ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_task7_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: 0.4303
• Qwk: 0.5798
• Mse: 0.4303
• Rmse: 0.6560

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	0.0286	2	2.4190	-0.0136	2.4190	1.5553
No log	0.0571	4	1.3078	0.1463	1.3078	1.1436
No log	0.0857	6	0.7027	0.1365	0.7027	0.8383
No log	0.1143	8	0.7410	0.1094	0.7410	0.8608
No log	0.1429	10	0.7346	0.3594	0.7346	0.8571
No log	0.1714	12	0.7473	0.3105	0.7473	0.8645
No log	0.2	14	0.6299	0.1981	0.6299	0.7937
No log	0.2286	16	0.8073	0.2736	0.8073	0.8985
No log	0.2571	18	1.1111	0.3309	1.1111	1.0541
No log	0.2857	20	0.9445	0.3239	0.9445	0.9719
No log	0.3143	22	0.7295	0.2977	0.7295	0.8541
No log	0.3429	24	0.5677	0.4585	0.5677	0.7535
No log	0.3714	26	0.6331	0.3763	0.6331	0.7957
No log	0.4	28	0.6066	0.4468	0.6066	0.7788
No log	0.4286	30	0.5863	0.4752	0.5863	0.7657
No log	0.4571	32	0.5855	0.4795	0.5855	0.7652
No log	0.4857	34	0.5677	0.4795	0.5677	0.7534
No log	0.5143	36	0.5949	0.4517	0.5949	0.7713
No log	0.5429	38	0.6818	0.2825	0.6818	0.8257
No log	0.5714	40	0.6324	0.3425	0.6324	0.7952
No log	0.6	42	0.6809	0.3899	0.6809	0.8252
No log	0.6286	44	0.5840	0.4182	0.5840	0.7642
No log	0.6571	46	0.5528	0.4548	0.5528	0.7435
No log	0.6857	48	0.5374	0.5397	0.5374	0.7331
No log	0.7143	50	0.5733	0.5569	0.5733	0.7572
No log	0.7429	52	0.7227	0.5067	0.7227	0.8501
No log	0.7714	54	0.6995	0.4646	0.6995	0.8363
No log	0.8	56	0.5121	0.6029	0.5121	0.7156
No log	0.8286	58	0.5173	0.5317	0.5173	0.7193
No log	0.8571	60	0.5821	0.5400	0.5821	0.7630
No log	0.8857	62	0.4845	0.6349	0.4845	0.6961
No log	0.9143	64	0.5384	0.6251	0.5384	0.7338
No log	0.9429	66	0.5844	0.5779	0.5844	0.7644
No log	0.9714	68	0.4433	0.7253	0.4433	0.6658
No log	1.0	70	0.4394	0.7253	0.4394	0.6629
No log	1.0286	72	0.4439	0.7040	0.4439	0.6662
No log	1.0571	74	0.4219	0.7119	0.4219	0.6495
No log	1.0857	76	0.4172	0.6503	0.4172	0.6459
No log	1.1143	78	0.6235	0.3933	0.6235	0.7896
No log	1.1429	80	0.6523	0.3889	0.6523	0.8077
No log	1.1714	82	0.4674	0.6330	0.4674	0.6837
No log	1.2	84	0.4587	0.5512	0.4587	0.6773
No log	1.2286	86	0.5064	0.5497	0.5064	0.7116
No log	1.2571	88	0.4245	0.6101	0.4245	0.6515
No log	1.2857	90	0.4059	0.6200	0.4059	0.6371
No log	1.3143	92	0.4116	0.6127	0.4116	0.6415
No log	1.3429	94	0.3942	0.6863	0.3942	0.6279
No log	1.3714	96	0.4047	0.6623	0.4047	0.6362
No log	1.4	98	0.4149	0.6503	0.4149	0.6442
No log	1.4286	100	0.4556	0.6900	0.4556	0.6749
No log	1.4571	102	0.4152	0.6762	0.4152	0.6444
No log	1.4857	104	0.4187	0.6678	0.4187	0.6471
No log	1.5143	106	0.4067	0.6623	0.4067	0.6377
No log	1.5429	108	0.4186	0.6787	0.4186	0.6470
No log	1.5714	110	0.4892	0.6300	0.4892	0.6994
No log	1.6	112	0.5275	0.5792	0.5275	0.7263
No log	1.6286	114	0.5149	0.6077	0.5149	0.7176
No log	1.6571	116	0.4902	0.6132	0.4902	0.7001
No log	1.6857	118	0.4366	0.6777	0.4366	0.6608
No log	1.7143	120	0.7367	0.5885	0.7367	0.8583
No log	1.7429	122	0.6324	0.5688	0.6324	0.7952
No log	1.7714	124	0.4187	0.5703	0.4187	0.6471
No log	1.8	126	0.4361	0.5960	0.4361	0.6604
No log	1.8286	128	0.4806	0.6526	0.4806	0.6933
No log	1.8571	130	0.4540	0.6688	0.4540	0.6738
No log	1.8857	132	0.4497	0.6709	0.4497	0.6706
No log	1.9143	134	0.4633	0.6434	0.4633	0.6806
No log	1.9429	136	0.5763	0.5750	0.5763	0.7591
No log	1.9714	138	0.4941	0.6068	0.4941	0.7029
No log	2.0	140	0.4317	0.6467	0.4317	0.6570
No log	2.0286	142	0.4782	0.6223	0.4782	0.6915
No log	2.0571	144	0.4469	0.6168	0.4469	0.6685
No log	2.0857	146	0.4416	0.6759	0.4416	0.6645
No log	2.1143	148	0.4545	0.6672	0.4545	0.6742
No log	2.1429	150	0.5394	0.6259	0.5394	0.7344
No log	2.1714	152	0.6769	0.5522	0.6769	0.8228
No log	2.2	154	0.6279	0.5746	0.6279	0.7924
No log	2.2286	156	0.5152	0.6749	0.5152	0.7178
No log	2.2571	158	0.5622	0.5775	0.5622	0.7498
No log	2.2857	160	0.5838	0.5688	0.5838	0.7641
No log	2.3143	162	0.4955	0.6434	0.4955	0.7039
No log	2.3429	164	0.5241	0.6108	0.5241	0.7239
No log	2.3714	166	0.7694	0.4413	0.7694	0.8771
No log	2.4	168	0.7922	0.4413	0.7922	0.8900
No log	2.4286	170	0.6170	0.4756	0.6170	0.7855
No log	2.4571	172	0.4524	0.6046	0.4524	0.6726
No log	2.4857	174	0.5156	0.6497	0.5156	0.7181
No log	2.5143	176	0.5758	0.5827	0.5758	0.7588
No log	2.5429	178	0.4948	0.6322	0.4948	0.7034
No log	2.5714	180	0.4195	0.6727	0.4195	0.6477
No log	2.6	182	0.5177	0.6218	0.5177	0.7195
No log	2.6286	184	0.5721	0.5401	0.5721	0.7564
No log	2.6571	186	0.4880	0.6218	0.4880	0.6985
No log	2.6857	188	0.4143	0.7080	0.4143	0.6437
No log	2.7143	190	0.4469	0.6992	0.4469	0.6685
No log	2.7429	192	0.4482	0.6372	0.4482	0.6695
No log	2.7714	194	0.4267	0.6797	0.4267	0.6532
No log	2.8	196	0.4180	0.6709	0.4180	0.6465
No log	2.8286	198	0.4398	0.6068	0.4398	0.6632
No log	2.8571	200	0.4718	0.5781	0.4718	0.6869
No log	2.8857	202	0.4371	0.6255	0.4371	0.6612
No log	2.9143	204	0.4475	0.6601	0.4475	0.6690
No log	2.9429	206	0.4951	0.6681	0.4951	0.7036
No log	2.9714	208	0.5173	0.6497	0.5173	0.7192
No log	3.0	210	0.4896	0.6496	0.4896	0.6997
No log	3.0286	212	0.4279	0.6129	0.4279	0.6542
No log	3.0571	214	0.4212	0.6267	0.4212	0.6490
No log	3.0857	216	0.4171	0.6279	0.4171	0.6459
No log	3.1143	218	0.4032	0.6730	0.4032	0.6350
No log	3.1429	220	0.3957	0.7022	0.3957	0.6290
No log	3.1714	222	0.3848	0.6739	0.3848	0.6204
No log	3.2	224	0.4083	0.6873	0.4083	0.6390
No log	3.2286	226	0.4560	0.6823	0.4560	0.6753
No log	3.2571	228	0.4940	0.6579	0.4940	0.7028
No log	3.2857	230	0.6076	0.5519	0.6076	0.7795
No log	3.3143	232	0.5009	0.6067	0.5009	0.7077
No log	3.3429	234	0.3876	0.6001	0.3876	0.6226
No log	3.3714	236	0.4412	0.6786	0.4412	0.6643
No log	3.4	238	0.5358	0.6290	0.5358	0.7320
No log	3.4286	240	0.6568	0.5108	0.6568	0.8104
No log	3.4571	242	0.5780	0.5667	0.5780	0.7602
No log	3.4857	244	0.4372	0.5605	0.4372	0.6612
No log	3.5143	246	0.4159	0.5930	0.4159	0.6449
No log	3.5429	248	0.4008	0.6357	0.4008	0.6331
No log	3.5714	250	0.3934	0.6455	0.3934	0.6272
No log	3.6	252	0.4316	0.6355	0.4316	0.6570
No log	3.6286	254	0.4522	0.6107	0.4522	0.6725
No log	3.6571	256	0.4085	0.6353	0.4085	0.6392
No log	3.6857	258	0.3970	0.6579	0.3970	0.6301
No log	3.7143	260	0.4825	0.6154	0.4825	0.6946
No log	3.7429	262	0.5353	0.5997	0.5353	0.7316
No log	3.7714	264	0.4695	0.6624	0.4695	0.6852
No log	3.8	266	0.4024	0.7229	0.4024	0.6343
No log	3.8286	268	0.4157	0.7182	0.4157	0.6447
No log	3.8571	270	0.4004	0.7616	0.4004	0.6328
No log	3.8857	272	0.4223	0.7072	0.4223	0.6499
No log	3.9143	274	0.4706	0.6624	0.4706	0.6860
No log	3.9429	276	0.5419	0.5735	0.5419	0.7361
No log	3.9714	278	0.5159	0.6167	0.5159	0.7183
No log	4.0	280	0.4137	0.6661	0.4137	0.6432
No log	4.0286	282	0.4288	0.6200	0.4288	0.6548
No log	4.0571	284	0.5334	0.5042	0.5334	0.7303
No log	4.0857	286	0.5286	0.5042	0.5286	0.7270
No log	4.1143	288	0.4344	0.6200	0.4344	0.6591
No log	4.1429	290	0.4175	0.6257	0.4175	0.6461
No log	4.1714	292	0.4229	0.6047	0.4229	0.6503
No log	4.2	294	0.4094	0.6462	0.4094	0.6399
No log	4.2286	296	0.4142	0.6978	0.4142	0.6436
No log	4.2571	298	0.4335	0.6773	0.4335	0.6584
No log	4.2857	300	0.4547	0.6932	0.4547	0.6743
No log	4.3143	302	0.4572	0.7086	0.4572	0.6761
No log	4.3429	304	0.5013	0.6349	0.5013	0.7081
No log	4.3714	306	0.4992	0.6154	0.4992	0.7065
No log	4.4	308	0.4425	0.6243	0.4425	0.6652
No log	4.4286	310	0.4608	0.5631	0.4608	0.6789
No log	4.4571	312	0.4868	0.5836	0.4868	0.6977
No log	4.4857	314	0.4955	0.5736	0.4955	0.7039
No log	4.5143	316	0.4377	0.6154	0.4377	0.6616
No log	4.5429	318	0.4298	0.6229	0.4298	0.6556
No log	4.5714	320	0.4560	0.6047	0.4560	0.6753
No log	4.6	322	0.4492	0.5960	0.4492	0.6703
No log	4.6286	324	0.4332	0.6924	0.4332	0.6582
No log	4.6571	326	0.4754	0.5442	0.4754	0.6895
No log	4.6857	328	0.4540	0.6518	0.4540	0.6738
No log	4.7143	330	0.4429	0.6370	0.4429	0.6655
No log	4.7429	332	0.4566	0.6370	0.4566	0.6757
No log	4.7714	334	0.4303	0.6942	0.4303	0.6560
No log	4.8	336	0.5289	0.5388	0.5289	0.7272
No log	4.8286	338	0.6270	0.5457	0.6270	0.7919
No log	4.8571	340	0.5486	0.5231	0.5486	0.7407
No log	4.8857	342	0.4339	0.6414	0.4339	0.6587
No log	4.9143	344	0.4266	0.6452	0.4266	0.6531
No log	4.9429	346	0.4842	0.5751	0.4842	0.6959
No log	4.9714	348	0.5073	0.5751	0.5073	0.7123
No log	5.0	350	0.4720	0.5868	0.4720	0.6871
No log	5.0286	352	0.4309	0.6886	0.4309	0.6564
No log	5.0571	354	0.4273	0.7238	0.4273	0.6537
No log	5.0857	356	0.4272	0.6698	0.4272	0.6536
No log	5.1143	358	0.4204	0.6705	0.4204	0.6484
No log	5.1429	360	0.4239	0.6705	0.4239	0.6511
No log	5.1714	362	0.4214	0.7238	0.4214	0.6491
No log	5.2	364	0.4268	0.7238	0.4268	0.6533
No log	5.2286	366	0.4212	0.7095	0.4212	0.6490
No log	5.2571	368	0.4272	0.6929	0.4272	0.6536
No log	5.2857	370	0.4267	0.6899	0.4267	0.6532
No log	5.3143	372	0.4216	0.7135	0.4216	0.6493
No log	5.3429	374	0.4164	0.6929	0.4164	0.6453
No log	5.3714	376	0.4211	0.6857	0.4211	0.6489
No log	5.4	378	0.4428	0.5574	0.4428	0.6654
No log	5.4286	380	0.4424	0.5574	0.4424	0.6652
No log	5.4571	382	0.4247	0.6106	0.4247	0.6517
No log	5.4857	384	0.4238	0.6807	0.4238	0.6510
No log	5.5143	386	0.4384	0.7044	0.4384	0.6621
No log	5.5429	388	0.4529	0.7126	0.4529	0.6730
No log	5.5714	390	0.4768	0.6570	0.4768	0.6905
No log	5.6	392	0.4700	0.7025	0.4700	0.6856
No log	5.6286	394	0.4483	0.7106	0.4483	0.6696
No log	5.6571	396	0.4285	0.7309	0.4285	0.6546
No log	5.6857	398	0.4231	0.6883	0.4231	0.6505
No log	5.7143	400	0.4271	0.6278	0.4271	0.6535
No log	5.7429	402	0.4273	0.6293	0.4273	0.6537
No log	5.7714	404	0.4469	0.5714	0.4469	0.6685
No log	5.8	406	0.4724	0.5591	0.4724	0.6873
No log	5.8286	408	0.4736	0.5591	0.4736	0.6882
No log	5.8571	410	0.4746	0.5265	0.4746	0.6889
No log	5.8857	412	0.4667	0.5085	0.4667	0.6832
No log	5.9143	414	0.4654	0.5927	0.4654	0.6822
No log	5.9429	416	0.5058	0.5223	0.5058	0.7112
No log	5.9714	418	0.5154	0.5223	0.5154	0.7179
No log	6.0	420	0.4988	0.5467	0.4988	0.7063
No log	6.0286	422	0.4707	0.5675	0.4707	0.6861
No log	6.0571	424	0.4489	0.6076	0.4489	0.6700
No log	6.0857	426	0.4399	0.6076	0.4399	0.6633
No log	6.1143	428	0.4356	0.5836	0.4356	0.6600
No log	6.1429	430	0.4276	0.6307	0.4276	0.6539
No log	6.1714	432	0.4265	0.6530	0.4265	0.6531
No log	6.2	434	0.4790	0.5747	0.4790	0.6921
No log	6.2286	436	0.5280	0.5682	0.5280	0.7266
No log	6.2571	438	0.4862	0.5666	0.4862	0.6973
No log	6.2857	440	0.4303	0.6530	0.4303	0.6560
No log	6.3143	442	0.4527	0.6506	0.4527	0.6728
No log	6.3429	444	0.4766	0.5601	0.4766	0.6904
No log	6.3714	446	0.4629	0.5927	0.4629	0.6804
No log	6.4	448	0.4669	0.4795	0.4669	0.6833
No log	6.4286	450	0.4857	0.4746	0.4857	0.6969
No log	6.4571	452	0.4976	0.5361	0.4976	0.7054
No log	6.4857	454	0.4791	0.5361	0.4791	0.6922
No log	6.5143	456	0.4494	0.5061	0.4494	0.6704
No log	6.5429	458	0.4441	0.5846	0.4441	0.6664
No log	6.5714	460	0.4452	0.5937	0.4452	0.6673
No log	6.6	462	0.4462	0.5912	0.4462	0.6680
No log	6.6286	464	0.4376	0.5912	0.4376	0.6615
No log	6.6571	466	0.4332	0.5324	0.4332	0.6582
No log	6.6857	468	0.4459	0.5815	0.4459	0.6678
No log	6.7143	470	0.4670	0.5510	0.4670	0.6834
No log	6.7429	472	0.4665	0.5510	0.4665	0.6830
No log	6.7714	474	0.4447	0.5860	0.4447	0.6668
No log	6.8	476	0.4412	0.6541	0.4412	0.6642
No log	6.8286	478	0.4559	0.6004	0.4559	0.6752
No log	6.8571	480	0.4873	0.6011	0.4873	0.6981
No log	6.8857	482	0.5091	0.5553	0.5091	0.7135
No log	6.9143	484	0.5033	0.5470	0.5033	0.7094
No log	6.9429	486	0.5055	0.5510	0.5055	0.7110
No log	6.9714	488	0.4743	0.5908	0.4743	0.6887
No log	7.0	490	0.4278	0.6702	0.4278	0.6541
No log	7.0286	492	0.4073	0.6745	0.4073	0.6382
No log	7.0571	494	0.4400	0.5815	0.4400	0.6633
No log	7.0857	496	0.5024	0.5907	0.5024	0.7088
No log	7.1143	498	0.5517	0.5356	0.5517	0.7428
0.3149	7.1429	500	0.4976	0.5449	0.4976	0.7054
0.3149	7.1714	502	0.4270	0.6017	0.4270	0.6534
0.3149	7.2	504	0.4504	0.6623	0.4504	0.6711
0.3149	7.2286	506	0.4996	0.5908	0.4996	0.7068
0.3149	7.2571	508	0.5504	0.5827	0.5504	0.7419
0.3149	7.2857	510	0.5400	0.5827	0.5400	0.7348
0.3149	7.3143	512	0.4894	0.5894	0.4894	0.6996
0.3149	7.3429	514	0.4664	0.5662	0.4664	0.6829
0.3149	7.3714	516	0.4795	0.6292	0.4795	0.6925
0.3149	7.4	518	0.4942	0.6292	0.4942	0.7030
0.3149	7.4286	520	0.4839	0.6034	0.4839	0.6956
0.3149	7.4571	522	0.4797	0.6716	0.4797	0.6926
0.3149	7.4857	524	0.4779	0.6295	0.4779	0.6913
0.3149	7.5143	526	0.4849	0.6623	0.4849	0.6964
0.3149	7.5429	528	0.4909	0.6620	0.4909	0.7006
0.3149	7.5714	530	0.4850	0.6620	0.4850	0.6964
0.3149	7.6	532	0.4801	0.6947	0.4801	0.6929
0.3149	7.6286	534	0.4745	0.7122	0.4745	0.6888
0.3149	7.6571	536	0.4691	0.6979	0.4691	0.6849
0.3149	7.6857	538	0.4894	0.6337	0.4894	0.6996
0.3149	7.7143	540	0.4690	0.6223	0.4690	0.6849
0.3149	7.7429	542	0.4235	0.6750	0.4235	0.6508
0.3149	7.7714	544	0.4239	0.6438	0.4239	0.6511
0.3149	7.8	546	0.4255	0.6518	0.4255	0.6523
0.3149	7.8286	548	0.4176	0.6983	0.4176	0.6462
0.3149	7.8571	550	0.4206	0.7470	0.4206	0.6485
0.3149	7.8857	552	0.4256	0.7012	0.4256	0.6524
0.3149	7.9143	554	0.4294	0.6455	0.4294	0.6553
0.3149	7.9429	556	0.4364	0.5979	0.4364	0.6606
0.3149	7.9714	558	0.4434	0.5768	0.4434	0.6659
0.3149	8.0	560	0.4496	0.5195	0.4496	0.6705
0.3149	8.0286	562	0.4558	0.6616	0.4558	0.6751
0.3149	8.0571	564	0.4620	0.6694	0.4620	0.6797
0.3149	8.0857	566	0.4545	0.6317	0.4545	0.6742
0.3149	8.1143	568	0.4470	0.5869	0.4470	0.6686
0.3149	8.1429	570	0.4482	0.5343	0.4482	0.6695
0.3149	8.1714	572	0.4535	0.5265	0.4535	0.6734
0.3149	8.2	574	0.4555	0.5321	0.4555	0.6749
0.3149	8.2286	576	0.4579	0.5321	0.4579	0.6767
0.3149	8.2571	578	0.4631	0.5555	0.4631	0.6805
0.3149	8.2857	580	0.4512	0.5596	0.4512	0.6717
0.3149	8.3143	582	0.4418	0.5782	0.4418	0.6647
0.3149	8.3429	584	0.4390	0.5782	0.4390	0.6625
0.3149	8.3714	586	0.4379	0.5860	0.4379	0.6617
0.3149	8.4	588	0.4569	0.6604	0.4569	0.6760
0.3149	8.4286	590	0.4685	0.6101	0.4685	0.6845
0.3149	8.4571	592	0.4523	0.6184	0.4523	0.6725
0.3149	8.4857	594	0.4334	0.5798	0.4334	0.6583
0.3149	8.5143	596	0.4287	0.5731	0.4287	0.6547
0.3149	8.5429	598	0.4215	0.5904	0.4215	0.6492
0.3149	8.5714	600	0.4169	0.64	0.4169	0.6457
0.3149	8.6	602	0.4101	0.7173	0.4101	0.6404
0.3149	8.6286	604	0.4123	0.7164	0.4123	0.6421
0.3149	8.6571	606	0.4080	0.7055	0.4080	0.6387
0.3149	8.6857	608	0.4117	0.6942	0.4117	0.6416
0.3149	8.7143	610	0.4255	0.6608	0.4255	0.6523
0.3149	8.7429	612	0.4243	0.6786	0.4243	0.6514
0.3149	8.7714	614	0.4435	0.6415	0.4435	0.6659
0.3149	8.8	616	0.4843	0.6419	0.4843	0.6959
0.3149	8.8286	618	0.4838	0.6423	0.4838	0.6956
0.3149	8.8571	620	0.4993	0.6068	0.4993	0.7066
0.3149	8.8857	622	0.4950	0.6051	0.4950	0.7036
0.3149	8.9143	624	0.4761	0.6068	0.4761	0.6900
0.3149	8.9429	626	0.4290	0.6966	0.4290	0.6550
0.3149	8.9714	628	0.4100	0.6730	0.4100	0.6403
0.3149	9.0	630	0.4043	0.6243	0.4043	0.6358
0.3149	9.0286	632	0.4044	0.6747	0.4044	0.6359
0.3149	9.0571	634	0.4119	0.6787	0.4119	0.6418
0.3149	9.0857	636	0.4214	0.6950	0.4214	0.6491
0.3149	9.1143	638	0.4166	0.6706	0.4166	0.6454
0.3149	9.1429	640	0.4120	0.6553	0.4120	0.6419
0.3149	9.1714	642	0.4161	0.7003	0.4161	0.6450
0.3149	9.2	644	0.4291	0.6797	0.4291	0.6551
0.3149	9.2286	646	0.4520	0.6848	0.4520	0.6723
0.3149	9.2571	648	0.4650	0.6848	0.4650	0.6819
0.3149	9.2857	650	0.4654	0.6848	0.4654	0.6822
0.3149	9.3143	652	0.4559	0.6777	0.4559	0.6752
0.3149	9.3429	654	0.4538	0.6160	0.4538	0.6737
0.3149	9.3714	656	0.4636	0.5947	0.4636	0.6809
0.3149	9.4	658	0.4854	0.6305	0.4854	0.6967
0.3149	9.4286	660	0.4904	0.6238	0.4904	0.7003
0.3149	9.4571	662	0.4810	0.6419	0.4810	0.6936
0.3149	9.4857	664	0.4994	0.6152	0.4994	0.7067
0.3149	9.5143	666	0.4877	0.6137	0.4877	0.6984
0.3149	9.5429	668	0.4526	0.6101	0.4526	0.6727
0.3149	9.5714	670	0.4451	0.6628	0.4451	0.6671
0.3149	9.6	672	0.4388	0.6832	0.4388	0.6624
0.3149	9.6286	674	0.4448	0.6898	0.4448	0.6669
0.3149	9.6571	676	0.4537	0.6935	0.4537	0.6735
0.3149	9.6857	678	0.4708	0.6684	0.4708	0.6862
0.3149	9.7143	680	0.4622	0.6679	0.4622	0.6799
0.3149	9.7429	682	0.4418	0.7273	0.4418	0.6647
0.3149	9.7714	684	0.4298	0.6807	0.4298	0.6556
0.3149	9.8	686	0.4441	0.5343	0.4441	0.6664
0.3149	9.8286	688	0.4768	0.5510	0.4768	0.6905
0.3149	9.8571	690	0.4831	0.5202	0.4831	0.6950
0.3149	9.8857	692	0.4715	0.5085	0.4715	0.6866
0.3149	9.9143	694	0.4588	0.5085	0.4588	0.6774
0.3149	9.9429	696	0.4588	0.5549	0.4588	0.6773
0.3149	9.9714	698	0.4593	0.6009	0.4593	0.6777
0.3149	10.0	700	0.4635	0.6620	0.4635	0.6808
0.3149	10.0286	702	0.4691	0.6695	0.4691	0.6849
0.3149	10.0571	704	0.4575	0.6186	0.4575	0.6764
0.3149	10.0857	706	0.4478	0.5965	0.4478	0.6692
0.3149	10.1143	708	0.4455	0.5324	0.4455	0.6674
0.3149	10.1429	710	0.4475	0.5324	0.4475	0.6689
0.3149	10.1714	712	0.4552	0.4515	0.4552	0.6747
0.3149	10.2	714	0.4667	0.4515	0.4667	0.6832
0.3149	10.2286	716	0.4679	0.5693	0.4679	0.6840
0.3149	10.2571	718	0.4565	0.5943	0.4565	0.6757
0.3149	10.2857	720	0.4569	0.6956	0.4569	0.6760
0.3149	10.3143	722	0.4750	0.6935	0.4750	0.6892
0.3149	10.3429	724	0.5014	0.6835	0.5014	0.7081
0.3149	10.3714	726	0.4733	0.6844	0.4733	0.6880
0.3149	10.4	728	0.4513	0.6886	0.4513	0.6718
0.3149	10.4286	730	0.4528	0.6027	0.4528	0.6729
0.3149	10.4571	732	0.4777	0.5779	0.4777	0.6911
0.3149	10.4857	734	0.4938	0.5779	0.4938	0.7027
0.3149	10.5143	736	0.4742	0.5301	0.4742	0.6886
0.3149	10.5429	738	0.4542	0.5493	0.4542	0.6739
0.3149	10.5714	740	0.4489	0.5600	0.4489	0.6700
0.3149	10.6	742	0.4581	0.6508	0.4581	0.6768
0.3149	10.6286	744	0.4755	0.6670	0.4755	0.6895
0.3149	10.6571	746	0.4603	0.6685	0.4603	0.6785
0.3149	10.6857	748	0.4326	0.6620	0.4326	0.6577
0.3149	10.7143	750	0.4231	0.6448	0.4231	0.6505
0.3149	10.7429	752	0.4304	0.6556	0.4304	0.6560
0.3149	10.7714	754	0.4554	0.5265	0.4554	0.6748
0.3149	10.8	756	0.4654	0.5265	0.4654	0.6822
0.3149	10.8286	758	0.4580	0.5574	0.4580	0.6768
0.3149	10.8571	760	0.4512	0.6431	0.4512	0.6717
0.3149	10.8857	762	0.4617	0.5752	0.4617	0.6795
0.3149	10.9143	764	0.4905	0.5944	0.4905	0.7003
0.3149	10.9429	766	0.5072	0.5858	0.5072	0.7121
0.3149	10.9714	768	0.5288	0.5827	0.5288	0.7272
0.3149	11.0	770	0.5065	0.6038	0.5065	0.7117
0.3149	11.0286	772	0.4562	0.6318	0.4562	0.6754
0.3149	11.0571	774	0.4434	0.6300	0.4434	0.6659
0.3149	11.0857	776	0.4524	0.5752	0.4524	0.6726
0.3149	11.1143	778	0.4687	0.6105	0.4687	0.6846
0.3149	11.1429	780	0.4577	0.6187	0.4577	0.6765
0.3149	11.1714	782	0.4449	0.5631	0.4449	0.6670
0.3149	11.2	784	0.4468	0.6106	0.4468	0.6684
0.3149	11.2286	786	0.4479	0.5574	0.4479	0.6693
0.3149	11.2571	788	0.4433	0.5574	0.4433	0.6658
0.3149	11.2857	790	0.4351	0.6857	0.4351	0.6596
0.3149	11.3143	792	0.4463	0.6518	0.4463	0.6680
0.3149	11.3429	794	0.4704	0.6011	0.4704	0.6858
0.3149	11.3714	796	0.4791	0.6105	0.4791	0.6922
0.3149	11.4	798	0.4809	0.5752	0.4809	0.6935
0.3149	11.4286	800	0.4696	0.5485	0.4696	0.6853
0.3149	11.4571	802	0.4733	0.4908	0.4733	0.6879
0.3149	11.4857	804	0.4690	0.4747	0.4690	0.6848
0.3149	11.5143	806	0.4553	0.4953	0.4553	0.6748
0.3149	11.5429	808	0.4423	0.5831	0.4423	0.6651
0.3149	11.5714	810	0.4304	0.5750	0.4304	0.6560
0.3149	11.6	812	0.4229	0.6667	0.4229	0.6503
0.3149	11.6286	814	0.4212	0.6667	0.4212	0.6490
0.3149	11.6571	816	0.4182	0.6673	0.4182	0.6467
0.3149	11.6857	818	0.4143	0.7154	0.4143	0.6437
0.3149	11.7143	820	0.4143	0.6736	0.4143	0.6437
0.3149	11.7429	822	0.4250	0.6032	0.4250	0.6519
0.3149	11.7714	824	0.4035	0.6542	0.4035	0.6352
0.3149	11.8	826	0.4067	0.7246	0.4067	0.6377
0.3149	11.8286	828	0.4308	0.6592	0.4308	0.6563
0.3149	11.8571	830	0.4317	0.6592	0.4317	0.6570
0.3149	11.8857	832	0.4264	0.6950	0.4264	0.6530
0.3149	11.9143	834	0.4111	0.6852	0.4111	0.6412
0.3149	11.9429	836	0.4252	0.6612	0.4252	0.6521
0.3149	11.9714	838	0.4494	0.5882	0.4494	0.6704
0.3149	12.0	840	0.4846	0.5149	0.4846	0.6961
0.3149	12.0286	842	0.4841	0.5149	0.4841	0.6958
0.3149	12.0571	844	0.4519	0.6201	0.4519	0.6723
0.3149	12.0857	846	0.4418	0.6024	0.4418	0.6647
0.3149	12.1143	848	0.4442	0.5734	0.4442	0.6665
0.3149	12.1429	850	0.4449	0.5956	0.4449	0.6670
0.3149	12.1714	852	0.4485	0.5734	0.4485	0.6697
0.3149	12.2	854	0.4517	0.5734	0.4517	0.6721
0.3149	12.2286	856	0.4480	0.5734	0.4480	0.6694
0.3149	12.2571	858	0.4454	0.5750	0.4454	0.6674
0.3149	12.2857	860	0.4406	0.5750	0.4406	0.6638
0.3149	12.3143	862	0.4386	0.6542	0.4386	0.6623
0.3149	12.3429	864	0.4421	0.6993	0.4421	0.6649
0.3149	12.3714	866	0.4333	0.6730	0.4333	0.6583
0.3149	12.4	868	0.4300	0.5672	0.4300	0.6557
0.3149	12.4286	870	0.4363	0.5918	0.4363	0.6606
0.3149	12.4571	872	0.4459	0.5892	0.4459	0.6677
0.3149	12.4857	874	0.4750	0.5921	0.4750	0.6892
0.3149	12.5143	876	0.4768	0.6124	0.4768	0.6905
0.3149	12.5429	878	0.4486	0.5918	0.4486	0.6698
0.3149	12.5714	880	0.4289	0.6730	0.4289	0.6549
0.3149	12.6	882	0.4408	0.6691	0.4408	0.6639
0.3149	12.6286	884	0.4466	0.6507	0.4466	0.6682
0.3149	12.6571	886	0.4369	0.6870	0.4369	0.6610
0.3149	12.6857	888	0.4190	0.6975	0.4190	0.6473
0.3149	12.7143	890	0.4216	0.6210	0.4216	0.6493
0.3149	12.7429	892	0.4329	0.6575	0.4329	0.6579
0.3149	12.7714	894	0.4205	0.6656	0.4205	0.6485
0.3149	12.8	896	0.4149	0.6827	0.4149	0.6442
0.3149	12.8286	898	0.4091	0.6904	0.4091	0.6396
0.3149	12.8571	900	0.4157	0.7085	0.4157	0.6448
0.3149	12.8857	902	0.4334	0.6620	0.4334	0.6584
0.3149	12.9143	904	0.4398	0.6414	0.4398	0.6632
0.3149	12.9429	906	0.4368	0.6620	0.4368	0.6609
0.3149	12.9714	908	0.4333	0.7044	0.4333	0.6582
0.3149	13.0	910	0.4268	0.7064	0.4268	0.6533
0.3149	13.0286	912	0.4217	0.6371	0.4217	0.6494
0.3149	13.0571	914	0.4389	0.6068	0.4389	0.6625
0.3149	13.0857	916	0.4587	0.5861	0.4587	0.6773
0.3149	13.1143	918	0.4664	0.5432	0.4664	0.6830
0.3149	13.1429	920	0.4628	0.5343	0.4628	0.6803
0.3149	13.1714	922	0.4566	0.5574	0.4566	0.6758
0.3149	13.2	924	0.4542	0.6229	0.4542	0.6739
0.3149	13.2286	926	0.4622	0.6530	0.4622	0.6799
0.3149	13.2571	928	0.4718	0.6430	0.4718	0.6869
0.3149	13.2857	930	0.4677	0.5970	0.4677	0.6839
0.3149	13.3143	932	0.4466	0.6408	0.4466	0.6682
0.3149	13.3429	934	0.4508	0.6330	0.4508	0.6714
0.3149	13.3714	936	0.4622	0.6017	0.4622	0.6798
0.3149	13.4	938	0.4649	0.5584	0.4649	0.6818
0.3149	13.4286	940	0.4609	0.5584	0.4609	0.6789
0.3149	13.4571	942	0.4614	0.5815	0.4614	0.6793
0.3149	13.4857	944	0.4649	0.6807	0.4649	0.6818
0.3149	13.5143	946	0.4648	0.6616	0.4648	0.6818
0.3149	13.5429	948	0.4756	0.6599	0.4756	0.6896
0.3149	13.5714	950	0.4669	0.6313	0.4669	0.6833
0.3149	13.6	952	0.4520	0.6408	0.4520	0.6723
0.3149	13.6286	954	0.4355	0.6330	0.4355	0.6600
0.3149	13.6571	956	0.4308	0.6330	0.4308	0.6564
0.3149	13.6857	958	0.4309	0.6832	0.4309	0.6564
0.3149	13.7143	960	0.4277	0.6636	0.4277	0.6540
0.3149	13.7429	962	0.4277	0.6422	0.4277	0.6540
0.3149	13.7714	964	0.4253	0.6636	0.4253	0.6521
0.3149	13.8	966	0.4232	0.6636	0.4232	0.6506
0.3149	13.8286	968	0.4248	0.6125	0.4248	0.6518
0.3149	13.8571	970	0.4241	0.6543	0.4241	0.6512
0.3149	13.8857	972	0.4284	0.6335	0.4284	0.6545
0.3149	13.9143	974	0.4271	0.6543	0.4271	0.6535
0.3149	13.9429	976	0.4251	0.6543	0.4251	0.6520
0.3149	13.9714	978	0.4263	0.6542	0.4263	0.6529
0.3149	14.0	980	0.4279	0.6623	0.4279	0.6541
0.3149	14.0286	982	0.4344	0.6880	0.4344	0.6591
0.3149	14.0571	984	0.4390	0.6787	0.4390	0.6626
0.3149	14.0857	986	0.4378	0.6950	0.4378	0.6616
0.3149	14.1143	988	0.4268	0.6645	0.4268	0.6533
0.3149	14.1429	990	0.4352	0.7052	0.4352	0.6597
0.3149	14.1714	992	0.4373	0.5702	0.4373	0.6613
0.3149	14.2	994	0.4276	0.6477	0.4276	0.6539
0.3149	14.2286	996	0.4228	0.6435	0.4228	0.6503
0.3149	14.2571	998	0.4209	0.6435	0.4209	0.6488
0.0619	14.2857	1000	0.4154	0.6636	0.4154	0.6445
0.0619	14.3143	1002	0.4117	0.6555	0.4117	0.6416
0.0619	14.3429	1004	0.4166	0.6863	0.4166	0.6454
0.0619	14.3714	1006	0.4223	0.5960	0.4223	0.6498
0.0619	14.4	1008	0.4377	0.5747	0.4377	0.6616
0.0619	14.4286	1010	0.4401	0.5831	0.4401	0.6634
0.0619	14.4571	1012	0.4330	0.5574	0.4330	0.6581
0.0619	14.4857	1014	0.4303	0.5798	0.4303	0.6560

Framework versions

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