Arabic_FineTuningAraBERT_AugV5_k20_task5_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV5_k20_task5_organization_fold1

Arabic_FineTuningAraBERT_AugV5_k20_task5_organization_fold1 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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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 25, 2024
Updated: Nov 25, 2024
SHA: f1f410b6

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV5_k20_task5_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: 0.7190
Qwk: 0.7418
Mse: 0.7190
Rmse: 0.8479

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	0.0208	2	3.7011	-0.0414	3.7011	1.9238
No log	0.0417	4	2.4385	-0.0438	2.4385	1.5616
No log	0.0625	6	1.7510	-0.1905	1.7510	1.3232
No log	0.0833	8	1.3098	0.0074	1.3098	1.1445
No log	0.1042	10	1.3472	0.1337	1.3472	1.1607
No log	0.125	12	1.3634	0.1784	1.3634	1.1677
No log	0.1458	14	1.2057	0.4609	1.2057	1.0980
No log	0.1667	16	0.9815	0.2279	0.9815	0.9907
No log	0.1875	18	0.9497	0.1571	0.9497	0.9746
No log	0.2083	20	0.9661	0.1571	0.9661	0.9829
No log	0.2292	22	0.9711	0.1571	0.9711	0.9854
No log	0.25	24	0.9842	0.1571	0.9842	0.9921
No log	0.2708	26	1.0060	0.1571	1.0060	1.0030
No log	0.2917	28	1.0494	0.1571	1.0494	1.0244
No log	0.3125	30	1.0682	0.2279	1.0682	1.0335
No log	0.3333	32	1.0762	0.2279	1.0762	1.0374
No log	0.3542	34	1.1360	0.3354	1.1360	1.0659
No log	0.375	36	1.0428	0.2857	1.0428	1.0212
No log	0.3958	38	0.9391	0.2279	0.9391	0.9690
No log	0.4167	40	0.9369	0.2279	0.9369	0.9679
No log	0.4375	42	0.9362	0.1571	0.9362	0.9676
No log	0.4583	44	0.9314	0.0	0.9314	0.9651
No log	0.4792	46	0.8929	0.0734	0.8929	0.9449
No log	0.5	48	0.7952	0.3448	0.7952	0.8918
No log	0.5208	50	0.8192	0.4097	0.8192	0.9051
No log	0.5417	52	0.8258	0.5318	0.8258	0.9087
No log	0.5625	54	0.7687	0.5779	0.7687	0.8767
No log	0.5833	56	0.7009	0.6439	0.7009	0.8372
No log	0.6042	58	0.6385	0.6439	0.6385	0.7991
No log	0.625	60	0.6227	0.7399	0.6227	0.7891
No log	0.6458	62	0.7400	0.6073	0.7400	0.8602
No log	0.6667	64	1.0882	0.2932	1.0882	1.0432
No log	0.6875	66	1.3061	0.1501	1.3061	1.1429
No log	0.7083	68	1.2952	0.2171	1.2952	1.1381
No log	0.7292	70	1.1006	0.2279	1.1006	1.0491
No log	0.75	72	0.7765	0.4516	0.7765	0.8812
No log	0.7708	74	0.6270	0.4984	0.6270	0.7918
No log	0.7917	76	0.7927	0.4586	0.7927	0.8903
No log	0.8125	78	0.9862	0.4379	0.9862	0.9931
No log	0.8333	80	1.0245	0.3884	1.0245	1.0122
No log	0.8542	82	0.9010	0.2857	0.9010	0.9492
No log	0.875	84	0.7488	0.3493	0.7488	0.8653
No log	0.8958	86	0.7518	0.6037	0.7518	0.8671
No log	0.9167	88	0.7576	0.5821	0.7576	0.8704
No log	0.9375	90	0.7081	0.5584	0.7081	0.8415
No log	0.9583	92	0.7491	0.5161	0.7491	0.8655
No log	0.9792	94	0.7663	0.4684	0.7663	0.8754
No log	1.0	96	0.7239	0.5584	0.7239	0.8508
No log	1.0208	98	0.7146	0.5584	0.7146	0.8454
No log	1.0417	100	0.7224	0.6012	0.7224	0.8500
No log	1.0625	102	0.7056	0.6012	0.7056	0.8400
No log	1.0833	104	0.7155	0.6012	0.7155	0.8459
No log	1.1042	106	0.6799	0.5584	0.6799	0.8246
No log	1.125	108	0.6474	0.5584	0.6474	0.8046
No log	1.1458	110	0.6747	0.6460	0.6747	0.8214
No log	1.1667	112	0.6933	0.6460	0.6933	0.8326
No log	1.1875	114	0.6585	0.6460	0.6585	0.8115
No log	1.2083	116	0.6325	0.6037	0.6325	0.7953
No log	1.2292	118	0.6223	0.5870	0.6223	0.7889
No log	1.25	120	0.6351	0.6264	0.6351	0.7969
No log	1.2708	122	0.7259	0.6094	0.7259	0.8520
No log	1.2917	124	0.7670	0.6247	0.7670	0.8758
No log	1.3125	126	0.7328	0.6094	0.7328	0.8561
No log	1.3333	128	0.6082	0.6817	0.6082	0.7799
No log	1.3542	130	0.5767	0.5924	0.5767	0.7594
No log	1.375	132	0.6116	0.6817	0.6116	0.7821
No log	1.3958	134	0.6693	0.6094	0.6693	0.8181
No log	1.4167	136	0.6543	0.5355	0.6543	0.8089
No log	1.4375	138	0.6523	0.5518	0.6523	0.8076
No log	1.4583	140	0.6589	0.5518	0.6589	0.8118
No log	1.4792	142	0.6673	0.4100	0.6673	0.8169
No log	1.5	144	0.6712	0.4540	0.6712	0.8193
No log	1.5208	146	0.6968	0.4100	0.6968	0.8347
No log	1.5417	148	0.6734	0.4540	0.6734	0.8206
No log	1.5625	150	0.6436	0.5355	0.6436	0.8023
No log	1.5833	152	0.6589	0.6094	0.6589	0.8117
No log	1.6042	154	0.7504	0.6247	0.7504	0.8662
No log	1.625	156	1.0720	0.4859	1.0720	1.0354
No log	1.6458	158	1.4410	0.3258	1.4410	1.2004
No log	1.6667	160	1.2955	0.3349	1.2955	1.1382
No log	1.6875	162	1.1476	0.4221	1.1476	1.0713
No log	1.7083	164	0.9996	0.5526	0.9996	0.9998
No log	1.7292	166	1.1110	0.5526	1.1110	1.0540
No log	1.75	168	1.4659	0.3797	1.4659	1.2107
No log	1.7708	170	1.7049	0.3861	1.7049	1.3057
No log	1.7917	172	1.6896	0.3390	1.6896	1.2998
No log	1.8125	174	1.2575	0.4839	1.2575	1.1214
No log	1.8333	176	0.8148	0.6088	0.8148	0.9026
No log	1.8542	178	0.7265	0.6429	0.7265	0.8524
No log	1.875	180	0.7599	0.4901	0.7599	0.8717
No log	1.8958	182	0.8335	0.5687	0.8335	0.9130
No log	1.9167	184	0.8147	0.5687	0.8147	0.9026
No log	1.9375	186	0.7760	0.625	0.7760	0.8809
No log	1.9583	188	0.7276	0.6610	0.7276	0.8530
No log	1.9792	190	0.6921	0.6782	0.6921	0.8319
No log	2.0	192	0.6482	0.6782	0.6482	0.8051
No log	2.0208	194	0.6232	0.6948	0.6232	0.7894
No log	2.0417	196	0.6357	0.6610	0.6357	0.7973
No log	2.0625	198	0.6399	0.6462	0.6399	0.8000
No log	2.0833	200	0.7567	0.6606	0.7567	0.8699
No log	2.1042	202	0.8084	0.6606	0.8084	0.8991
No log	2.125	204	0.9602	0.5800	0.9602	0.9799
No log	2.1458	206	0.9414	0.6603	0.9414	0.9703
No log	2.1667	208	0.9120	0.6606	0.9120	0.9550
No log	2.1875	210	0.8045	0.6606	0.8045	0.8969
No log	2.2083	212	0.7227	0.6610	0.7227	0.8501
No log	2.2292	214	0.6818	0.6610	0.6818	0.8257
No log	2.25	216	0.7249	0.6610	0.7249	0.8514
No log	2.2708	218	0.8788	0.6603	0.8788	0.9374
No log	2.2917	220	0.8864	0.5857	0.8864	0.9415
No log	2.3125	222	0.7320	0.6614	0.7320	0.8556
No log	2.3333	224	0.6556	0.7036	0.6556	0.8097
No log	2.3542	226	0.5894	0.7210	0.5894	0.7677
No log	2.375	228	0.5979	0.7210	0.5979	0.7732
No log	2.3958	230	0.6902	0.6888	0.6902	0.8308
No log	2.4167	232	0.7470	0.6603	0.7470	0.8643
No log	2.4375	234	0.6721	0.6606	0.6721	0.8198
No log	2.4583	236	0.5689	0.6782	0.5689	0.7543
No log	2.4792	238	0.5290	0.7136	0.5290	0.7273
No log	2.5	240	0.5427	0.6505	0.5427	0.7367
No log	2.5208	242	0.5439	0.6114	0.5439	0.7375
No log	2.5417	244	0.6309	0.6094	0.6309	0.7943
No log	2.5625	246	0.8018	0.5972	0.8018	0.8954
No log	2.5833	248	0.7668	0.5420	0.7668	0.8757
No log	2.6042	250	0.6114	0.6094	0.6114	0.7819
No log	2.625	252	0.5703	0.5990	0.5703	0.7552
No log	2.6458	254	0.5820	0.5801	0.5820	0.7629
No log	2.6667	256	0.5924	0.5990	0.5924	0.7697
No log	2.6875	258	0.6686	0.6094	0.6686	0.8177
No log	2.7083	260	0.7324	0.5420	0.7324	0.8558
No log	2.7292	262	0.7380	0.6094	0.7380	0.8590
No log	2.75	264	0.7309	0.6094	0.7309	0.8549
No log	2.7708	266	0.6611	0.6094	0.6611	0.8131
No log	2.7917	268	0.6155	0.6456	0.6155	0.7845
No log	2.8125	270	0.5598	0.6474	0.5598	0.7482
No log	2.8333	272	0.6019	0.6267	0.6019	0.7758
No log	2.8542	274	0.7179	0.6094	0.7179	0.8473
No log	2.875	276	0.7198	0.6094	0.7198	0.8484
No log	2.8958	278	0.6403	0.6267	0.6403	0.8002
No log	2.9167	280	0.5768	0.6267	0.5768	0.7595
No log	2.9375	282	0.5532	0.6267	0.5532	0.7438
No log	2.9583	284	0.5678	0.6267	0.5678	0.7535
No log	2.9792	286	0.6677	0.6782	0.6677	0.8172
No log	3.0	288	0.8790	0.5682	0.8790	0.9376
No log	3.0208	290	0.9633	0.5783	0.9633	0.9815
No log	3.0417	292	1.0460	0.5783	1.0460	1.0227
No log	3.0625	294	1.1069	0.4784	1.1069	1.0521
No log	3.0833	296	0.9274	0.5678	0.9274	0.9630
No log	3.1042	298	0.6767	0.7053	0.6767	0.8226
No log	3.125	300	0.6318	0.7085	0.6318	0.7948
No log	3.1458	302	0.7266	0.6606	0.7266	0.8524
No log	3.1667	304	0.8306	0.6603	0.8306	0.9114
No log	3.1875	306	0.8492	0.6606	0.8492	0.9215
No log	3.2083	308	0.7816	0.6606	0.7816	0.8841
No log	3.2292	310	0.6829	0.6934	0.6829	0.8264
No log	3.25	312	0.6681	0.6934	0.6681	0.8174
No log	3.2708	314	0.6857	0.7241	0.6857	0.8281
No log	3.2917	316	0.6776	0.7418	0.6776	0.8231
No log	3.3125	318	0.6709	0.7254	0.6709	0.8191
No log	3.3333	320	0.7204	0.7053	0.7204	0.8488
No log	3.3542	322	0.7734	0.7024	0.7734	0.8794
No log	3.375	324	0.7302	0.7172	0.7302	0.8545
No log	3.3958	326	0.6286	0.7210	0.6286	0.7928
No log	3.4167	328	0.6132	0.7418	0.6132	0.7831
No log	3.4375	330	0.6468	0.6782	0.6468	0.8042
No log	3.4583	332	0.5939	0.6782	0.5939	0.7706
No log	3.4792	334	0.5561	0.6134	0.5561	0.7457
No log	3.5	336	0.5552	0.6134	0.5552	0.7451
No log	3.5208	338	0.5654	0.6632	0.5654	0.7519
No log	3.5417	340	0.6991	0.6767	0.6991	0.8361
No log	3.5625	342	0.8140	0.6603	0.8140	0.9022
No log	3.5833	344	0.7830	0.6606	0.7830	0.8849
No log	3.6042	346	0.7277	0.6909	0.7277	0.8530
No log	3.625	348	0.7159	0.7160	0.7159	0.8461
No log	3.6458	350	0.7340	0.7024	0.7340	0.8568
No log	3.6667	352	0.8029	0.6888	0.8029	0.8960
No log	3.6875	354	0.7444	0.7510	0.7444	0.8628
No log	3.7083	356	0.6048	0.7053	0.6048	0.7777
No log	3.7292	358	0.5510	0.7085	0.5510	0.7423
No log	3.75	360	0.5601	0.7085	0.5601	0.7484
No log	3.7708	362	0.6069	0.7085	0.6069	0.7791
No log	3.7917	364	0.5448	0.6643	0.5448	0.7381
No log	3.8125	366	0.5062	0.6643	0.5062	0.7115
No log	3.8333	368	0.4992	0.6495	0.4992	0.7065
No log	3.8542	370	0.5054	0.6643	0.5054	0.7109
No log	3.875	372	0.5181	0.6643	0.5181	0.7198
No log	3.8958	374	0.5842	0.6456	0.5842	0.7643
No log	3.9167	376	0.6201	0.6456	0.6201	0.7875
No log	3.9375	378	0.6011	0.6934	0.6011	0.7753
No log	3.9583	380	0.5808	0.6934	0.5808	0.7621
No log	3.9792	382	0.5520	0.7085	0.5520	0.7430
No log	4.0	384	0.5867	0.7085	0.5867	0.7660
No log	4.0208	386	0.7020	0.6603	0.7020	0.8379
No log	4.0417	388	0.7933	0.6603	0.7933	0.8907
No log	4.0625	390	0.8136	0.6458	0.8136	0.9020
No log	4.0833	392	0.8246	0.5910	0.8246	0.9081
No log	4.1042	394	0.7342	0.5824	0.7342	0.8568
No log	4.125	396	0.5961	0.6782	0.5961	0.7721
No log	4.1458	398	0.5394	0.6467	0.5394	0.7344
No log	4.1667	400	0.5397	0.7317	0.5397	0.7346
No log	4.1875	402	0.5678	0.7418	0.5678	0.7536
No log	4.2083	404	0.6792	0.6909	0.6792	0.8241
No log	4.2292	406	0.6988	0.6909	0.6988	0.8359
No log	4.25	408	0.6683	0.7198	0.6683	0.8175
No log	4.2708	410	0.6525	0.7036	0.6525	0.8078
No log	4.2917	412	0.6641	0.7148	0.6641	0.8149
No log	4.3125	414	0.6626	0.7148	0.6626	0.8140
No log	4.3333	416	0.6131	0.7222	0.6131	0.7830
No log	4.3542	418	0.6106	0.7222	0.6106	0.7814
No log	4.375	420	0.6849	0.7137	0.6849	0.8276
No log	4.3958	422	0.7866	0.6623	0.7866	0.8869
No log	4.4167	424	0.7545	0.5962	0.7545	0.8686
No log	4.4375	426	0.6560	0.6622	0.6560	0.8099
No log	4.4583	428	0.5517	0.7374	0.5517	0.7427
No log	4.4792	430	0.5236	0.6675	0.5236	0.7236
No log	4.5	432	0.5290	0.6675	0.5290	0.7273
No log	4.5208	434	0.5370	0.6514	0.5370	0.7328
No log	4.5417	436	0.6001	0.7374	0.6001	0.7747
No log	4.5625	438	0.7926	0.6452	0.7926	0.8903
No log	4.5833	440	0.9031	0.5910	0.9031	0.9503
No log	4.6042	442	0.8582	0.6458	0.8582	0.9264
No log	4.625	444	0.7727	0.6452	0.7727	0.8790
No log	4.6458	446	0.7203	0.6606	0.7203	0.8487
No log	4.6667	448	0.6920	0.6610	0.6920	0.8319
No log	4.6875	450	0.7367	0.6610	0.7367	0.8583
No log	4.7083	452	0.8269	0.6606	0.8269	0.9093
No log	4.7292	454	0.9118	0.6071	0.9118	0.9549
No log	4.75	456	0.9079	0.62	0.9079	0.9528
No log	4.7708	458	0.8365	0.62	0.8365	0.9146
No log	4.7917	460	0.7491	0.6473	0.7491	0.8655
No log	4.8125	462	0.7113	0.6767	0.7113	0.8434
No log	4.8333	464	0.7313	0.6767	0.7313	0.8552
No log	4.8542	466	0.7941	0.6477	0.7941	0.8911
No log	4.875	468	0.8415	0.6852	0.8415	0.9174
No log	4.8958	470	0.8336	0.6477	0.8336	0.9130
No log	4.9167	472	0.7393	0.6909	0.7393	0.8598
No log	4.9375	474	0.6122	0.7241	0.6122	0.7824
No log	4.9583	476	0.5679	0.7254	0.5679	0.7536
No log	4.9792	478	0.5886	0.7241	0.5886	0.7672
No log	5.0	480	0.6417	0.7241	0.6417	0.8011
No log	5.0208	482	0.6557	0.7241	0.6557	0.8098
No log	5.0417	484	0.6092	0.7085	0.6092	0.7805
No log	5.0625	486	0.5695	0.7254	0.5695	0.7547
No log	5.0833	488	0.5659	0.7545	0.5659	0.7523
No log	5.1042	490	0.5605	0.7386	0.5605	0.7487
No log	5.125	492	0.5565	0.7545	0.5565	0.7460
No log	5.1458	494	0.5932	0.7085	0.5932	0.7702
No log	5.1667	496	0.6855	0.7241	0.6855	0.8280
No log	5.1875	498	0.7112	0.6934	0.7112	0.8433
0.4258	5.2083	500	0.6656	0.6934	0.6656	0.8158
0.4258	5.2292	502	0.6273	0.6782	0.6273	0.7920
0.4258	5.25	504	0.6333	0.6934	0.6333	0.7958
0.4258	5.2708	506	0.6969	0.6610	0.6969	0.8348
0.4258	5.2917	508	0.7932	0.6610	0.7932	0.8906
0.4258	5.3125	510	0.8431	0.5625	0.8431	0.9182
0.4258	5.3333	512	0.8018	0.6606	0.8018	0.8955
0.4258	5.3542	514	0.7549	0.6606	0.7549	0.8689
0.4258	5.375	516	0.7456	0.6610	0.7456	0.8635
0.4258	5.3958	518	0.7993	0.62	0.7993	0.8940
0.4258	5.4167	520	0.8120	0.62	0.8120	0.9011
0.4258	5.4375	522	0.7604	0.6603	0.7604	0.8720
0.4258	5.4583	524	0.7137	0.6606	0.7137	0.8448
0.4258	5.4792	526	0.7237	0.6606	0.7237	0.8507
0.4258	5.5	528	0.7494	0.6603	0.7494	0.8657
0.4258	5.5208	530	0.7836	0.6603	0.7836	0.8852
0.4258	5.5417	532	0.7249	0.6610	0.7249	0.8514
0.4258	5.5625	534	0.6956	0.6610	0.6956	0.8340
0.4258	5.5833	536	0.6818	0.6610	0.6818	0.8257
0.4258	5.6042	538	0.7456	0.6606	0.7456	0.8635
0.4258	5.625	540	0.8460	0.6458	0.8460	0.9198
0.4258	5.6458	542	0.9422	0.5910	0.9422	0.9707
0.4258	5.6667	544	0.9159	0.6458	0.9159	0.9570
0.4258	5.6875	546	0.7840	0.6606	0.7840	0.8854
0.4258	5.7083	548	0.6827	0.6610	0.6827	0.8262
0.4258	5.7292	550	0.6640	0.6610	0.6640	0.8148
0.4258	5.75	552	0.6686	0.6610	0.6686	0.8177
0.4258	5.7708	554	0.7221	0.6610	0.7221	0.8498
0.4258	5.7917	556	0.7783	0.6445	0.7783	0.8822
0.4258	5.8125	558	0.8273	0.5824	0.8273	0.9096
0.4258	5.8333	560	0.8872	0.5910	0.8872	0.9419
0.4258	5.8542	562	0.8905	0.5910	0.8905	0.9437
0.4258	5.875	564	0.8493	0.6603	0.8493	0.9216
0.4258	5.8958	566	0.7374	0.6603	0.7374	0.8587
0.4258	5.9167	568	0.6854	0.6934	0.6854	0.8279
0.4258	5.9375	570	0.6526	0.6934	0.6526	0.8079
0.4258	5.9583	572	0.6718	0.6934	0.6718	0.8196
0.4258	5.9792	574	0.6972	0.6888	0.6972	0.8350
0.4258	6.0	576	0.6507	0.6934	0.6507	0.8067
0.4258	6.0208	578	0.6284	0.7085	0.6284	0.7927
0.4258	6.0417	580	0.6628	0.6934	0.6628	0.8141
0.4258	6.0625	582	0.7450	0.6603	0.7450	0.8631
0.4258	6.0833	584	0.7810	0.6603	0.7810	0.8837
0.4258	6.1042	586	0.7447	0.6603	0.7447	0.8629
0.4258	6.125	588	0.6805	0.6610	0.6805	0.8249
0.4258	6.1458	590	0.6155	0.7241	0.6155	0.7845
0.4258	6.1667	592	0.5836	0.7085	0.5836	0.7639
0.4258	6.1875	594	0.5805	0.7065	0.5805	0.7619
0.4258	6.2083	596	0.5951	0.7065	0.5951	0.7714
0.4258	6.2292	598	0.6400	0.7065	0.6400	0.8000
0.4258	6.25	600	0.7166	0.7137	0.7166	0.8465
0.4258	6.2708	602	0.7661	0.7137	0.7661	0.8753
0.4258	6.2917	604	0.7850	0.7137	0.7850	0.8860
0.4258	6.3125	606	0.8066	0.6881	0.8066	0.8981
0.4258	6.3333	608	0.8022	0.6603	0.8022	0.8957
0.4258	6.3542	610	0.7678	0.6603	0.7678	0.8762
0.4258	6.375	612	0.6610	0.7241	0.6610	0.8130
0.4258	6.3958	614	0.5812	0.7241	0.5812	0.7623
0.4258	6.4167	616	0.5526	0.7418	0.5526	0.7434
0.4258	6.4375	618	0.5606	0.7418	0.5606	0.7488
0.4258	6.4583	620	0.6176	0.6934	0.6176	0.7859
0.4258	6.4792	622	0.6863	0.6606	0.6863	0.8284
0.4258	6.5	624	0.7718	0.6603	0.7718	0.8785
0.4258	6.5208	626	0.8033	0.6603	0.8033	0.8963
0.4258	6.5417	628	0.8052	0.6603	0.8052	0.8973
0.4258	6.5625	630	0.7732	0.7160	0.7732	0.8793
0.4258	6.5833	632	0.7195	0.7160	0.7195	0.8483
0.4258	6.6042	634	0.6536	0.7198	0.6536	0.8084
0.4258	6.625	636	0.6260	0.7418	0.6260	0.7912
0.4258	6.6458	638	0.6552	0.7210	0.6552	0.8094
0.4258	6.6667	640	0.7220	0.6617	0.7220	0.8497
0.4258	6.6875	642	0.7673	0.6614	0.7673	0.8760
0.4258	6.7083	644	0.7638	0.6617	0.7638	0.8740
0.4258	6.7292	646	0.7532	0.6617	0.7532	0.8679
0.4258	6.75	648	0.7425	0.6610	0.7425	0.8617
0.4258	6.7708	650	0.7150	0.6610	0.7150	0.8456
0.4258	6.7917	652	0.6790	0.6610	0.6790	0.8240
0.4258	6.8125	654	0.6426	0.6934	0.6426	0.8016
0.4258	6.8333	656	0.6548	0.6934	0.6548	0.8092
0.4258	6.8542	658	0.7038	0.6610	0.7038	0.8389
0.4258	6.875	660	0.7891	0.6603	0.7891	0.8883
0.4258	6.8958	662	0.8684	0.6603	0.8684	0.9319
0.4258	6.9167	664	0.8899	0.5910	0.8899	0.9433
0.4258	6.9375	666	0.8651	0.5910	0.8651	0.9301
0.4258	6.9583	668	0.8118	0.6606	0.8118	0.9010
0.4258	6.9792	670	0.7616	0.6610	0.7616	0.8727
0.4258	7.0	672	0.7359	0.6782	0.7359	0.8578
0.4258	7.0208	674	0.7429	0.6782	0.7429	0.8619
0.4258	7.0417	676	0.7910	0.6606	0.7910	0.8894
0.4258	7.0625	678	0.8425	0.6458	0.8425	0.9179
0.4258	7.0833	680	0.8902	0.6458	0.8902	0.9435
0.4258	7.1042	682	0.8848	0.6458	0.8848	0.9406
0.4258	7.125	684	0.8453	0.6603	0.8453	0.9194
0.4258	7.1458	686	0.7884	0.6606	0.7884	0.8879
0.4258	7.1667	688	0.7366	0.6767	0.7366	0.8582
0.4258	7.1875	690	0.7233	0.6767	0.7233	0.8505
0.4258	7.2083	692	0.7232	0.7072	0.7232	0.8504
0.4258	7.2292	694	0.7318	0.6767	0.7318	0.8554
0.4258	7.25	696	0.7541	0.6767	0.7541	0.8684
0.4258	7.2708	698	0.7625	0.6606	0.7625	0.8732
0.4258	7.2917	700	0.8060	0.6606	0.8060	0.8977
0.4258	7.3125	702	0.8239	0.6606	0.8239	0.9077
0.4258	7.3333	704	0.7961	0.6606	0.7961	0.8923
0.4258	7.3542	706	0.7436	0.6606	0.7436	0.8623
0.4258	7.375	708	0.6975	0.7072	0.6975	0.8351
0.4258	7.3958	710	0.6810	0.7363	0.6810	0.8252
0.4258	7.4167	712	0.6808	0.7363	0.6808	0.8251
0.4258	7.4375	714	0.6950	0.7363	0.6950	0.8336
0.4258	7.4583	716	0.7304	0.7363	0.7304	0.8546
0.4258	7.4792	718	0.7531	0.7198	0.7531	0.8678
0.4258	7.5	720	0.7652	0.7198	0.7652	0.8747
0.4258	7.5208	722	0.7828	0.6909	0.7828	0.8847
0.4258	7.5417	724	0.7833	0.6909	0.7833	0.8851
0.4258	7.5625	726	0.8063	0.6603	0.8063	0.8979
0.4258	7.5833	728	0.8239	0.6603	0.8239	0.9077
0.4258	7.6042	730	0.8208	0.6603	0.8208	0.9060
0.4258	7.625	732	0.7921	0.6606	0.7921	0.8900
0.4258	7.6458	734	0.7691	0.6606	0.7691	0.8770
0.4258	7.6667	736	0.7463	0.6610	0.7463	0.8639
0.4258	7.6875	738	0.6998	0.6610	0.6998	0.8365
0.4258	7.7083	740	0.6650	0.6782	0.6650	0.8155
0.4258	7.7292	742	0.6542	0.6782	0.6542	0.8088
0.4258	7.75	744	0.6743	0.6782	0.6743	0.8212
0.4258	7.7708	746	0.7268	0.6610	0.7268	0.8525
0.4258	7.7917	748	0.7923	0.6452	0.7923	0.8901
0.4258	7.8125	750	0.8139	0.6458	0.8139	0.9022
0.4258	7.8333	752	0.7976	0.6603	0.7976	0.8931
0.4258	7.8542	754	0.7463	0.6606	0.7463	0.8639
0.4258	7.875	756	0.6859	0.6782	0.6859	0.8282
0.4258	7.8958	758	0.6570	0.7418	0.6570	0.8105
0.4258	7.9167	760	0.6559	0.7418	0.6559	0.8099
0.4258	7.9375	762	0.6716	0.7108	0.6716	0.8195
0.4258	7.9583	764	0.7082	0.6782	0.7082	0.8415
0.4258	7.9792	766	0.7689	0.6603	0.7689	0.8769
0.4258	8.0	768	0.8448	0.6458	0.8448	0.9191
0.4258	8.0208	770	0.9078	0.6458	0.9078	0.9528
0.4258	8.0417	772	0.9100	0.6458	0.9100	0.9539
0.4258	8.0625	774	0.8669	0.6458	0.8669	0.9311
0.4258	8.0833	776	0.8157	0.6458	0.8157	0.9032
0.4258	8.1042	778	0.7716	0.6603	0.7716	0.8784
0.4258	8.125	780	0.7585	0.6753	0.7585	0.8709
0.4258	8.1458	782	0.7385	0.6753	0.7385	0.8594
0.4258	8.1667	784	0.7352	0.6753	0.7352	0.8574
0.4258	8.1875	786	0.7384	0.6753	0.7384	0.8593
0.4258	8.2083	788	0.7703	0.6753	0.7703	0.8777
0.4258	8.2292	790	0.8074	0.6458	0.8074	0.8985
0.4258	8.25	792	0.8309	0.6458	0.8309	0.9116
0.4258	8.2708	794	0.8246	0.6458	0.8246	0.9081
0.4258	8.2917	796	0.8430	0.6458	0.8430	0.9182
0.4258	8.3125	798	0.8447	0.6458	0.8447	0.9191
0.4258	8.3333	800	0.8614	0.6458	0.8614	0.9281
0.4258	8.3542	802	0.8635	0.6458	0.8635	0.9292
0.4258	8.375	804	0.8471	0.6458	0.8471	0.9204
0.4258	8.3958	806	0.8217	0.6458	0.8217	0.9065
0.4258	8.4167	808	0.7883	0.6753	0.7883	0.8879
0.4258	8.4375	810	0.7547	0.6753	0.7547	0.8688
0.4258	8.4583	812	0.7345	0.6767	0.7345	0.8570
0.4258	8.4792	814	0.7206	0.6767	0.7206	0.8489
0.4258	8.5	816	0.7277	0.6753	0.7277	0.8531
0.4258	8.5208	818	0.7548	0.6753	0.7548	0.8688
0.4258	8.5417	820	0.7897	0.6753	0.7897	0.8887
0.4258	8.5625	822	0.8130	0.6753	0.8130	0.9017
0.4258	8.5833	824	0.8270	0.6603	0.8270	0.9094
0.4258	8.6042	826	0.8216	0.6603	0.8216	0.9064
0.4258	8.625	828	0.8166	0.6603	0.8166	0.9037
0.4258	8.6458	830	0.8201	0.6603	0.8201	0.9056
0.4258	8.6667	832	0.8188	0.6603	0.8188	0.9049
0.4258	8.6875	834	0.8375	0.6458	0.8375	0.9152
0.4258	8.7083	836	0.8483	0.6458	0.8483	0.9210
0.4258	8.7292	838	0.8309	0.6458	0.8309	0.9115
0.4258	8.75	840	0.8061	0.6458	0.8061	0.8978
0.4258	8.7708	842	0.7858	0.6458	0.7858	0.8864
0.4258	8.7917	844	0.7847	0.6458	0.7847	0.8858
0.4258	8.8125	846	0.7822	0.6458	0.7822	0.8844
0.4258	8.8333	848	0.7619	0.6452	0.7619	0.8729
0.4258	8.8542	850	0.7400	0.6782	0.7400	0.8602
0.4258	8.875	852	0.7075	0.6782	0.7075	0.8411
0.4258	8.8958	854	0.6863	0.6782	0.6863	0.8285
0.4258	8.9167	856	0.6823	0.6782	0.6823	0.8260
0.4258	8.9375	858	0.6910	0.6782	0.6910	0.8313
0.4258	8.9583	860	0.7012	0.6782	0.7012	0.8374
0.4258	8.9792	862	0.7076	0.6782	0.7076	0.8412
0.4258	9.0	864	0.7193	0.6782	0.7193	0.8481
0.4258	9.0208	866	0.7220	0.6782	0.7220	0.8497
0.4258	9.0417	868	0.7342	0.6606	0.7342	0.8568
0.4258	9.0625	870	0.7377	0.6606	0.7377	0.8589
0.4258	9.0833	872	0.7369	0.6606	0.7369	0.8584
0.4258	9.1042	874	0.7266	0.6782	0.7266	0.8524
0.4258	9.125	876	0.7111	0.6782	0.7111	0.8433
0.4258	9.1458	878	0.7010	0.6782	0.7010	0.8373
0.4258	9.1667	880	0.7031	0.6782	0.7031	0.8385
0.4258	9.1875	882	0.7120	0.6782	0.7120	0.8438
0.4258	9.2083	884	0.7205	0.6782	0.7205	0.8488
0.4258	9.2292	886	0.7277	0.6767	0.7277	0.8530
0.4258	9.25	888	0.7423	0.6753	0.7423	0.8615
0.4258	9.2708	890	0.7623	0.6603	0.7623	0.8731
0.4258	9.2917	892	0.7783	0.6603	0.7783	0.8822
0.4258	9.3125	894	0.7896	0.6603	0.7896	0.8886
0.4258	9.3333	896	0.7969	0.6603	0.7969	0.8927
0.4258	9.3542	898	0.7903	0.6603	0.7903	0.8890
0.4258	9.375	900	0.7789	0.6603	0.7789	0.8825
0.4258	9.3958	902	0.7627	0.6888	0.7627	0.8733
0.4258	9.4167	904	0.7530	0.7040	0.7530	0.8678
0.4258	9.4375	906	0.7387	0.7314	0.7387	0.8595
0.4258	9.4583	908	0.7255	0.7363	0.7255	0.8518
0.4258	9.4792	910	0.7145	0.7363	0.7145	0.8453
0.4258	9.5	912	0.7017	0.7418	0.7017	0.8377
0.4258	9.5208	914	0.6978	0.7418	0.6978	0.8353
0.4258	9.5417	916	0.6934	0.7418	0.6934	0.8327
0.4258	9.5625	918	0.6919	0.7418	0.6919	0.8318
0.4258	9.5833	920	0.6870	0.7418	0.6870	0.8288
0.4258	9.6042	922	0.6829	0.7418	0.6829	0.8264
0.4258	9.625	924	0.6822	0.7418	0.6822	0.8259
0.4258	9.6458	926	0.6808	0.7418	0.6808	0.8251
0.4258	9.6667	928	0.6808	0.7418	0.6808	0.8251
0.4258	9.6875	930	0.6806	0.7418	0.6806	0.8250
0.4258	9.7083	932	0.6830	0.7418	0.6830	0.8264
0.4258	9.7292	934	0.6852	0.7418	0.6852	0.8278
0.4258	9.75	936	0.6894	0.7418	0.6894	0.8303
0.4258	9.7708	938	0.6944	0.7418	0.6944	0.8333
0.4258	9.7917	940	0.7006	0.7418	0.7006	0.8370
0.4258	9.8125	942	0.7064	0.7418	0.7064	0.8405
0.4258	9.8333	944	0.7108	0.7418	0.7108	0.8431
0.4258	9.8542	946	0.7134	0.7418	0.7134	0.8446
0.4258	9.875	948	0.7162	0.7418	0.7162	0.8463
0.4258	9.8958	950	0.7169	0.7418	0.7169	0.8467
0.4258	9.9167	952	0.7180	0.7418	0.7180	0.8473
0.4258	9.9375	954	0.7188	0.7418	0.7188	0.8478
0.4258	9.9583	956	0.7192	0.7418	0.7192	0.8481
0.4258	9.9792	958	0.7191	0.7418	0.7191	0.8480
0.4258	10.0	960	0.7190	0.7418	0.7190	0.8479

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 25, 2024
Updated: Nov 25, 2024