ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k8_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: 1.9217
• Qwk: 0.2143
• Mse: 1.9217
• Rmse: 1.3863

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	0.0541	2	6.5763	0.0188	6.5763	2.5644
No log	0.1081	4	4.2873	0.1026	4.2873	2.0706
No log	0.1622	6	2.9125	0.0387	2.9125	1.7066
No log	0.2162	8	2.6837	0.0699	2.6837	1.6382
No log	0.2703	10	2.1614	0.1260	2.1614	1.4702
No log	0.3243	12	1.8154	0.1695	1.8154	1.3474
No log	0.3784	14	1.8330	0.3276	1.8330	1.3539
No log	0.4324	16	2.2852	0.0292	2.2852	1.5117
No log	0.4865	18	2.5760	0.0	2.5760	1.6050
No log	0.5405	20	2.5472	0.0136	2.5472	1.5960
No log	0.5946	22	2.4395	0.0414	2.4395	1.5619
No log	0.6486	24	1.9662	0.368	1.9662	1.4022
No log	0.7027	26	1.8055	0.2124	1.8055	1.3437
No log	0.7568	28	1.7996	0.1143	1.7996	1.3415
No log	0.8108	30	1.7538	0.0777	1.7538	1.3243
No log	0.8649	32	1.6805	0.0588	1.6805	1.2963
No log	0.9189	34	1.6711	0.0962	1.6711	1.2927
No log	0.9730	36	1.7946	0.2182	1.7946	1.3396
No log	1.0270	38	1.9924	0.3077	1.9924	1.4115
No log	1.0811	40	1.9284	0.2748	1.9284	1.3887
No log	1.1351	42	1.8151	0.3016	1.8151	1.3473
No log	1.1892	44	1.7527	0.3651	1.7527	1.3239
No log	1.2432	46	1.6594	0.4333	1.6594	1.2882
No log	1.2973	48	1.7145	0.3438	1.7145	1.3094
No log	1.3514	50	1.5318	0.4068	1.5318	1.2377
No log	1.4054	52	1.4887	0.2056	1.4887	1.2201
No log	1.4595	54	1.3421	0.2569	1.3421	1.1585
No log	1.5135	56	1.2556	0.3621	1.2556	1.1206
No log	1.5676	58	1.3228	0.4839	1.3228	1.1501
No log	1.6216	60	1.1755	0.4407	1.1755	1.0842
No log	1.6757	62	1.6980	0.2056	1.6980	1.3031
No log	1.7297	64	2.0090	0.1111	2.0090	1.4174
No log	1.7838	66	1.8546	0.1852	1.8546	1.3618
No log	1.8378	68	1.8570	0.2202	1.8570	1.3627
No log	1.8919	70	2.0416	0.1071	2.0416	1.4289
No log	1.9459	72	1.8707	0.1579	1.8707	1.3677
No log	2.0	74	1.1720	0.5469	1.1720	1.0826
No log	2.0541	76	0.9735	0.6423	0.9735	0.9867
No log	2.1081	78	0.9841	0.5839	0.9841	0.9920
No log	2.1622	80	1.1988	0.5191	1.1988	1.0949
No log	2.2162	82	1.7939	0.1890	1.7939	1.3394
No log	2.2703	84	2.6597	-0.1818	2.6597	1.6309
No log	2.3243	86	2.4523	-0.0813	2.4523	1.5660
No log	2.3784	88	1.6964	0.3556	1.6964	1.3025
No log	2.4324	90	1.3007	0.5	1.3007	1.1405
No log	2.4865	92	1.5201	0.4328	1.5201	1.2329
No log	2.5405	94	1.4990	0.4444	1.4990	1.2243
No log	2.5946	96	1.3311	0.5	1.3311	1.1537
No log	2.6486	98	1.3634	0.4964	1.3634	1.1677
No log	2.7027	100	1.4875	0.4234	1.4875	1.2196
No log	2.7568	102	2.0032	0.1280	2.0032	1.4153
No log	2.8108	104	2.3723	-0.1008	2.3723	1.5402
No log	2.8649	106	2.0670	0.0696	2.0670	1.4377
No log	2.9189	108	1.6268	0.3471	1.6268	1.2755
No log	2.9730	110	1.5128	0.368	1.5128	1.2299
No log	3.0270	112	1.7817	0.2424	1.7817	1.3348
No log	3.0811	114	2.0851	0.1324	2.0851	1.4440
No log	3.1351	116	2.0759	0.1618	2.0759	1.4408
No log	3.1892	118	1.8479	0.2537	1.8479	1.3594
No log	3.2432	120	1.6228	0.3676	1.6228	1.2739
No log	3.2973	122	1.7019	0.3066	1.7019	1.3046
No log	3.3514	124	1.9029	0.2676	1.9029	1.3795
No log	3.4054	126	1.8905	0.2979	1.8905	1.3749
No log	3.4595	128	1.5868	0.3453	1.5868	1.2597
No log	3.5135	130	1.2139	0.4923	1.2139	1.1018
No log	3.5676	132	1.1502	0.5191	1.1502	1.0725
No log	3.6216	134	1.4412	0.3942	1.4412	1.2005
No log	3.6757	136	1.6909	0.25	1.6909	1.3003
No log	3.7297	138	1.7152	0.2239	1.7152	1.3097
No log	3.7838	140	1.6013	0.3538	1.6013	1.2654
No log	3.8378	142	1.5062	0.3876	1.5062	1.2273
No log	3.8919	144	1.6837	0.2742	1.6837	1.2976
No log	3.9459	146	1.9262	0.1935	1.9262	1.3879
No log	4.0	148	2.1236	0.1240	2.1236	1.4573
No log	4.0541	150	1.9035	0.1654	1.9035	1.3797
No log	4.1081	152	1.5031	0.375	1.5031	1.2260
No log	4.1622	154	1.4624	0.4154	1.4624	1.2093
No log	4.2162	156	1.8081	0.2388	1.8081	1.3447
No log	4.2703	158	2.2398	0.1159	2.2398	1.4966
No log	4.3243	160	2.3065	0.0444	2.3065	1.5187
No log	4.3784	162	1.9429	0.1667	1.9429	1.3939
No log	4.4324	164	1.8148	0.1875	1.8148	1.3472
No log	4.4865	166	1.9374	0.1692	1.9374	1.3919
No log	4.5405	168	1.9959	0.1515	1.9959	1.4128
No log	4.5946	170	1.8386	0.2105	1.8386	1.3560
No log	4.6486	172	1.5972	0.3053	1.5972	1.2638
No log	4.7027	174	1.6421	0.2519	1.6421	1.2815
No log	4.7568	176	1.8782	0.2336	1.8782	1.3705
No log	4.8108	178	1.8033	0.2628	1.8033	1.3429
No log	4.8649	180	1.3951	0.4848	1.3951	1.1811
No log	4.9189	182	1.1917	0.512	1.1917	1.0917
No log	4.9730	184	1.0982	0.5156	1.0982	1.0479
No log	5.0270	186	1.2381	0.5113	1.2381	1.1127
No log	5.0811	188	1.5784	0.3556	1.5784	1.2564
No log	5.1351	190	2.0588	0.1871	2.0588	1.4349
No log	5.1892	192	2.0477	0.1471	2.0477	1.4310
No log	5.2432	194	1.7404	0.2769	1.7404	1.3193
No log	5.2973	196	1.6552	0.3125	1.6552	1.2866
No log	5.3514	198	1.8327	0.1818	1.8327	1.3538
No log	5.4054	200	1.8828	0.1515	1.8828	1.3721
No log	5.4595	202	2.0810	0.0775	2.0810	1.4426
No log	5.5135	204	1.9512	0.1587	1.9512	1.3969
No log	5.5676	206	1.5364	0.3710	1.5364	1.2395
No log	5.6216	208	1.3011	0.4333	1.3011	1.1407
No log	5.6757	210	1.3228	0.4032	1.3228	1.1501
No log	5.7297	212	1.6322	0.3538	1.6322	1.2776
No log	5.7838	214	1.9981	0.2029	1.9981	1.4136
No log	5.8378	216	2.0249	0.2029	2.0249	1.4230
No log	5.8919	218	1.6850	0.2687	1.6850	1.2981
No log	5.9459	220	1.3374	0.4885	1.3374	1.1564
No log	6.0	222	1.4025	0.4885	1.4025	1.1843
No log	6.0541	224	1.6326	0.3485	1.6326	1.2777
No log	6.1081	226	1.9720	0.2029	1.9720	1.4043
No log	6.1622	228	2.0158	0.1727	2.0158	1.4198
No log	6.2162	230	1.9927	0.1727	1.9927	1.4116
No log	6.2703	232	2.0970	0.1571	2.0970	1.4481
No log	6.3243	234	2.0355	0.2000	2.0355	1.4267
No log	6.3784	236	1.7992	0.2837	1.7992	1.3414
No log	6.4324	238	1.8469	0.2837	1.8469	1.3590
No log	6.4865	240	1.8560	0.2817	1.8560	1.3623
No log	6.5405	242	1.7565	0.3188	1.7565	1.3253
No log	6.5946	244	1.6721	0.3704	1.6721	1.2931
No log	6.6486	246	1.7188	0.3636	1.7188	1.3110
No log	6.7027	248	1.7308	0.3281	1.7308	1.3156
No log	6.7568	250	1.5503	0.4127	1.5503	1.2451
No log	6.8108	252	1.3118	0.4800	1.3118	1.1453
No log	6.8649	254	1.3137	0.5039	1.3137	1.1462
No log	6.9189	256	1.5456	0.4308	1.5456	1.2432
No log	6.9730	258	1.8231	0.2794	1.8231	1.3502
No log	7.0270	260	2.0474	0.1844	2.0474	1.4309
No log	7.0811	262	1.9741	0.1844	1.9741	1.4050
No log	7.1351	264	1.8365	0.2319	1.8365	1.3552
No log	7.1892	266	1.8809	0.2286	1.8809	1.3714
No log	7.2432	268	1.9701	0.2143	1.9701	1.4036
No log	7.2973	270	1.8308	0.2590	1.8308	1.3531
No log	7.3514	272	1.5435	0.4361	1.5435	1.2424
No log	7.4054	274	1.3709	0.4961	1.3709	1.1709
No log	7.4595	276	1.3696	0.5156	1.3696	1.1703
No log	7.5135	278	1.4825	0.4806	1.4825	1.2176
No log	7.5676	280	1.5104	0.4580	1.5104	1.2290
No log	7.6216	282	1.4925	0.3731	1.4925	1.2217
No log	7.6757	284	1.5620	0.3212	1.5620	1.2498
No log	7.7297	286	1.8308	0.2429	1.8308	1.3531
No log	7.7838	288	1.9711	0.2411	1.9711	1.4039
No log	7.8378	290	2.0716	0.2411	2.0716	1.4393
No log	7.8919	292	2.0953	0.1594	2.0953	1.4475
No log	7.9459	294	1.8856	0.2074	1.8856	1.3732
No log	8.0	296	1.5993	0.3438	1.5993	1.2646
No log	8.0541	298	1.4784	0.4000	1.4784	1.2159
No log	8.1081	300	1.5249	0.3937	1.5249	1.2349
No log	8.1622	302	1.7290	0.2090	1.7290	1.3149
No log	8.2162	304	2.0634	0.1618	2.0634	1.4364
No log	8.2703	306	2.2431	0.1618	2.2431	1.4977
No log	8.3243	308	2.2436	0.1857	2.2436	1.4979
No log	8.3784	310	1.9290	0.2878	1.9290	1.3889
No log	8.4324	312	1.5925	0.4030	1.5925	1.2619
No log	8.4865	314	1.3833	0.4375	1.3833	1.1761
No log	8.5405	316	1.3845	0.4462	1.3845	1.1766
No log	8.5946	318	1.5654	0.4030	1.5654	1.2511
No log	8.6486	320	1.9897	0.2878	1.9897	1.4106
No log	8.7027	322	2.4450	0.1818	2.4450	1.5637
No log	8.7568	324	2.6355	-0.0145	2.6355	1.6234
No log	8.8108	326	2.5236	0.0149	2.5236	1.5886
No log	8.8649	328	2.2638	0.0465	2.2638	1.5046
No log	8.9189	330	1.7886	0.2063	1.7886	1.3374
No log	8.9730	332	1.4734	0.4480	1.4734	1.2138
No log	9.0270	334	1.3978	0.4480	1.3978	1.1823
No log	9.0811	336	1.4815	0.4286	1.4815	1.2172
No log	9.1351	338	1.7762	0.2774	1.7762	1.3328
No log	9.1892	340	2.0331	0.2411	2.0331	1.4259
No log	9.2432	342	2.1648	0.2394	2.1648	1.4713
No log	9.2973	344	2.1889	0.2394	2.1889	1.4795
No log	9.3514	346	1.9918	0.2286	1.9918	1.4113
No log	9.4054	348	1.8180	0.2963	1.8180	1.3483
No log	9.4595	350	1.7780	0.3030	1.7780	1.3334
No log	9.5135	352	1.8679	0.2774	1.8679	1.3667
No log	9.5676	354	1.9651	0.2286	1.9651	1.4018
No log	9.6216	356	2.0172	0.2286	2.0172	1.4203
No log	9.6757	358	1.8453	0.2837	1.8453	1.3584
No log	9.7297	360	1.7281	0.3333	1.7281	1.3146
No log	9.7838	362	1.5545	0.4211	1.5545	1.2468
No log	9.8378	364	1.3703	0.4688	1.3703	1.1706
No log	9.8919	366	1.3235	0.4444	1.3235	1.1504
No log	9.9459	368	1.4055	0.4531	1.4055	1.1855
No log	10.0	370	1.5128	0.4211	1.5128	1.2300
No log	10.0541	372	1.6195	0.3704	1.6195	1.2726
No log	10.1081	374	1.8545	0.2590	1.8545	1.3618
No log	10.1622	376	2.2611	0.2083	2.2611	1.5037
No log	10.2162	378	2.3516	0.1507	2.3516	1.5335
No log	10.2703	380	2.1434	0.2083	2.1434	1.4641
No log	10.3243	382	1.7714	0.2920	1.7714	1.3309
No log	10.3784	384	1.4653	0.4394	1.4653	1.2105
No log	10.4324	386	1.4766	0.4394	1.4766	1.2152
No log	10.4865	388	1.6697	0.3582	1.6697	1.2922
No log	10.5405	390	1.8228	0.2754	1.8228	1.3501
No log	10.5946	392	1.8137	0.3066	1.8137	1.3468
No log	10.6486	394	1.7293	0.3066	1.7293	1.3150
No log	10.7027	396	1.7845	0.3066	1.7845	1.3358
No log	10.7568	398	1.8851	0.2429	1.8851	1.3730
No log	10.8108	400	1.8640	0.2429	1.8640	1.3653
No log	10.8649	402	1.7214	0.3088	1.7214	1.3120
No log	10.9189	404	1.5794	0.4091	1.5794	1.2567
No log	10.9730	406	1.6303	0.3910	1.6303	1.2768
No log	11.0270	408	1.7781	0.3212	1.7781	1.3335
No log	11.0811	410	1.8992	0.2571	1.8992	1.3781
No log	11.1351	412	2.0511	0.2535	2.0511	1.4322
No log	11.1892	414	2.0388	0.2535	2.0388	1.4279
No log	11.2432	416	2.0271	0.2535	2.0271	1.4238
No log	11.2973	418	2.0433	0.2535	2.0433	1.4294
No log	11.3514	420	1.9619	0.2446	1.9619	1.4007
No log	11.4054	422	1.8738	0.2446	1.8738	1.3689
No log	11.4595	424	1.9219	0.2446	1.9219	1.3863
No log	11.5135	426	2.0875	0.2286	2.0875	1.4448
No log	11.5676	428	2.1801	0.2270	2.1801	1.4765
No log	11.6216	430	2.0813	0.2411	2.0813	1.4427
No log	11.6757	432	1.8918	0.2411	1.8918	1.3754
No log	11.7297	434	1.6609	0.3582	1.6609	1.2888
No log	11.7838	436	1.5941	0.3881	1.5941	1.2626
No log	11.8378	438	1.6997	0.3529	1.6997	1.3037
No log	11.8919	440	1.8032	0.2878	1.8032	1.3428
No log	11.9459	442	1.8939	0.2411	1.8939	1.3762
No log	12.0	444	1.9172	0.2411	1.9172	1.3846
No log	12.0541	446	1.7505	0.3043	1.7505	1.3231
No log	12.1081	448	1.6126	0.3582	1.6126	1.2699
No log	12.1622	450	1.6435	0.4091	1.6435	1.2820
No log	12.2162	452	1.6917	0.3969	1.6917	1.3006
No log	12.2703	454	1.6768	0.3969	1.6768	1.2949
No log	12.3243	456	1.6086	0.4186	1.6086	1.2683
No log	12.3784	458	1.6333	0.4091	1.6333	1.2780
No log	12.4324	460	1.6931	0.3433	1.6931	1.3012
No log	12.4865	462	1.7033	0.3235	1.7033	1.3051
No log	12.5405	464	1.6897	0.3731	1.6897	1.2999
No log	12.5946	466	1.6965	0.3731	1.6965	1.3025
No log	12.6486	468	1.6535	0.3759	1.6535	1.2859
No log	12.7027	470	1.6768	0.3759	1.6768	1.2949
No log	12.7568	472	1.6892	0.3759	1.6892	1.2997
No log	12.8108	474	1.6181	0.3759	1.6181	1.2720
No log	12.8649	476	1.5009	0.4091	1.5009	1.2251
No log	12.9189	478	1.4091	0.4769	1.4091	1.1871
No log	12.9730	480	1.4905	0.4211	1.4905	1.2209
No log	13.0270	482	1.7744	0.2590	1.7744	1.3321
No log	13.0811	484	1.8873	0.2429	1.8873	1.3738
No log	13.1351	486	1.7541	0.3188	1.7541	1.3244
No log	13.1892	488	1.5995	0.3852	1.5995	1.2647
No log	13.2432	490	1.4948	0.4580	1.4948	1.2226
No log	13.2973	492	1.5461	0.4545	1.5461	1.2434
No log	13.3514	494	1.6305	0.3881	1.6305	1.2769
No log	13.4054	496	1.6523	0.3881	1.6523	1.2854
No log	13.4595	498	1.7614	0.3504	1.7614	1.3272
0.4022	13.5135	500	1.9187	0.2878	1.9187	1.3852
0.4022	13.5676	502	2.0051	0.2878	2.0051	1.4160
0.4022	13.6216	504	1.9219	0.2878	1.9219	1.3863
0.4022	13.6757	506	1.7712	0.3676	1.7712	1.3309
0.4022	13.7297	508	1.6788	0.4030	1.6788	1.2957
0.4022	13.7838	510	1.5860	0.4211	1.5860	1.2594
0.4022	13.8378	512	1.6069	0.4030	1.6069	1.2676
0.4022	13.8919	514	1.7143	0.3676	1.7143	1.3093
0.4022	13.9459	516	1.7407	0.4	1.7407	1.3194
0.4022	14.0	518	1.7849	0.3478	1.7849	1.3360
0.4022	14.0541	520	1.7011	0.3796	1.7011	1.3043
0.4022	14.1081	522	1.5645	0.4030	1.5645	1.2508
0.4022	14.1622	524	1.5441	0.4030	1.5441	1.2426
0.4022	14.2162	526	1.6152	0.4030	1.6152	1.2709
0.4022	14.2703	528	1.6803	0.3704	1.6803	1.2962
0.4022	14.3243	530	1.5837	0.4030	1.5837	1.2584
0.4022	14.3784	532	1.5714	0.4030	1.5714	1.2536
0.4022	14.4324	534	1.6874	0.3824	1.6874	1.2990
0.4022	14.4865	536	1.8685	0.2714	1.8685	1.3669
0.4022	14.5405	538	1.9283	0.2411	1.9283	1.3886
0.4022	14.5946	540	1.7613	0.3212	1.7613	1.3271
0.4022	14.6486	542	1.5284	0.4615	1.5284	1.2363
0.4022	14.7027	544	1.3606	0.4531	1.3606	1.1664
0.4022	14.7568	546	1.3047	0.5397	1.3047	1.1422
0.4022	14.8108	548	1.3406	0.5038	1.3406	1.1578
0.4022	14.8649	550	1.5144	0.4091	1.5144	1.2306
0.4022	14.9189	552	1.7419	0.2609	1.7419	1.3198
0.4022	14.9730	554	1.8497	0.2429	1.8497	1.3600
0.4022	15.0270	556	1.8832	0.2429	1.8832	1.3723
0.4022	15.0811	558	1.7572	0.2609	1.7572	1.3256
0.4022	15.1351	560	1.5853	0.3759	1.5853	1.2591
0.4022	15.1892	562	1.4603	0.4615	1.4603	1.2084
0.4022	15.2432	564	1.4264	0.4651	1.4264	1.1943
0.4022	15.2973	566	1.4374	0.4531	1.4374	1.1989
0.4022	15.3514	568	1.5179	0.4615	1.5179	1.2320
0.4022	15.4054	570	1.5253	0.4615	1.5253	1.2350
0.4022	15.4595	572	1.5529	0.4091	1.5529	1.2462
0.4022	15.5135	574	1.5675	0.3582	1.5675	1.2520
0.4022	15.5676	576	1.6188	0.3582	1.6188	1.2723
0.4022	15.6216	578	1.4880	0.3704	1.4880	1.2198
0.4022	15.6757	580	1.3342	0.4733	1.3342	1.1551
0.4022	15.7297	582	1.3128	0.4769	1.3128	1.1458
0.4022	15.7838	584	1.3512	0.4651	1.3512	1.1624
0.4022	15.8378	586	1.4116	0.4651	1.4116	1.1881
0.4022	15.8919	588	1.5284	0.4615	1.5284	1.2363
0.4022	15.9459	590	1.5978	0.4275	1.5978	1.2640
0.4022	16.0	592	1.6103	0.4091	1.6103	1.2690
0.4022	16.0541	594	1.5337	0.4275	1.5337	1.2384
0.4022	16.1081	596	1.4800	0.4275	1.4800	1.2165
0.4022	16.1622	598	1.4749	0.4275	1.4749	1.2145
0.4022	16.2162	600	1.5035	0.4275	1.5035	1.2262
0.4022	16.2703	602	1.5609	0.4275	1.5609	1.2494
0.4022	16.3243	604	1.5333	0.4275	1.5333	1.2383
0.4022	16.3784	606	1.3846	0.4320	1.3846	1.1767
0.4022	16.4324	608	1.2685	0.4793	1.2685	1.1263
0.4022	16.4865	610	1.1986	0.4793	1.1986	1.0948
0.4022	16.5405	612	1.2002	0.5082	1.2002	1.0956
0.4022	16.5946	614	1.2923	0.4688	1.2923	1.1368
0.4022	16.6486	616	1.4766	0.4211	1.4766	1.2152
0.4022	16.7027	618	1.6371	0.3407	1.6371	1.2795
0.4022	16.7568	620	1.7001	0.3212	1.7001	1.3039
0.4022	16.8108	622	1.6725	0.3382	1.6725	1.2932
0.4022	16.8649	624	1.7223	0.3212	1.7223	1.3124
0.4022	16.9189	626	1.7339	0.3212	1.7339	1.3168
0.4022	16.9730	628	1.7008	0.3212	1.7008	1.3041
0.4022	17.0270	630	1.5783	0.3759	1.5783	1.2563
0.4022	17.0811	632	1.4632	0.4651	1.4632	1.2096
0.4022	17.1351	634	1.3800	0.4651	1.3800	1.1747
0.4022	17.1892	636	1.4101	0.4651	1.4101	1.1875
0.4022	17.2432	638	1.4848	0.4651	1.4848	1.2185
0.4022	17.2973	640	1.5808	0.4091	1.5808	1.2573
0.4022	17.3514	642	1.6041	0.3759	1.6041	1.2665
0.4022	17.4054	644	1.5244	0.4394	1.5244	1.2347
0.4022	17.4595	646	1.4243	0.4733	1.4243	1.1934
0.4022	17.5135	648	1.4603	0.4733	1.4603	1.2084
0.4022	17.5676	650	1.5023	0.4427	1.5023	1.2257
0.4022	17.6216	652	1.4860	0.4651	1.4860	1.2190
0.4022	17.6757	654	1.5585	0.4308	1.5585	1.2484
0.4022	17.7297	656	1.6356	0.3582	1.6356	1.2789
0.4022	17.7838	658	1.6169	0.4308	1.6169	1.2716
0.4022	17.8378	660	1.5752	0.4308	1.5752	1.2551
0.4022	17.8919	662	1.5852	0.4308	1.5852	1.2591
0.4022	17.9459	664	1.6266	0.4308	1.6266	1.2754
0.4022	18.0	666	1.6226	0.4308	1.6226	1.2738
0.4022	18.0541	668	1.5493	0.4651	1.5493	1.2447
0.4022	18.1081	670	1.4510	0.4806	1.4510	1.2046
0.4022	18.1622	672	1.4196	0.4806	1.4196	1.1915
0.4022	18.2162	674	1.4389	0.4603	1.4389	1.1995
0.4022	18.2703	676	1.4505	0.4603	1.4505	1.2043
0.4022	18.3243	678	1.4669	0.4603	1.4669	1.2112
0.4022	18.3784	680	1.5343	0.4651	1.5343	1.2387
0.4022	18.4324	682	1.6441	0.3788	1.6441	1.2822
0.4022	18.4865	684	1.6956	0.3407	1.6956	1.3021
0.4022	18.5405	686	1.6402	0.3759	1.6402	1.2807
0.4022	18.5946	688	1.5416	0.3969	1.5416	1.2416
0.4022	18.6486	690	1.5045	0.4308	1.5045	1.2266
0.4022	18.7027	692	1.5039	0.4308	1.5039	1.2264
0.4022	18.7568	694	1.4925	0.4308	1.4925	1.2217
0.4022	18.8108	696	1.5939	0.3759	1.5939	1.2625
0.4022	18.8649	698	1.6576	0.3407	1.6576	1.2875
0.4022	18.9189	700	1.6319	0.3759	1.6319	1.2775
0.4022	18.9730	702	1.5121	0.3759	1.5121	1.2297
0.4022	19.0270	704	1.4124	0.4615	1.4124	1.1885
0.4022	19.0811	706	1.3960	0.4615	1.3960	1.1815
0.4022	19.1351	708	1.4168	0.4275	1.4168	1.1903
0.4022	19.1892	710	1.5020	0.3759	1.5020	1.2255
0.4022	19.2432	712	1.5903	0.3759	1.5903	1.2611
0.4022	19.2973	714	1.5976	0.3759	1.5976	1.2640
0.4022	19.3514	716	1.5603	0.3759	1.5603	1.2491
0.4022	19.4054	718	1.5518	0.3759	1.5518	1.2457
0.4022	19.4595	720	1.5567	0.3759	1.5567	1.2477
0.4022	19.5135	722	1.6367	0.3759	1.6367	1.2793
0.4022	19.5676	724	1.6976	0.3582	1.6976	1.3029
0.4022	19.6216	726	1.7390	0.3382	1.7390	1.3187
0.4022	19.6757	728	1.7470	0.3407	1.7470	1.3217
0.4022	19.7297	730	1.7478	0.3407	1.7478	1.3220
0.4022	19.7838	732	1.7277	0.3359	1.7277	1.3144
0.4022	19.8378	734	1.6647	0.3721	1.6647	1.2902
0.4022	19.8919	736	1.5906	0.3721	1.5906	1.2612
0.4022	19.9459	738	1.5574	0.3876	1.5574	1.2479
0.4022	20.0	740	1.5389	0.4091	1.5389	1.2405
0.4022	20.0541	742	1.5534	0.4091	1.5534	1.2464
0.4022	20.1081	744	1.6023	0.4091	1.6023	1.2658
0.4022	20.1622	746	1.5813	0.4091	1.5813	1.2575
0.4022	20.2162	748	1.4914	0.4091	1.4914	1.2212
0.4022	20.2703	750	1.3617	0.4688	1.3617	1.1669
0.4022	20.3243	752	1.3195	0.4567	1.3195	1.1487
0.4022	20.3784	754	1.3658	0.4688	1.3658	1.1687
0.4022	20.4324	756	1.4454	0.4308	1.4454	1.2022
0.4022	20.4865	758	1.4848	0.4275	1.4848	1.2185
0.4022	20.5405	760	1.5489	0.4275	1.5489	1.2445
0.4022	20.5946	762	1.6348	0.4091	1.6348	1.2786
0.4022	20.6486	764	1.6119	0.4091	1.6119	1.2696
0.4022	20.7027	766	1.5440	0.4091	1.5440	1.2426
0.4022	20.7568	768	1.4548	0.4275	1.4548	1.2062
0.4022	20.8108	770	1.4174	0.4308	1.4174	1.1906
0.4022	20.8649	772	1.3948	0.4427	1.3948	1.1810
0.4022	20.9189	774	1.4538	0.4308	1.4538	1.2057
0.4022	20.9730	776	1.5781	0.4091	1.5781	1.2562
0.4022	21.0270	778	1.6971	0.3235	1.6971	1.3027
0.4022	21.0811	780	1.6961	0.3235	1.6961	1.3023
0.4022	21.1351	782	1.5598	0.4308	1.5598	1.2489
0.4022	21.1892	784	1.3763	0.4806	1.3763	1.1732
0.4022	21.2432	786	1.2817	0.4918	1.2817	1.1321
0.4022	21.2973	788	1.2437	0.5203	1.2437	1.1152
0.4022	21.3514	790	1.2583	0.5203	1.2583	1.1217
0.4022	21.4054	792	1.3186	0.4921	1.3186	1.1483
0.4022	21.4595	794	1.4245	0.4688	1.4245	1.1935
0.4022	21.5135	796	1.5003	0.4615	1.5003	1.2249
0.4022	21.5676	798	1.6529	0.3407	1.6529	1.2856
0.4022	21.6216	800	1.7640	0.2920	1.7640	1.3282
0.4022	21.6757	802	1.7119	0.2920	1.7119	1.3084
0.4022	21.7297	804	1.5564	0.3759	1.5564	1.2476
0.4022	21.7838	806	1.3798	0.4923	1.3798	1.1747
0.4022	21.8378	808	1.2898	0.4961	1.2898	1.1357
0.4022	21.8919	810	1.2651	0.5197	1.2651	1.1248
0.4022	21.9459	812	1.3140	0.5	1.3140	1.1463
0.4022	22.0	814	1.4364	0.4531	1.4364	1.1985
0.4022	22.0541	816	1.6050	0.3759	1.6050	1.2669
0.4022	22.1081	818	1.6835	0.3582	1.6835	1.2975
0.4022	22.1622	820	1.7523	0.2920	1.7523	1.3237
0.4022	22.2162	822	1.7902	0.2754	1.7902	1.3380
0.4022	22.2703	824	1.7404	0.2920	1.7404	1.3192
0.4022	22.3243	826	1.6253	0.3582	1.6253	1.2749
0.4022	22.3784	828	1.5331	0.4091	1.5331	1.2382
0.4022	22.4324	830	1.4362	0.4615	1.4362	1.1984
0.4022	22.4865	832	1.3413	0.4603	1.3413	1.1581
0.4022	22.5405	834	1.3245	0.48	1.3245	1.1509
0.4022	22.5946	836	1.4032	0.4531	1.4032	1.1846
0.4022	22.6486	838	1.5123	0.3910	1.5123	1.2297
0.4022	22.7027	840	1.5497	0.3910	1.5497	1.2449
0.4022	22.7568	842	1.5516	0.4030	1.5516	1.2456
0.4022	22.8108	844	1.5253	0.4030	1.5253	1.2350
0.4022	22.8649	846	1.4786	0.4030	1.4786	1.2160
0.4022	22.9189	848	1.5542	0.4030	1.5542	1.2467
0.4022	22.9730	850	1.7159	0.3582	1.7159	1.3099
0.4022	23.0270	852	1.8118	0.3212	1.8118	1.3460
0.4022	23.0811	854	1.8331	0.3212	1.8331	1.3539
0.4022	23.1351	856	1.7622	0.3235	1.7622	1.3275
0.4022	23.1892	858	1.6328	0.3910	1.6328	1.2778
0.4022	23.2432	860	1.5569	0.4091	1.5569	1.2478
0.4022	23.2973	862	1.4527	0.4394	1.4527	1.2053
0.4022	23.3514	864	1.4450	0.4394	1.4450	1.2021
0.4022	23.4054	866	1.5116	0.4394	1.5116	1.2295
0.4022	23.4595	868	1.6377	0.3582	1.6377	1.2797
0.4022	23.5135	870	1.7021	0.3582	1.7021	1.3046
0.4022	23.5676	872	1.7201	0.3407	1.7201	1.3115
0.4022	23.6216	874	1.6975	0.3407	1.6975	1.3029
0.4022	23.6757	876	1.6545	0.3582	1.6545	1.2863
0.4022	23.7297	878	1.5740	0.4275	1.5740	1.2546
0.4022	23.7838	880	1.4838	0.4154	1.4838	1.2181
0.4022	23.8378	882	1.4855	0.4154	1.4855	1.2188
0.4022	23.8919	884	1.5544	0.4275	1.5544	1.2468
0.4022	23.9459	886	1.6745	0.3582	1.6745	1.2940
0.4022	24.0	888	1.8300	0.3066	1.8300	1.3528
0.4022	24.0541	890	1.8869	0.2411	1.8869	1.3736
0.4022	24.1081	892	1.8382	0.2734	1.8382	1.3558
0.4022	24.1622	894	1.8193	0.3066	1.8193	1.3488
0.4022	24.2162	896	1.7328	0.3582	1.7328	1.3164
0.4022	24.2703	898	1.6561	0.4154	1.6561	1.2869
0.4022	24.3243	900	1.5746	0.4154	1.5746	1.2548
0.4022	24.3784	902	1.5160	0.4219	1.5160	1.2312
0.4022	24.4324	904	1.5318	0.4186	1.5318	1.2377
0.4022	24.4865	906	1.5746	0.3817	1.5746	1.2548
0.4022	24.5405	908	1.6523	0.3582	1.6523	1.2854
0.4022	24.5946	910	1.8001	0.2754	1.8001	1.3417
0.4022	24.6486	912	1.8631	0.2754	1.8631	1.3649
0.4022	24.7027	914	1.7889	0.2754	1.7889	1.3375
0.4022	24.7568	916	1.6009	0.3259	1.6009	1.2653
0.4022	24.8108	918	1.4821	0.3969	1.4821	1.2174
0.4022	24.8649	920	1.4438	0.4	1.4438	1.2016
0.4022	24.9189	922	1.4630	0.3969	1.4630	1.2096
0.4022	24.9730	924	1.5517	0.3910	1.5517	1.2457
0.4022	25.0270	926	1.6014	0.3910	1.6014	1.2655
0.4022	25.0811	928	1.6602	0.3259	1.6602	1.2885
0.4022	25.1351	930	1.6190	0.3910	1.6190	1.2724
0.4022	25.1892	932	1.5073	0.3910	1.5073	1.2277
0.4022	25.2432	934	1.3751	0.4651	1.3751	1.1726
0.4022	25.2973	936	1.2477	0.5231	1.2477	1.1170
0.4022	25.3514	938	1.2140	0.5156	1.2140	1.1018
0.4022	25.4054	940	1.2667	0.4961	1.2667	1.1255
0.4022	25.4595	942	1.3924	0.4651	1.3924	1.1800
0.4022	25.5135	944	1.5811	0.3910	1.5811	1.2574
0.4022	25.5676	946	1.8520	0.2878	1.8520	1.3609
0.4022	25.6216	948	2.0514	0.2143	2.0514	1.4323
0.4022	25.6757	950	2.1316	0.2143	2.1316	1.4600
0.4022	25.7297	952	2.0710	0.2143	2.0710	1.4391
0.4022	25.7838	954	1.9217	0.2143	1.9217	1.3863

Framework versions

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