Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask4_development

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: 0.7604
• Qwk: 0.4863
• Mse: 0.7604
• Rmse: 0.8720

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	0.0187	2	4.2262	0.0007	4.2262	2.0558
No log	0.0374	4	2.8821	0.0688	2.8821	1.6977
No log	0.0561	6	1.6713	0.1206	1.6713	1.2928
No log	0.0748	8	0.7087	0.2730	0.7087	0.8419
No log	0.0935	10	0.7489	0.1070	0.7489	0.8654
No log	0.1121	12	0.8531	0.0538	0.8531	0.9236
No log	0.1308	14	0.9273	-0.0263	0.9273	0.9630
No log	0.1495	16	0.8354	0.0834	0.8354	0.9140
No log	0.1682	18	0.8068	0.2658	0.8068	0.8982
No log	0.1869	20	0.7171	0.3058	0.7171	0.8468
No log	0.2056	22	0.6102	0.2773	0.6102	0.7812
No log	0.2243	24	0.5717	0.3375	0.5717	0.7561
No log	0.2430	26	0.5669	0.3925	0.5669	0.7529
No log	0.2617	28	0.5194	0.4204	0.5194	0.7207
No log	0.2804	30	0.5217	0.3882	0.5217	0.7223
No log	0.2991	32	0.5313	0.3468	0.5313	0.7289
No log	0.3178	34	0.5160	0.3274	0.5160	0.7183
No log	0.3364	36	0.5192	0.2951	0.5192	0.7206
No log	0.3551	38	0.5223	0.4097	0.5223	0.7227
No log	0.3738	40	0.6000	0.4395	0.6000	0.7746
No log	0.3925	42	0.5594	0.5057	0.5594	0.7479
No log	0.4112	44	0.5229	0.4335	0.5229	0.7231
No log	0.4299	46	0.5395	0.4589	0.5395	0.7345
No log	0.4486	48	0.6096	0.4318	0.6096	0.7808
No log	0.4673	50	0.7429	0.4298	0.7429	0.8619
No log	0.4860	52	0.6025	0.4396	0.6025	0.7762
No log	0.5047	54	0.4816	0.4669	0.4816	0.6940
No log	0.5234	56	0.4813	0.4956	0.4813	0.6938
No log	0.5421	58	0.5308	0.4047	0.5308	0.7286
No log	0.5607	60	0.6897	0.3419	0.6897	0.8305
No log	0.5794	62	0.7003	0.3760	0.7003	0.8368
No log	0.5981	64	0.6158	0.4502	0.6158	0.7847
No log	0.6168	66	0.5498	0.4448	0.5498	0.7415
No log	0.6355	68	0.5351	0.4236	0.5351	0.7315
No log	0.6542	70	0.5364	0.4296	0.5364	0.7324
No log	0.6729	72	0.6057	0.4503	0.6057	0.7783
No log	0.6916	74	0.6720	0.4074	0.6720	0.8198
No log	0.7103	76	0.5613	0.4488	0.5613	0.7492
No log	0.7290	78	0.5160	0.4108	0.5160	0.7183
No log	0.7477	80	0.4950	0.4348	0.4950	0.7036
No log	0.7664	82	0.4712	0.4479	0.4712	0.6864
No log	0.7850	84	0.4942	0.4170	0.4942	0.7030
No log	0.8037	86	0.5249	0.4579	0.5249	0.7245
No log	0.8224	88	0.4899	0.4916	0.4899	0.6999
No log	0.8411	90	0.4624	0.4642	0.4624	0.6800
No log	0.8598	92	0.5330	0.4068	0.5330	0.7301
No log	0.8785	94	0.5860	0.3198	0.5860	0.7655
No log	0.8972	96	0.4723	0.4612	0.4723	0.6873
No log	0.9159	98	0.5823	0.4917	0.5823	0.7631
No log	0.9346	100	0.6352	0.4771	0.6352	0.7970
No log	0.9533	102	0.6525	0.4470	0.6525	0.8078
No log	0.9720	104	0.5298	0.5493	0.5298	0.7279
No log	0.9907	106	0.4829	0.5183	0.4829	0.6949
No log	1.0093	108	0.5155	0.5470	0.5155	0.7180
No log	1.0280	110	0.6312	0.5014	0.6312	0.7945
No log	1.0467	112	0.6348	0.5078	0.6348	0.7967
No log	1.0654	114	0.5873	0.5310	0.5873	0.7664
No log	1.0841	116	0.4992	0.5288	0.4992	0.7065
No log	1.1028	118	0.4681	0.4889	0.4681	0.6841
No log	1.1215	120	0.5230	0.4368	0.5230	0.7232
No log	1.1402	122	0.5010	0.4138	0.5010	0.7078
No log	1.1589	124	0.5130	0.3896	0.5130	0.7162
No log	1.1776	126	0.5445	0.4272	0.5445	0.7379
No log	1.1963	128	0.5707	0.4314	0.5707	0.7554
No log	1.2150	130	0.5565	0.4105	0.5565	0.7460
No log	1.2336	132	0.5496	0.4607	0.5496	0.7414
No log	1.2523	134	0.5129	0.4814	0.5129	0.7162
No log	1.2710	136	0.5274	0.5274	0.5274	0.7263
No log	1.2897	138	0.6895	0.5159	0.6895	0.8304
No log	1.3084	140	0.6784	0.5298	0.6784	0.8237
No log	1.3271	142	0.5623	0.5984	0.5623	0.7499
No log	1.3458	144	0.6969	0.5116	0.6969	0.8348
No log	1.3645	146	0.7257	0.5010	0.7257	0.8519
No log	1.3832	148	0.5055	0.5511	0.5055	0.7110
No log	1.4019	150	0.4480	0.5509	0.4480	0.6693
No log	1.4206	152	0.5149	0.4223	0.5149	0.7175
No log	1.4393	154	0.5689	0.3185	0.5689	0.7542
No log	1.4579	156	0.5244	0.3417	0.5244	0.7241
No log	1.4766	158	0.5091	0.4241	0.5091	0.7135
No log	1.4953	160	0.5439	0.4149	0.5439	0.7375
No log	1.5140	162	0.5973	0.4051	0.5973	0.7728
No log	1.5327	164	0.6184	0.4606	0.6184	0.7864
No log	1.5514	166	0.6960	0.4464	0.6960	0.8343
No log	1.5701	168	0.6640	0.4934	0.6640	0.8148
No log	1.5888	170	0.5347	0.5498	0.5347	0.7313
No log	1.6075	172	0.4497	0.6459	0.4497	0.6706
No log	1.6262	174	0.4236	0.6315	0.4236	0.6509
No log	1.6449	176	0.4346	0.6213	0.4346	0.6593
No log	1.6636	178	0.5402	0.5448	0.5402	0.7350
No log	1.6822	180	0.5976	0.5158	0.5976	0.7731
No log	1.7009	182	0.6786	0.4929	0.6786	0.8237
No log	1.7196	184	0.6336	0.5290	0.6336	0.7960
No log	1.7383	186	0.5172	0.5752	0.5172	0.7192
No log	1.7570	188	0.4472	0.6327	0.4472	0.6688
No log	1.7757	190	0.4789	0.6046	0.4789	0.6920
No log	1.7944	192	0.4281	0.5826	0.4281	0.6543
No log	1.8131	194	0.4427	0.5869	0.4427	0.6654
No log	1.8318	196	0.5534	0.5371	0.5534	0.7439
No log	1.8505	198	0.6232	0.5393	0.6232	0.7895
No log	1.8692	200	0.5552	0.5706	0.5552	0.7451
No log	1.8879	202	0.4796	0.6020	0.4796	0.6925
No log	1.9065	204	0.5413	0.6092	0.5413	0.7357
No log	1.9252	206	0.5171	0.5770	0.5171	0.7191
No log	1.9439	208	0.4415	0.5484	0.4415	0.6645
No log	1.9626	210	0.5075	0.5444	0.5075	0.7124
No log	1.9813	212	0.5612	0.5298	0.5612	0.7491
No log	2.0	214	0.5899	0.4860	0.5899	0.7681
No log	2.0187	216	0.5590	0.4831	0.5590	0.7477
No log	2.0374	218	0.4745	0.4655	0.4745	0.6889
No log	2.0561	220	0.4560	0.4515	0.4560	0.6753
No log	2.0748	222	0.4854	0.4327	0.4854	0.6967
No log	2.0935	224	0.4759	0.4195	0.4759	0.6898
No log	2.1121	226	0.4578	0.4039	0.4578	0.6766
No log	2.1308	228	0.4470	0.4857	0.4470	0.6686
No log	2.1495	230	0.4426	0.5414	0.4426	0.6653
No log	2.1682	232	0.4669	0.6061	0.4669	0.6833
No log	2.1869	234	0.5151	0.6037	0.5151	0.7177
No log	2.2056	236	0.5668	0.6063	0.5668	0.7529
No log	2.2243	238	0.5515	0.6060	0.5515	0.7427
No log	2.2430	240	0.5127	0.5957	0.5127	0.7160
No log	2.2617	242	0.4968	0.6020	0.4968	0.7048
No log	2.2804	244	0.4992	0.5752	0.4992	0.7065
No log	2.2991	246	0.6384	0.5237	0.6384	0.7990
No log	2.3178	248	0.6556	0.4826	0.6556	0.8097
No log	2.3364	250	0.5414	0.5191	0.5414	0.7358
No log	2.3551	252	0.7168	0.5087	0.7168	0.8467
No log	2.3738	254	0.6770	0.5118	0.6770	0.8228
No log	2.3925	256	0.4295	0.5091	0.4295	0.6554
No log	2.4112	258	0.4305	0.5733	0.4305	0.6561
No log	2.4299	260	0.4446	0.5148	0.4446	0.6668
No log	2.4486	262	0.6374	0.5384	0.6374	0.7984
No log	2.4673	264	0.6579	0.5520	0.6579	0.8111
No log	2.4860	266	0.5863	0.5507	0.5863	0.7657
No log	2.5047	268	0.4814	0.6038	0.4814	0.6938
No log	2.5234	270	0.4922	0.6156	0.4922	0.7016
No log	2.5421	272	0.5670	0.5592	0.5670	0.7530
No log	2.5607	274	0.7538	0.5273	0.7538	0.8682
No log	2.5794	276	0.6584	0.5452	0.6584	0.8114
No log	2.5981	278	0.4617	0.5643	0.4617	0.6794
No log	2.6168	280	0.4323	0.5487	0.4323	0.6575
No log	2.6355	282	0.4255	0.5703	0.4255	0.6523
No log	2.6542	284	0.4661	0.6010	0.4661	0.6827
No log	2.6729	286	0.6868	0.5270	0.6868	0.8287
No log	2.6916	288	0.7020	0.5125	0.7020	0.8378
No log	2.7103	290	0.6587	0.5276	0.6587	0.8116
No log	2.7290	292	0.5590	0.5941	0.5590	0.7477
No log	2.7477	294	0.6109	0.5764	0.6109	0.7816
No log	2.7664	296	0.6997	0.5227	0.6997	0.8365
No log	2.7850	298	0.7339	0.4973	0.7339	0.8567
No log	2.8037	300	0.5494	0.5728	0.5494	0.7412
No log	2.8224	302	0.4355	0.5826	0.4355	0.6599
No log	2.8411	304	0.4161	0.6251	0.4161	0.6451
No log	2.8598	306	0.4169	0.5854	0.4169	0.6457
No log	2.8785	308	0.4223	0.5686	0.4223	0.6498
No log	2.8972	310	0.4792	0.5420	0.4792	0.6922
No log	2.9159	312	0.5322	0.5096	0.5322	0.7295
No log	2.9346	314	0.4455	0.5726	0.4455	0.6675
No log	2.9533	316	0.4430	0.6234	0.4430	0.6656
No log	2.9720	318	0.4508	0.6244	0.4508	0.6714
No log	2.9907	320	0.4856	0.5764	0.4856	0.6968
No log	3.0093	322	0.6610	0.4995	0.6610	0.8130
No log	3.0280	324	0.6805	0.4865	0.6805	0.8249
No log	3.0467	326	0.5174	0.5424	0.5174	0.7193
No log	3.0654	328	0.4282	0.6024	0.4282	0.6544
No log	3.0841	330	0.4207	0.6110	0.4207	0.6486
No log	3.1028	332	0.4635	0.6270	0.4635	0.6808
No log	3.1215	334	0.4628	0.6328	0.4628	0.6803
No log	3.1402	336	0.4212	0.6099	0.4212	0.6490
No log	3.1589	338	0.4168	0.6092	0.4168	0.6456
No log	3.1776	340	0.4175	0.5931	0.4175	0.6462
No log	3.1963	342	0.4295	0.5797	0.4295	0.6554
No log	3.2150	344	0.4556	0.5646	0.4556	0.6750
No log	3.2336	346	0.4364	0.5998	0.4364	0.6606
No log	3.2523	348	0.4460	0.6103	0.4460	0.6678
No log	3.2710	350	0.4820	0.5895	0.4820	0.6943
No log	3.2897	352	0.4729	0.5895	0.4729	0.6877
No log	3.3084	354	0.4762	0.5886	0.4762	0.6901
No log	3.3271	356	0.5306	0.6010	0.5306	0.7284
No log	3.3458	358	0.4835	0.6009	0.4835	0.6954
No log	3.3645	360	0.5438	0.5586	0.5438	0.7375
No log	3.3832	362	0.5362	0.5491	0.5362	0.7322
No log	3.4019	364	0.4595	0.5833	0.4595	0.6779
No log	3.4206	366	0.4640	0.5729	0.4640	0.6812
No log	3.4393	368	0.5103	0.5709	0.5103	0.7144
No log	3.4579	370	0.6491	0.5249	0.6491	0.8057
No log	3.4766	372	0.5776	0.5319	0.5776	0.7600
No log	3.4953	374	0.4580	0.5987	0.4580	0.6767
No log	3.5140	376	0.4929	0.5773	0.4929	0.7021
No log	3.5327	378	0.4506	0.5845	0.4506	0.6713
No log	3.5514	380	0.5728	0.5177	0.5728	0.7568
No log	3.5701	382	0.7893	0.4646	0.7893	0.8884
No log	3.5888	384	0.7562	0.4692	0.7562	0.8696
No log	3.6075	386	0.5220	0.5494	0.5220	0.7225
No log	3.6262	388	0.4608	0.6145	0.4608	0.6788
No log	3.6449	390	0.4557	0.6145	0.4557	0.6751
No log	3.6636	392	0.4721	0.6199	0.4721	0.6871
No log	3.6822	394	0.5089	0.5951	0.5089	0.7134
No log	3.7009	396	0.4960	0.5942	0.4960	0.7043
No log	3.7196	398	0.4390	0.6109	0.4390	0.6625
No log	3.7383	400	0.4243	0.6161	0.4243	0.6514
No log	3.7570	402	0.4387	0.5971	0.4387	0.6623
No log	3.7757	404	0.4276	0.6299	0.4276	0.6539
No log	3.7944	406	0.4595	0.6058	0.4595	0.6779
No log	3.8131	408	0.5706	0.5414	0.5706	0.7554
No log	3.8318	410	0.5922	0.5290	0.5922	0.7695
No log	3.8505	412	0.4891	0.5711	0.4891	0.6994
No log	3.8692	414	0.4387	0.5795	0.4387	0.6624
No log	3.8879	416	0.4239	0.6005	0.4239	0.6511
No log	3.9065	418	0.4303	0.5710	0.4303	0.6560
No log	3.9252	420	0.4672	0.5808	0.4672	0.6835
No log	3.9439	422	0.5709	0.5160	0.5709	0.7556
No log	3.9626	424	0.6949	0.4602	0.6949	0.8336
No log	3.9813	426	0.6081	0.5052	0.6081	0.7798
No log	4.0	428	0.4424	0.6145	0.4424	0.6652
No log	4.0187	430	0.4601	0.5887	0.4601	0.6783
No log	4.0374	432	0.5240	0.5285	0.5240	0.7239
No log	4.0561	434	0.4570	0.5514	0.4570	0.6760
No log	4.0748	436	0.4189	0.5500	0.4189	0.6472
No log	4.0935	438	0.5569	0.5022	0.5569	0.7463
No log	4.1121	440	0.7538	0.4565	0.7538	0.8682
No log	4.1308	442	0.8203	0.4326	0.8203	0.9057
No log	4.1495	444	0.7150	0.5142	0.7150	0.8456
No log	4.1682	446	0.5252	0.5632	0.5252	0.7247
No log	4.1869	448	0.4602	0.6560	0.4602	0.6784
No log	4.2056	450	0.4635	0.6607	0.4635	0.6808
No log	4.2243	452	0.4491	0.6539	0.4491	0.6702
No log	4.2430	454	0.4370	0.6278	0.4370	0.6611
No log	4.2617	456	0.4423	0.6159	0.4423	0.6650
No log	4.2804	458	0.4376	0.6002	0.4376	0.6615
No log	4.2991	460	0.4470	0.5928	0.4470	0.6686
No log	4.3178	462	0.4753	0.5845	0.4753	0.6894
No log	4.3364	464	0.4516	0.5866	0.4516	0.6720
No log	4.3551	466	0.4210	0.5748	0.4210	0.6489
No log	4.3738	468	0.4203	0.5651	0.4203	0.6483
No log	4.3925	470	0.4301	0.5772	0.4301	0.6558
No log	4.4112	472	0.4505	0.6271	0.4505	0.6712
No log	4.4299	474	0.6108	0.5515	0.6108	0.7816
No log	4.4486	476	0.7790	0.5310	0.7790	0.8826
No log	4.4673	478	0.6549	0.5247	0.6549	0.8093
No log	4.4860	480	0.4581	0.6235	0.4581	0.6768
No log	4.5047	482	0.4360	0.5922	0.4360	0.6603
No log	4.5234	484	0.4343	0.5599	0.4343	0.6590
No log	4.5421	486	0.4220	0.5371	0.4220	0.6496
No log	4.5607	488	0.4856	0.5244	0.4856	0.6969
No log	4.5794	490	0.5197	0.4743	0.5197	0.7209
No log	4.5981	492	0.4484	0.5567	0.4484	0.6696
No log	4.6168	494	0.4309	0.6004	0.4309	0.6564
No log	4.6355	496	0.4713	0.5821	0.4713	0.6865
No log	4.6542	498	0.5032	0.5793	0.5032	0.7093
0.44	4.6729	500	0.5410	0.5321	0.5410	0.7355
0.44	4.6916	502	0.5226	0.5544	0.5226	0.7229
0.44	4.7103	504	0.5651	0.5451	0.5651	0.7518
0.44	4.7290	506	0.5332	0.5525	0.5332	0.7302
0.44	4.7477	508	0.5170	0.5454	0.5170	0.7190
0.44	4.7664	510	0.4774	0.5555	0.4774	0.6909
0.44	4.7850	512	0.4844	0.5827	0.4844	0.6960
0.44	4.8037	514	0.4944	0.5606	0.4944	0.7031
0.44	4.8224	516	0.6055	0.5477	0.6055	0.7781
0.44	4.8411	518	0.5905	0.5374	0.5905	0.7684
0.44	4.8598	520	0.4595	0.6069	0.4595	0.6779
0.44	4.8785	522	0.4549	0.5800	0.4549	0.6745
0.44	4.8972	524	0.4527	0.5910	0.4527	0.6729
0.44	4.9159	526	0.6097	0.5013	0.6097	0.7808
0.44	4.9346	528	0.5938	0.4974	0.5938	0.7706
0.44	4.9533	530	0.4593	0.5712	0.4593	0.6777
0.44	4.9720	532	0.4859	0.5330	0.4859	0.6971
0.44	4.9907	534	0.5190	0.5098	0.5190	0.7204
0.44	5.0093	536	0.4406	0.5531	0.4406	0.6638
0.44	5.0280	538	0.4553	0.5469	0.4553	0.6747
0.44	5.0467	540	0.4822	0.5200	0.4822	0.6944
0.44	5.0654	542	0.4354	0.5480	0.4354	0.6599
0.44	5.0841	544	0.4260	0.5663	0.4260	0.6527
0.44	5.1028	546	0.4289	0.5904	0.4289	0.6549
0.44	5.1215	548	0.4751	0.5655	0.4751	0.6893
0.44	5.1402	550	0.5134	0.5625	0.5134	0.7165
0.44	5.1589	552	0.4484	0.5845	0.4484	0.6696
0.44	5.1776	554	0.4412	0.5916	0.4412	0.6642
0.44	5.1963	556	0.4615	0.5855	0.4615	0.6793
0.44	5.2150	558	0.4330	0.6124	0.4330	0.6580
0.44	5.2336	560	0.4269	0.6170	0.4269	0.6533
0.44	5.2523	562	0.4568	0.5773	0.4568	0.6759
0.44	5.2710	564	0.5293	0.5277	0.5293	0.7275
0.44	5.2897	566	0.5187	0.5306	0.5187	0.7202
0.44	5.3084	568	0.5115	0.5259	0.5115	0.7152
0.44	5.3271	570	0.4764	0.5641	0.4764	0.6902
0.44	5.3458	572	0.4757	0.5827	0.4757	0.6897
0.44	5.3645	574	0.5077	0.6017	0.5077	0.7125
0.44	5.3832	576	0.4954	0.5887	0.4954	0.7039
0.44	5.4019	578	0.5533	0.5813	0.5533	0.7438
0.44	5.4206	580	0.5567	0.5704	0.5567	0.7462
0.44	5.4393	582	0.4772	0.5973	0.4772	0.6908
0.44	5.4579	584	0.4370	0.5964	0.4370	0.6611
0.44	5.4766	586	0.4385	0.5916	0.4385	0.6622
0.44	5.4953	588	0.4285	0.5707	0.4285	0.6546
0.44	5.5140	590	0.4659	0.5213	0.4659	0.6825
0.44	5.5327	592	0.7091	0.4905	0.7091	0.8421
0.44	5.5514	594	0.8549	0.4557	0.8549	0.9246
0.44	5.5701	596	0.7128	0.5169	0.7128	0.8442
0.44	5.5888	598	0.5429	0.5532	0.5429	0.7368
0.44	5.6075	600	0.4380	0.6087	0.4380	0.6618
0.44	5.6262	602	0.4574	0.6236	0.4574	0.6763
0.44	5.6449	604	0.4384	0.6278	0.4384	0.6621
0.44	5.6636	606	0.4307	0.5889	0.4307	0.6563
0.44	5.6822	608	0.4915	0.5389	0.4915	0.7010
0.44	5.7009	610	0.5625	0.5186	0.5625	0.7500
0.44	5.7196	612	0.5036	0.5605	0.5036	0.7096
0.44	5.7383	614	0.4342	0.5865	0.4342	0.6589
0.44	5.7570	616	0.4390	0.5788	0.4390	0.6626
0.44	5.7757	618	0.4546	0.5736	0.4546	0.6743
0.44	5.7944	620	0.5042	0.5417	0.5042	0.7101
0.44	5.8131	622	0.4891	0.5451	0.4891	0.6994
0.44	5.8318	624	0.4573	0.6130	0.4573	0.6762
0.44	5.8505	626	0.4553	0.5893	0.4553	0.6748
0.44	5.8692	628	0.4405	0.5897	0.4405	0.6637
0.44	5.8879	630	0.4357	0.5657	0.4357	0.6600
0.44	5.9065	632	0.4422	0.5793	0.4422	0.6650
0.44	5.9252	634	0.4969	0.5260	0.4969	0.7049
0.44	5.9439	636	0.4752	0.5620	0.4752	0.6894
0.44	5.9626	638	0.4449	0.5903	0.4449	0.6670
0.44	5.9813	640	0.4538	0.5914	0.4538	0.6736
0.44	6.0	642	0.4837	0.5711	0.4837	0.6955
0.44	6.0187	644	0.5024	0.5741	0.5024	0.7088
0.44	6.0374	646	0.4454	0.5915	0.4454	0.6674
0.44	6.0561	648	0.4301	0.6084	0.4301	0.6558
0.44	6.0748	650	0.4411	0.6289	0.4411	0.6642
0.44	6.0935	652	0.4568	0.6231	0.4568	0.6759
0.44	6.1121	654	0.4397	0.6213	0.4397	0.6631
0.44	6.1308	656	0.4692	0.6151	0.4692	0.6850
0.44	6.1495	658	0.4458	0.6125	0.4458	0.6677
0.44	6.1682	660	0.4813	0.5752	0.4813	0.6938
0.44	6.1869	662	0.4894	0.5810	0.4894	0.6996
0.44	6.2056	664	0.4533	0.6142	0.4533	0.6733
0.44	6.2243	666	0.4306	0.6125	0.4306	0.6562
0.44	6.2430	668	0.4613	0.6017	0.4613	0.6792
0.44	6.2617	670	0.6059	0.5200	0.6059	0.7784
0.44	6.2804	672	0.5577	0.5697	0.5577	0.7468
0.44	6.2991	674	0.4299	0.6071	0.4299	0.6557
0.44	6.3178	676	0.4536	0.6310	0.4536	0.6735
0.44	6.3364	678	0.4426	0.6303	0.4426	0.6653
0.44	6.3551	680	0.4197	0.5927	0.4197	0.6478
0.44	6.3738	682	0.5827	0.5364	0.5827	0.7634
0.44	6.3925	684	0.7149	0.4781	0.7149	0.8455
0.44	6.4112	686	0.6384	0.5236	0.6384	0.7990
0.44	6.4299	688	0.4751	0.6339	0.4751	0.6893
0.44	6.4486	690	0.4847	0.5884	0.4847	0.6962
0.44	6.4673	692	0.5601	0.5755	0.5601	0.7484
0.44	6.4860	694	0.4919	0.6014	0.4919	0.7014
0.44	6.5047	696	0.4435	0.6368	0.4435	0.6660
0.44	6.5234	698	0.5928	0.5332	0.5928	0.7699
0.44	6.5421	700	0.6551	0.5031	0.6551	0.8094
0.44	6.5607	702	0.5443	0.5234	0.5443	0.7378
0.44	6.5794	704	0.4166	0.6034	0.4166	0.6455
0.44	6.5981	706	0.4176	0.6111	0.4176	0.6462
0.44	6.6168	708	0.4098	0.5793	0.4098	0.6402
0.44	6.6355	710	0.4229	0.5971	0.4229	0.6503
0.44	6.6542	712	0.4413	0.5689	0.4413	0.6643
0.44	6.6729	714	0.4732	0.5631	0.4732	0.6879
0.44	6.6916	716	0.4663	0.5821	0.4663	0.6828
0.44	6.7103	718	0.4603	0.6135	0.4603	0.6784
0.44	6.7290	720	0.4582	0.6241	0.4582	0.6769
0.44	6.7477	722	0.4778	0.6096	0.4778	0.6912
0.44	6.7664	724	0.5030	0.5780	0.5030	0.7092
0.44	6.7850	726	0.6619	0.5428	0.6619	0.8135
0.44	6.8037	728	0.7985	0.4880	0.7985	0.8936
0.44	6.8224	730	0.6069	0.5209	0.6069	0.7790
0.44	6.8411	732	0.4262	0.6145	0.4262	0.6528
0.44	6.8598	734	0.4187	0.6095	0.4187	0.6471
0.44	6.8785	736	0.4181	0.5894	0.4181	0.6466
0.44	6.8972	738	0.4192	0.5558	0.4192	0.6474
0.44	6.9159	740	0.4594	0.5755	0.4594	0.6778
0.44	6.9346	742	0.4590	0.5478	0.4590	0.6775
0.44	6.9533	744	0.4788	0.5575	0.4788	0.6920
0.44	6.9720	746	0.4574	0.5526	0.4574	0.6763
0.44	6.9907	748	0.4602	0.5891	0.4602	0.6784
0.44	7.0093	750	0.5189	0.5460	0.5189	0.7204
0.44	7.0280	752	0.5236	0.5646	0.5236	0.7236
0.44	7.0467	754	0.4499	0.5951	0.4499	0.6708
0.44	7.0654	756	0.4374	0.5891	0.4374	0.6614
0.44	7.0841	758	0.4388	0.5693	0.4388	0.6624
0.44	7.1028	760	0.4810	0.5482	0.4810	0.6935
0.44	7.1215	762	0.4647	0.5461	0.4647	0.6817
0.44	7.1402	764	0.4576	0.5646	0.4576	0.6765
0.44	7.1589	766	0.4352	0.5752	0.4352	0.6597
0.44	7.1776	768	0.4284	0.6079	0.4284	0.6546
0.44	7.1963	770	0.4440	0.5971	0.4440	0.6663
0.44	7.2150	772	0.5070	0.5741	0.5070	0.7121
0.44	7.2336	774	0.5825	0.5449	0.5825	0.7632
0.44	7.2523	776	0.6215	0.5357	0.6215	0.7884
0.44	7.2710	778	0.5875	0.5457	0.5875	0.7665
0.44	7.2897	780	0.4969	0.5744	0.4969	0.7049
0.44	7.3084	782	0.4507	0.6148	0.4507	0.6713
0.44	7.3271	784	0.4433	0.5991	0.4433	0.6658
0.44	7.3458	786	0.4486	0.5900	0.4486	0.6697
0.44	7.3645	788	0.4219	0.5954	0.4219	0.6495
0.44	7.3832	790	0.4202	0.5917	0.4202	0.6482
0.44	7.4019	792	0.4577	0.5864	0.4577	0.6765
0.44	7.4206	794	0.4401	0.6056	0.4401	0.6634
0.44	7.4393	796	0.4030	0.6058	0.4030	0.6349
0.44	7.4579	798	0.4021	0.6053	0.4021	0.6341
0.44	7.4766	800	0.4092	0.6130	0.4092	0.6396
0.44	7.4953	802	0.4732	0.5940	0.4732	0.6879
0.44	7.5140	804	0.4422	0.5905	0.4422	0.6650
0.44	7.5327	806	0.4057	0.6069	0.4057	0.6370
0.44	7.5514	808	0.4191	0.5863	0.4191	0.6473
0.44	7.5701	810	0.4052	0.6200	0.4052	0.6366
0.44	7.5888	812	0.4535	0.5928	0.4535	0.6734
0.44	7.6075	814	0.4687	0.5989	0.4687	0.6846
0.44	7.6262	816	0.4208	0.6184	0.4208	0.6487
0.44	7.6449	818	0.4223	0.6438	0.4223	0.6499
0.44	7.6636	820	0.4219	0.6448	0.4219	0.6496
0.44	7.6822	822	0.4902	0.6144	0.4902	0.7002
0.44	7.7009	824	0.5360	0.5899	0.5360	0.7322
0.44	7.7196	826	0.4526	0.6451	0.4526	0.6727
0.44	7.7383	828	0.4198	0.6280	0.4198	0.6479
0.44	7.7570	830	0.4201	0.6297	0.4201	0.6481
0.44	7.7757	832	0.4296	0.6270	0.4296	0.6554
0.44	7.7944	834	0.4381	0.6276	0.4381	0.6619
0.44	7.8131	836	0.4736	0.5687	0.4736	0.6882
0.44	7.8318	838	0.4225	0.5711	0.4225	0.6500
0.44	7.8505	840	0.4062	0.5619	0.4062	0.6374
0.44	7.8692	842	0.4148	0.5812	0.4148	0.6441
0.44	7.8879	844	0.4100	0.5878	0.4100	0.6403
0.44	7.9065	846	0.4149	0.5859	0.4149	0.6442
0.44	7.9252	848	0.4425	0.5932	0.4425	0.6652
0.44	7.9439	850	0.5110	0.5828	0.5110	0.7148
0.44	7.9626	852	0.5376	0.5741	0.5376	0.7332
0.44	7.9813	854	0.5031	0.6161	0.5031	0.7093
0.44	8.0	856	0.4640	0.6045	0.4640	0.6811
0.44	8.0187	858	0.4689	0.6130	0.4689	0.6848
0.44	8.0374	860	0.5064	0.6061	0.5064	0.7116
0.44	8.0561	862	0.4566	0.6225	0.4566	0.6757
0.44	8.0748	864	0.4133	0.6480	0.4133	0.6429
0.44	8.0935	866	0.4088	0.5981	0.4088	0.6394
0.44	8.1121	868	0.4218	0.6004	0.4218	0.6495
0.44	8.1308	870	0.4573	0.5916	0.4573	0.6763
0.44	8.1495	872	0.4834	0.5878	0.4834	0.6953
0.44	8.1682	874	0.4799	0.5934	0.4799	0.6927
0.44	8.1869	876	0.4401	0.5611	0.4401	0.6634
0.44	8.2056	878	0.4304	0.6021	0.4304	0.6561
0.44	8.2243	880	0.4455	0.5741	0.4455	0.6675
0.44	8.2430	882	0.4484	0.5883	0.4484	0.6696
0.44	8.2617	884	0.4736	0.6092	0.4736	0.6882
0.44	8.2804	886	0.5663	0.5693	0.5663	0.7525
0.44	8.2991	888	0.6675	0.5293	0.6675	0.8170
0.44	8.3178	890	0.5832	0.5854	0.5832	0.7637
0.44	8.3364	892	0.4503	0.6193	0.4503	0.6711
0.44	8.3551	894	0.4370	0.6024	0.4370	0.6611
0.44	8.3738	896	0.4295	0.6263	0.4295	0.6553
0.44	8.3925	898	0.4540	0.5750	0.4540	0.6738
0.44	8.4112	900	0.4702	0.5537	0.4702	0.6857
0.44	8.4299	902	0.4667	0.5407	0.4667	0.6831
0.44	8.4486	904	0.4610	0.5936	0.4610	0.6790
0.44	8.4673	906	0.4516	0.6111	0.4516	0.6720
0.44	8.4860	908	0.4536	0.6322	0.4536	0.6735
0.44	8.5047	910	0.4601	0.5986	0.4601	0.6783
0.44	8.5234	912	0.4612	0.6202	0.4612	0.6791
0.44	8.5421	914	0.5506	0.5812	0.5506	0.7420
0.44	8.5607	916	0.5485	0.5758	0.5485	0.7406
0.44	8.5794	918	0.4687	0.6111	0.4687	0.6846
0.44	8.5981	920	0.4507	0.6479	0.4507	0.6713
0.44	8.6168	922	0.4508	0.6407	0.4508	0.6714
0.44	8.6355	924	0.4646	0.6323	0.4646	0.6816
0.44	8.6542	926	0.4585	0.6358	0.4585	0.6771
0.44	8.6729	928	0.4233	0.6352	0.4233	0.6506
0.44	8.6916	930	0.4187	0.6286	0.4187	0.6470
0.44	8.7103	932	0.4584	0.6021	0.4584	0.6770
0.44	8.7290	934	0.5342	0.5306	0.5342	0.7309
0.44	8.7477	936	0.5183	0.5678	0.5183	0.7199
0.44	8.7664	938	0.4366	0.6238	0.4366	0.6608
0.44	8.7850	940	0.4202	0.6312	0.4202	0.6483
0.44	8.8037	942	0.4312	0.6217	0.4312	0.6567
0.44	8.8224	944	0.4668	0.6145	0.4668	0.6832
0.44	8.8411	946	0.5523	0.5839	0.5523	0.7432
0.44	8.8598	948	0.5117	0.5971	0.5117	0.7153
0.44	8.8785	950	0.4472	0.6313	0.4472	0.6688
0.44	8.8972	952	0.4329	0.6454	0.4329	0.6579
0.44	8.9159	954	0.4779	0.5994	0.4779	0.6913
0.44	8.9346	956	0.5891	0.5688	0.5891	0.7675
0.44	8.9533	958	0.6716	0.5596	0.6716	0.8195
0.44	8.9720	960	0.5798	0.6041	0.5798	0.7615
0.44	8.9907	962	0.4567	0.6101	0.4567	0.6758
0.44	9.0093	964	0.4408	0.6383	0.4408	0.6639
0.44	9.0280	966	0.4268	0.6172	0.4268	0.6533
0.44	9.0467	968	0.4336	0.5966	0.4336	0.6585
0.44	9.0654	970	0.5139	0.5610	0.5139	0.7169
0.44	9.0841	972	0.5275	0.5558	0.5275	0.7263
0.44	9.1028	974	0.4556	0.6041	0.4556	0.6750
0.44	9.1215	976	0.4086	0.6106	0.4086	0.6392
0.44	9.1402	978	0.4073	0.6322	0.4073	0.6382
0.44	9.1589	980	0.4189	0.5883	0.4189	0.6472
0.44	9.1776	982	0.5195	0.5890	0.5195	0.7208
0.44	9.1963	984	0.5394	0.5639	0.5394	0.7344
0.44	9.2150	986	0.4614	0.5821	0.4614	0.6792
0.44	9.2336	988	0.4186	0.6064	0.4186	0.6470
0.44	9.2523	990	0.4346	0.6004	0.4346	0.6592
0.44	9.2710	992	0.5216	0.5737	0.5216	0.7222
0.44	9.2897	994	0.5243	0.5676	0.5243	0.7241
0.44	9.3084	996	0.4751	0.5978	0.4751	0.6893
0.44	9.3271	998	0.4398	0.6131	0.4398	0.6632
0.1373	9.3458	1000	0.4565	0.6209	0.4565	0.6756
0.1373	9.3645	1002	0.4402	0.5999	0.4402	0.6635
0.1373	9.3832	1004	0.4387	0.5769	0.4387	0.6623
0.1373	9.4019	1006	0.5993	0.5255	0.5993	0.7741
0.1373	9.4206	1008	0.7827	0.4772	0.7827	0.8847
0.1373	9.4393	1010	0.7604	0.4863	0.7604	0.8720

Framework versions

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