Arabic_FineTuningAraBERT_AugV0_k25_task2_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: 0.4983
• Qwk: 0.2222
• Mse: 0.4983
• Rmse: 0.7059

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	0.0171	2	6.2082	0.0238	6.2082	2.4916
No log	0.0342	4	3.3710	0.0	3.3710	1.8360
No log	0.0513	6	1.6135	0.1379	1.6135	1.2702
No log	0.0684	8	0.7627	0.0625	0.7627	0.8733
No log	0.0855	10	0.5832	0.0870	0.5832	0.7637
No log	0.1026	12	0.5320	0.125	0.5320	0.7294
No log	0.1197	14	0.5748	0.3158	0.5748	0.7581
No log	0.1368	16	0.6068	0.3390	0.6068	0.7790
No log	0.1538	18	0.6942	0.1231	0.6942	0.8332
No log	0.1709	20	0.5481	0.1818	0.5481	0.7403
No log	0.1880	22	0.5647	0.0	0.5647	0.7515
No log	0.2051	24	0.5723	0.0	0.5723	0.7565
No log	0.2222	26	0.5637	0.1702	0.5637	0.7508
No log	0.2393	28	0.5962	0.0870	0.5962	0.7721
No log	0.2564	30	0.6090	0.0870	0.6090	0.7804
No log	0.2735	32	0.6314	0.0	0.6314	0.7946
No log	0.2906	34	0.6095	0.0870	0.6095	0.7807
No log	0.3077	36	0.6255	0.0870	0.6255	0.7909
No log	0.3248	38	0.5998	0.125	0.5998	0.7745
No log	0.3419	40	0.6401	0.0870	0.6401	0.8001
No log	0.3590	42	0.6863	0.0	0.6863	0.8284
No log	0.3761	44	0.5911	0.0	0.5911	0.7688
No log	0.3932	46	0.5253	0.2800	0.5253	0.7248
No log	0.4103	48	0.5570	0.2105	0.5570	0.7463
No log	0.4274	50	0.5155	0.1818	0.5155	0.7180
No log	0.4444	52	0.5137	0.1702	0.5137	0.7167
No log	0.4615	54	0.5458	0.0870	0.5458	0.7388
No log	0.4786	56	0.4609	0.2642	0.4609	0.6789
No log	0.4957	58	0.5251	0.3607	0.5251	0.7246
No log	0.5128	60	0.5355	0.3607	0.5355	0.7318
No log	0.5299	62	0.4626	0.2373	0.4626	0.6802
No log	0.5470	64	0.5866	0.1702	0.5866	0.7659
No log	0.5641	66	0.8405	0.0400	0.8405	0.9168
No log	0.5812	68	0.9076	0.0727	0.9076	0.9527
No log	0.5983	70	0.7508	0.0	0.7508	0.8665
No log	0.6154	72	0.5574	0.1702	0.5574	0.7466
No log	0.6325	74	0.4989	0.3158	0.4989	0.7063
No log	0.6496	76	0.5893	0.3607	0.5893	0.7677
No log	0.6667	78	0.6050	0.2258	0.6050	0.7778
No log	0.6838	80	0.6042	0.3000	0.6042	0.7773
No log	0.7009	82	0.5657	0.1818	0.5657	0.7522
No log	0.7179	84	0.5329	0.1702	0.5329	0.7300
No log	0.7350	86	0.5101	0.25	0.5101	0.7142
No log	0.7521	88	0.4962	0.2642	0.4962	0.7044
No log	0.7692	90	0.4955	0.2642	0.4955	0.7039
No log	0.7863	92	0.5549	0.1702	0.5549	0.7449
No log	0.8034	94	0.6394	0.1176	0.6394	0.7996
No log	0.8205	96	0.5761	0.0870	0.5761	0.7590
No log	0.8376	98	0.5342	0.3774	0.5342	0.7309
No log	0.8547	100	0.5682	0.3158	0.5682	0.7538
No log	0.8718	102	0.5499	0.25	0.5499	0.7416
No log	0.8889	104	0.5971	0.0	0.5971	0.7727
No log	0.9060	106	0.6666	0.1818	0.6666	0.8165
No log	0.9231	108	0.6255	0.1818	0.6255	0.7909
No log	0.9402	110	0.5382	0.1600	0.5382	0.7336
No log	0.9573	112	0.4737	0.1818	0.4737	0.6882
No log	0.9744	114	0.4788	0.1053	0.4788	0.6919
No log	0.9915	116	0.4660	0.2222	0.4660	0.6827
No log	1.0085	118	0.5381	0.2500	0.5381	0.7335
No log	1.0256	120	0.7555	0.2154	0.7555	0.8692
No log	1.0427	122	0.7285	0.2154	0.7285	0.8535
No log	1.0598	124	0.5238	0.2623	0.5238	0.7238
No log	1.0769	126	0.4489	0.1429	0.4489	0.6700
No log	1.0940	128	0.4558	0.1724	0.4558	0.6751
No log	1.1111	130	0.4388	0.2642	0.4388	0.6624
No log	1.1282	132	0.4816	0.3077	0.4816	0.6940
No log	1.1453	134	0.5247	0.3226	0.5247	0.7243
No log	1.1624	136	0.4772	0.4923	0.4772	0.6908
No log	1.1795	138	0.4512	0.3636	0.4512	0.6717
No log	1.1966	140	0.4650	0.4348	0.4650	0.6819
No log	1.2137	142	0.4836	0.4706	0.4836	0.6954
No log	1.2308	144	0.5127	0.4507	0.5127	0.7161
No log	1.2479	146	0.4856	0.4706	0.4856	0.6969
No log	1.2650	148	0.4554	0.2759	0.4554	0.6749
No log	1.2821	150	0.4658	0.2373	0.4658	0.6825
No log	1.2991	152	0.4572	0.2759	0.4572	0.6762
No log	1.3162	154	0.4529	0.4	0.4529	0.6730
No log	1.3333	156	0.4726	0.2800	0.4726	0.6875
No log	1.3504	158	0.4596	0.2353	0.4596	0.6779
No log	1.3675	160	0.4489	0.2500	0.4489	0.6700
No log	1.3846	162	0.4622	0.2759	0.4622	0.6799
No log	1.4017	164	0.4886	0.2759	0.4886	0.6990
No log	1.4188	166	0.4777	0.2500	0.4777	0.6911
No log	1.4359	168	0.4892	0.2759	0.4892	0.6994
No log	1.4530	170	0.4788	0.2759	0.4788	0.6919
No log	1.4701	172	0.4583	0.2105	0.4583	0.6770
No log	1.4872	174	0.4468	0.3607	0.4468	0.6684
No log	1.5043	176	0.4447	0.2500	0.4447	0.6668
No log	1.5214	178	0.4353	0.2105	0.4353	0.6597
No log	1.5385	180	0.4478	0.3774	0.4478	0.6691
No log	1.5556	182	0.4576	0.2909	0.4576	0.6765
No log	1.5726	184	0.4775	0.2105	0.4775	0.6910
No log	1.5897	186	0.4998	0.2105	0.4998	0.7069
No log	1.6068	188	0.4887	0.2105	0.4887	0.6991
No log	1.6239	190	0.4656	0.2500	0.4656	0.6823
No log	1.6410	192	0.4648	0.3774	0.4648	0.6818
No log	1.6581	194	0.4661	0.1818	0.4661	0.6827
No log	1.6752	196	0.5110	0.2105	0.5110	0.7149
No log	1.6923	198	0.5478	0.4407	0.5478	0.7402
No log	1.7094	200	0.4917	0.2105	0.4917	0.7012
No log	1.7265	202	0.5091	0.4762	0.5091	0.7135
No log	1.7436	204	0.5961	0.3284	0.5961	0.7721
No log	1.7607	206	0.5813	0.1176	0.5813	0.7625
No log	1.7778	208	0.5009	0.1702	0.5009	0.7077
No log	1.7949	210	0.4805	0.3774	0.4805	0.6932
No log	1.8120	212	0.5108	0.3793	0.5108	0.7147
No log	1.8291	214	0.5162	0.4407	0.5162	0.7185
No log	1.8462	216	0.4735	0.2105	0.4735	0.6881
No log	1.8632	218	0.4626	0.4231	0.4626	0.6801
No log	1.8803	220	0.5212	0.4590	0.5212	0.7219
No log	1.8974	222	0.5387	0.4545	0.5387	0.7340
No log	1.9145	224	0.5198	0.4658	0.5198	0.7210
No log	1.9316	226	0.5068	0.3684	0.5068	0.7119
No log	1.9487	228	0.4951	0.3684	0.4951	0.7036
No log	1.9658	230	0.4863	0.2286	0.4863	0.6974
No log	1.9829	232	0.4747	0.2817	0.4747	0.6890
No log	2.0	234	0.4621	0.2258	0.4621	0.6798
No log	2.0171	236	0.4554	0.4000	0.4554	0.6749
No log	2.0342	238	0.4989	0.4	0.4989	0.7063
No log	2.0513	240	0.5127	0.4	0.5127	0.7160
No log	2.0684	242	0.4630	0.4	0.4630	0.6804
No log	2.0855	244	0.4268	0.4	0.4268	0.6533
No log	2.1026	246	0.4140	0.2222	0.4140	0.6435
No log	2.1197	248	0.4101	0.2759	0.4101	0.6404
No log	2.1368	250	0.4110	0.3158	0.4110	0.6411
No log	2.1538	252	0.4073	0.2759	0.4073	0.6382
No log	2.1709	254	0.4152	0.3158	0.4152	0.6444
No log	2.1880	256	0.4253	0.3077	0.4253	0.6522
No log	2.2051	258	0.4376	0.4000	0.4376	0.6615
No log	2.2222	260	0.4475	0.4	0.4475	0.6690
No log	2.2393	262	0.4508	0.4	0.4508	0.6714
No log	2.2564	264	0.4479	0.4590	0.4479	0.6693
No log	2.2735	266	0.4616	0.5	0.4616	0.6794
No log	2.2906	268	0.4515	0.5161	0.4515	0.6719
No log	2.3077	270	0.4710	0.4857	0.4710	0.6863
No log	2.3248	272	0.4533	0.4923	0.4533	0.6733
No log	2.3419	274	0.4358	0.3793	0.4358	0.6601
No log	2.3590	276	0.4338	0.3774	0.4338	0.6586
No log	2.3761	278	0.4588	0.3158	0.4588	0.6773
No log	2.3932	280	0.4634	0.4407	0.4634	0.6808
No log	2.4103	282	0.4350	0.5714	0.4350	0.6596
No log	2.4274	284	0.4129	0.4906	0.4129	0.6426
No log	2.4444	286	0.4056	0.4000	0.4056	0.6369
No log	2.4615	288	0.4306	0.1702	0.4306	0.6562
No log	2.4786	290	0.4753	0.1923	0.4753	0.6894
No log	2.4957	292	0.4552	0.4375	0.4552	0.6747
No log	2.5128	294	0.4009	0.4179	0.4009	0.6332
No log	2.5299	296	0.4095	0.4000	0.4095	0.6399
No log	2.5470	298	0.4066	0.3478	0.4066	0.6377
No log	2.5641	300	0.4008	0.3824	0.4008	0.6331
No log	2.5812	302	0.4572	0.4375	0.4572	0.6762
No log	2.5983	304	0.4688	0.3226	0.4688	0.6847
No log	2.6154	306	0.4060	0.5714	0.4060	0.6371
No log	2.6325	308	0.3946	0.2642	0.3946	0.6282
No log	2.6496	310	0.4292	0.4407	0.4292	0.6552
No log	2.6667	312	0.4310	0.4407	0.4310	0.6565
No log	2.6838	314	0.4162	0.3077	0.4162	0.6451
No log	2.7009	316	0.4766	0.5926	0.4766	0.6904
No log	2.7179	318	0.5341	0.5063	0.5341	0.7308
No log	2.7350	320	0.4937	0.5500	0.4937	0.7027
No log	2.7521	322	0.4400	0.5352	0.4400	0.6633
No log	2.7692	324	0.4138	0.3077	0.4138	0.6433
No log	2.7863	326	0.4476	0.4407	0.4476	0.6690
No log	2.8034	328	0.4736	0.4407	0.4736	0.6882
No log	2.8205	330	0.4640	0.4407	0.4640	0.6811
No log	2.8376	332	0.4359	0.5217	0.4359	0.6603
No log	2.8547	334	0.4385	0.5217	0.4385	0.6622
No log	2.8718	336	0.4348	0.4375	0.4348	0.6594
No log	2.8889	338	0.4299	0.4375	0.4299	0.6557
No log	2.9060	340	0.4126	0.3824	0.4126	0.6423
No log	2.9231	342	0.4083	0.5714	0.4083	0.6390
No log	2.9402	344	0.4133	0.5574	0.4133	0.6429
No log	2.9573	346	0.4097	0.3636	0.4097	0.6401
No log	2.9744	348	0.4188	0.4706	0.4188	0.6472
No log	2.9915	350	0.4286	0.4706	0.4286	0.6547
No log	3.0085	352	0.4288	0.3810	0.4288	0.6548
No log	3.0256	354	0.4325	0.3793	0.4325	0.6576
No log	3.0427	356	0.4150	0.3810	0.4150	0.6442
No log	3.0598	358	0.4088	0.4211	0.4088	0.6394
No log	3.0769	360	0.4074	0.4	0.4074	0.6383
No log	3.0940	362	0.4214	0.3793	0.4214	0.6492
No log	3.1111	364	0.4598	0.3793	0.4598	0.6781
No log	3.1282	366	0.4591	0.3793	0.4591	0.6775
No log	3.1453	368	0.4226	0.3793	0.4226	0.6501
No log	3.1624	370	0.4195	0.3793	0.4195	0.6477
No log	3.1795	372	0.4167	0.3810	0.4167	0.6455
No log	3.1966	374	0.4154	0.2258	0.4154	0.6445
No log	3.2137	376	0.4194	0.2623	0.4194	0.6476
No log	3.2308	378	0.4252	0.2623	0.4252	0.6521
No log	3.2479	380	0.4301	0.2623	0.4301	0.6558
No log	3.2650	382	0.4378	0.2759	0.4378	0.6616
No log	3.2821	384	0.4351	0.3158	0.4351	0.6596
No log	3.2991	386	0.4532	0.3158	0.4532	0.6732
No log	3.3162	388	0.5103	0.2373	0.5103	0.7143
No log	3.3333	390	0.5526	0.4	0.5526	0.7433
No log	3.3504	392	0.5081	0.3478	0.5081	0.7128
No log	3.3675	394	0.4626	0.5217	0.4626	0.6801
No log	3.3846	396	0.5050	0.4507	0.5050	0.7106
No log	3.4017	398	0.5186	0.4348	0.5186	0.7202
No log	3.4188	400	0.4713	0.4375	0.4713	0.6865
No log	3.4359	402	0.4113	0.4545	0.4113	0.6413
No log	3.4530	404	0.4253	0.4211	0.4253	0.6522
No log	3.4701	406	0.4467	0.4407	0.4467	0.6684
No log	3.4872	408	0.4311	0.4407	0.4311	0.6565
No log	3.5043	410	0.4032	0.4444	0.4032	0.6350
No log	3.5214	412	0.4205	0.4545	0.4205	0.6484
No log	3.5385	414	0.4822	0.3810	0.4822	0.6944
No log	3.5556	416	0.5142	0.3824	0.5142	0.7171
No log	3.5726	418	0.4722	0.3824	0.4722	0.6872
No log	3.5897	420	0.4172	0.5075	0.4172	0.6459
No log	3.6068	422	0.4064	0.4706	0.4064	0.6375
No log	3.6239	424	0.4035	0.4706	0.4035	0.6352
No log	3.6410	426	0.4071	0.5075	0.4071	0.6380
No log	3.6581	428	0.4280	0.5455	0.4280	0.6542
No log	3.6752	430	0.4372	0.5455	0.4372	0.6612
No log	3.6923	432	0.4281	0.5075	0.4281	0.6543
No log	3.7094	434	0.4293	0.1818	0.4293	0.6552
No log	3.7265	436	0.4603	0.4407	0.4603	0.6785
No log	3.7436	438	0.4748	0.4	0.4748	0.6891
No log	3.7607	440	0.4452	0.4407	0.4452	0.6672
No log	3.7778	442	0.4288	0.2105	0.4288	0.6548
No log	3.7949	444	0.4257	0.1429	0.4257	0.6524
No log	3.8120	446	0.4275	0.3774	0.4275	0.6539
No log	3.8291	448	0.4248	0.3774	0.4248	0.6517
No log	3.8462	450	0.4246	0.3774	0.4246	0.6516
No log	3.8632	452	0.4255	0.3774	0.4255	0.6523
No log	3.8803	454	0.4376	0.5161	0.4376	0.6615
No log	3.8974	456	0.4366	0.5161	0.4366	0.6608
No log	3.9145	458	0.4180	0.4231	0.4180	0.6465
No log	3.9316	460	0.4039	0.4	0.4039	0.6356
No log	3.9487	462	0.4252	0.3158	0.4252	0.6521
No log	3.9658	464	0.4171	0.3571	0.4171	0.6458
No log	3.9829	466	0.3864	0.5556	0.3864	0.6216
No log	4.0	468	0.3961	0.4000	0.3961	0.6293
No log	4.0171	470	0.3968	0.4000	0.3968	0.6299
No log	4.0342	472	0.4008	0.4000	0.4008	0.6331
No log	4.0513	474	0.3930	0.6038	0.3930	0.6269
No log	4.0684	476	0.4125	0.3571	0.4125	0.6423
No log	4.0855	478	0.4197	0.3571	0.4197	0.6478
No log	4.1026	480	0.4229	0.3571	0.4229	0.6503
No log	4.1197	482	0.4115	0.3571	0.4115	0.6415
No log	4.1368	484	0.4259	0.3571	0.4259	0.6526
No log	4.1538	486	0.4384	0.3571	0.4384	0.6621
No log	4.1709	488	0.4979	0.4211	0.4979	0.7056
No log	4.1880	490	0.5966	0.3636	0.5966	0.7724
No log	4.2051	492	0.6560	0.4324	0.6560	0.8099
No log	4.2222	494	0.6152	0.3636	0.6152	0.7844
No log	4.2393	496	0.5512	0.4000	0.5512	0.7424
No log	4.2564	498	0.5163	0.4194	0.5163	0.7185
0.3103	4.2735	500	0.4991	0.4507	0.4991	0.7065
0.3103	4.2906	502	0.4867	0.3143	0.4867	0.6976
0.3103	4.3077	504	0.4966	0.4211	0.4966	0.7047
0.3103	4.3248	506	0.5125	0.4211	0.5125	0.7159
0.3103	4.3419	508	0.5457	0.3793	0.5457	0.7387
0.3103	4.3590	510	0.5912	0.3793	0.5912	0.7689
0.3103	4.3761	512	0.6052	0.4	0.6052	0.7779
0.3103	4.3932	514	0.5669	0.3793	0.5669	0.7529
0.3103	4.4103	516	0.4985	0.4211	0.4985	0.7060
0.3103	4.4274	518	0.4429	0.3774	0.4429	0.6655
0.3103	4.4444	520	0.4660	0.4643	0.4660	0.6826
0.3103	4.4615	522	0.5136	0.4923	0.5136	0.7167
0.3103	4.4786	524	0.4910	0.4857	0.4910	0.7007
0.3103	4.4957	526	0.4404	0.5075	0.4404	0.6636
0.3103	4.5128	528	0.4226	0.5312	0.4226	0.6501
0.3103	4.5299	530	0.4947	0.4	0.4947	0.7033
0.3103	4.5470	532	0.5557	0.4	0.5557	0.7454
0.3103	4.5641	534	0.5685	0.4	0.5685	0.7540
0.3103	4.5812	536	0.4927	0.4	0.4927	0.7019
0.3103	4.5983	538	0.4156	0.4	0.4156	0.6447
0.3103	4.6154	540	0.4002	0.4906	0.4002	0.6326
0.3103	4.6325	542	0.4002	0.3529	0.4002	0.6326
0.3103	4.6496	544	0.4036	0.3529	0.4036	0.6353
0.3103	4.6667	546	0.4135	0.3529	0.4135	0.6431
0.3103	4.6838	548	0.4294	0.3529	0.4294	0.6553
0.3103	4.7009	550	0.4304	0.3529	0.4304	0.6561
0.3103	4.7179	552	0.4277	0.3529	0.4277	0.6540
0.3103	4.7350	554	0.4246	0.4590	0.4246	0.6516
0.3103	4.7521	556	0.4129	0.4590	0.4129	0.6426
0.3103	4.7692	558	0.4033	0.5161	0.4033	0.6351
0.3103	4.7863	560	0.3905	0.5161	0.3905	0.6249
0.3103	4.8034	562	0.3859	0.4906	0.3859	0.6212
0.3103	4.8205	564	0.3853	0.4906	0.3853	0.6207
0.3103	4.8376	566	0.3984	0.4906	0.3984	0.6312
0.3103	4.8547	568	0.4443	0.4444	0.4443	0.6666
0.3103	4.8718	570	0.4576	0.4	0.4576	0.6765
0.3103	4.8889	572	0.4409	0.4444	0.4409	0.6640
0.3103	4.9060	574	0.4319	0.4444	0.4319	0.6572
0.3103	4.9231	576	0.4066	0.4906	0.4066	0.6377
0.3103	4.9402	578	0.4002	0.4828	0.4002	0.6326
0.3103	4.9573	580	0.4058	0.4906	0.4058	0.6370
0.3103	4.9744	582	0.4309	0.4444	0.4309	0.6564
0.3103	4.9915	584	0.5111	0.2373	0.5111	0.7149
0.3103	5.0085	586	0.5814	0.4	0.5814	0.7625
0.3103	5.0256	588	0.6015	0.4	0.6015	0.7756
0.3103	5.0427	590	0.5598	0.4	0.5598	0.7482
0.3103	5.0598	592	0.4730	0.1724	0.4730	0.6877
0.3103	5.0769	594	0.4190	0.4444	0.4190	0.6473
0.3103	5.0940	596	0.4575	0.4590	0.4575	0.6764
0.3103	5.1111	598	0.5042	0.3824	0.5042	0.7101
0.3103	5.1282	600	0.4856	0.3793	0.4856	0.6969
0.3103	5.1453	602	0.4333	0.5161	0.4333	0.6583
0.3103	5.1624	604	0.4123	0.4231	0.4123	0.6421
0.3103	5.1795	606	0.4204	0.3774	0.4204	0.6484
0.3103	5.1966	608	0.4376	0.4	0.4376	0.6615
0.3103	5.2137	610	0.4449	0.4	0.4449	0.6670
0.3103	5.2308	612	0.4401	0.3774	0.4401	0.6634
0.3103	5.2479	614	0.4353	0.4231	0.4353	0.6598
0.3103	5.2650	616	0.4379	0.3529	0.4379	0.6618
0.3103	5.2821	618	0.4401	0.3529	0.4401	0.6634
0.3103	5.2991	620	0.4527	0.3774	0.4527	0.6728
0.3103	5.3162	622	0.4887	0.3333	0.4887	0.6990
0.3103	5.3333	624	0.5332	0.1429	0.5332	0.7302
0.3103	5.3504	626	0.5369	0.1818	0.5369	0.7327
0.3103	5.3675	628	0.5374	0.1818	0.5374	0.7331
0.3103	5.3846	630	0.5244	0.3333	0.5244	0.7241
0.3103	5.4017	632	0.5191	0.3333	0.5191	0.7205
0.3103	5.4188	634	0.5084	0.3774	0.5084	0.7130
0.3103	5.4359	636	0.5027	0.3774	0.5027	0.7090
0.3103	5.4530	638	0.5121	0.3774	0.5121	0.7156
0.3103	5.4701	640	0.5171	0.3774	0.5171	0.7191
0.3103	5.4872	642	0.5189	0.3774	0.5189	0.7203
0.3103	5.5043	644	0.5227	0.3774	0.5227	0.7230
0.3103	5.5214	646	0.5264	0.3774	0.5264	0.7255
0.3103	5.5385	648	0.5597	0.1818	0.5597	0.7481
0.3103	5.5556	650	0.6200	0.1818	0.6200	0.7874
0.3103	5.5726	652	0.6513	0.4000	0.6513	0.8070
0.3103	5.5897	654	0.6521	0.4000	0.6521	0.8075
0.3103	5.6068	656	0.6338	0.4000	0.6338	0.7961
0.3103	5.6239	658	0.6081	0.1818	0.6081	0.7798
0.3103	5.6410	660	0.5837	0.2154	0.5837	0.7640
0.3103	5.6581	662	0.5784	0.3143	0.5784	0.7605
0.3103	5.6752	664	0.5737	0.2154	0.5737	0.7574
0.3103	5.6923	666	0.5720	0.2000	0.5720	0.7563
0.3103	5.7094	668	0.5842	0.1818	0.5842	0.7643
0.3103	5.7265	670	0.5760	0.3158	0.5760	0.7589
0.3103	5.7436	672	0.5588	0.1818	0.5588	0.7475
0.3103	5.7607	674	0.5324	0.2222	0.5324	0.7296
0.3103	5.7778	676	0.5091	0.3774	0.5091	0.7135
0.3103	5.7949	678	0.4958	0.3793	0.4958	0.7042
0.3103	5.8120	680	0.4861	0.3793	0.4861	0.6972
0.3103	5.8291	682	0.4725	0.3793	0.4725	0.6874
0.3103	5.8462	684	0.4712	0.3793	0.4712	0.6864
0.3103	5.8632	686	0.4780	0.2373	0.4780	0.6914
0.3103	5.8803	688	0.4934	0.1818	0.4934	0.7024
0.3103	5.8974	690	0.4994	0.1818	0.4994	0.7067
0.3103	5.9145	692	0.4966	0.2000	0.4966	0.7047
0.3103	5.9316	694	0.4872	0.4762	0.4872	0.6980
0.3103	5.9487	696	0.4774	0.4762	0.4774	0.6909
0.3103	5.9658	698	0.4666	0.3793	0.4666	0.6831
0.3103	5.9829	700	0.4598	0.3774	0.4598	0.6781
0.3103	6.0	702	0.4582	0.3774	0.4582	0.6769
0.3103	6.0171	704	0.4616	0.1818	0.4616	0.6794
0.3103	6.0342	706	0.4657	0.1818	0.4657	0.6824
0.3103	6.0513	708	0.4618	0.3774	0.4618	0.6796
0.3103	6.0684	710	0.4508	0.3774	0.4508	0.6714
0.3103	6.0855	712	0.4440	0.3774	0.4440	0.6663
0.3103	6.1026	714	0.4519	0.4231	0.4519	0.6723
0.3103	6.1197	716	0.4580	0.4706	0.4580	0.6768
0.3103	6.1368	718	0.4563	0.4706	0.4563	0.6755
0.3103	6.1538	720	0.4382	0.3774	0.4382	0.6619
0.3103	6.1709	722	0.4325	0.3774	0.4325	0.6577
0.3103	6.1880	724	0.4408	0.3774	0.4408	0.6640
0.3103	6.2051	726	0.4543	0.2500	0.4543	0.6741
0.3103	6.2222	728	0.4775	0.3793	0.4775	0.6910
0.3103	6.2393	730	0.4907	0.3793	0.4907	0.7005
0.3103	6.2564	732	0.5179	0.3390	0.5179	0.7196
0.3103	6.2735	734	0.5790	0.4	0.5790	0.7609
0.3103	6.2906	736	0.5812	0.4	0.5812	0.7624
0.3103	6.3077	738	0.5425	0.4	0.5425	0.7366
0.3103	6.3248	740	0.4847	0.3390	0.4847	0.6962
0.3103	6.3419	742	0.4424	0.4	0.4424	0.6652
0.3103	6.3590	744	0.4115	0.4231	0.4115	0.6415
0.3103	6.3761	746	0.4285	0.4231	0.4285	0.6546
0.3103	6.3932	748	0.4454	0.4211	0.4454	0.6674
0.3103	6.4103	750	0.4528	0.5161	0.4528	0.6729
0.3103	6.4274	752	0.4489	0.5161	0.4489	0.6700
0.3103	6.4444	754	0.4286	0.5161	0.4286	0.6547
0.3103	6.4615	756	0.4177	0.4211	0.4177	0.6463
0.3103	6.4786	758	0.4370	0.2759	0.4370	0.6610
0.3103	6.4957	760	0.4672	0.2759	0.4672	0.6835
0.3103	6.5128	762	0.4852	0.4407	0.4852	0.6966
0.3103	6.5299	764	0.4776	0.2759	0.4776	0.6911
0.3103	6.5470	766	0.4635	0.2759	0.4635	0.6808
0.3103	6.5641	768	0.4477	0.4211	0.4477	0.6691
0.3103	6.5812	770	0.4439	0.5161	0.4439	0.6662
0.3103	6.5983	772	0.4491	0.5161	0.4491	0.6702
0.3103	6.6154	774	0.4512	0.5161	0.4512	0.6717
0.3103	6.6325	776	0.4468	0.5161	0.4468	0.6685
0.3103	6.6496	778	0.4529	0.3774	0.4529	0.6730
0.3103	6.6667	780	0.4967	0.2759	0.4967	0.7048
0.3103	6.6838	782	0.5462	0.2373	0.5462	0.7390
0.3103	6.7009	784	0.5406	0.2373	0.5406	0.7353
0.3103	6.7179	786	0.5365	0.2373	0.5365	0.7325
0.3103	6.7350	788	0.5061	0.2759	0.5061	0.7114
0.3103	6.7521	790	0.4622	0.4444	0.4622	0.6799
0.3103	6.7692	792	0.4481	0.3774	0.4481	0.6694
0.3103	6.7863	794	0.4606	0.4545	0.4606	0.6787
0.3103	6.8034	796	0.4642	0.4545	0.4642	0.6813
0.3103	6.8205	798	0.4626	0.4923	0.4626	0.6801
0.3103	6.8376	800	0.4501	0.4923	0.4501	0.6709
0.3103	6.8547	802	0.4395	0.4545	0.4395	0.6629
0.3103	6.8718	804	0.4291	0.5161	0.4291	0.6551
0.3103	6.8889	806	0.4383	0.3774	0.4383	0.6621
0.3103	6.9060	808	0.4839	0.2909	0.4839	0.6956
0.3103	6.9231	810	0.5335	0.2373	0.5335	0.7304
0.3103	6.9402	812	0.5640	0.4	0.5640	0.7510
0.3103	6.9573	814	0.5793	0.4	0.5793	0.7611
0.3103	6.9744	816	0.5747	0.4	0.5747	0.7581
0.3103	6.9915	818	0.5451	0.4	0.5451	0.7383
0.3103	7.0085	820	0.4996	0.2759	0.4996	0.7069
0.3103	7.0256	822	0.4673	0.3774	0.4673	0.6836
0.3103	7.0427	824	0.4546	0.3774	0.4546	0.6743
0.3103	7.0598	826	0.4540	0.3774	0.4540	0.6738
0.3103	7.0769	828	0.4644	0.3571	0.4644	0.6814
0.3103	7.0940	830	0.4741	0.4	0.4741	0.6885
0.3103	7.1111	832	0.4695	0.4	0.4695	0.6852
0.3103	7.1282	834	0.4580	0.3607	0.4580	0.6768
0.3103	7.1453	836	0.4458	0.4211	0.4458	0.6677
0.3103	7.1624	838	0.4458	0.3774	0.4458	0.6677
0.3103	7.1795	840	0.4508	0.3774	0.4508	0.6714
0.3103	7.1966	842	0.4520	0.3774	0.4520	0.6723
0.3103	7.2137	844	0.4522	0.3774	0.4522	0.6724
0.3103	7.2308	846	0.4596	0.3774	0.4596	0.6779
0.3103	7.2479	848	0.4675	0.3774	0.4675	0.6837
0.3103	7.2650	850	0.4731	0.3774	0.4731	0.6878
0.3103	7.2821	852	0.4850	0.3774	0.4850	0.6964
0.3103	7.2991	854	0.4918	0.3333	0.4918	0.7013
0.3103	7.3162	856	0.4865	0.3774	0.4865	0.6975
0.3103	7.3333	858	0.4815	0.3774	0.4815	0.6939
0.3103	7.3504	860	0.4819	0.3774	0.4819	0.6942
0.3103	7.3675	862	0.4815	0.3774	0.4815	0.6939
0.3103	7.3846	864	0.4700	0.3774	0.4700	0.6856
0.3103	7.4017	866	0.4604	0.3774	0.4604	0.6786
0.3103	7.4188	868	0.4579	0.3774	0.4579	0.6766
0.3103	7.4359	870	0.4568	0.3774	0.4568	0.6758
0.3103	7.4530	872	0.4561	0.3774	0.4561	0.6754
0.3103	7.4701	874	0.4575	0.3774	0.4575	0.6764
0.3103	7.4872	876	0.4655	0.3774	0.4655	0.6823
0.3103	7.5043	878	0.4809	0.3774	0.4809	0.6935
0.3103	7.5214	880	0.4887	0.3774	0.4887	0.6990
0.3103	7.5385	882	0.4938	0.3774	0.4938	0.7027
0.3103	7.5556	884	0.4983	0.1818	0.4983	0.7059
0.3103	7.5726	886	0.4996	0.1818	0.4996	0.7068
0.3103	7.5897	888	0.5011	0.1818	0.5011	0.7079
0.3103	7.6068	890	0.5025	0.1818	0.5025	0.7089
0.3103	7.6239	892	0.5031	0.1818	0.5031	0.7093
0.3103	7.6410	894	0.5019	0.1818	0.5019	0.7085
0.3103	7.6581	896	0.4981	0.2222	0.4981	0.7057
0.3103	7.6752	898	0.4982	0.2222	0.4982	0.7058
0.3103	7.6923	900	0.4949	0.3774	0.4949	0.7035
0.3103	7.7094	902	0.4939	0.3774	0.4939	0.7028
0.3103	7.7265	904	0.4954	0.3810	0.4954	0.7038
0.3103	7.7436	906	0.5010	0.4706	0.5010	0.7078
0.3103	7.7607	908	0.5036	0.4706	0.5036	0.7097
0.3103	7.7778	910	0.5028	0.3810	0.5028	0.7091
0.3103	7.7949	912	0.5085	0.3793	0.5085	0.7131
0.3103	7.8120	914	0.5089	0.3793	0.5089	0.7134
0.3103	7.8291	916	0.5105	0.3793	0.5105	0.7145
0.3103	7.8462	918	0.5084	0.3793	0.5084	0.7130
0.3103	7.8632	920	0.5035	0.3793	0.5035	0.7096
0.3103	7.8803	922	0.5018	0.3774	0.5018	0.7084
0.3103	7.8974	924	0.4953	0.3793	0.4953	0.7038
0.3103	7.9145	926	0.4902	0.3793	0.4902	0.7002
0.3103	7.9316	928	0.4868	0.3793	0.4868	0.6977
0.3103	7.9487	930	0.4886	0.3793	0.4886	0.6990
0.3103	7.9658	932	0.4936	0.3793	0.4936	0.7026
0.3103	7.9829	934	0.4953	0.3793	0.4953	0.7038
0.3103	8.0	936	0.4985	0.3793	0.4985	0.7061
0.3103	8.0171	938	0.4944	0.3793	0.4944	0.7032
0.3103	8.0342	940	0.4924	0.3793	0.4924	0.7017
0.3103	8.0513	942	0.4935	0.3793	0.4935	0.7025
0.3103	8.0684	944	0.4989	0.3793	0.4989	0.7063
0.3103	8.0855	946	0.5049	0.3793	0.5049	0.7106
0.3103	8.1026	948	0.5091	0.3793	0.5091	0.7135
0.3103	8.1197	950	0.5158	0.2222	0.5158	0.7182
0.3103	8.1368	952	0.5231	0.2222	0.5231	0.7233
0.3103	8.1538	954	0.5317	0.1818	0.5317	0.7292
0.3103	8.1709	956	0.5341	0.2500	0.5341	0.7308
0.3103	8.1880	958	0.5284	0.1818	0.5284	0.7269
0.3103	8.2051	960	0.5179	0.2222	0.5179	0.7196
0.3103	8.2222	962	0.5092	0.2222	0.5092	0.7136
0.3103	8.2393	964	0.5040	0.3774	0.5040	0.7099
0.3103	8.2564	966	0.4994	0.3774	0.4994	0.7067
0.3103	8.2735	968	0.4906	0.3774	0.4906	0.7004
0.3103	8.2906	970	0.4797	0.3774	0.4797	0.6926
0.3103	8.3077	972	0.4738	0.3793	0.4738	0.6884
0.3103	8.3248	974	0.4714	0.3793	0.4714	0.6866
0.3103	8.3419	976	0.4710	0.3793	0.4710	0.6863
0.3103	8.3590	978	0.4804	0.3793	0.4804	0.6931
0.3103	8.3761	980	0.4905	0.3793	0.4905	0.7004
0.3103	8.3932	982	0.5034	0.2373	0.5034	0.7095
0.3103	8.4103	984	0.5126	0.2222	0.5126	0.7160
0.3103	8.4274	986	0.5226	0.1429	0.5226	0.7229
0.3103	8.4444	988	0.5297	0.2105	0.5297	0.7278
0.3103	8.4615	990	0.5358	0.2105	0.5358	0.7320
0.3103	8.4786	992	0.5392	0.2105	0.5392	0.7343
0.3103	8.4957	994	0.5393	0.2105	0.5393	0.7344
0.3103	8.5128	996	0.5329	0.2105	0.5329	0.7300
0.3103	8.5299	998	0.5225	0.2500	0.5225	0.7228
0.0934	8.5470	1000	0.5112	0.2222	0.5112	0.7150
0.0934	8.5641	1002	0.4975	0.3774	0.4975	0.7053
0.0934	8.5812	1004	0.4842	0.3774	0.4842	0.6958
0.0934	8.5983	1006	0.4753	0.4231	0.4753	0.6894
0.0934	8.6154	1008	0.4684	0.4231	0.4684	0.6844
0.0934	8.6325	1010	0.4644	0.3529	0.4644	0.6815
0.0934	8.6496	1012	0.4636	0.4000	0.4636	0.6809
0.0934	8.6667	1014	0.4623	0.4000	0.4623	0.6800
0.0934	8.6838	1016	0.4615	0.4000	0.4615	0.6793
0.0934	8.7009	1018	0.4630	0.3529	0.4630	0.6804
0.0934	8.7179	1020	0.4711	0.4231	0.4711	0.6864
0.0934	8.7350	1022	0.4824	0.3774	0.4824	0.6946
0.0934	8.7521	1024	0.4890	0.3774	0.4890	0.6993
0.0934	8.7692	1026	0.4985	0.3774	0.4985	0.7061
0.0934	8.7863	1028	0.5070	0.3774	0.5070	0.7120
0.0934	8.8034	1030	0.5110	0.2222	0.5110	0.7148
0.0934	8.8205	1032	0.5134	0.2222	0.5134	0.7165
0.0934	8.8376	1034	0.5171	0.2222	0.5171	0.7191
0.0934	8.8547	1036	0.5211	0.2222	0.5211	0.7219
0.0934	8.8718	1038	0.5240	0.2222	0.5240	0.7238
0.0934	8.8889	1040	0.5242	0.2222	0.5242	0.7240
0.0934	8.9060	1042	0.5203	0.2222	0.5203	0.7214
0.0934	8.9231	1044	0.5168	0.2222	0.5168	0.7189
0.0934	8.9402	1046	0.5135	0.2222	0.5135	0.7166
0.0934	8.9573	1048	0.5089	0.3774	0.5089	0.7134
0.0934	8.9744	1050	0.5070	0.3774	0.5070	0.7120
0.0934	8.9915	1052	0.5048	0.3774	0.5048	0.7105
0.0934	9.0085	1054	0.5031	0.3793	0.5031	0.7093
0.0934	9.0256	1056	0.5041	0.3793	0.5041	0.7100
0.0934	9.0427	1058	0.5093	0.3793	0.5093	0.7137
0.0934	9.0598	1060	0.5127	0.3793	0.5127	0.7160
0.0934	9.0769	1062	0.5146	0.2373	0.5146	0.7173
0.0934	9.0940	1064	0.5155	0.2373	0.5155	0.7180
0.0934	9.1111	1066	0.5159	0.2222	0.5159	0.7183
0.0934	9.1282	1068	0.5172	0.2222	0.5172	0.7191
0.0934	9.1453	1070	0.5202	0.2222	0.5202	0.7213
0.0934	9.1624	1072	0.5235	0.2222	0.5235	0.7236
0.0934	9.1795	1074	0.5263	0.2222	0.5263	0.7255
0.0934	9.1966	1076	0.5259	0.2222	0.5259	0.7252
0.0934	9.2137	1078	0.5266	0.2222	0.5266	0.7257
0.0934	9.2308	1080	0.5259	0.2222	0.5259	0.7252
0.0934	9.2479	1082	0.5258	0.2222	0.5258	0.7251
0.0934	9.2650	1084	0.5242	0.2222	0.5242	0.7240
0.0934	9.2821	1086	0.5226	0.2222	0.5226	0.7229
0.0934	9.2991	1088	0.5211	0.2222	0.5211	0.7219
0.0934	9.3162	1090	0.5218	0.2222	0.5218	0.7223
0.0934	9.3333	1092	0.5210	0.2222	0.5210	0.7218
0.0934	9.3504	1094	0.5194	0.2222	0.5194	0.7207
0.0934	9.3675	1096	0.5182	0.2222	0.5182	0.7199
0.0934	9.3846	1098	0.5192	0.2222	0.5192	0.7206
0.0934	9.4017	1100	0.5218	0.2909	0.5218	0.7224
0.0934	9.4188	1102	0.5238	0.2500	0.5238	0.7237
0.0934	9.4359	1104	0.5258	0.2500	0.5258	0.7251
0.0934	9.4530	1106	0.5276	0.2500	0.5276	0.7263
0.0934	9.4701	1108	0.5277	0.3158	0.5277	0.7264
0.0934	9.4872	1110	0.5272	0.3158	0.5272	0.7261
0.0934	9.5043	1112	0.5265	0.3158	0.5265	0.7256
0.0934	9.5214	1114	0.5262	0.3158	0.5262	0.7254
0.0934	9.5385	1116	0.5250	0.3158	0.5250	0.7245
0.0934	9.5556	1118	0.5240	0.3158	0.5240	0.7239
0.0934	9.5726	1120	0.5223	0.3158	0.5223	0.7227
0.0934	9.5897	1122	0.5192	0.2500	0.5192	0.7206
0.0934	9.6068	1124	0.5169	0.2500	0.5169	0.7189
0.0934	9.6239	1126	0.5153	0.2909	0.5153	0.7179
0.0934	9.6410	1128	0.5140	0.2909	0.5140	0.7169
0.0934	9.6581	1130	0.5132	0.2909	0.5132	0.7164
0.0934	9.6752	1132	0.5115	0.2909	0.5115	0.7152
0.0934	9.6923	1134	0.5101	0.2909	0.5101	0.7142
0.0934	9.7094	1136	0.5091	0.2909	0.5091	0.7135
0.0934	9.7265	1138	0.5080	0.2222	0.5080	0.7127
0.0934	9.7436	1140	0.5068	0.2222	0.5068	0.7119
0.0934	9.7607	1142	0.5058	0.2222	0.5058	0.7112
0.0934	9.7778	1144	0.5050	0.2222	0.5050	0.7106
0.0934	9.7949	1146	0.5040	0.2222	0.5040	0.7099
0.0934	9.8120	1148	0.5029	0.2222	0.5029	0.7092
0.0934	9.8291	1150	0.5019	0.2222	0.5019	0.7084
0.0934	9.8462	1152	0.5007	0.2222	0.5007	0.7076
0.0934	9.8632	1154	0.4999	0.2222	0.4999	0.7070
0.0934	9.8803	1156	0.4992	0.2222	0.4992	0.7065
0.0934	9.8974	1158	0.4986	0.2222	0.4986	0.7061
0.0934	9.9145	1160	0.4983	0.2222	0.4983	0.7059
0.0934	9.9316	1162	0.4983	0.2222	0.4983	0.7059
0.0934	9.9487	1164	0.4982	0.2222	0.4982	0.7058
0.0934	9.9658	1166	0.4982	0.2222	0.4982	0.7058
0.0934	9.9829	1168	0.4983	0.2222	0.4983	0.7059
0.0934	10.0	1170	0.4983	0.2222	0.4983	0.7059

Framework versions

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