ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k3_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: 1.1328
• Qwk: 0.4921
• Mse: 1.1328
• Rmse: 1.0643

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	0.1667	2	6.7982	0.0057	6.7982	2.6073
No log	0.3333	4	4.2521	0.0702	4.2521	2.0621
No log	0.5	6	3.3354	0.0108	3.3354	1.8263
No log	0.6667	8	3.4076	-0.0104	3.4076	1.8460
No log	0.8333	10	2.2792	0.1985	2.2792	1.5097
No log	1.0	12	2.0040	0.1587	2.0040	1.4156
No log	1.1667	14	1.8476	0.2261	1.8476	1.3593
No log	1.3333	16	1.6224	0.2075	1.6224	1.2737
No log	1.5	18	1.6017	0.1468	1.6017	1.2656
No log	1.6667	20	1.5977	0.1607	1.5977	1.2640
No log	1.8333	22	1.6064	0.1802	1.6064	1.2675
No log	2.0	24	1.6093	0.2857	1.6093	1.2686
No log	2.1667	26	1.6385	0.3140	1.6385	1.2800
No log	2.3333	28	1.9949	0.2406	1.9949	1.4124
No log	2.5	30	2.3913	0.0966	2.3913	1.5464
No log	2.6667	32	2.1566	0.1871	2.1566	1.4685
No log	2.8333	34	1.6756	0.25	1.6756	1.2945
No log	3.0	36	1.4388	0.2807	1.4388	1.1995
No log	3.1667	38	1.4546	0.3559	1.4546	1.2061
No log	3.3333	40	1.8389	0.3158	1.8389	1.3561
No log	3.5	42	2.0096	0.2963	2.0096	1.4176
No log	3.6667	44	1.6626	0.3226	1.6626	1.2894
No log	3.8333	46	1.4457	0.3051	1.4457	1.2024
No log	4.0	48	1.3598	0.4068	1.3598	1.1661
No log	4.1667	50	1.4357	0.3193	1.4357	1.1982
No log	4.3333	52	1.7180	0.3622	1.7180	1.3107
No log	4.5	54	2.3624	0.1899	2.3624	1.5370
No log	4.6667	56	2.3901	0.1761	2.3901	1.5460
No log	4.8333	58	1.7595	0.375	1.7595	1.3265
No log	5.0	60	1.3548	0.3590	1.3548	1.1639
No log	5.1667	62	1.3183	0.3333	1.3183	1.1482
No log	5.3333	64	1.3750	0.3186	1.3750	1.1726
No log	5.5	66	1.5296	0.2982	1.5296	1.2368
No log	5.6667	68	1.7418	0.3710	1.7418	1.3198
No log	5.8333	70	1.5943	0.2975	1.5943	1.2626
No log	6.0	72	1.4523	0.3833	1.4523	1.2051
No log	6.1667	74	1.3402	0.3193	1.3402	1.1577
No log	6.3333	76	1.3342	0.3667	1.3342	1.1551
No log	6.5	78	1.3376	0.3471	1.3376	1.1565
No log	6.6667	80	1.4473	0.3810	1.4473	1.2030
No log	6.8333	82	1.4613	0.3566	1.4613	1.2088
No log	7.0	84	1.4087	0.3906	1.4087	1.1869
No log	7.1667	86	1.4156	0.4032	1.4156	1.1898
No log	7.3333	88	1.4558	0.3710	1.4558	1.2066
No log	7.5	90	1.5151	0.3193	1.5151	1.2309
No log	7.6667	92	1.5794	0.3220	1.5794	1.2567
No log	7.8333	94	1.5906	0.3140	1.5906	1.2612
No log	8.0	96	1.4980	0.3279	1.4980	1.2239
No log	8.1667	98	1.4368	0.4186	1.4368	1.1987
No log	8.3333	100	1.4486	0.3881	1.4486	1.2036
No log	8.5	102	1.4515	0.4118	1.4515	1.2048
No log	8.6667	104	1.4230	0.3881	1.4230	1.1929
No log	8.8333	106	1.4166	0.3852	1.4166	1.1902
No log	9.0	108	1.4411	0.4925	1.4411	1.2004
No log	9.1667	110	1.4040	0.4308	1.4040	1.1849
No log	9.3333	112	1.5690	0.3538	1.5690	1.2526
No log	9.5	114	1.6955	0.3688	1.6955	1.3021
No log	9.6667	116	1.5052	0.3759	1.5052	1.2269
No log	9.8333	118	1.4559	0.4211	1.4559	1.2066
No log	10.0	120	1.4530	0.3939	1.4530	1.2054
No log	10.1667	122	1.4342	0.4186	1.4342	1.1976
No log	10.3333	124	1.5210	0.3788	1.5210	1.2333
No log	10.5	126	1.4788	0.4361	1.4788	1.2161
No log	10.6667	128	1.3757	0.4375	1.3757	1.1729
No log	10.8333	130	1.3518	0.4065	1.3518	1.1627
No log	11.0	132	1.4175	0.4724	1.4175	1.1906
No log	11.1667	134	1.4086	0.4697	1.4086	1.1868
No log	11.3333	136	1.3425	0.4375	1.3425	1.1587
No log	11.5	138	1.4242	0.4031	1.4242	1.1934
No log	11.6667	140	1.5127	0.3788	1.5127	1.2299
No log	11.8333	142	1.5802	0.3411	1.5802	1.2570
No log	12.0	144	1.4996	0.3788	1.4996	1.2246
No log	12.1667	146	1.4440	0.4219	1.4440	1.2017
No log	12.3333	148	1.4581	0.4	1.4581	1.2075
No log	12.5	150	1.4535	0.3780	1.4535	1.2056
No log	12.6667	152	1.4526	0.2982	1.4526	1.2052
No log	12.8333	154	1.5121	0.2679	1.5121	1.2297
No log	13.0	156	1.5344	0.3500	1.5344	1.2387
No log	13.1667	158	1.4323	0.3471	1.4323	1.1968
No log	13.3333	160	1.3340	0.3934	1.3340	1.1550
No log	13.5	162	1.3260	0.4252	1.3260	1.1515
No log	13.6667	164	1.3866	0.4	1.3866	1.1775
No log	13.8333	166	1.4112	0.4444	1.4112	1.1879
No log	14.0	168	1.3585	0.4032	1.3585	1.1656
No log	14.1667	170	1.3297	0.4031	1.3297	1.1531
No log	14.3333	172	1.3419	0.3810	1.3419	1.1584
No log	14.5	174	1.3843	0.4252	1.3843	1.1766
No log	14.6667	176	1.4857	0.3934	1.4857	1.2189
No log	14.8333	178	1.5139	0.4065	1.5139	1.2304
No log	15.0	180	1.4672	0.4132	1.4672	1.2113
No log	15.1667	182	1.4020	0.3934	1.4020	1.1841
No log	15.3333	184	1.3780	0.4	1.3780	1.1739
No log	15.5	186	1.3664	0.4	1.3664	1.1689
No log	15.6667	188	1.3534	0.3740	1.3534	1.1634
No log	15.8333	190	1.3518	0.3802	1.3518	1.1627
No log	16.0	192	1.3675	0.3968	1.3675	1.1694
No log	16.1667	194	1.3685	0.384	1.3685	1.1698
No log	16.3333	196	1.3736	0.3651	1.3736	1.1720
No log	16.5	198	1.4035	0.3622	1.4035	1.1847
No log	16.6667	200	1.4076	0.3622	1.4076	1.1864
No log	16.8333	202	1.3917	0.4167	1.3917	1.1797
No log	17.0	204	1.3755	0.4	1.3755	1.1728
No log	17.1667	206	1.3746	0.3697	1.3746	1.1724
No log	17.3333	208	1.3503	0.3729	1.3503	1.1620
No log	17.5	210	1.3231	0.3793	1.3231	1.1502
No log	17.6667	212	1.3061	0.3793	1.3061	1.1428
No log	17.8333	214	1.2931	0.4370	1.2931	1.1371
No log	18.0	216	1.2896	0.4444	1.2896	1.1356
No log	18.1667	218	1.3002	0.4496	1.3002	1.1403
No log	18.3333	220	1.2801	0.384	1.2801	1.1314
No log	18.5	222	1.2953	0.4228	1.2953	1.1381
No log	18.6667	224	1.2971	0.3559	1.2971	1.1389
No log	18.8333	226	1.3187	0.3761	1.3187	1.1483
No log	19.0	228	1.3387	0.3770	1.3387	1.1570
No log	19.1667	230	1.3603	0.4065	1.3603	1.1663
No log	19.3333	232	1.3925	0.3802	1.3925	1.1800
No log	19.5	234	1.3938	0.4098	1.3938	1.1806
No log	19.6667	236	1.4458	0.3103	1.4458	1.2024
No log	19.8333	238	1.4514	0.2832	1.4514	1.2047
No log	20.0	240	1.4160	0.3009	1.4160	1.1899
No log	20.1667	242	1.4040	0.3559	1.4040	1.1849
No log	20.3333	244	1.4398	0.4355	1.4398	1.1999
No log	20.5	246	1.4318	0.4	1.4318	1.1966
No log	20.6667	248	1.3810	0.3833	1.3810	1.1752
No log	20.8333	250	1.3673	0.4127	1.3673	1.1693
No log	21.0	252	1.3762	0.4252	1.3762	1.1731
No log	21.1667	254	1.3557	0.3802	1.3557	1.1644
No log	21.3333	256	1.3507	0.4	1.3507	1.1622
No log	21.5	258	1.3500	0.4298	1.3500	1.1619
No log	21.6667	260	1.3742	0.4065	1.3742	1.1723
No log	21.8333	262	1.3687	0.4390	1.3687	1.1699
No log	22.0	264	1.3588	0.3802	1.3588	1.1657
No log	22.1667	266	1.3807	0.3810	1.3807	1.1750
No log	22.3333	268	1.3653	0.3025	1.3653	1.1685
No log	22.5	270	1.3551	0.3932	1.3551	1.1641
No log	22.6667	272	1.3449	0.4444	1.3449	1.1597
No log	22.8333	274	1.3596	0.4806	1.3596	1.1660
No log	23.0	276	1.3540	0.4921	1.3540	1.1636
No log	23.1667	278	1.3037	0.4355	1.3037	1.1418
No log	23.3333	280	1.2820	0.4228	1.2820	1.1322
No log	23.5	282	1.2704	0.496	1.2704	1.1271
No log	23.6667	284	1.2945	0.48	1.2945	1.1378
No log	23.8333	286	1.3108	0.5116	1.3108	1.1449
No log	24.0	288	1.2856	0.4961	1.2856	1.1338
No log	24.1667	290	1.2679	0.5079	1.2679	1.1260
No log	24.3333	292	1.2240	0.5354	1.2240	1.1063
No log	24.5	294	1.1956	0.4839	1.1956	1.0934
No log	24.6667	296	1.1794	0.5156	1.1794	1.0860
No log	24.8333	298	1.1730	0.5156	1.1730	1.0830
No log	25.0	300	1.1819	0.4677	1.1819	1.0871
No log	25.1667	302	1.2064	0.4500	1.2064	1.0984
No log	25.3333	304	1.2216	0.4500	1.2216	1.1053
No log	25.5	306	1.2284	0.4538	1.2284	1.1083
No log	25.6667	308	1.2479	0.4538	1.2479	1.1171
No log	25.8333	310	1.2456	0.4103	1.2456	1.1161
No log	26.0	312	1.2459	0.4553	1.2459	1.1162
No log	26.1667	314	1.2916	0.5	1.2916	1.1365
No log	26.3333	316	1.3822	0.4545	1.3822	1.1757
No log	26.5	318	1.4253	0.3359	1.4253	1.1939
No log	26.6667	320	1.3957	0.3692	1.3957	1.1814
No log	26.8333	322	1.3081	0.4651	1.3081	1.1437
No log	27.0	324	1.2967	0.4496	1.2967	1.1387
No log	27.1667	326	1.3491	0.4375	1.3491	1.1615
No log	27.3333	328	1.4340	0.3937	1.4340	1.1975
No log	27.5	330	1.4221	0.4160	1.4221	1.1925
No log	27.6667	332	1.3616	0.4320	1.3616	1.1669
No log	27.8333	334	1.3329	0.4194	1.3329	1.1545
No log	28.0	336	1.3487	0.352	1.3487	1.1614
No log	28.1667	338	1.3264	0.3902	1.3264	1.1517
No log	28.3333	340	1.2933	0.4463	1.2933	1.1372
No log	28.5	342	1.3263	0.4516	1.3263	1.1516
No log	28.6667	344	1.3480	0.4878	1.3480	1.1610
No log	28.8333	346	1.3419	0.4959	1.3419	1.1584
No log	29.0	348	1.3190	0.4793	1.3190	1.1485
No log	29.1667	350	1.3148	0.4	1.3148	1.1466
No log	29.3333	352	1.3256	0.3729	1.3256	1.1514
No log	29.5	354	1.3125	0.4333	1.3125	1.1457
No log	29.6667	356	1.3154	0.4333	1.3154	1.1469
No log	29.8333	358	1.3222	0.4553	1.3222	1.1499
No log	30.0	360	1.3302	0.4480	1.3302	1.1533
No log	30.1667	362	1.3268	0.4062	1.3268	1.1519
No log	30.3333	364	1.3170	0.4186	1.3170	1.1476
No log	30.5	366	1.2868	0.4516	1.2868	1.1344
No log	30.6667	368	1.2505	0.4262	1.2505	1.1183
No log	30.8333	370	1.2595	0.3967	1.2595	1.1223
No log	31.0	372	1.2596	0.3276	1.2596	1.1223
No log	31.1667	374	1.2415	0.3304	1.2415	1.1142
No log	31.3333	376	1.2453	0.4202	1.2453	1.1159
No log	31.5	378	1.3060	0.4715	1.3060	1.1428
No log	31.6667	380	1.3469	0.4516	1.3469	1.1606
No log	31.8333	382	1.3324	0.4677	1.3324	1.1543
No log	32.0	384	1.2766	0.496	1.2766	1.1299
No log	32.1667	386	1.2214	0.4918	1.2214	1.1052
No log	32.3333	388	1.2144	0.5	1.2144	1.1020
No log	32.5	390	1.2512	0.4370	1.2512	1.1186
No log	32.6667	392	1.3312	0.4370	1.3312	1.1538
No log	32.8333	394	1.4137	0.3967	1.4137	1.1890
No log	33.0	396	1.4395	0.3934	1.4395	1.1998
No log	33.1667	398	1.4048	0.4754	1.4048	1.1852
No log	33.3333	400	1.3644	0.4959	1.3644	1.1681
No log	33.5	402	1.3086	0.3932	1.3086	1.1439
No log	33.6667	404	1.2642	0.3866	1.2642	1.1244
No log	33.8333	406	1.2621	0.3967	1.2621	1.1234
No log	34.0	408	1.2472	0.4426	1.2472	1.1168
No log	34.1667	410	1.2808	0.5	1.2808	1.1317
No log	34.3333	412	1.3264	0.4516	1.3264	1.1517
No log	34.5	414	1.3515	0.4667	1.3515	1.1626
No log	34.6667	416	1.3649	0.3826	1.3649	1.1683
No log	34.8333	418	1.3727	0.4	1.3727	1.1716
No log	35.0	420	1.3794	0.3684	1.3794	1.1745
No log	35.1667	422	1.3590	0.4068	1.3590	1.1658
No log	35.3333	424	1.3300	0.4463	1.3300	1.1533
No log	35.5	426	1.2983	0.4844	1.2983	1.1394
No log	35.6667	428	1.2620	0.4651	1.2620	1.1234
No log	35.8333	430	1.2479	0.4769	1.2479	1.1171
No log	36.0	432	1.2423	0.5000	1.2423	1.1146
No log	36.1667	434	1.2770	0.4355	1.2770	1.1301
No log	36.3333	436	1.3354	0.4355	1.3354	1.1556
No log	36.5	438	1.3424	0.4553	1.3424	1.1586
No log	36.6667	440	1.2822	0.4628	1.2822	1.1324
No log	36.8333	442	1.2334	0.4333	1.2334	1.1106
No log	37.0	444	1.2449	0.4194	1.2449	1.1157
No log	37.1667	446	1.2594	0.3902	1.2594	1.1223
No log	37.3333	448	1.2460	0.4516	1.2460	1.1162
No log	37.5	450	1.2354	0.4715	1.2354	1.1115
No log	37.6667	452	1.2874	0.3967	1.2874	1.1347
No log	37.8333	454	1.3257	0.3934	1.3257	1.1514
No log	38.0	456	1.3335	0.4160	1.3335	1.1548
No log	38.1667	458	1.3203	0.4252	1.3203	1.1491
No log	38.3333	460	1.3189	0.4390	1.3189	1.1484
No log	38.5	462	1.3102	0.4500	1.3102	1.1446
No log	38.6667	464	1.2967	0.4667	1.2967	1.1387
No log	38.8333	466	1.2948	0.4407	1.2948	1.1379
No log	39.0	468	1.2951	0.4274	1.2951	1.1380
No log	39.1667	470	1.2896	0.4500	1.2896	1.1356
No log	39.3333	472	1.2905	0.4878	1.2905	1.1360
No log	39.5	474	1.2917	0.4355	1.2917	1.1365
No log	39.6667	476	1.2696	0.4628	1.2696	1.1268
No log	39.8333	478	1.2406	0.4628	1.2406	1.1138
No log	40.0	480	1.2281	0.4390	1.2281	1.1082
No log	40.1667	482	1.2403	0.4762	1.2403	1.1137
No log	40.3333	484	1.2366	0.4480	1.2366	1.1120
No log	40.5	486	1.2316	0.4480	1.2316	1.1098
No log	40.6667	488	1.2456	0.4065	1.2456	1.1161
No log	40.8333	490	1.2424	0.3697	1.2424	1.1146
No log	41.0	492	1.2183	0.4132	1.2183	1.1038
No log	41.1667	494	1.2014	0.4426	1.2014	1.0961
No log	41.3333	496	1.1844	0.4553	1.1844	1.0883
No log	41.5	498	1.1791	0.4034	1.1791	1.0859
0.2887	41.6667	500	1.1779	0.4262	1.1779	1.0853
0.2887	41.8333	502	1.1783	0.4426	1.1783	1.0855
0.2887	42.0	504	1.1861	0.4202	1.1861	1.0891
0.2887	42.1667	506	1.1984	0.4202	1.1984	1.0947
0.2887	42.3333	508	1.2102	0.3833	1.2102	1.1001
0.2887	42.5	510	1.2168	0.4262	1.2168	1.1031
0.2887	42.6667	512	1.2203	0.4426	1.2203	1.1047
0.2887	42.8333	514	1.2286	0.4426	1.2286	1.1084
0.2887	43.0	516	1.2367	0.4538	1.2367	1.1121
0.2887	43.1667	518	1.2412	0.4667	1.2412	1.1141
0.2887	43.3333	520	1.2474	0.4878	1.2474	1.1169
0.2887	43.5	522	1.2571	0.4878	1.2571	1.1212
0.2887	43.6667	524	1.2692	0.5	1.2692	1.1266
0.2887	43.8333	526	1.2740	0.4715	1.2740	1.1287
0.2887	44.0	528	1.2732	0.4715	1.2732	1.1284
0.2887	44.1667	530	1.2618	0.5116	1.2618	1.1233
0.2887	44.3333	532	1.2564	0.5156	1.2564	1.1209
0.2887	44.5	534	1.2594	0.5426	1.2594	1.1222
0.2887	44.6667	536	1.2620	0.5041	1.2620	1.1234
0.2887	44.8333	538	1.2621	0.5041	1.2621	1.1234
0.2887	45.0	540	1.2706	0.4426	1.2706	1.1272
0.2887	45.1667	542	1.2887	0.4355	1.2887	1.1352
0.2887	45.3333	544	1.2982	0.4355	1.2982	1.1394
0.2887	45.5	546	1.2851	0.4762	1.2851	1.1336
0.2887	45.6667	548	1.2786	0.5039	1.2786	1.1307
0.2887	45.8333	550	1.2900	0.48	1.2900	1.1358
0.2887	46.0	552	1.2936	0.4839	1.2936	1.1374
0.2887	46.1667	554	1.2872	0.4878	1.2872	1.1346
0.2887	46.3333	556	1.2774	0.4715	1.2774	1.1302
0.2887	46.5	558	1.2749	0.4262	1.2749	1.1291
0.2887	46.6667	560	1.2837	0.4480	1.2837	1.1330
0.2887	46.8333	562	1.2877	0.4375	1.2877	1.1348
0.2887	47.0	564	1.2844	0.4848	1.2844	1.1333
0.2887	47.1667	566	1.2541	0.5152	1.2541	1.1199
0.2887	47.3333	568	1.2238	0.5303	1.2238	1.1063
0.2887	47.5	570	1.2275	0.5271	1.2275	1.1079
0.2887	47.6667	572	1.2644	0.4921	1.2644	1.1245
0.2887	47.8333	574	1.2881	0.4516	1.2881	1.1349
0.2887	48.0	576	1.2965	0.4444	1.2965	1.1386
0.2887	48.1667	578	1.3008	0.4480	1.3008	1.1405
0.2887	48.3333	580	1.2764	0.4426	1.2764	1.1298
0.2887	48.5	582	1.2527	0.4667	1.2527	1.1192
0.2887	48.6667	584	1.2392	0.496	1.2392	1.1132
0.2887	48.8333	586	1.2424	0.4553	1.2424	1.1146
0.2887	49.0	588	1.2585	0.4806	1.2585	1.1218
0.2887	49.1667	590	1.2502	0.5038	1.2502	1.1181
0.2887	49.3333	592	1.2261	0.5191	1.2261	1.1073
0.2887	49.5	594	1.2260	0.4923	1.2260	1.1072
0.2887	49.6667	596	1.2513	0.4844	1.2513	1.1186
0.2887	49.8333	598	1.2851	0.4688	1.2851	1.1336
0.2887	50.0	600	1.3057	0.4341	1.3057	1.1427
0.2887	50.1667	602	1.2901	0.4375	1.2901	1.1358
0.2887	50.3333	604	1.2465	0.4480	1.2465	1.1165
0.2887	50.5	606	1.2007	0.5079	1.2007	1.0958
0.2887	50.6667	608	1.1704	0.5469	1.1704	1.0819
0.2887	50.8333	610	1.1667	0.5079	1.1667	1.0801
0.2887	51.0	612	1.1664	0.5000	1.1664	1.0800
0.2887	51.1667	614	1.1628	0.5039	1.1628	1.0783
0.2887	51.3333	616	1.1606	0.5	1.1606	1.0773
0.2887	51.5	618	1.1718	0.496	1.1718	1.0825
0.2887	51.6667	620	1.1966	0.5238	1.1966	1.0939
0.2887	51.8333	622	1.2365	0.5	1.2365	1.1120
0.2887	52.0	624	1.2442	0.4480	1.2442	1.1154
0.2887	52.1667	626	1.1965	0.496	1.1965	1.0938
0.2887	52.3333	628	1.1472	0.5231	1.1472	1.0711
0.2887	52.5	630	1.1221	0.5	1.1221	1.0593
0.2887	52.6667	632	1.1186	0.4882	1.1186	1.0576
0.2887	52.8333	634	1.1259	0.4882	1.1259	1.0611
0.2887	53.0	636	1.1361	0.5077	1.1361	1.0659
0.2887	53.1667	638	1.1425	0.4806	1.1425	1.0689
0.2887	53.3333	640	1.1377	0.5	1.1377	1.0666
0.2887	53.5	642	1.1334	0.4839	1.1334	1.0646
0.2887	53.6667	644	1.1366	0.4715	1.1366	1.0661
0.2887	53.8333	646	1.1475	0.4715	1.1475	1.0712
0.2887	54.0	648	1.1552	0.496	1.1552	1.0748
0.2887	54.1667	650	1.1507	0.496	1.1507	1.0727
0.2887	54.3333	652	1.1402	0.5271	1.1402	1.0678
0.2887	54.5	654	1.1269	0.5271	1.1269	1.0615
0.2887	54.6667	656	1.1203	0.5414	1.1203	1.0585
0.2887	54.8333	658	1.1259	0.5303	1.1259	1.0611
0.2887	55.0	660	1.1333	0.5455	1.1333	1.0646
0.2887	55.1667	662	1.1363	0.5312	1.1363	1.0660
0.2887	55.3333	664	1.1422	0.5312	1.1422	1.0687
0.2887	55.5	666	1.1478	0.512	1.1478	1.0713
0.2887	55.6667	668	1.1619	0.48	1.1619	1.0779
0.2887	55.8333	670	1.1710	0.4628	1.1710	1.0821
0.2887	56.0	672	1.1620	0.4628	1.1620	1.0779
0.2887	56.1667	674	1.1432	0.48	1.1432	1.0692
0.2887	56.3333	676	1.1335	0.5156	1.1335	1.0646
0.2887	56.5	678	1.1422	0.4882	1.1422	1.0687
0.2887	56.6667	680	1.1459	0.4882	1.1459	1.0704
0.2887	56.8333	682	1.1516	0.5271	1.1516	1.0731
0.2887	57.0	684	1.1537	0.5156	1.1537	1.0741
0.2887	57.1667	686	1.1497	0.5156	1.1497	1.0722
0.2887	57.3333	688	1.1422	0.5538	1.1422	1.0687
0.2887	57.5	690	1.1390	0.5271	1.1390	1.0672
0.2887	57.6667	692	1.1444	0.528	1.1444	1.0698
0.2887	57.8333	694	1.1500	0.528	1.1500	1.0724
0.2887	58.0	696	1.1526	0.5203	1.1526	1.0736
0.2887	58.1667	698	1.1651	0.4918	1.1651	1.0794
0.2887	58.3333	700	1.1719	0.4959	1.1719	1.0826
0.2887	58.5	702	1.1611	0.5238	1.1611	1.0775
0.2887	58.6667	704	1.1516	0.5271	1.1516	1.0731
0.2887	58.8333	706	1.1512	0.5	1.1512	1.0730
0.2887	59.0	708	1.1531	0.5263	1.1531	1.0738
0.2887	59.1667	710	1.1585	0.5038	1.1585	1.0763
0.2887	59.3333	712	1.1650	0.5038	1.1650	1.0793
0.2887	59.5	714	1.1685	0.5038	1.1685	1.0810
0.2887	59.6667	716	1.1654	0.5038	1.1654	1.0795
0.2887	59.8333	718	1.1631	0.5038	1.1631	1.0785
0.2887	60.0	720	1.1740	0.4885	1.1740	1.0835
0.2887	60.1667	722	1.1826	0.5538	1.1826	1.0875
0.2887	60.3333	724	1.1700	0.5426	1.1700	1.0817
0.2887	60.5	726	1.1542	0.5039	1.1542	1.0744
0.2887	60.6667	728	1.1401	0.5039	1.1401	1.0678
0.2887	60.8333	730	1.1336	0.4921	1.1336	1.0647
0.2887	61.0	732	1.1287	0.4603	1.1287	1.0624
0.2887	61.1667	734	1.1286	0.4480	1.1286	1.0624
0.2887	61.3333	736	1.1266	0.4603	1.1266	1.0614
0.2887	61.5	738	1.1234	0.4762	1.1234	1.0599
0.2887	61.6667	740	1.1174	0.4603	1.1174	1.0571
0.2887	61.8333	742	1.1104	0.4882	1.1104	1.0538
0.2887	62.0	744	1.1068	0.4603	1.1068	1.0521
0.2887	62.1667	746	1.1075	0.5156	1.1075	1.0524
0.2887	62.3333	748	1.1082	0.5271	1.1082	1.0527
0.2887	62.5	750	1.1113	0.5271	1.1113	1.0542
0.2887	62.6667	752	1.1130	0.5000	1.1130	1.0550
0.2887	62.8333	754	1.1172	0.5271	1.1172	1.0570
0.2887	63.0	756	1.1221	0.5039	1.1221	1.0593
0.2887	63.1667	758	1.1256	0.4921	1.1256	1.0609
0.2887	63.3333	760	1.1299	0.4640	1.1299	1.0629
0.2887	63.5	762	1.1299	0.4640	1.1299	1.0629
0.2887	63.6667	764	1.1331	0.4882	1.1331	1.0645
0.2887	63.8333	766	1.1399	0.5156	1.1399	1.0676
0.2887	64.0	768	1.1389	0.5152	1.1389	1.0672
0.2887	64.1667	770	1.1271	0.5191	1.1271	1.0616
0.2887	64.3333	772	1.1172	0.5303	1.1172	1.0570
0.2887	64.5	774	1.1075	0.5926	1.1075	1.0524
0.2887	64.6667	776	1.1003	0.6212	1.1003	1.0489
0.2887	64.8333	778	1.1056	0.5649	1.1056	1.0515
0.2887	65.0	780	1.1236	0.4923	1.1236	1.0600
0.2887	65.1667	782	1.1390	0.4923	1.1390	1.0672
0.2887	65.3333	784	1.1444	0.4923	1.1444	1.0697
0.2887	65.5	786	1.1383	0.4961	1.1383	1.0669
0.2887	65.6667	788	1.1385	0.5312	1.1385	1.0670
0.2887	65.8333	790	1.1259	0.5802	1.1259	1.0611
0.2887	66.0	792	1.1134	0.5692	1.1134	1.0552
0.2887	66.1667	794	1.1025	0.6061	1.1025	1.0500
0.2887	66.3333	796	1.0982	0.6061	1.0982	1.0479
0.2887	66.5	798	1.0988	0.5692	1.0988	1.0482
0.2887	66.6667	800	1.1052	0.5692	1.1052	1.0513
0.2887	66.8333	802	1.1055	0.5426	1.1055	1.0514
0.2887	67.0	804	1.1003	0.5385	1.1003	1.0490
0.2887	67.1667	806	1.0992	0.5496	1.0992	1.0484
0.2887	67.3333	808	1.1079	0.5385	1.1079	1.0526
0.2887	67.5	810	1.1136	0.5385	1.1136	1.0553
0.2887	67.6667	812	1.1038	0.5385	1.1038	1.0506
0.2887	67.8333	814	1.0957	0.5496	1.0957	1.0467
0.2887	68.0	816	1.0979	0.5385	1.0979	1.0478
0.2887	68.1667	818	1.1050	0.5197	1.1050	1.0512
0.2887	68.3333	820	1.1176	0.5079	1.1176	1.0571
0.2887	68.5	822	1.1252	0.4878	1.1252	1.0608
0.2887	68.6667	824	1.1359	0.4878	1.1359	1.0658
0.2887	68.8333	826	1.1367	0.4918	1.1367	1.0661
0.2887	69.0	828	1.1346	0.5238	1.1346	1.0652
0.2887	69.1667	830	1.1226	0.5197	1.1226	1.0595
0.2887	69.3333	832	1.1109	0.5846	1.1109	1.0540
0.2887	69.5	834	1.1028	0.5821	1.1028	1.0501
0.2887	69.6667	836	1.0941	0.5926	1.0941	1.0460
0.2887	69.8333	838	1.0899	0.6176	1.0899	1.0440
0.2887	70.0	840	1.0889	0.6423	1.0889	1.0435
0.2887	70.1667	842	1.0898	0.6423	1.0898	1.0440
0.2887	70.3333	844	1.0921	0.6176	1.0921	1.0450
0.2887	70.5	846	1.0952	0.6029	1.0952	1.0465
0.2887	70.6667	848	1.0961	0.6029	1.0961	1.0469
0.2887	70.8333	850	1.1005	0.5926	1.1005	1.0491
0.2887	71.0	852	1.1055	0.5954	1.1055	1.0514
0.2887	71.1667	854	1.1150	0.5581	1.1150	1.0559
0.2887	71.3333	856	1.1203	0.5469	1.1203	1.0584
0.2887	71.5	858	1.1208	0.5469	1.1208	1.0587
0.2887	71.6667	860	1.1190	0.5469	1.1190	1.0578
0.2887	71.8333	862	1.1139	0.5736	1.1139	1.0554
0.2887	72.0	864	1.1130	0.5581	1.1130	1.0550
0.2887	72.1667	866	1.1117	0.5581	1.1117	1.0544
0.2887	72.3333	868	1.1090	0.5581	1.1090	1.0531
0.2887	72.5	870	1.1076	0.5581	1.1076	1.0524
0.2887	72.6667	872	1.1053	0.5344	1.1053	1.0513
0.2887	72.8333	874	1.1004	0.5344	1.1004	1.0490
0.2887	73.0	876	1.1017	0.5469	1.1017	1.0496
0.2887	73.1667	878	1.1093	0.5469	1.1093	1.0532
0.2887	73.3333	880	1.1183	0.5469	1.1183	1.0575
0.2887	73.5	882	1.1270	0.5469	1.1270	1.0616
0.2887	73.6667	884	1.1347	0.5312	1.1347	1.0652
0.2887	73.8333	886	1.1319	0.5312	1.1319	1.0639
0.2887	74.0	888	1.1291	0.5581	1.1291	1.0626
0.2887	74.1667	890	1.1238	0.5469	1.1238	1.0601
0.2887	74.3333	892	1.1198	0.5736	1.1198	1.0582
0.2887	74.5	894	1.1137	0.5736	1.1137	1.0553
0.2887	74.6667	896	1.1090	0.5846	1.1090	1.0531
0.2887	74.8333	898	1.1104	0.5156	1.1104	1.0538
0.2887	75.0	900	1.1208	0.5077	1.1208	1.0587
0.2887	75.1667	902	1.1418	0.496	1.1418	1.0685
0.2887	75.3333	904	1.1543	0.496	1.1543	1.0744
0.2887	75.5	906	1.1555	0.496	1.1555	1.0749
0.2887	75.6667	908	1.1592	0.5	1.1592	1.0766
0.2887	75.8333	910	1.1643	0.4878	1.1643	1.0790
0.2887	76.0	912	1.1639	0.5	1.1639	1.0789
0.2887	76.1667	914	1.1553	0.496	1.1553	1.0749
0.2887	76.3333	916	1.1489	0.496	1.1489	1.0719
0.2887	76.5	918	1.1424	0.5	1.1424	1.0688
0.2887	76.6667	920	1.1426	0.5161	1.1426	1.0689
0.2887	76.8333	922	1.1467	0.496	1.1467	1.0708
0.2887	77.0	924	1.1487	0.5156	1.1487	1.0718
0.2887	77.1667	926	1.1515	0.4882	1.1515	1.0731
0.2887	77.3333	928	1.1563	0.5077	1.1563	1.0753
0.2887	77.5	930	1.1593	0.5077	1.1593	1.0767
0.2887	77.6667	932	1.1568	0.5077	1.1568	1.0756
0.2887	77.8333	934	1.1499	0.5077	1.1499	1.0723
0.2887	78.0	936	1.1470	0.5116	1.1470	1.0710
0.2887	78.1667	938	1.1511	0.5116	1.1511	1.0729
0.2887	78.3333	940	1.1541	0.5116	1.1541	1.0743
0.2887	78.5	942	1.1560	0.5385	1.1560	1.0752
0.2887	78.6667	944	1.1592	0.5344	1.1592	1.0766
0.2887	78.8333	946	1.1638	0.5231	1.1638	1.0788
0.2887	79.0	948	1.1685	0.496	1.1685	1.0810
0.2887	79.1667	950	1.1764	0.5	1.1764	1.0846
0.2887	79.3333	952	1.1773	0.5	1.1773	1.0850
0.2887	79.5	954	1.1749	0.496	1.1749	1.0839
0.2887	79.6667	956	1.1690	0.496	1.1690	1.0812
0.2887	79.8333	958	1.1658	0.5271	1.1658	1.0797
0.2887	80.0	960	1.1655	0.5231	1.1655	1.0796
0.2887	80.1667	962	1.1675	0.5	1.1675	1.0805
0.2887	80.3333	964	1.1676	0.5	1.1676	1.0806
0.2887	80.5	966	1.1669	0.5	1.1669	1.0802
0.2887	80.6667	968	1.1654	0.5116	1.1654	1.0795
0.2887	80.8333	970	1.1636	0.5116	1.1636	1.0787
0.2887	81.0	972	1.1607	0.5116	1.1607	1.0774
0.2887	81.1667	974	1.1579	0.5116	1.1579	1.0761
0.2887	81.3333	976	1.1547	0.5077	1.1547	1.0746
0.2887	81.5	978	1.1565	0.5191	1.1565	1.0754
0.2887	81.6667	980	1.1614	0.5191	1.1614	1.0777
0.2887	81.8333	982	1.1709	0.5	1.1709	1.0821
0.2887	82.0	984	1.1802	0.4923	1.1802	1.0864
0.2887	82.1667	986	1.1864	0.4923	1.1864	1.0892
0.2887	82.3333	988	1.1882	0.4724	1.1882	1.0901
0.2887	82.5	990	1.1822	0.4724	1.1822	1.0873
0.2887	82.6667	992	1.1762	0.5079	1.1762	1.0845
0.2887	82.8333	994	1.1656	0.5271	1.1656	1.0796
0.2887	83.0	996	1.1597	0.5271	1.1597	1.0769
0.2887	83.1667	998	1.1540	0.5156	1.1540	1.0742
0.0447	83.3333	1000	1.1539	0.5197	1.1539	1.0742
0.0447	83.5	1002	1.1569	0.5197	1.1569	1.0756
0.0447	83.6667	1004	1.1562	0.5344	1.1562	1.0753
0.0447	83.8333	1006	1.1522	0.5344	1.1522	1.0734
0.0447	84.0	1008	1.1477	0.5385	1.1477	1.0713
0.0447	84.1667	1010	1.1461	0.5344	1.1461	1.0706
0.0447	84.3333	1012	1.1461	0.5231	1.1461	1.0705
0.0447	84.5	1014	1.1467	0.5231	1.1467	1.0708
0.0447	84.6667	1016	1.1495	0.5231	1.1495	1.0721
0.0447	84.8333	1018	1.1525	0.5231	1.1525	1.0736
0.0447	85.0	1020	1.1535	0.5039	1.1535	1.0740
0.0447	85.1667	1022	1.1506	0.5039	1.1506	1.0726
0.0447	85.3333	1024	1.1452	0.5231	1.1452	1.0701
0.0447	85.5	1026	1.1419	0.5116	1.1419	1.0686
0.0447	85.6667	1028	1.1393	0.5039	1.1393	1.0674
0.0447	85.8333	1030	1.1369	0.5039	1.1369	1.0663
0.0447	86.0	1032	1.1350	0.4921	1.1350	1.0654
0.0447	86.1667	1034	1.1328	0.4921	1.1328	1.0643

Framework versions

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