ArabicNewSplits_FineTuningAraBERT_AugV5_k20_task1_organization_fold1

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: 1.6229
• Qwk: 0.4162
• Mse: 1.6229
• Rmse: 1.2739

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0217	2	3.0031	-0.0852	3.0031	1.7329
No log	0.0435	4	1.8300	0.0710	1.8300	1.3528
No log	0.0652	6	1.3226	0.0539	1.3226	1.1500
No log	0.0870	8	0.9959	0.2701	0.9959	0.9979
No log	0.1087	10	1.1807	0.3860	1.1807	1.0866
No log	0.1304	12	1.6065	0.2210	1.6065	1.2675
No log	0.1522	14	1.6186	0.2210	1.6186	1.2722
No log	0.1739	16	1.5064	0.2093	1.5064	1.2273
No log	0.1957	18	1.3229	0.2171	1.3229	1.1502
No log	0.2174	20	1.1278	0.1544	1.1278	1.0620
No log	0.2391	22	1.0335	0.1319	1.0335	1.0166
No log	0.2609	24	1.0318	0.2022	1.0318	1.0158
No log	0.2826	26	0.9934	0.2846	0.9934	0.9967
No log	0.3043	28	0.9603	0.2970	0.9603	0.9800
No log	0.3261	30	0.9586	0.2498	0.9586	0.9791
No log	0.3478	32	1.0241	0.2198	1.0241	1.0120
No log	0.3696	34	1.0993	0.2467	1.0993	1.0485
No log	0.3913	36	1.1911	0.2150	1.1911	1.0914
No log	0.4130	38	1.0658	0.2784	1.0658	1.0324
No log	0.4348	40	0.9014	0.3602	0.9014	0.9494
No log	0.4565	42	0.8210	0.3886	0.8210	0.9061
No log	0.4783	44	0.7955	0.4514	0.7955	0.8919
No log	0.5	46	0.8006	0.4318	0.8006	0.8948
No log	0.5217	48	0.8456	0.3886	0.8456	0.9195
No log	0.5435	50	0.9940	0.3735	0.9940	0.9970
No log	0.5652	52	1.0106	0.3735	1.0106	1.0053
No log	0.5870	54	0.9403	0.3840	0.9403	0.9697
No log	0.6087	56	0.9084	0.3977	0.9084	0.9531
No log	0.6304	58	0.8661	0.3190	0.8661	0.9306
No log	0.6522	60	0.9677	0.3606	0.9677	0.9837
No log	0.6739	62	1.0909	0.3324	1.0909	1.0445
No log	0.6957	64	1.0028	0.3255	1.0028	1.0014
No log	0.7174	66	0.8461	0.3236	0.8461	0.9198
No log	0.7391	68	0.8283	0.3710	0.8283	0.9101
No log	0.7609	70	0.9487	0.3061	0.9487	0.9740
No log	0.7826	72	1.0814	0.3198	1.0814	1.0399
No log	0.8043	74	1.2231	0.2220	1.2231	1.1059
No log	0.8261	76	1.2279	0.2220	1.2279	1.1081
No log	0.8478	78	1.1482	0.2597	1.1482	1.0715
No log	0.8696	80	1.0060	0.2708	1.0060	1.0030
No log	0.8913	82	0.8337	0.3814	0.8337	0.9131
No log	0.9130	84	0.7891	0.3881	0.7891	0.8883
No log	0.9348	86	0.8419	0.3425	0.8419	0.9176
No log	0.9565	88	0.8872	0.3665	0.8872	0.9419
No log	0.9783	90	0.8773	0.3085	0.8773	0.9366
No log	1.0	92	0.8561	0.3160	0.8561	0.9253
No log	1.0217	94	0.8678	0.3137	0.8678	0.9316
No log	1.0435	96	0.8545	0.3054	0.8545	0.9244
No log	1.0652	98	0.8779	0.3426	0.8779	0.9370
No log	1.0870	100	0.9233	0.3547	0.9233	0.9609
No log	1.1087	102	0.9285	0.3409	0.9285	0.9636
No log	1.1304	104	0.8096	0.4261	0.8096	0.8998
No log	1.1522	106	0.8084	0.4493	0.8084	0.8991
No log	1.1739	108	0.9707	0.4676	0.9707	0.9853
No log	1.1957	110	1.0416	0.4942	1.0416	1.0206
No log	1.2174	112	0.9184	0.4747	0.9184	0.9583
No log	1.2391	114	0.8046	0.5186	0.8046	0.8970
No log	1.2609	116	0.7475	0.5256	0.7475	0.8646
No log	1.2826	118	0.7782	0.5026	0.7782	0.8822
No log	1.3043	120	0.8383	0.5212	0.8383	0.9156
No log	1.3261	122	0.7828	0.5173	0.7828	0.8848
No log	1.3478	124	0.8435	0.4949	0.8435	0.9184
No log	1.3696	126	0.9126	0.4965	0.9126	0.9553
No log	1.3913	128	0.8113	0.5046	0.8113	0.9007
No log	1.4130	130	0.8022	0.5322	0.8022	0.8956
No log	1.4348	132	0.8378	0.5132	0.8378	0.9153
No log	1.4565	134	0.9289	0.4503	0.9289	0.9638
No log	1.4783	136	0.8677	0.4442	0.8677	0.9315
No log	1.5	138	0.9095	0.4168	0.9095	0.9537
No log	1.5217	140	1.0386	0.3977	1.0386	1.0191
No log	1.5435	142	1.0056	0.4484	1.0056	1.0028
No log	1.5652	144	0.9866	0.4305	0.9866	0.9933
No log	1.5870	146	0.9372	0.4357	0.9372	0.9681
No log	1.6087	148	0.9459	0.4372	0.9459	0.9726
No log	1.6304	150	1.0612	0.3845	1.0612	1.0302
No log	1.6522	152	1.3211	0.4361	1.3211	1.1494
No log	1.6739	154	1.3388	0.3958	1.3388	1.1570
No log	1.6957	156	1.2315	0.4091	1.2315	1.1097
No log	1.7174	158	1.3405	0.3836	1.3405	1.1578
No log	1.7391	160	1.7221	0.3346	1.7221	1.3123
No log	1.7609	162	1.8335	0.3023	1.8335	1.3541
No log	1.7826	164	1.5449	0.3485	1.5449	1.2429
No log	1.8043	166	1.1294	0.4291	1.1294	1.0627
No log	1.8261	168	0.9931	0.4642	0.9931	0.9965
No log	1.8478	170	0.9382	0.4361	0.9382	0.9686
No log	1.8696	172	1.1035	0.4348	1.1035	1.0505
No log	1.8913	174	1.2780	0.3863	1.2780	1.1305
No log	1.9130	176	1.3756	0.3485	1.3756	1.1729
No log	1.9348	178	1.1938	0.4665	1.1938	1.0926
No log	1.9565	180	0.8777	0.4945	0.8777	0.9368
No log	1.9783	182	0.7584	0.4083	0.7584	0.8709
No log	2.0	184	0.7454	0.4890	0.7454	0.8633
No log	2.0217	186	0.7600	0.3987	0.7600	0.8718
No log	2.0435	188	0.8720	0.5389	0.8720	0.9338
No log	2.0652	190	0.9986	0.4830	0.9986	0.9993
No log	2.0870	192	0.9094	0.5121	0.9094	0.9536
No log	2.1087	194	0.8574	0.4230	0.8574	0.9260
No log	2.1304	196	0.8668	0.4206	0.8668	0.9310
No log	2.1522	198	0.9037	0.4521	0.9037	0.9507
No log	2.1739	200	1.1747	0.4145	1.1747	1.0838
No log	2.1957	202	1.3444	0.4183	1.3444	1.1595
No log	2.2174	204	1.2539	0.4183	1.2539	1.1198
No log	2.2391	206	1.2178	0.4312	1.2178	1.1035
No log	2.2609	208	1.2772	0.4183	1.2772	1.1302
No log	2.2826	210	1.3125	0.4183	1.3125	1.1456
No log	2.3043	212	1.5460	0.3863	1.5460	1.2434
No log	2.3261	214	1.7997	0.3335	1.7997	1.3415
No log	2.3478	216	2.1018	0.2551	2.1018	1.4498
No log	2.3696	218	1.9961	0.1968	1.9961	1.4128
No log	2.3913	220	1.9041	0.1801	1.9041	1.3799
No log	2.4130	222	1.6279	0.2187	1.6279	1.2759
No log	2.4348	224	1.4199	0.2459	1.4199	1.1916
No log	2.4565	226	1.3032	0.3237	1.3032	1.1416
No log	2.4783	228	1.3281	0.3712	1.3281	1.1524
No log	2.5	230	1.3267	0.3768	1.3267	1.1518
No log	2.5217	232	1.2832	0.3768	1.2832	1.1328
No log	2.5435	234	1.3581	0.3569	1.3581	1.1654
No log	2.5652	236	1.3701	0.3971	1.3701	1.1705
No log	2.5870	238	1.3627	0.4183	1.3627	1.1674
No log	2.6087	240	1.3588	0.4275	1.3588	1.1657
No log	2.6304	242	1.2901	0.4048	1.2901	1.1358
No log	2.6522	244	1.1235	0.3955	1.1235	1.0599
No log	2.6739	246	1.0318	0.3939	1.0318	1.0158
No log	2.6957	248	0.9174	0.3252	0.9174	0.9578
No log	2.7174	250	0.8594	0.3545	0.8594	0.9270
No log	2.7391	252	0.8568	0.3447	0.8568	0.9256
No log	2.7609	254	0.9187	0.3988	0.9187	0.9585
No log	2.7826	256	1.1128	0.3624	1.1128	1.0549
No log	2.8043	258	1.3753	0.4353	1.3753	1.1727
No log	2.8261	260	1.4871	0.4398	1.4871	1.2195
No log	2.8478	262	1.2881	0.4472	1.2881	1.1350
No log	2.8696	264	1.0019	0.4741	1.0019	1.0010
No log	2.8913	266	0.8791	0.4786	0.8791	0.9376
No log	2.9130	268	0.9092	0.4626	0.9092	0.9535
No log	2.9348	270	1.0498	0.4208	1.0498	1.0246
No log	2.9565	272	1.2258	0.4098	1.2258	1.1072
No log	2.9783	274	1.3464	0.4291	1.3464	1.1603
No log	3.0	276	1.3635	0.4344	1.3635	1.1677
No log	3.0217	278	1.2052	0.4125	1.2052	1.0978
No log	3.0435	280	1.1473	0.3950	1.1473	1.0711
No log	3.0652	282	1.1186	0.3903	1.1186	1.0577
No log	3.0870	284	1.0051	0.3758	1.0051	1.0025
No log	3.1087	286	0.9712	0.3273	0.9712	0.9855
No log	3.1304	288	0.9712	0.3521	0.9712	0.9855
No log	3.1522	290	0.9878	0.3758	0.9878	0.9939
No log	3.1739	292	1.1210	0.4131	1.1210	1.0588
No log	3.1957	294	1.2016	0.3955	1.2016	1.0962
No log	3.2174	296	1.2840	0.4183	1.2840	1.1331
No log	3.2391	298	1.2423	0.4054	1.2423	1.1146
No log	3.2609	300	1.1304	0.3966	1.1304	1.0632
No log	3.2826	302	1.0490	0.3752	1.0490	1.0242
No log	3.3043	304	1.0619	0.3382	1.0619	1.0305
No log	3.3261	306	1.1300	0.2845	1.1300	1.0630
No log	3.3478	308	1.1614	0.3566	1.1614	1.0777
No log	3.3696	310	1.1143	0.3668	1.1143	1.0556
No log	3.3913	312	1.0758	0.3518	1.0757	1.0372
No log	3.4130	314	1.1087	0.3518	1.1087	1.0529
No log	3.4348	316	1.1825	0.3849	1.1825	1.0874
No log	3.4565	318	1.3097	0.3817	1.3097	1.1444
No log	3.4783	320	1.4469	0.3574	1.4469	1.2029
No log	3.5	322	1.5368	0.3941	1.5368	1.2397
No log	3.5217	324	1.5673	0.3962	1.5673	1.2519
No log	3.5435	326	1.5137	0.4218	1.5137	1.2303
No log	3.5652	328	1.5270	0.3841	1.5270	1.2357
No log	3.5870	330	1.6070	0.3752	1.6070	1.2677
No log	3.6087	332	1.6622	0.3937	1.6622	1.2893
No log	3.6304	334	1.5683	0.4248	1.5683	1.2523
No log	3.6522	336	1.4029	0.4486	1.4029	1.1844
No log	3.6739	338	1.3030	0.4291	1.3030	1.1415
No log	3.6957	340	1.1610	0.4236	1.1610	1.0775
No log	3.7174	342	1.1427	0.4396	1.1427	1.0690
No log	3.7391	344	1.2904	0.4222	1.2904	1.1360
No log	3.7609	346	1.4891	0.4448	1.4891	1.2203
No log	3.7826	348	1.5984	0.4260	1.5984	1.2643
No log	3.8043	350	1.4765	0.4461	1.4765	1.2151
No log	3.8261	352	1.3017	0.4308	1.3017	1.1409
No log	3.8478	354	1.2485	0.4443	1.2485	1.1173
No log	3.8696	356	1.2949	0.4090	1.2949	1.1380
No log	3.8913	358	1.4041	0.4420	1.4041	1.1849
No log	3.9130	360	1.4110	0.4552	1.4110	1.1879
No log	3.9348	362	1.5302	0.4475	1.5302	1.2370
No log	3.9565	364	1.5259	0.4475	1.5259	1.2353
No log	3.9783	366	1.4486	0.4461	1.4486	1.2036
No log	4.0	368	1.3151	0.4110	1.3151	1.1468
No log	4.0217	370	1.3374	0.3985	1.3374	1.1565
No log	4.0435	372	1.3153	0.3863	1.3153	1.1468
No log	4.0652	374	1.1992	0.3869	1.1992	1.0951
No log	4.0870	376	1.1069	0.4304	1.1069	1.0521
No log	4.1087	378	1.0534	0.4362	1.0534	1.0264
No log	4.1304	380	1.1548	0.4042	1.1548	1.0746
No log	4.1522	382	1.2172	0.3845	1.2172	1.1033
No log	4.1739	384	1.2840	0.3816	1.2840	1.1331
No log	4.1957	386	1.2353	0.3739	1.2353	1.1115
No log	4.2174	388	1.1056	0.3891	1.1056	1.0515
No log	4.2391	390	1.0590	0.4030	1.0590	1.0291
No log	4.2609	392	1.0805	0.3789	1.0805	1.0395
No log	4.2826	394	1.0649	0.4030	1.0649	1.0319
No log	4.3043	396	1.0618	0.4047	1.0618	1.0304
No log	4.3261	398	1.1676	0.4264	1.1676	1.0806
No log	4.3478	400	1.3434	0.4051	1.3434	1.1590
No log	4.3696	402	1.4016	0.4307	1.4016	1.1839
No log	4.3913	404	1.4402	0.4374	1.4402	1.2001
No log	4.4130	406	1.3948	0.4374	1.3948	1.1810
No log	4.4348	408	1.3645	0.4512	1.3645	1.1681
No log	4.4565	410	1.3933	0.4512	1.3933	1.1804
No log	4.4783	412	1.3101	0.4499	1.3101	1.1446
No log	4.5	414	1.2892	0.4458	1.2892	1.1354
No log	4.5217	416	1.4164	0.4307	1.4164	1.1901
No log	4.5435	418	1.5442	0.4367	1.5442	1.2427
No log	4.5652	420	1.5393	0.4338	1.5393	1.2407
No log	4.5870	422	1.3911	0.4307	1.3911	1.1795
No log	4.6087	424	1.3047	0.4325	1.3047	1.1422
No log	4.6304	426	1.4081	0.4486	1.4081	1.1866
No log	4.6522	428	1.6568	0.4218	1.6568	1.2872
No log	4.6739	430	1.8175	0.3737	1.8175	1.3481
No log	4.6957	432	1.7961	0.3784	1.7961	1.3402
No log	4.7174	434	1.7340	0.4321	1.7340	1.3168
No log	4.7391	436	1.6454	0.4338	1.6454	1.2827
No log	4.7609	438	1.4760	0.4512	1.4760	1.2149
No log	4.7826	440	1.3824	0.4458	1.3824	1.1757
No log	4.8043	442	1.4100	0.4620	1.4100	1.1874
No log	4.8261	444	1.5166	0.4448	1.5166	1.2315
No log	4.8478	446	1.6441	0.4131	1.6441	1.2822
No log	4.8696	448	1.6775	0.4131	1.6775	1.2952
No log	4.8913	450	1.6013	0.4335	1.6013	1.2654
No log	4.9130	452	1.4470	0.4420	1.4470	1.2029
No log	4.9348	454	1.3643	0.4405	1.3643	1.1680
No log	4.9565	456	1.3705	0.4631	1.3705	1.1707
No log	4.9783	458	1.4785	0.4600	1.4785	1.2159
No log	5.0	460	1.6632	0.4410	1.6632	1.2897
No log	5.0217	462	1.8330	0.3763	1.8330	1.3539
No log	5.0435	464	1.8731	0.3098	1.8731	1.3686
No log	5.0652	466	1.7769	0.4079	1.7769	1.3330
No log	5.0870	468	1.6485	0.4441	1.6485	1.2839
No log	5.1087	470	1.5116	0.4420	1.5116	1.2295
No log	5.1304	472	1.5467	0.4323	1.5467	1.2437
No log	5.1522	474	1.4823	0.4275	1.4823	1.2175
No log	5.1739	476	1.4364	0.4405	1.4364	1.1985
No log	5.1957	478	1.4608	0.4405	1.4608	1.2087
No log	5.2174	480	1.3011	0.4255	1.3011	1.1407
No log	5.2391	482	1.2561	0.4379	1.2561	1.1207
No log	5.2609	484	1.3445	0.3894	1.3445	1.1595
No log	5.2826	486	1.3390	0.4163	1.3390	1.1571
No log	5.3043	488	1.2882	0.4142	1.2882	1.1350
No log	5.3261	490	1.2537	0.4121	1.2537	1.1197
No log	5.3478	492	1.1813	0.4362	1.1813	1.0869
No log	5.3696	494	1.1428	0.4362	1.1428	1.0690
No log	5.3913	496	1.1970	0.4216	1.1970	1.0941
No log	5.4130	498	1.2448	0.4216	1.2448	1.1157
0.3479	5.4348	500	1.1693	0.4216	1.1693	1.0814
0.3479	5.4565	502	1.0431	0.4306	1.0431	1.0213
0.3479	5.4783	504	1.0373	0.4107	1.0373	1.0185
0.3479	5.5	506	1.1274	0.4344	1.1274	1.0618
0.3479	5.5217	508	1.2300	0.4255	1.2300	1.1091
0.3479	5.5435	510	1.3583	0.4177	1.3583	1.1655
0.3479	5.5652	512	1.4429	0.4214	1.4429	1.2012
0.3479	5.5870	514	1.4156	0.4196	1.4156	1.1898
0.3479	5.6087	516	1.3104	0.3964	1.3104	1.1447
0.3479	5.6304	518	1.2535	0.3964	1.2535	1.1196
0.3479	5.6522	520	1.2934	0.3964	1.2934	1.1373
0.3479	5.6739	522	1.2718	0.4076	1.2718	1.1277
0.3479	5.6957	524	1.2864	0.3843	1.2864	1.1342
0.3479	5.7174	526	1.2673	0.3843	1.2673	1.1258
0.3479	5.7391	528	1.2364	0.3980	1.2364	1.1120
0.3479	5.7609	530	1.2721	0.3980	1.2721	1.1279
0.3479	5.7826	532	1.3167	0.3869	1.3167	1.1475
0.3479	5.8043	534	1.4134	0.3791	1.4134	1.1888
0.3479	5.8261	536	1.5433	0.4006	1.5433	1.2423
0.3479	5.8478	538	1.5645	0.4010	1.5645	1.2508
0.3479	5.8696	540	1.5772	0.3977	1.5772	1.2559
0.3479	5.8913	542	1.5215	0.4190	1.5215	1.2335
0.3479	5.9130	544	1.5208	0.4356	1.5208	1.2332
0.3479	5.9348	546	1.4854	0.4341	1.4854	1.2188
0.3479	5.9565	548	1.4177	0.4438	1.4177	1.1907
0.3479	5.9783	550	1.4896	0.4476	1.4896	1.2205
0.3479	6.0	552	1.6571	0.3957	1.6571	1.2873
0.3479	6.0217	554	1.7017	0.4084	1.7017	1.3045
0.3479	6.0435	556	1.5714	0.4323	1.5714	1.2536
0.3479	6.0652	558	1.4678	0.4307	1.4678	1.2115
0.3479	6.0870	560	1.4542	0.4434	1.4542	1.2059
0.3479	6.1087	562	1.4187	0.4258	1.4187	1.1911
0.3479	6.1304	564	1.4207	0.4275	1.4207	1.1919
0.3479	6.1522	566	1.3985	0.4275	1.3985	1.1826
0.3479	6.1739	568	1.4258	0.4486	1.4258	1.1941
0.3479	6.1957	570	1.3927	0.4356	1.3927	1.1801
0.3479	6.2174	572	1.4296	0.4450	1.4296	1.1957
0.3479	6.2391	574	1.5107	0.4326	1.5107	1.2291
0.3479	6.2609	576	1.5737	0.4090	1.5737	1.2545
0.3479	6.2826	578	1.6414	0.4125	1.6414	1.2812
0.3479	6.3043	580	1.7372	0.4142	1.7372	1.3180
0.3479	6.3261	582	1.7393	0.3957	1.7393	1.3188
0.3479	6.3478	584	1.6624	0.3937	1.6624	1.2893
0.3479	6.3696	586	1.4856	0.4356	1.4856	1.2189
0.3479	6.3913	588	1.3608	0.4119	1.3608	1.1665
0.3479	6.4130	590	1.2657	0.4362	1.2657	1.1251
0.3479	6.4348	592	1.2638	0.4379	1.2638	1.1242
0.3479	6.4565	594	1.2859	0.4003	1.2859	1.1340
0.3479	6.4783	596	1.3514	0.4003	1.3514	1.1625
0.3479	6.5	598	1.4933	0.4167	1.4933	1.2220
0.3479	6.5217	600	1.5431	0.4202	1.5431	1.2422
0.3479	6.5435	602	1.5611	0.4202	1.5611	1.2494
0.3479	6.5652	604	1.5938	0.4202	1.5938	1.2625
0.3479	6.5870	606	1.5529	0.4184	1.5529	1.2461
0.3479	6.6087	608	1.5517	0.4184	1.5517	1.2457
0.3479	6.6304	610	1.5512	0.4184	1.5512	1.2455
0.3479	6.6522	612	1.5917	0.4162	1.5917	1.2616
0.3479	6.6739	614	1.6669	0.3937	1.6669	1.2911
0.3479	6.6957	616	1.7313	0.3486	1.7313	1.3158
0.3479	6.7174	618	1.7446	0.3468	1.7446	1.3208
0.3479	6.7391	620	1.7285	0.3715	1.7285	1.3147
0.3479	6.7609	622	1.7826	0.3468	1.7826	1.3352
0.3479	6.7826	624	1.7153	0.3937	1.7153	1.3097
0.3479	6.8043	626	1.6402	0.4065	1.6402	1.2807
0.3479	6.8261	628	1.5530	0.4167	1.5530	1.2462
0.3479	6.8478	630	1.5424	0.4167	1.5424	1.2419
0.3479	6.8696	632	1.4770	0.4258	1.4770	1.2153
0.3479	6.8913	634	1.3613	0.4003	1.3613	1.1667
0.3479	6.9130	636	1.3191	0.4236	1.3191	1.1485
0.3479	6.9348	638	1.3346	0.4236	1.3346	1.1552
0.3479	6.9565	640	1.4194	0.4443	1.4194	1.1914
0.3479	6.9783	642	1.5571	0.4372	1.5571	1.2478
0.3479	7.0	644	1.6977	0.3858	1.6977	1.3029
0.3479	7.0217	646	1.7759	0.3821	1.7759	1.3326
0.3479	7.0435	648	1.8624	0.3290	1.8624	1.3647
0.3479	7.0652	650	1.8091	0.3600	1.8091	1.3450
0.3479	7.0870	652	1.7665	0.3576	1.7665	1.3291
0.3479	7.1087	654	1.7692	0.3576	1.7692	1.3301
0.3479	7.1304	656	1.8454	0.3480	1.8454	1.3585
0.3479	7.1522	658	1.8794	0.3480	1.8794	1.3709
0.3479	7.1739	660	1.9234	0.3182	1.9234	1.3869
0.3479	7.1957	662	1.8307	0.3455	1.8307	1.3530
0.3479	7.2174	664	1.6970	0.4250	1.6970	1.3027
0.3479	7.2391	666	1.6466	0.4184	1.6466	1.2832
0.3479	7.2609	668	1.7095	0.4211	1.7095	1.3075
0.3479	7.2826	670	1.8654	0.3964	1.8654	1.3658
0.3479	7.3043	672	2.0856	0.2643	2.0856	1.4442
0.3479	7.3261	674	2.1508	0.2875	2.1508	1.4665
0.3479	7.3478	676	2.0547	0.2928	2.0547	1.4334
0.3479	7.3696	678	1.8599	0.3734	1.8599	1.3638
0.3479	7.3913	680	1.6944	0.4324	1.6944	1.3017
0.3479	7.4130	682	1.5108	0.4386	1.5108	1.2291
0.3479	7.4348	684	1.4076	0.4512	1.4076	1.1864
0.3479	7.4565	686	1.3484	0.4642	1.3484	1.1612
0.3479	7.4783	688	1.3548	0.4631	1.3548	1.1640
0.3479	7.5	690	1.3923	0.4642	1.3923	1.1800
0.3479	7.5217	692	1.4567	0.4307	1.4567	1.2070
0.3479	7.5435	694	1.5564	0.3941	1.5564	1.2475
0.3479	7.5652	696	1.6442	0.3982	1.6442	1.2823
0.3479	7.5870	698	1.7569	0.3737	1.7569	1.3255
0.3479	7.6087	700	1.8437	0.2882	1.8437	1.3578
0.3479	7.6304	702	1.8364	0.3438	1.8364	1.3551
0.3479	7.6522	704	1.8317	0.3657	1.8317	1.3534
0.3479	7.6739	706	1.7661	0.3635	1.7661	1.3289
0.3479	7.6957	708	1.7457	0.3814	1.7457	1.3213
0.3479	7.7174	710	1.6952	0.4101	1.6952	1.3020
0.3479	7.7391	712	1.6726	0.4066	1.6726	1.2933
0.3479	7.7609	714	1.6612	0.4048	1.6612	1.2889
0.3479	7.7826	716	1.6123	0.4048	1.6123	1.2698
0.3479	7.8043	718	1.5708	0.4084	1.5708	1.2533
0.3479	7.8261	720	1.5696	0.4084	1.5696	1.2528
0.3479	7.8478	722	1.5528	0.4448	1.5528	1.2461
0.3479	7.8696	724	1.5539	0.4448	1.5539	1.2465
0.3479	7.8913	726	1.5476	0.4448	1.5476	1.2440
0.3479	7.9130	728	1.5888	0.4260	1.5888	1.2605
0.3479	7.9348	730	1.6629	0.4059	1.6629	1.2895
0.3479	7.9565	732	1.7127	0.4096	1.7127	1.3087
0.3479	7.9783	734	1.7278	0.3849	1.7278	1.3145
0.3479	8.0	736	1.7177	0.3849	1.7177	1.3106
0.3479	8.0217	738	1.7102	0.3849	1.7102	1.3077
0.3479	8.0435	740	1.6556	0.4202	1.6556	1.2867
0.3479	8.0652	742	1.6198	0.4202	1.6198	1.2727
0.3479	8.0870	744	1.6716	0.4066	1.6716	1.2929
0.3479	8.1087	746	1.7309	0.3976	1.7309	1.3156
0.3479	8.1304	748	1.7142	0.4066	1.7142	1.3093
0.3479	8.1522	750	1.6984	0.4066	1.6984	1.3032
0.3479	8.1739	752	1.6203	0.4048	1.6203	1.2729
0.3479	8.1957	754	1.5652	0.4400	1.5652	1.2511
0.3479	8.2174	756	1.5651	0.4323	1.5651	1.2510
0.3479	8.2391	758	1.6055	0.4202	1.6055	1.2671
0.3479	8.2609	760	1.6422	0.4003	1.6422	1.2815
0.3479	8.2826	762	1.6146	0.4003	1.6146	1.2707
0.3479	8.3043	764	1.5633	0.4448	1.5633	1.2503
0.3479	8.3261	766	1.5041	0.4434	1.5041	1.2264
0.3479	8.3478	768	1.4504	0.4434	1.4504	1.2043
0.3479	8.3696	770	1.3713	0.4420	1.3713	1.1710
0.3479	8.3913	772	1.3119	0.4608	1.3119	1.1454
0.3479	8.4130	774	1.2931	0.4458	1.2931	1.1371
0.3479	8.4348	776	1.2658	0.4098	1.2658	1.1251
0.3479	8.4565	778	1.2608	0.4098	1.2608	1.1228
0.3479	8.4783	780	1.2712	0.4273	1.2712	1.1275
0.3479	8.5	782	1.3145	0.4258	1.3145	1.1465
0.3479	8.5217	784	1.3742	0.4291	1.3742	1.1723
0.3479	8.5435	786	1.4246	0.4307	1.4246	1.1936
0.3479	8.5652	788	1.4938	0.4184	1.4938	1.2222
0.3479	8.5870	790	1.5249	0.4184	1.5249	1.2349
0.3479	8.6087	792	1.5664	0.4202	1.5664	1.2516
0.3479	8.6304	794	1.5935	0.4202	1.5935	1.2624
0.3479	8.6522	796	1.5792	0.4202	1.5792	1.2566
0.3479	8.6739	798	1.5479	0.4202	1.5479	1.2442
0.3479	8.6957	800	1.5175	0.4184	1.5175	1.2319
0.3479	8.7174	802	1.5035	0.4184	1.5035	1.2262
0.3479	8.7391	804	1.4750	0.4184	1.4750	1.2145
0.3479	8.7609	806	1.4391	0.4184	1.4391	1.1996
0.3479	8.7826	808	1.4328	0.4184	1.4328	1.1970
0.3479	8.8043	810	1.4666	0.4184	1.4666	1.2110
0.3479	8.8261	812	1.5121	0.4202	1.5121	1.2297
0.3479	8.8478	814	1.5762	0.4162	1.5762	1.2555
0.3479	8.8696	816	1.6277	0.4048	1.6277	1.2758
0.3479	8.8913	818	1.6469	0.4195	1.6469	1.2833
0.3479	8.9130	820	1.6433	0.4195	1.6433	1.2819
0.3479	8.9348	822	1.6160	0.4048	1.6160	1.2712
0.3479	8.9565	824	1.5541	0.4202	1.5541	1.2466
0.3479	8.9783	826	1.4915	0.4307	1.4915	1.2213
0.3479	9.0	828	1.4351	0.4307	1.4351	1.1980
0.3479	9.0217	830	1.4039	0.4307	1.4039	1.1849
0.3479	9.0435	832	1.4110	0.4307	1.4110	1.1878
0.3479	9.0652	834	1.4231	0.4434	1.4231	1.1929
0.3479	9.0870	836	1.4239	0.4434	1.4239	1.1933
0.3479	9.1087	838	1.4193	0.4434	1.4193	1.1913
0.3479	9.1304	840	1.4281	0.4434	1.4281	1.1950
0.3479	9.1522	842	1.4297	0.4434	1.4297	1.1957
0.3479	9.1739	844	1.4454	0.4434	1.4454	1.2022
0.3479	9.1957	846	1.4408	0.4434	1.4408	1.2003
0.3479	9.2174	848	1.4241	0.4434	1.4241	1.1933
0.3479	9.2391	850	1.4094	0.4434	1.4094	1.1872
0.3479	9.2609	852	1.3822	0.4420	1.3822	1.1757
0.3479	9.2826	854	1.3637	0.4420	1.3637	1.1678
0.3479	9.3043	856	1.3626	0.4420	1.3626	1.1673
0.3479	9.3261	858	1.3853	0.4434	1.3853	1.1770
0.3479	9.3478	860	1.4198	0.4434	1.4198	1.1916
0.3479	9.3696	862	1.4679	0.4434	1.4679	1.2116
0.3479	9.3913	864	1.5234	0.4202	1.5234	1.2343
0.3479	9.4130	866	1.5737	0.4202	1.5737	1.2545
0.3479	9.4348	868	1.6113	0.4048	1.6113	1.2694
0.3479	9.4565	870	1.6289	0.4195	1.6289	1.2763
0.3479	9.4783	872	1.6395	0.4195	1.6395	1.2804
0.3479	9.5	874	1.6369	0.4195	1.6369	1.2794
0.3479	9.5217	876	1.6233	0.4048	1.6233	1.2741
0.3479	9.5435	878	1.6162	0.4162	1.6162	1.2713
0.3479	9.5652	880	1.5991	0.4162	1.5991	1.2645
0.3479	9.5870	882	1.5789	0.4162	1.5789	1.2566
0.3479	9.6087	884	1.5641	0.4202	1.5641	1.2506
0.3479	9.6304	886	1.5585	0.4202	1.5585	1.2484
0.3479	9.6522	888	1.5614	0.4202	1.5614	1.2496
0.3479	9.6739	890	1.5680	0.4162	1.5680	1.2522
0.3479	9.6957	892	1.5729	0.4162	1.5729	1.2542
0.3479	9.7174	894	1.5763	0.4162	1.5763	1.2555
0.3479	9.7391	896	1.5736	0.4280	1.5736	1.2544
0.3479	9.7609	898	1.5756	0.4280	1.5756	1.2552
0.3479	9.7826	900	1.5808	0.4280	1.5808	1.2573
0.3479	9.8043	902	1.5872	0.4162	1.5872	1.2598
0.3479	9.8261	904	1.5950	0.4162	1.5950	1.2629
0.3479	9.8478	906	1.6006	0.4162	1.6006	1.2652
0.3479	9.8696	908	1.6076	0.4162	1.6076	1.2679
0.3479	9.8913	910	1.6133	0.4162	1.6133	1.2702
0.3479	9.9130	912	1.6172	0.4162	1.6172	1.2717
0.3479	9.9348	914	1.6210	0.4162	1.6210	1.2732
0.3479	9.9565	916	1.6222	0.4162	1.6222	1.2737
0.3479	9.9783	918	1.6227	0.4162	1.6227	1.2739
0.3479	10.0	920	1.6229	0.4162	1.6229	1.2739

Framework versions

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