Arabic_FineTuningAraBERT_AugV0_k25_task2_organization_fold0

MayBashendy/Arabic_FineTuningAraBERT_AugV0_k25_task2_organization_fold0

Arabic_FineTuningAraBERT_AugV0_k25_task2_organization_fold0 is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

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1.1 GB on disk

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 19, 2024
Updated: Nov 19, 2024
SHA: d76bdf3f

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV0_k25_task2_organization_fold0

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: 0.4600
Qwk: 0.4878
Mse: 0.4600
Rmse: 0.6782

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	0.0196	2	3.3198	0.0	3.3198	1.8220
No log	0.0392	4	2.1105	0.0084	2.1105	1.4527
No log	0.0588	6	0.8992	0.0	0.8992	0.9482
No log	0.0784	8	0.6984	-0.0294	0.6984	0.8357
No log	0.0980	10	0.7403	0.0679	0.7403	0.8604
No log	0.1176	12	0.6873	0.1356	0.6873	0.8290
No log	0.1373	14	0.7802	0.1026	0.7802	0.8833
No log	0.1569	16	0.7620	0.2119	0.7620	0.8729
No log	0.1765	18	0.6754	0.1560	0.6754	0.8218
No log	0.1961	20	0.7711	0.0679	0.7711	0.8781
No log	0.2157	22	0.8014	0.0679	0.8014	0.8952
No log	0.2353	24	0.7940	0.0	0.7940	0.8911
No log	0.2549	26	0.7313	0.0	0.7313	0.8552
No log	0.2745	28	0.7200	0.2553	0.7200	0.8485
No log	0.2941	30	0.7533	-0.0087	0.7533	0.8679
No log	0.3137	32	0.7398	-0.0312	0.7398	0.8601
No log	0.3333	34	0.6985	0.0916	0.6985	0.8358
No log	0.3529	36	0.7282	0.0679	0.7282	0.8534
No log	0.3725	38	0.7380	0.0679	0.7380	0.8591
No log	0.3922	40	0.6842	0.0099	0.6842	0.8272
No log	0.4118	42	0.6792	0.1560	0.6792	0.8241
No log	0.4314	44	0.6784	-0.0294	0.6784	0.8236
No log	0.4510	46	0.6928	0.1558	0.6928	0.8323
No log	0.4706	48	0.6886	0.0916	0.6886	0.8298
No log	0.4902	50	0.8400	0.2188	0.8400	0.9165
No log	0.5098	52	0.8861	0.0	0.8861	0.9413
No log	0.5294	54	0.7724	0.0	0.7724	0.8788
No log	0.5490	56	0.6743	0.1985	0.6743	0.8211
No log	0.5686	58	0.6892	0.0265	0.6892	0.8302
No log	0.5882	60	0.6804	0.0265	0.6804	0.8249
No log	0.6078	62	0.6419	0.1765	0.6419	0.8012
No log	0.6275	64	0.6868	0.0	0.6868	0.8287
No log	0.6471	66	0.8071	0.1398	0.8071	0.8984
No log	0.6667	68	0.7975	0.1398	0.7975	0.8930
No log	0.6863	70	0.7096	0.0	0.7096	0.8424
No log	0.7059	72	0.6289	0.1141	0.6289	0.7930
No log	0.7255	74	0.6189	0.0503	0.6189	0.7867
No log	0.7451	76	0.5856	0.1141	0.5856	0.7652
No log	0.7647	78	0.5631	0.3546	0.5631	0.7504
No log	0.7843	80	0.5586	-0.0153	0.5586	0.7474
No log	0.8039	82	0.6107	0.0	0.6107	0.7815
No log	0.8235	84	0.6401	0.0	0.6401	0.8001
No log	0.8431	86	0.5935	0.0679	0.5935	0.7704
No log	0.8627	88	0.5933	0.1558	0.5933	0.7703
No log	0.8824	90	0.6012	0.1340	0.6012	0.7753
No log	0.9020	92	0.6725	0.0	0.6725	0.8201
No log	0.9216	94	0.7420	0.0	0.7420	0.8614
No log	0.9412	96	0.6822	0.0	0.6822	0.8260
No log	0.9608	98	0.5955	0.1340	0.5955	0.7717
No log	0.9804	100	0.5434	0.4407	0.5434	0.7372
No log	1.0	102	0.5500	0.5734	0.5500	0.7416
No log	1.0196	104	0.5062	0.5734	0.5062	0.7115
No log	1.0392	106	0.4839	0.4268	0.4839	0.6956
No log	1.0588	108	0.5208	0.1340	0.5208	0.7217
No log	1.0784	110	0.6040	0.0679	0.6040	0.7771
No log	1.0980	112	0.5244	0.1340	0.5244	0.7242
No log	1.1176	114	0.4446	0.4539	0.4446	0.6668
No log	1.1373	116	0.4781	0.5312	0.4781	0.6915
No log	1.1569	118	0.5134	0.3974	0.5134	0.7165
No log	1.1765	120	0.4693	0.5734	0.4693	0.6850
No log	1.1961	122	0.4663	0.5734	0.4663	0.6829
No log	1.2157	124	0.4541	0.5846	0.4541	0.6739
No log	1.2353	126	0.4682	0.6075	0.4682	0.6843
No log	1.2549	128	0.4754	0.5635	0.4754	0.6895
No log	1.2745	130	0.4595	0.3971	0.4595	0.6779
No log	1.2941	132	0.4393	0.3865	0.4393	0.6628
No log	1.3137	134	0.4736	0.3318	0.4736	0.6882
No log	1.3333	136	0.4363	0.3971	0.4363	0.6605
No log	1.3529	138	0.4378	0.4400	0.4378	0.6617
No log	1.3725	140	0.5082	0.4772	0.5082	0.7129
No log	1.3922	142	0.4879	0.4400	0.4879	0.6985
No log	1.4118	144	0.5178	0.2967	0.5178	0.7196
No log	1.4314	146	0.5623	0.1141	0.5623	0.7499
No log	1.4510	148	0.5875	0.1340	0.5875	0.7665
No log	1.4706	150	0.6347	0.2727	0.6347	0.7967
No log	1.4902	152	0.6399	0.25	0.6399	0.8000
No log	1.5098	154	0.5486	0.4772	0.5486	0.7407
No log	1.5294	156	0.5323	0.4809	0.5323	0.7296
No log	1.5490	158	0.5327	0.1765	0.5327	0.7299
No log	1.5686	160	0.5072	0.4112	0.5072	0.7122
No log	1.5882	162	0.4931	0.2373	0.4931	0.7022
No log	1.6078	164	0.5753	0.1340	0.5753	0.7585
No log	1.6275	166	0.7741	0.1840	0.7741	0.8798
No log	1.6471	168	0.8377	0.1840	0.8377	0.9152
No log	1.6667	170	0.7631	0.1840	0.7631	0.8735
No log	1.6863	172	0.6265	0.2000	0.6265	0.7915
No log	1.7059	174	0.5174	0.0916	0.5174	0.7193
No log	1.7255	176	0.5101	0.1558	0.5101	0.7142
No log	1.7451	178	0.5382	0.2881	0.5382	0.7336
No log	1.7647	180	0.6608	0.3277	0.6608	0.8129
No log	1.7843	182	0.7594	0.4068	0.7594	0.8714
No log	1.8039	184	0.6651	0.3333	0.6651	0.8155
No log	1.8235	186	0.5247	0.3771	0.5247	0.7243
No log	1.8431	188	0.4655	0.0735	0.4655	0.6822
No log	1.8627	190	0.4553	0.1356	0.4553	0.6748
No log	1.8824	192	0.4813	0.2759	0.4813	0.6938
No log	1.9020	194	0.4677	0.2881	0.4677	0.6839
No log	1.9216	196	0.4540	0.3396	0.4540	0.6738
No log	1.9412	198	0.4202	0.4923	0.4202	0.6482
No log	1.9608	200	0.4250	0.4923	0.4250	0.6519
No log	1.9804	202	0.4272	0.4923	0.4272	0.6536
No log	2.0	204	0.4125	0.6075	0.4125	0.6422
No log	2.0196	206	0.4348	0.3824	0.4348	0.6594
No log	2.0392	208	0.4289	0.4407	0.4289	0.6549
No log	2.0588	210	0.4230	0.5635	0.4230	0.6504
No log	2.0784	212	0.4242	0.5635	0.4242	0.6513
No log	2.0980	214	0.4263	0.5635	0.4263	0.6529
No log	2.1176	216	0.4238	0.5635	0.4238	0.6510
No log	2.1373	218	0.4203	0.4112	0.4203	0.6483
No log	2.1569	220	0.4244	0.1356	0.4244	0.6515
No log	2.1765	222	0.4153	0.4522	0.4153	0.6445
No log	2.1961	224	0.4075	0.3546	0.4075	0.6383
No log	2.2157	226	0.3964	0.5635	0.3964	0.6296
No log	2.2353	228	0.4131	0.5093	0.4131	0.6428
No log	2.2549	230	0.4519	0.2373	0.4519	0.6722
No log	2.2745	232	0.4552	0.1765	0.4552	0.6747
No log	2.2941	234	0.4263	0.3546	0.4263	0.6529
No log	2.3137	236	0.4071	0.5093	0.4071	0.6380
No log	2.3333	238	0.4057	0.4522	0.4057	0.6369
No log	2.3529	240	0.4151	0.4522	0.4151	0.6443
No log	2.3725	242	0.4203	0.5093	0.4203	0.6483
No log	2.3922	244	0.4391	0.3546	0.4391	0.6627
No log	2.4118	246	0.4586	0.3546	0.4586	0.6772
No log	2.4314	248	0.4799	0.1141	0.4799	0.6928
No log	2.4510	250	0.4980	0.1141	0.4980	0.7057
No log	2.4706	252	0.4982	0.1141	0.4982	0.7058
No log	2.4902	254	0.4992	0.1141	0.4992	0.7065
No log	2.5098	256	0.5133	0.1985	0.5133	0.7164
No log	2.5294	258	0.5435	0.1985	0.5435	0.7372
No log	2.5490	260	0.5550	0.1985	0.5550	0.7450
No log	2.5686	262	0.5356	0.1985	0.5356	0.7319
No log	2.5882	264	0.4896	0.1985	0.4896	0.6997
No log	2.6078	266	0.4602	0.3546	0.4602	0.6784
No log	2.6275	268	0.4913	0.5312	0.4913	0.7010
No log	2.6471	270	0.5258	0.5312	0.5258	0.7251
No log	2.6667	272	0.4889	0.5312	0.4889	0.6992
No log	2.6863	274	0.4251	0.5205	0.4251	0.6520
No log	2.7059	276	0.4546	0.3163	0.4546	0.6743
No log	2.7255	278	0.5391	0.4177	0.5391	0.7342
No log	2.7451	280	0.5336	0.4177	0.5336	0.7305
No log	2.7647	282	0.4579	0.3846	0.4579	0.6767
No log	2.7843	284	0.4182	0.4712	0.4182	0.6467
No log	2.8039	286	0.4145	0.5992	0.4145	0.6438
No log	2.8235	288	0.4148	0.5992	0.4148	0.6440
No log	2.8431	290	0.4240	0.4772	0.4240	0.6512
No log	2.8627	292	0.4506	0.3396	0.4506	0.6713
No log	2.8824	294	0.4648	0.3771	0.4648	0.6818
No log	2.9020	296	0.4633	0.3771	0.4633	0.6806
No log	2.9216	298	0.4425	0.3865	0.4425	0.6652
No log	2.9412	300	0.4392	0.5333	0.4392	0.6627
No log	2.9608	302	0.4366	0.5333	0.4366	0.6608
No log	2.9804	304	0.4344	0.4772	0.4344	0.6591
No log	3.0	306	0.4401	0.4712	0.4401	0.6634
No log	3.0196	308	0.4688	0.5045	0.4688	0.6847
No log	3.0392	310	0.4765	0.5045	0.4765	0.6903
No log	3.0588	312	0.4265	0.5045	0.4265	0.6530
No log	3.0784	314	0.4006	0.4665	0.4006	0.6329
No log	3.0980	316	0.4016	0.6164	0.4016	0.6337
No log	3.1176	318	0.3831	0.8327	0.3831	0.6190
No log	3.1373	320	0.3881	0.5157	0.3881	0.6229
No log	3.1569	322	0.4240	0.4167	0.4240	0.6512
No log	3.1765	324	0.4553	0.4167	0.4553	0.6748
No log	3.1961	326	0.4654	0.3811	0.4654	0.6822
No log	3.2157	328	0.4952	0.3811	0.4952	0.7037
No log	3.2353	330	0.4682	0.3811	0.4682	0.6843
No log	3.2549	332	0.4232	0.4394	0.4232	0.6505
No log	3.2745	334	0.4079	0.6197	0.4079	0.6386
No log	3.2941	336	0.4111	0.5935	0.4111	0.6412
No log	3.3137	338	0.4189	0.5093	0.4189	0.6472
No log	3.3333	340	0.4370	0.4878	0.4370	0.6611
No log	3.3529	342	0.4879	0.3396	0.4879	0.6985
No log	3.3725	344	0.4972	0.4154	0.4972	0.7051
No log	3.3922	346	0.4752	0.3771	0.4752	0.6893
No log	3.4118	348	0.4570	0.3029	0.4570	0.6760
No log	3.4314	350	0.4711	0.1978	0.4711	0.6864
No log	3.4510	352	0.5093	0.4154	0.5093	0.7136
No log	3.4706	354	0.4799	0.1978	0.4799	0.6927
No log	3.4902	356	0.4539	0.4000	0.4539	0.6737
No log	3.5098	358	0.4621	0.4000	0.4621	0.6798
No log	3.5294	360	0.5173	0.2759	0.5173	0.7193
No log	3.5490	362	0.5323	0.3163	0.5323	0.7296
No log	3.5686	364	0.4977	0.2759	0.4977	0.7055
No log	3.5882	366	0.4713	0.2533	0.4713	0.6865
No log	3.6078	368	0.4566	0.5093	0.4566	0.6757
No log	3.6275	370	0.4565	0.5093	0.4565	0.6757
No log	3.6471	372	0.4722	0.2364	0.4722	0.6871
No log	3.6667	374	0.5304	0.3811	0.5304	0.7283
No log	3.6863	376	0.5528	0.4177	0.5528	0.7435
No log	3.7059	378	0.5194	0.3811	0.5194	0.7207
No log	3.7255	380	0.4813	0.3396	0.4813	0.6938
No log	3.7451	382	0.4716	0.2364	0.4716	0.6868
No log	3.7647	384	0.4637	0.1141	0.4637	0.6809
No log	3.7843	386	0.4588	0.2373	0.4588	0.6774
No log	3.8039	388	0.4615	0.2794	0.4615	0.6793
No log	3.8235	390	0.4702	0.1558	0.4702	0.6857
No log	3.8431	392	0.4642	0.1985	0.4642	0.6813
No log	3.8627	394	0.4729	0.1985	0.4729	0.6877
No log	3.8824	396	0.4877	0.1340	0.4877	0.6984
No log	3.9020	398	0.5184	0.2588	0.5184	0.7200
No log	3.9216	400	0.4835	0.1985	0.4835	0.6953
No log	3.9412	402	0.4403	0.3226	0.4403	0.6635
No log	3.9608	404	0.4115	0.5635	0.4115	0.6415
No log	3.9804	406	0.3988	0.5635	0.3988	0.6315
No log	4.0	408	0.3992	0.6164	0.3992	0.6319
No log	4.0196	410	0.3978	0.6164	0.3978	0.6307
No log	4.0392	412	0.3876	0.5635	0.3876	0.6226
No log	4.0588	414	0.4036	0.5435	0.4036	0.6353
No log	4.0784	416	0.4033	0.5435	0.4033	0.6351
No log	4.0980	418	0.4065	0.5435	0.4065	0.6376
No log	4.1176	420	0.4180	0.6585	0.4180	0.6465
No log	4.1373	422	0.3856	0.5435	0.3856	0.6210
No log	4.1569	424	0.3729	0.5635	0.3729	0.6107
No log	4.1765	426	0.3702	0.5635	0.3702	0.6084
No log	4.1961	428	0.3581	0.7539	0.3581	0.5984
No log	4.2157	430	0.3650	0.6500	0.3650	0.6041
No log	4.2353	432	0.3639	0.6500	0.3639	0.6033
No log	4.2549	434	0.3463	0.6021	0.3463	0.5885
No log	4.2745	436	0.3376	0.6719	0.3376	0.5810
No log	4.2941	438	0.3336	0.6272	0.3336	0.5776
No log	4.3137	440	0.3663	0.6982	0.3663	0.6052
No log	4.3333	442	0.4030	0.6038	0.4030	0.6348
No log	4.3529	444	0.3887	0.6585	0.3887	0.6235
No log	4.3725	446	0.3769	0.5935	0.3769	0.6139
No log	4.3922	448	0.3797	0.5935	0.3797	0.6162
No log	4.4118	450	0.3828	0.5935	0.3828	0.6187
No log	4.4314	452	0.3890	0.5635	0.3890	0.6237
No log	4.4510	454	0.3891	0.5635	0.3891	0.6238
No log	4.4706	456	0.3945	0.6653	0.3945	0.6281
No log	4.4902	458	0.4018	0.6653	0.4018	0.6339
No log	4.5098	460	0.4165	0.6197	0.4165	0.6454
No log	4.5294	462	0.4182	0.6197	0.4182	0.6467
No log	4.5490	464	0.4203	0.5093	0.4203	0.6483
No log	4.5686	466	0.4169	0.4665	0.4169	0.6457
No log	4.5882	468	0.4170	0.5093	0.4170	0.6458
No log	4.6078	470	0.4244	0.6197	0.4244	0.6515
No log	4.6275	472	0.4387	0.4394	0.4387	0.6623
No log	4.6471	474	0.4372	0.4878	0.4372	0.6612
No log	4.6667	476	0.4195	0.6653	0.4195	0.6477
No log	4.6863	478	0.4098	0.6653	0.4098	0.6402
No log	4.7059	480	0.4077	0.6719	0.4077	0.6385
No log	4.7255	482	0.4080	0.7101	0.4080	0.6387
No log	4.7451	484	0.4220	0.6197	0.4220	0.6496
No log	4.7647	486	0.4675	0.4878	0.4675	0.6837
No log	4.7843	488	0.5282	0.3396	0.5282	0.7268
No log	4.8039	490	0.5331	0.3396	0.5331	0.7301
No log	4.8235	492	0.4960	0.3029	0.4960	0.7043
No log	4.8431	494	0.4666	0.4000	0.4666	0.6831
No log	4.8627	496	0.4512	0.5435	0.4512	0.6717
No log	4.8824	498	0.4450	0.4539	0.4450	0.6671
0.2603	4.9020	500	0.4498	0.4539	0.4498	0.6707
0.2603	4.9216	502	0.4597	0.4539	0.4597	0.6780
0.2603	4.9412	504	0.4814	0.4000	0.4814	0.6938
0.2603	4.9608	506	0.4806	0.4000	0.4806	0.6933
0.2603	4.9804	508	0.4850	0.4000	0.4850	0.6964
0.2603	5.0	510	0.5134	0.1978	0.5134	0.7165
0.2603	5.0196	512	0.5263	0.3396	0.5263	0.7255
0.2603	5.0392	514	0.5069	0.3029	0.5069	0.7120
0.2603	5.0588	516	0.4693	0.4878	0.4693	0.6851
0.2603	5.0784	518	0.4390	0.6197	0.4390	0.6626
0.2603	5.0980	520	0.4333	0.6197	0.4333	0.6583
0.2603	5.1176	522	0.4444	0.6197	0.4444	0.6667
0.2603	5.1373	524	0.4522	0.6197	0.4522	0.6724
0.2603	5.1569	526	0.4570	0.6197	0.4570	0.6760
0.2603	5.1765	528	0.4560	0.6197	0.4560	0.6753
0.2603	5.1961	530	0.4707	0.3532	0.4707	0.6861
0.2603	5.2157	532	0.4650	0.6197	0.4650	0.6819
0.2603	5.2353	534	0.4497	0.5435	0.4497	0.6706
0.2603	5.2549	536	0.4474	0.5093	0.4474	0.6689
0.2603	5.2745	538	0.4564	0.5093	0.4564	0.6755
0.2603	5.2941	540	0.4705	0.4539	0.4705	0.6859
0.2603	5.3137	542	0.4870	0.2533	0.4870	0.6979
0.2603	5.3333	544	0.5110	0.3396	0.5110	0.7148
0.2603	5.3529	546	0.5231	0.3463	0.5231	0.7232
0.2603	5.3725	548	0.4981	0.3463	0.4981	0.7058
0.2603	5.3922	550	0.4787	0.3900	0.4787	0.6919
0.2603	5.4118	552	0.4680	0.5257	0.4680	0.6841
0.2603	5.4314	554	0.4480	0.5435	0.4480	0.6693
0.2603	5.4510	556	0.4449	0.5435	0.4449	0.6670
0.2603	5.4706	558	0.4500	0.5435	0.4500	0.6708
0.2603	5.4902	560	0.4591	0.5846	0.4591	0.6776
0.2603	5.5098	562	0.4627	0.4400	0.4627	0.6802
0.2603	5.5294	564	0.4601	0.5257	0.4601	0.6783
0.2603	5.5490	566	0.4545	0.5435	0.4545	0.6741
0.2603	5.5686	568	0.4566	0.5257	0.4566	0.6757
0.2603	5.5882	570	0.4545	0.6585	0.4545	0.6741
0.2603	5.6078	572	0.4504	0.6197	0.4504	0.6711
0.2603	5.6275	574	0.4373	0.5032	0.4373	0.6613
0.2603	5.6471	576	0.4323	0.5817	0.4323	0.6575
0.2603	5.6667	578	0.4330	0.6067	0.4330	0.6580
0.2603	5.6863	580	0.4502	0.6427	0.4502	0.6710
0.2603	5.7059	582	0.4722	0.5191	0.4722	0.6872
0.2603	5.7255	584	0.4698	0.5191	0.4698	0.6854
0.2603	5.7451	586	0.4592	0.6427	0.4592	0.6776
0.2603	5.7647	588	0.4319	0.6067	0.4319	0.6572
0.2603	5.7843	590	0.4094	0.6140	0.4094	0.6398
0.2603	5.8039	592	0.4111	0.5205	0.4111	0.6412
0.2603	5.8235	594	0.4088	0.4665	0.4088	0.6393
0.2603	5.8431	596	0.4077	0.6272	0.4077	0.6385
0.2603	5.8627	598	0.4075	0.6272	0.4075	0.6384
0.2603	5.8824	600	0.4115	0.6067	0.4115	0.6415
0.2603	5.9020	602	0.4133	0.6067	0.4133	0.6429
0.2603	5.9216	604	0.4082	0.6067	0.4082	0.6389
0.2603	5.9412	606	0.3907	0.6140	0.3907	0.6251
0.2603	5.9608	608	0.3849	0.6272	0.3849	0.6204
0.2603	5.9804	610	0.3869	0.6021	0.3869	0.6220
0.2603	6.0	612	0.3832	0.6272	0.3832	0.6190
0.2603	6.0196	614	0.3892	0.6140	0.3892	0.6238
0.2603	6.0392	616	0.3939	0.6272	0.3939	0.6276
0.2603	6.0588	618	0.3940	0.5532	0.3940	0.6277
0.2603	6.0784	620	0.3950	0.5532	0.3950	0.6285
0.2603	6.0980	622	0.3967	0.4665	0.3967	0.6299
0.2603	6.1176	624	0.4035	0.5205	0.4035	0.6352
0.2603	6.1373	626	0.4030	0.5205	0.4030	0.6348
0.2603	6.1569	628	0.3949	0.6021	0.3949	0.6284
0.2603	6.1765	630	0.3906	0.6021	0.3906	0.6250
0.2603	6.1961	632	0.3879	0.5935	0.3879	0.6228
0.2603	6.2157	634	0.4018	0.5435	0.4018	0.6339
0.2603	6.2353	636	0.4479	0.6427	0.4479	0.6692
0.2603	6.2549	638	0.4828	0.4740	0.4828	0.6948
0.2603	6.2745	640	0.4936	0.3463	0.4936	0.7025
0.2603	6.2941	642	0.5003	0.3463	0.5003	0.7073
0.2603	6.3137	644	0.4934	0.4740	0.4934	0.7025
0.2603	6.3333	646	0.4891	0.3900	0.4891	0.6994
0.2603	6.3529	648	0.4832	0.3467	0.4832	0.6951
0.2603	6.3725	650	0.4787	0.3467	0.4787	0.6919
0.2603	6.3922	652	0.4672	0.5435	0.4672	0.6835
0.2603	6.4118	654	0.4556	0.5435	0.4556	0.6750
0.2603	6.4314	656	0.4444	0.5435	0.4444	0.6667
0.2603	6.4510	658	0.4399	0.5435	0.4399	0.6633
0.2603	6.4706	660	0.4477	0.5352	0.4477	0.6691
0.2603	6.4902	662	0.4732	0.4878	0.4732	0.6879
0.2603	6.5098	664	0.4897	0.3532	0.4897	0.6998
0.2603	6.5294	666	0.4803	0.4878	0.4803	0.6930
0.2603	6.5490	668	0.4710	0.5352	0.4710	0.6863
0.2603	6.5686	670	0.4562	0.5352	0.4562	0.6754
0.2603	6.5882	672	0.4412	0.5093	0.4412	0.6642
0.2603	6.6078	674	0.4467	0.5093	0.4467	0.6683
0.2603	6.6275	676	0.4556	0.4539	0.4556	0.6750
0.2603	6.6471	678	0.4686	0.4539	0.4686	0.6845
0.2603	6.6667	680	0.4708	0.4539	0.4708	0.6861
0.2603	6.6863	682	0.4728	0.4539	0.4728	0.6876
0.2603	6.7059	684	0.4988	0.4539	0.4988	0.7063
0.2603	6.7255	686	0.5272	0.2373	0.5272	0.7261
0.2603	6.7451	688	0.5350	0.2373	0.5350	0.7315
0.2603	6.7647	690	0.5367	0.2373	0.5367	0.7326
0.2603	6.7843	692	0.5172	0.2373	0.5172	0.7191
0.2603	6.8039	694	0.5219	0.2373	0.5219	0.7224
0.2603	6.8235	696	0.5424	0.3467	0.5424	0.7365
0.2603	6.8431	698	0.5460	0.3532	0.5460	0.7389
0.2603	6.8627	700	0.5569	0.2158	0.5569	0.7463
0.2603	6.8824	702	0.5539	0.2158	0.5539	0.7442
0.2603	6.9020	704	0.5310	0.3532	0.5310	0.7287
0.2603	6.9216	706	0.5128	0.3971	0.5128	0.7161
0.2603	6.9412	708	0.5199	0.4923	0.5199	0.7211
0.2603	6.9608	710	0.5300	0.2516	0.5300	0.7280
0.2603	6.9804	712	0.5396	0.2516	0.5396	0.7346
0.2603	7.0	714	0.5465	0.2516	0.5465	0.7393
0.2603	7.0196	716	0.5507	0.2881	0.5507	0.7421
0.2603	7.0392	718	0.5466	0.2881	0.5466	0.7393
0.2603	7.0588	720	0.5334	0.2881	0.5334	0.7304
0.2603	7.0784	722	0.5088	0.3865	0.5088	0.7133
0.2603	7.0980	724	0.4795	0.4923	0.4795	0.6924
0.2603	7.1176	726	0.4496	0.4539	0.4496	0.6706
0.2603	7.1373	728	0.4242	0.5093	0.4242	0.6513
0.2603	7.1569	730	0.4148	0.5635	0.4148	0.6440
0.2603	7.1765	732	0.4070	0.5635	0.4070	0.6379
0.2603	7.1961	734	0.4080	0.5093	0.4080	0.6387
0.2603	7.2157	736	0.4275	0.5352	0.4275	0.6538
0.2603	7.2353	738	0.4590	0.5633	0.4590	0.6775
0.2603	7.2549	740	0.4798	0.5633	0.4798	0.6927
0.2603	7.2745	742	0.4803	0.5633	0.4803	0.6930
0.2603	7.2941	744	0.4556	0.5633	0.4556	0.6750
0.2603	7.3137	746	0.4224	0.6067	0.4224	0.6499
0.2603	7.3333	748	0.4025	0.5817	0.4025	0.6344
0.2603	7.3529	750	0.4040	0.5532	0.4040	0.6356
0.2603	7.3725	752	0.4078	0.5817	0.4078	0.6386
0.2603	7.3922	754	0.4103	0.5817	0.4103	0.6405
0.2603	7.4118	756	0.4014	0.5444	0.4014	0.6335
0.2603	7.4314	758	0.3993	0.5205	0.3993	0.6319
0.2603	7.4510	760	0.4026	0.5205	0.4026	0.6345
0.2603	7.4706	762	0.4055	0.5205	0.4055	0.6368
0.2603	7.4902	764	0.4195	0.4665	0.4195	0.6477
0.2603	7.5098	766	0.4362	0.4522	0.4362	0.6605
0.2603	7.5294	768	0.4545	0.4878	0.4545	0.6741
0.2603	7.5490	770	0.4844	0.5633	0.4844	0.6960
0.2603	7.5686	772	0.5077	0.4389	0.5077	0.7125
0.2603	7.5882	774	0.5197	0.4389	0.5197	0.7209
0.2603	7.6078	776	0.5167	0.4389	0.5167	0.7188
0.2603	7.6275	778	0.5095	0.4389	0.5095	0.7138
0.2603	7.6471	780	0.5088	0.4389	0.5088	0.7133
0.2603	7.6667	782	0.4969	0.4389	0.4969	0.7049
0.2603	7.6863	784	0.4875	0.4389	0.4875	0.6982
0.2603	7.7059	786	0.4830	0.5633	0.4830	0.6950
0.2603	7.7255	788	0.4832	0.5633	0.4832	0.6951
0.2603	7.7451	790	0.4697	0.5633	0.4697	0.6853
0.2603	7.7647	792	0.4717	0.5633	0.4717	0.6868
0.2603	7.7843	794	0.4652	0.5633	0.4652	0.6820
0.2603	7.8039	796	0.4558	0.5633	0.4558	0.6751
0.2603	7.8235	798	0.4453	0.4980	0.4453	0.6673
0.2603	7.8431	800	0.4544	0.5281	0.4544	0.6741
0.2603	7.8627	802	0.4716	0.5281	0.4716	0.6867
0.2603	7.8824	804	0.4773	0.5281	0.4773	0.6909
0.2603	7.9020	806	0.4688	0.4507	0.4688	0.6847
0.2603	7.9216	808	0.4548	0.4878	0.4548	0.6744
0.2603	7.9412	810	0.4416	0.4522	0.4416	0.6645
0.2603	7.9608	812	0.4261	0.4638	0.4261	0.6528
0.2603	7.9804	814	0.4170	0.4665	0.4170	0.6457
0.2603	8.0	816	0.4107	0.4665	0.4107	0.6409
0.2603	8.0196	818	0.4112	0.5205	0.4112	0.6413
0.2603	8.0392	820	0.4114	0.4665	0.4114	0.6414
0.2603	8.0588	822	0.4140	0.4665	0.4140	0.6434
0.2603	8.0784	824	0.4220	0.4665	0.4220	0.6496
0.2603	8.0980	826	0.4418	0.4522	0.4418	0.6647
0.2603	8.1176	828	0.4761	0.3532	0.4761	0.6900
0.2603	8.1373	830	0.5016	0.4389	0.5016	0.7082
0.2603	8.1569	832	0.5108	0.4389	0.5108	0.7147
0.2603	8.1765	834	0.5104	0.4740	0.5104	0.7144
0.2603	8.1961	836	0.5055	0.4389	0.5055	0.7110
0.2603	8.2157	838	0.5045	0.4389	0.5045	0.7103
0.2603	8.2353	840	0.5079	0.4740	0.5079	0.7127
0.2603	8.2549	842	0.4997	0.4389	0.4997	0.7069
0.2603	8.2745	844	0.4824	0.3532	0.4824	0.6945
0.2603	8.2941	846	0.4750	0.3532	0.4750	0.6892
0.2603	8.3137	848	0.4697	0.4522	0.4697	0.6853
0.2603	8.3333	850	0.4631	0.4129	0.4631	0.6806
0.2603	8.3529	852	0.4568	0.4112	0.4568	0.6759
0.2603	8.3725	854	0.4589	0.4112	0.4589	0.6774
0.2603	8.3922	856	0.4647	0.4112	0.4647	0.6817
0.2603	8.4118	858	0.4738	0.4112	0.4738	0.6883
0.2603	8.4314	860	0.4829	0.3546	0.4829	0.6949
0.2603	8.4510	862	0.4933	0.1962	0.4933	0.7023
0.2603	8.4706	864	0.4896	0.3546	0.4896	0.6997
0.2603	8.4902	866	0.4761	0.3546	0.4761	0.6900
0.2603	8.5098	868	0.4620	0.4112	0.4620	0.6797
0.2603	8.5294	870	0.4513	0.4539	0.4513	0.6718
0.2603	8.5490	872	0.4447	0.4539	0.4447	0.6669
0.2603	8.5686	874	0.4398	0.4539	0.4398	0.6631
0.2603	8.5882	876	0.4407	0.4539	0.4407	0.6639
0.2603	8.6078	878	0.4460	0.4539	0.4460	0.6679
0.2603	8.6275	880	0.4519	0.5435	0.4519	0.6722
0.2603	8.6471	882	0.4451	0.5435	0.4451	0.6672
0.2603	8.6667	884	0.4452	0.5435	0.4452	0.6672
0.2603	8.6863	886	0.4495	0.5352	0.4495	0.6704
0.2603	8.7059	888	0.4521	0.4878	0.4521	0.6724
0.2603	8.7255	890	0.4538	0.4878	0.4538	0.6736
0.2603	8.7451	892	0.4528	0.4923	0.4528	0.6729
0.2603	8.7647	894	0.4546	0.3971	0.4546	0.6743
0.2603	8.7843	896	0.4663	0.4923	0.4663	0.6829
0.2603	8.8039	898	0.4728	0.4923	0.4728	0.6876
0.2603	8.8235	900	0.4787	0.4923	0.4787	0.6919
0.2603	8.8431	902	0.4818	0.4878	0.4818	0.6942
0.2603	8.8627	904	0.4825	0.4878	0.4825	0.6946
0.2603	8.8824	906	0.4838	0.4878	0.4838	0.6955
0.2603	8.9020	908	0.4821	0.4923	0.4821	0.6943
0.2603	8.9216	910	0.4793	0.4923	0.4793	0.6923
0.2603	8.9412	912	0.4716	0.3971	0.4716	0.6867
0.2603	8.9608	914	0.4698	0.4000	0.4698	0.6854
0.2603	8.9804	916	0.4700	0.4878	0.4700	0.6856
0.2603	9.0	918	0.4710	0.4878	0.4710	0.6863
0.2603	9.0196	920	0.4752	0.4878	0.4752	0.6893
0.2603	9.0392	922	0.4836	0.4878	0.4836	0.6954
0.2603	9.0588	924	0.4859	0.4878	0.4859	0.6971
0.2603	9.0784	926	0.4820	0.4878	0.4820	0.6943
0.2603	9.0980	928	0.4832	0.4878	0.4832	0.6951
0.2603	9.1176	930	0.4855	0.5633	0.4855	0.6968
0.2603	9.1373	932	0.4889	0.5633	0.4889	0.6992
0.2603	9.1569	934	0.4942	0.4389	0.4942	0.7030
0.2603	9.1765	936	0.5035	0.4389	0.5035	0.7095
0.2603	9.1961	938	0.5126	0.4389	0.5126	0.7159
0.2603	9.2157	940	0.5171	0.4389	0.5171	0.7191
0.2603	9.2353	942	0.5166	0.4389	0.5166	0.7187
0.2603	9.2549	944	0.5155	0.4389	0.5155	0.7180
0.2603	9.2745	946	0.5113	0.4389	0.5113	0.7150
0.2603	9.2941	948	0.5050	0.4389	0.5050	0.7106
0.2603	9.3137	950	0.4960	0.4389	0.4960	0.7043
0.2603	9.3333	952	0.4905	0.4389	0.4905	0.7004
0.2603	9.3529	954	0.4831	0.5633	0.4831	0.6950
0.2603	9.3725	956	0.4756	0.4878	0.4756	0.6896
0.2603	9.3922	958	0.4689	0.4878	0.4689	0.6848
0.2603	9.4118	960	0.4684	0.4878	0.4684	0.6844
0.2603	9.4314	962	0.4708	0.4878	0.4708	0.6861
0.2603	9.4510	964	0.4736	0.4878	0.4736	0.6882
0.2603	9.4706	966	0.4762	0.4878	0.4762	0.6901
0.2603	9.4902	968	0.4762	0.4878	0.4762	0.6901
0.2603	9.5098	970	0.4748	0.4878	0.4748	0.6891
0.2603	9.5294	972	0.4709	0.4878	0.4709	0.6862
0.2603	9.5490	974	0.4667	0.4878	0.4667	0.6832
0.2603	9.5686	976	0.4640	0.4878	0.4640	0.6812
0.2603	9.5882	978	0.4637	0.4878	0.4637	0.6810
0.2603	9.6078	980	0.4658	0.4878	0.4658	0.6825
0.2603	9.6275	982	0.4684	0.4878	0.4684	0.6844
0.2603	9.6471	984	0.4666	0.4878	0.4666	0.6831
0.2603	9.6667	986	0.4647	0.4878	0.4647	0.6817
0.2603	9.6863	988	0.4618	0.4878	0.4618	0.6796
0.2603	9.7059	990	0.4593	0.4878	0.4593	0.6777
0.2603	9.7255	992	0.4581	0.5352	0.4581	0.6769
0.2603	9.7451	994	0.4564	0.5352	0.4564	0.6756
0.2603	9.7647	996	0.4550	0.5352	0.4550	0.6745
0.2603	9.7843	998	0.4544	0.5352	0.4544	0.6741
0.0719	9.8039	1000	0.4546	0.5352	0.4546	0.6743
0.0719	9.8235	1002	0.4542	0.5352	0.4542	0.6739
0.0719	9.8431	1004	0.4544	0.5352	0.4544	0.6741
0.0719	9.8627	1006	0.4556	0.5352	0.4556	0.6750
0.0719	9.8824	1008	0.4566	0.5352	0.4566	0.6758
0.0719	9.9020	1010	0.4571	0.5352	0.4571	0.6761
0.0719	9.9216	1012	0.4580	0.4878	0.4580	0.6768
0.0719	9.9412	1014	0.4589	0.4878	0.4589	0.6774
0.0719	9.9608	1016	0.4595	0.4878	0.4595	0.6779
0.0719	9.9804	1018	0.4599	0.4878	0.4599	0.6781
0.0719	10.0	1020	0.4600	0.4878	0.4600	0.6782

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 19, 2024
Updated: Nov 19, 2024