	0.3759	1.6910	1.3004
0.359	12.5769	654	1.8328	0.3188	1.8328	1.3538
0.359	12.6154	656	1.8387	0.3188	1.8387	1.3560
0.359	12.6538	658	1.7832	0.3358	1.7832	1.3353
0.359	12.6923	660	1.8730	0.3188	1.8730	1.3686
0.359	12.7308	662	1.9085	0.3188	1.9085	1.3815
0.359	12.7692	664	1.8045	0.3188	1.8045	1.3433
0.359	12.8077	666	1.7290	0.3358	1.7290	1.3149
0.359	12.8462	668	1.8552	0.3188	1.8552	1.3620
0.359	12.8846	670	1.9274	0.3022	1.9274	1.3883
0.359	12.9231	672	1.8825	0.3022	1.8825	1.3721
0.359	12.9615	674	1.7305	0.3529	1.7305	1.3155
0.359	13.0	676	1.5279	0.4122	1.5279	1.2361
0.359	13.0385	678	1.4861	0.3788	1.4861	1.2191
0.359	13.0769	680	1.6179	0.3407	1.6179	1.2720
0.359	13.1154	682	1.8372	0.3022	1.8372	1.3554
0.359	13.1538	684	2.0198	0.2553	2.0198	1.4212
0.359	13.1923	686	1.9538	0.2714	1.9538	1.3978
0.359	13.2308	688	1.7850	0.3358	1.7850	1.3361
0.359	13.2692	690	1.5440	0.3788	1.5440	1.2426
0.359	13.3077	692	1.4379	0.4122	1.4379	1.1991
0.359	13.3462	694	1.4317	0.4122	1.4317	1.1965
0.359	13.3846	696	1.5647	0.3788	1.5647	1.2509
0.359	13.4231	698	1.7599	0.3529	1.7599	1.3266
0.359	13.4615	700	2.1185	0.2553	2.1185	1.4555
0.359	13.5	702	2.3276	0.1793	2.3276	1.5256
0.359	13.5385	704	2.3202	0.1793	2.3202	1.5232
0.359	13.5769	706	2.0513	0.2714	2.0513	1.4322
0.359	13.6154	708	1.7599	0.3235	1.7599	1.3266
0.359	13.6538	710	1.6667	0.3731	1.6667	1.2910
0.359	13.6923	712	1.6539	0.3731	1.6539	1.2860
0.359	13.7308	714	1.7151	0.3731	1.7151	1.3096
0.359	13.7692	716	1.7461	0.3407	1.7461	1.3214
0.359	13.8077	718	1.7027	0.3407	1.7027	1.3049
0.359	13.8462	720	1.6623	0.3407	1.6623	1.2893
0.359	13.8846	722	1.5510	0.3788	1.5510	1.2454
0.359	13.9231	724	1.5066	0.3788	1.5066	1.2275
0.359	13.9615	726	1.5521	0.3459	1.5521	1.2458
0.359	14.0	728	1.6964	0.3529	1.6964	1.3025
0.359	14.0385	730	1.8100	0.3404	1.8100	1.3454
0.359	14.0769	732	1.7918	0.3188	1.7918	1.3386
0.359	14.1154	734	1.8425	0.3022	1.8425	1.3574
0.359	14.1538	736	1.7940	0.3188	1.7940	1.3394
0.359	14.1923	738	1.7956	0.3188	1.7956	1.3400
0.359	14.2308	740	1.7273	0.3358	1.7273	1.3143
0.359	14.2692	742	1.5646	0.3788	1.5646	1.2509
0.359	14.3077	744	1.4883	0.4394	1.4883	1.2200
0.359	14.3462	746	1.5093	0.4394	1.5093	1.2285
0.359	14.3846	748	1.5646	0.4060	1.5646	1.2508
0.359	14.4231	750	1.6875	0.3382	1.6875	1.2991
0.359	14.4615	752	1.7596	0.3188	1.7596	1.3265
0.359	14.5	754	1.7458	0.3358	1.7458	1.3213
0.359	14.5385	756	1.6843	0.3459	1.6843	1.2978
0.359	14.5769	758	1.6034	0.3788	1.6034	1.2662
0.359	14.6154	760	1.5687	0.3788	1.5687	1.2525
0.359	14.6538	762	1.6148	0.3459	1.6148	1.2707
0.359	14.6923	764	1.7275	0.3111	1.7275	1.3143
0.359	14.7308	766	1.8918	0.2553	1.8918	1.3754
0.359	14.7692	768	1.9695	0.2553	1.9695	1.4034
0.359	14.8077	770	1.9168	0.2553	1.9168	1.3845
0.359	14.8462	772	1.7304	0.3212	1.7304	1.3155
0.359	14.8846	774	1.5147	0.3817	1.5147	1.2308
0.359	14.9231	776	1.3519	0.4032	1.3519	1.1627
0.359	14.9615	778	1.3143	0.5079	1.3143	1.1464
0.359	15.0	780	1.3357	0.4603	1.3357	1.1557
0.359	15.0385	782	1.4251	0.4031	1.4251	1.1938
0.359	15.0769	784	1.6253	0.3459	1.6253	1.2749
0.359	15.1154	786	1.8473	0.3188	1.8473	1.3591
0.359	15.1538	788	1.9529	0.2553	1.9529	1.3975
0.359	15.1923	790	1.8896	0.2714	1.8896	1.3746
0.359	15.2308	792	1.7401	0.3382	1.7401	1.3191
0.359	15.2692	794	1.5831	0.3788	1.5831	1.2582
0.359	15.3077	796	1.5195	0.4122	1.5195	1.2327
0.359	15.3462	798	1.5296	0.4122	1.5296	1.2368
0.359	15.3846	800	1.5631	0.3881	1.5631	1.2502
0.359	15.4231	802	1.6280	0.3881	1.6280	1.2759
0.359	15.4615	804	1.7234	0.3556	1.7234	1.3128
0.359	15.5	806	1.7720	0.3358	1.7720	1.3312
0.359	15.5385	808	1.8003	0.3358	1.8003	1.3418
0.359	15.5769	810	1.7725	0.3556	1.7725	1.3314
0.359	15.6154	812	1.7104	0.3556	1.7104	1.3078
0.359	15.6538	814	1.5813	0.3910	1.5813	1.2575
0.359	15.6923	816	1.4399	0.4741	1.4399	1.2000
0.359	15.7308	818	1.3512	0.5075	1.3512	1.1624
0.359	15.7692	820	1.3454	0.4741	1.3454	1.1599
0.359	15.8077	822	1.4351	0.4741	1.4351	1.1980
0.359	15.8462	824	1.5949	0.4203	1.5949	1.2629
0.359	15.8846	826	1.8138	0.3000	1.8138	1.3468
0.359	15.9231	828	1.8852	0.2714	1.8852	1.3730
0.359	15.9615	830	1.7232	0.3382	1.7232	1.3127
0.359	16.0	832	1.5846	0.3910	1.5846	1.2588
0.359	16.0385	834	1.4710	0.375	1.4710	1.2128
0.359	16.0769	836	1.4005	0.4160	1.4005	1.1834
0.359	16.1154	838	1.3881	0.4444	1.3881	1.1782
0.359	16.1538	840	1.4161	0.4769	1.4161	1.1900
0.359	16.1923	842	1.5093	0.4361	1.5093	1.2285
0.359	16.2308	844	1.7215	0.3407	1.7215	1.3121
0.359	16.2692	846	1.8800	0.3043	1.8800	1.3711
0.359	16.3077	848	1.8461	0.3212	1.8461	1.3587
0.359	16.3462	850	1.7040	0.3407	1.7040	1.3054
0.359	16.3846	852	1.5639	0.4	1.5639	1.2506
0.359	16.4231	854	1.4828	0.4769	1.4828	1.2177
0.359	16.4615	856	1.4647	0.4769	1.4647	1.2102
0.359	16.5	858	1.5309	0.3759	1.5309	1.2373
0.359	16.5385	860	1.7344	0.3382	1.7344	1.3170
0.359	16.5769	862	1.9267	0.2734	1.9267	1.3881
0.359	16.6154	864	2.0355	0.2734	2.0355	1.4267
0.359	16.6538	866	2.0004	0.2734	2.0004	1.4143
0.359	16.6923	868	1.8580	0.3043	1.8580	1.3631
0.359	16.7308	870	1.7853	0.3212	1.7853	1.3362
0.359	16.7692	872	1.6742	0.3433	1.6742	1.2939
0.359	16.8077	874	1.6115	0.3459	1.6115	1.2694
0.359	16.8462	876	1.5534	0.3817	1.5534	1.2463
0.359	16.8846	878	1.6126	0.3433	1.6126	1.2699
0.359	16.9231	880	1.7732	0.3212	1.7732	1.3316
0.359	16.9615	882	1.9316	0.3212	1.9316	1.3898
0.359	17.0	884	1.9625	0.3188	1.9625	1.4009
0.359	17.0385	886	1.8897	0.3212	1.8897	1.3747
0.359	17.0769	888	1.8009	0.3212	1.8009	1.3420
0.359	17.1154	890	1.6605	0.3433	1.6605	1.2886
0.359	17.1538	892	1.5406	0.4122	1.5406	1.2412
0.359	17.1923	894	1.4991	0.3968	1.4991	1.2244
0.359	17.2308	896	1.4825	0.3968	1.4825	1.2176
0.359	17.2692	898	1.4657	0.3968	1.4657	1.2107
0.359	17.3077	900	1.4951	0.3937	1.4951	1.2227
0.359	17.3462	902	1.5705	0.3788	1.5705	1.2532
0.359	17.3846	904	1.7557	0.3212	1.7557	1.3250
0.359	17.4231	906	1.8410	0.3212	1.8410	1.3568
0.359	17.4615	908	1.7827	0.3212	1.7827	1.3352
0.359	17.5	910	1.6317	0.3259	1.6317	1.2774
0.359	17.5385	912	1.4387	0.4615	1.4387	1.1995
0.359	17.5769	914	1.3702	0.4531	1.3702	1.1705
0.359	17.6154	916	1.3771	0.4444	1.3771	1.1735
0.359	17.6538	918	1.4313	0.4219	1.4313	1.1964
0.359	17.6923	920	1.5663	0.4154	1.5663	1.2515
0.359	17.7308	922	1.7306	0.3382	1.7306	1.3155
0.359	17.7692	924	1.8414	0.3043	1.8414	1.3570
0.359	17.8077	926	1.8923	0.2734	1.8923	1.3756
0.359	17.8462	928	1.8424	0.3043	1.8424	1.3573
0.359	17.8846	930	1.7483	0.3212	1.7483	1.3222
0.359	17.9231	932	1.6928	0.3212	1.6928	1.3011
0.359	17.9615	934	1.6668	0.3382	1.6668	1.2911
0.359	18.0	936	1.6907	0.3382	1.6907	1.3003
0.359	18.0385	938	1.6845	0.3382	1.6845	1.2979
0.359	18.0769	940	1.6087	0.3582	1.6087	1.2683
0.359	18.1154	942	1.5414	0.4122	1.5414	1.2415
0.359	18.1538	944	1.5195	0.4122	1.5195	1.2327
0.359	18.1923	946	1.4678	0.4154	1.4678	1.2115
0.359	18.2308	948	1.4515	0.4186	1.4515	1.2048
0.359	18.2692	950	1.4887	0.4154	1.4887	1.2201
0.359	18.3077	952	1.5722	0.4122	1.5722	1.2539
0.359	18.3462	954	1.6567	0.3910	1.6567	1.2871
0.359	18.3846	956	1.6873	0.3910	1.6873	1.2990
0.359	18.4231	958	1.6511	0.3788	1.6511	1.2849
0.359	18.4615	960	1.5859	0.4186	1.5859	1.2593
0.359	18.5	962	1.5328	0.4160	1.5328	1.2381
0.359	18.5385	964	1.4871	0.4160	1.4871	1.2195
0.359	18.5769	966	1.4684	0.4160	1.4684	1.2118
0.359	18.6154	968	1.5139	0.4186	1.5139	1.2304
0.359	18.6538	970	1.6092	0.3582	1.6092	1.2685
0.359	18.6923	972	1.6529	0.3556	1.6529	1.2857
0.359	18.7308	974	1.5902	0.3582	1.5902	1.2610
0.359	18.7692	976	1.4912	0.4154	1.4912	1.2211
0.359	18.8077	978	1.4477	0.4094	1.4477	1.2032
0.359	18.8462	980	1.4636	0.4094	1.4636	1.2098
0.359	18.8846	982	1.4902	0.4375	1.4902	1.2207
0.359	18.9231	984	1.5053	0.4186	1.5053	1.2269
0.359	18.9615	986	1.4895	0.4186	1.4895	1.2204
0.359	19.0	988	1.4958	0.4154	1.4958	1.2230
0.359	19.0385	990	1.4846	0.4697	1.4846	1.2184
0.359	19.0769	992	1.4495	0.4697	1.4495	1.2040
0.359	19.1154	994	1.4257	0.4697	1.4257	1.1940
0.359	19.1538	996	1.4367	0.4697	1.4367	1.1986
0.359	19.1923	998	1.4851	0.4427	1.4851	1.2186
0.0713	19.2308	1000	1.5419	0.4154	1.5419	1.2417
0.0713	19.2692	1002	1.5554	0.4154	1.5554	1.2472
0.0713	19.3077	1004	1.5475	0.4154	1.5475	1.2440
0.0713	19.3462	1006	1.5643	0.3817	1.5643	1.2507
0.0713	19.3846	1008	1.5800	0.3485	1.5800	1.2570
0.0713	19.4231	1010	1.6022	0.3459	1.6022	1.2658

Framework versions

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