Arabic_FineTuningAraBERT_AugV5_k25_task5_organization_fold0

MayBashendy/Arabic_FineTuningAraBERT_AugV5_k25_task5_organization_fold0

Arabic_FineTuningAraBERT_AugV5_k25_task5_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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1.6 GB on disk

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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: b3ea1921

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV5_k25_task5_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: 0.5431
Qwk: 0.7267
Mse: 0.5431
Rmse: 0.7369

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	0.0185	2	1.9923	0.0758	1.9923	1.4115
No log	0.0370	4	0.9063	0.2933	0.9063	0.9520
No log	0.0556	6	0.8910	0.2578	0.8910	0.9439
No log	0.0741	8	0.9601	0.3448	0.9601	0.9799
No log	0.0926	10	0.9153	0.1985	0.9153	0.9567
No log	0.1111	12	1.1084	0.1003	1.1084	1.0528
No log	0.1296	14	0.9851	0.3358	0.9851	0.9925
No log	0.1481	16	0.9259	0.2278	0.9259	0.9622
No log	0.1667	18	1.0820	0.1304	1.0820	1.0402
No log	0.1852	20	1.1433	0.1304	1.1433	1.0692
No log	0.2037	22	1.1494	0.1304	1.1494	1.0721
No log	0.2222	24	1.2463	0.4970	1.2463	1.1164
No log	0.2407	26	1.2877	0.4355	1.2877	1.1348
No log	0.2593	28	1.1758	0.2222	1.1758	1.0844
No log	0.2778	30	1.1531	0.1304	1.1531	1.0738
No log	0.2963	32	1.1866	0.1304	1.1866	1.0893
No log	0.3148	34	1.1585	0.1304	1.1585	1.0763
No log	0.3333	36	1.1030	0.1304	1.1030	1.0503
No log	0.3519	38	1.0650	0.1304	1.0650	1.0320
No log	0.3704	40	1.0345	0.1304	1.0345	1.0171
No log	0.3889	42	1.0224	0.1304	1.0224	1.0111
No log	0.4074	44	1.0254	0.1304	1.0254	1.0126
No log	0.4259	46	1.0111	0.1304	1.0111	1.0055
No log	0.4444	48	0.9729	0.1304	0.9729	0.9864
No log	0.4630	50	0.9464	0.1304	0.9464	0.9728
No log	0.4815	52	0.9424	0.1304	0.9424	0.9708
No log	0.5	54	0.9260	0.1304	0.9260	0.9623
No log	0.5185	56	0.9080	0.1304	0.9080	0.9529
No log	0.5370	58	0.8864	0.1304	0.8864	0.9415
No log	0.5556	60	0.8358	0.3050	0.8358	0.9142
No log	0.5741	62	0.8136	0.3050	0.8136	0.9020
No log	0.5926	64	0.7762	0.3050	0.7762	0.8810
No log	0.6111	66	0.7666	0.2391	0.7666	0.8756
No log	0.6296	68	0.7170	0.2832	0.7170	0.8468
No log	0.6481	70	0.6751	0.2832	0.6751	0.8216
No log	0.6667	72	0.6154	0.3208	0.6154	0.7845
No log	0.6852	74	0.5818	0.4096	0.5818	0.7627
No log	0.7037	76	0.5655	0.4946	0.5655	0.7520
No log	0.7222	78	0.5537	0.4096	0.5537	0.7441
No log	0.7407	80	0.5606	0.3657	0.5606	0.7487
No log	0.7593	82	0.6472	0.3972	0.6472	0.8045
No log	0.7778	84	0.7671	0.3841	0.7671	0.8758
No log	0.7963	86	0.7833	0.3841	0.7833	0.8850
No log	0.8148	88	0.7584	0.3841	0.7584	0.8709
No log	0.8333	90	0.7027	0.3548	0.7027	0.8383
No log	0.8519	92	0.7281	0.3548	0.7281	0.8533
No log	0.8704	94	0.7842	0.2905	0.7842	0.8856
No log	0.8889	96	0.7542	0.4231	0.7542	0.8685
No log	0.9074	98	0.8230	0.5729	0.8230	0.9072
No log	0.9259	100	0.9533	0.5139	0.9533	0.9764
No log	0.9444	102	1.0232	0.4582	1.0232	1.0115
No log	0.9630	104	1.0743	0.4130	1.0743	1.0365
No log	0.9815	106	1.0227	0.4655	1.0227	1.0113
No log	1.0	108	0.9380	0.4676	0.9380	0.9685
No log	1.0185	110	0.7411	0.5946	0.7411	0.8609
No log	1.0370	112	0.6964	0.4901	0.6964	0.8345
No log	1.0556	114	0.6990	0.4940	0.6990	0.8361
No log	1.0741	116	0.6899	0.3354	0.6899	0.8306
No log	1.0926	118	0.7119	0.4813	0.7119	0.8437
No log	1.1111	120	0.8203	0.5330	0.8203	0.9057
No log	1.1296	122	0.8125	0.5276	0.8125	0.9014
No log	1.1481	124	0.7418	0.5330	0.7418	0.8613
No log	1.1667	126	0.7611	0.5729	0.7611	0.8724
No log	1.1852	128	0.9341	0.4676	0.9341	0.9665
No log	1.2037	130	1.1338	0.4676	1.1338	1.0648
No log	1.2222	132	1.2227	0.3946	1.2227	1.1058
No log	1.2407	134	1.2400	0.3946	1.2400	1.1136
No log	1.2593	136	1.1491	0.4676	1.1491	1.0719
No log	1.2778	138	1.0369	0.4483	1.0369	1.0183
No log	1.2963	140	0.9086	0.4483	0.9086	0.9532
No log	1.3148	142	0.9423	0.4676	0.9423	0.9707
No log	1.3333	144	0.9357	0.4676	0.9357	0.9673
No log	1.3519	146	0.8002	0.5165	0.8002	0.8946
No log	1.3704	148	0.6537	0.6200	0.6537	0.8085
No log	1.3889	150	0.6345	0.6200	0.6345	0.7966
No log	1.4074	152	0.6985	0.6200	0.6985	0.8357
No log	1.4259	154	0.8518	0.5181	0.8518	0.9229
No log	1.4444	156	0.8783	0.5662	0.8783	0.9372
No log	1.4630	158	0.8082	0.5973	0.8082	0.8990
No log	1.4815	160	0.7793	0.6468	0.7793	0.8828
No log	1.5	162	0.8251	0.6222	0.8251	0.9084
No log	1.5185	164	0.9471	0.4469	0.9471	0.9732
No log	1.5370	166	1.0205	0.5117	1.0205	1.0102
No log	1.5556	168	0.8448	0.5662	0.8448	0.9191
No log	1.5741	170	0.6096	0.6306	0.6096	0.7808
No log	1.5926	172	0.5804	0.6597	0.5804	0.7619
No log	1.6111	174	0.6309	0.6306	0.6309	0.7943
No log	1.6296	176	0.8015	0.6721	0.8015	0.8953
No log	1.6481	178	0.8965	0.5662	0.8965	0.9468
No log	1.6667	180	0.7707	0.6977	0.7707	0.8779
No log	1.6852	182	0.6547	0.6491	0.6547	0.8091
No log	1.7037	184	0.6357	0.6491	0.6357	0.7973
No log	1.7222	186	0.6268	0.6491	0.6268	0.7917
No log	1.7407	188	0.6535	0.6491	0.6535	0.8084
No log	1.7593	190	0.6949	0.6610	0.6949	0.8336
No log	1.7778	192	0.6904	0.6875	0.6904	0.8309
No log	1.7963	194	0.6727	0.6875	0.6727	0.8202
No log	1.8148	196	0.7053	0.6875	0.7053	0.8398
No log	1.8333	198	0.7764	0.6610	0.7764	0.8811
No log	1.8519	200	0.7458	0.6610	0.7458	0.8636
No log	1.8704	202	0.6949	0.6610	0.6949	0.8336
No log	1.8889	204	0.6180	0.6875	0.6180	0.7861
No log	1.9074	206	0.6012	0.7267	0.6012	0.7754
No log	1.9259	208	0.5997	0.7267	0.5997	0.7744
No log	1.9444	210	0.6111	0.7267	0.6111	0.7817
No log	1.9630	212	0.6189	0.7267	0.6189	0.7867
No log	1.9815	214	0.6399	0.6875	0.6399	0.8000
No log	2.0	216	0.6977	0.6610	0.6977	0.8353
No log	2.0185	218	0.8200	0.6341	0.8200	0.9055
No log	2.0370	220	0.9273	0.5465	0.9273	0.9630
No log	2.0556	222	0.9850	0.5205	0.9850	0.9925
No log	2.0741	224	1.0705	0.4912	1.0705	1.0346
No log	2.0926	226	1.0222	0.5402	1.0222	1.0110
No log	2.1111	228	0.9135	0.5205	0.9135	0.9558
No log	2.1296	230	0.8471	0.5991	0.8471	0.9204
No log	2.1481	232	0.7860	0.6069	0.7860	0.8866
No log	2.1667	234	0.7967	0.6069	0.7967	0.8926
No log	2.1852	236	0.8680	0.6341	0.8680	0.9317
No log	2.2037	238	0.9025	0.6341	0.9025	0.9500
No log	2.2222	240	0.8540	0.6341	0.8540	0.9241
No log	2.2407	242	0.7437	0.6341	0.7437	0.8624
No log	2.2593	244	0.6469	0.6491	0.6469	0.8043
No log	2.2778	246	0.6494	0.5041	0.6494	0.8058
No log	2.2963	248	0.6706	0.4809	0.6706	0.8189
No log	2.3148	250	0.6641	0.4809	0.6641	0.8149
No log	2.3333	252	0.6428	0.4809	0.6428	0.8018
No log	2.3519	254	0.6061	0.7267	0.6061	0.7785
No log	2.3704	256	0.6260	0.7018	0.6260	0.7912
No log	2.3889	258	0.6140	0.7018	0.6140	0.7836
No log	2.4074	260	0.5840	0.7267	0.5840	0.7642
No log	2.4259	262	0.5905	0.7018	0.5905	0.7684
No log	2.4444	264	0.6593	0.7351	0.6593	0.8120
No log	2.4630	266	0.7959	0.6171	0.7959	0.8921
No log	2.4815	268	0.8814	0.5852	0.8814	0.9388
No log	2.5	270	0.9443	0.5852	0.9443	0.9717
No log	2.5185	272	1.0251	0.5852	1.0251	1.0124
No log	2.5370	274	1.0016	0.6258	1.0016	1.0008
No log	2.5556	276	0.9451	0.6258	0.9451	0.9722
No log	2.5741	278	0.8355	0.6809	0.8355	0.9141
No log	2.5926	280	0.8232	0.6809	0.8232	0.9073
No log	2.6111	282	0.8343	0.6488	0.8343	0.9134
No log	2.6296	284	0.7983	0.6715	0.7983	0.8935
No log	2.6481	286	0.7124	0.7588	0.7124	0.8441
No log	2.6667	288	0.6131	0.7588	0.6131	0.7830
No log	2.6852	290	0.5427	0.7511	0.5427	0.7367
No log	2.7037	292	0.5408	0.7419	0.5408	0.7354
No log	2.7222	294	0.5923	0.7419	0.5923	0.7696
No log	2.7407	296	0.6411	0.7186	0.6411	0.8007
No log	2.7593	298	0.7416	0.7379	0.7416	0.8612
No log	2.7778	300	0.7585	0.7379	0.7585	0.8709
No log	2.7963	302	0.6385	0.7077	0.6385	0.7990
No log	2.8148	304	0.5313	0.7186	0.5313	0.7289
No log	2.8333	306	0.4911	0.6854	0.4911	0.7008
No log	2.8519	308	0.5176	0.7186	0.5176	0.7195
No log	2.8704	310	0.5922	0.7186	0.5922	0.7696
No log	2.8889	312	0.6482	0.7186	0.6482	0.8051
No log	2.9074	314	0.7012	0.7186	0.7012	0.8374
No log	2.9259	316	0.6843	0.7267	0.6843	0.8272
No log	2.9444	318	0.5690	0.7267	0.5690	0.7543
No log	2.9630	320	0.4705	0.6854	0.4705	0.6859
No log	2.9815	322	0.4456	0.6963	0.4456	0.6675
No log	3.0	324	0.4433	0.7826	0.4433	0.6658
No log	3.0185	326	0.4563	0.8109	0.4563	0.6755
No log	3.0370	328	0.4688	0.7465	0.4688	0.6847
No log	3.0556	330	0.5550	0.7419	0.5550	0.7450
No log	3.0741	332	0.6241	0.7267	0.6241	0.7900
No log	3.0926	334	0.5939	0.7419	0.5939	0.7706
No log	3.1111	336	0.5722	0.7511	0.5722	0.7564
No log	3.1296	338	0.5861	0.7267	0.5861	0.7656
No log	3.1481	340	0.6048	0.7267	0.6048	0.7777
No log	3.1667	342	0.6298	0.7267	0.6298	0.7936
No log	3.1852	344	0.7273	0.7267	0.7273	0.8528
No log	3.2037	346	0.7824	0.7271	0.7824	0.8845
No log	3.2222	348	0.7969	0.7271	0.7969	0.8927
No log	3.2407	350	0.7635	0.7271	0.7635	0.8738
No log	3.2593	352	0.7172	0.7269	0.7172	0.8469
No log	3.2778	354	0.7213	0.7018	0.7213	0.8493
No log	3.2963	356	0.7053	0.7018	0.7053	0.8398
No log	3.3148	358	0.6747	0.7018	0.6747	0.8214
No log	3.3333	360	0.6658	0.7018	0.6658	0.8160
No log	3.3519	362	0.6681	0.7018	0.6681	0.8174
No log	3.3704	364	0.6068	0.7018	0.6068	0.7790
No log	3.3889	366	0.5700	0.7304	0.5700	0.7550
No log	3.4074	368	0.5779	0.7343	0.5779	0.7602
No log	3.4259	370	0.5928	0.7080	0.5928	0.7699
No log	3.4444	372	0.5966	0.7080	0.5966	0.7724
No log	3.4630	374	0.6141	0.7647	0.6141	0.7836
No log	3.4815	376	0.6613	0.7018	0.6613	0.8132
No log	3.5	378	0.6767	0.7018	0.6767	0.8226
No log	3.5185	380	0.6510	0.7018	0.6510	0.8068
No log	3.5370	382	0.5857	0.7018	0.5857	0.7653
No log	3.5556	384	0.5180	0.7018	0.5180	0.7197
No log	3.5741	386	0.4853	0.7531	0.4853	0.6966
No log	3.5926	388	0.4938	0.7136	0.4938	0.7027
No log	3.6111	390	0.5799	0.7018	0.5799	0.7615
No log	3.6296	392	0.6651	0.7018	0.6651	0.8155
No log	3.6481	394	0.7330	0.7018	0.7330	0.8562
No log	3.6667	396	0.7058	0.7018	0.7058	0.8401
No log	3.6852	398	0.6642	0.7018	0.6642	0.8150
No log	3.7037	400	0.6355	0.7267	0.6355	0.7972
No log	3.7222	402	0.6365	0.7267	0.6365	0.7978
No log	3.7407	404	0.6021	0.7267	0.6021	0.7760
No log	3.7593	406	0.5315	0.7419	0.5315	0.7291
No log	3.7778	408	0.4960	0.7216	0.4960	0.7043
No log	3.7963	410	0.4933	0.7465	0.4933	0.7024
No log	3.8148	412	0.5080	0.7545	0.5080	0.7127
No log	3.8333	414	0.5403	0.7419	0.5403	0.7351
No log	3.8519	416	0.6044	0.7267	0.6044	0.7774
No log	3.8704	418	0.6456	0.7267	0.6456	0.8035
No log	3.8889	420	0.6241	0.7267	0.6241	0.7900
No log	3.9074	422	0.5728	0.7267	0.5728	0.7568
No log	3.9259	424	0.5290	0.7267	0.5290	0.7273
No log	3.9444	426	0.5204	0.7267	0.5204	0.7214
No log	3.9630	428	0.5263	0.7018	0.5263	0.7254
No log	3.9815	430	0.5676	0.7018	0.5676	0.7534
No log	4.0	432	0.6368	0.6909	0.6368	0.7980
No log	4.0185	434	0.6328	0.6909	0.6328	0.7955
No log	4.0370	436	0.5862	0.6909	0.5862	0.7656
No log	4.0556	438	0.5039	0.7018	0.5039	0.7098
No log	4.0741	440	0.4337	0.7647	0.4337	0.6586
No log	4.0926	442	0.4224	0.7602	0.4224	0.6499
No log	4.1111	444	0.4559	0.7636	0.4559	0.6752
No log	4.1296	446	0.4593	0.7636	0.4593	0.6777
No log	4.1481	448	0.4501	0.75	0.4501	0.6709
No log	4.1667	450	0.4624	0.7897	0.4624	0.6800
No log	4.1852	452	0.5136	0.7511	0.5136	0.7166
No log	4.2037	454	0.5615	0.7267	0.5615	0.7493
No log	4.2222	456	0.5883	0.7267	0.5883	0.7670
No log	4.2407	458	0.5664	0.7511	0.5664	0.7526
No log	4.2593	460	0.5935	0.7511	0.5935	0.7704
No log	4.2778	462	0.6155	0.7267	0.6155	0.7845
No log	4.2963	464	0.6231	0.7267	0.6231	0.7894
No log	4.3148	466	0.6484	0.6909	0.6484	0.8052
No log	4.3333	468	0.6807	0.6909	0.6807	0.8250
No log	4.3519	470	0.6994	0.6909	0.6994	0.8363
No log	4.3704	472	0.6629	0.6909	0.6629	0.8142
No log	4.3889	474	0.6277	0.6909	0.6277	0.7923
No log	4.4074	476	0.5914	0.7267	0.5914	0.7690
No log	4.4259	478	0.5947	0.7149	0.5947	0.7711
No log	4.4444	480	0.5757	0.7267	0.5757	0.7588
No log	4.4630	482	0.5471	0.7267	0.5471	0.7396
No log	4.4815	484	0.5387	0.7267	0.5387	0.7340
No log	4.5	486	0.5287	0.7267	0.5287	0.7271
No log	4.5185	488	0.4734	0.7037	0.4734	0.6881
No log	4.5370	490	0.4334	0.7442	0.4334	0.6584
No log	4.5556	492	0.4309	0.7442	0.4309	0.6564
No log	4.5741	494	0.4650	0.7304	0.4650	0.6819
No log	4.5926	496	0.5100	0.7267	0.5100	0.7141
No log	4.6111	498	0.5774	0.7267	0.5774	0.7598
0.3612	4.6296	500	0.6143	0.7267	0.6143	0.7838
0.3612	4.6481	502	0.5963	0.7267	0.5963	0.7722
0.3612	4.6667	504	0.5837	0.7267	0.5837	0.7640
0.3612	4.6852	506	0.5419	0.7267	0.5419	0.7362
0.3612	4.7037	508	0.5203	0.7511	0.5203	0.7213
0.3612	4.7222	510	0.5376	0.7267	0.5376	0.7332
0.3612	4.7407	512	0.5589	0.7267	0.5589	0.7476
0.3612	4.7593	514	0.5857	0.7267	0.5857	0.7653
0.3612	4.7778	516	0.5742	0.7267	0.5742	0.7578
0.3612	4.7963	518	0.5565	0.7267	0.5565	0.7460
0.3612	4.8148	520	0.5191	0.7176	0.5191	0.7205
0.3612	4.8333	522	0.4910	0.7465	0.4910	0.7007
0.3612	4.8519	524	0.4922	0.7465	0.4922	0.7016
0.3612	4.8704	526	0.4951	0.7465	0.4951	0.7036
0.3612	4.8889	528	0.5057	0.7176	0.5057	0.7111
0.3612	4.9074	530	0.5410	0.7267	0.5410	0.7355
0.3612	4.9259	532	0.5603	0.7267	0.5603	0.7485
0.3612	4.9444	534	0.5625	0.7267	0.5625	0.7500
0.3612	4.9630	536	0.6082	0.7267	0.6082	0.7799
0.3612	4.9815	538	0.6694	0.6909	0.6694	0.8181
0.3612	5.0	540	0.7058	0.6909	0.7058	0.8401
0.3612	5.0185	542	0.7442	0.6909	0.7442	0.8627
0.3612	5.0370	544	0.7898	0.6488	0.7898	0.8887
0.3612	5.0556	546	0.8132	0.6488	0.8132	0.9018
0.3612	5.0741	548	0.7959	0.6488	0.7959	0.8921
0.3612	5.0926	550	0.7613	0.6488	0.7613	0.8725
0.3612	5.1111	552	0.6824	0.6909	0.6824	0.8261
0.3612	5.1296	554	0.6230	0.6909	0.6230	0.7893
0.3612	5.1481	556	0.5759	0.7267	0.5759	0.7589
0.3612	5.1667	558	0.5419	0.7267	0.5419	0.7361
0.3612	5.1852	560	0.5131	0.7267	0.5131	0.7163
0.3612	5.2037	562	0.5183	0.7267	0.5183	0.7199
0.3612	5.2222	564	0.5069	0.7304	0.5069	0.7120
0.3612	5.2407	566	0.4994	0.7712	0.4994	0.7067
0.3612	5.2593	568	0.5000	0.7712	0.5000	0.7071
0.3612	5.2778	570	0.5011	0.7712	0.5011	0.7079
0.3612	5.2963	572	0.5060	0.7712	0.5060	0.7113
0.3612	5.3148	574	0.5106	0.7712	0.5106	0.7146
0.3612	5.3333	576	0.5132	0.7712	0.5132	0.7164
0.3612	5.3519	578	0.5152	0.7712	0.5152	0.7178
0.3612	5.3704	580	0.5158	0.7712	0.5158	0.7182
0.3612	5.3889	582	0.5228	0.7712	0.5228	0.7230
0.3612	5.4074	584	0.5297	0.7216	0.5297	0.7278
0.3612	5.4259	586	0.5368	0.6963	0.5368	0.7327
0.3612	5.4444	588	0.5283	0.6963	0.5283	0.7268
0.3612	5.4630	590	0.5090	0.7712	0.5090	0.7135
0.3612	5.4815	592	0.4998	0.7163	0.4998	0.7070
0.3612	5.5	594	0.4902	0.7163	0.4902	0.7001
0.3612	5.5185	596	0.4758	0.7857	0.4758	0.6898
0.3612	5.5370	598	0.4672	0.7857	0.4672	0.6835
0.3612	5.5556	600	0.4522	0.7985	0.4522	0.6725
0.3612	5.5741	602	0.4414	0.7985	0.4414	0.6644
0.3612	5.5926	604	0.4773	0.7393	0.4773	0.6909
0.3612	5.6111	606	0.5057	0.7267	0.5057	0.7111
0.3612	5.6296	608	0.5414	0.7267	0.5414	0.7358
0.3612	5.6481	610	0.6106	0.7267	0.6106	0.7814
0.3612	5.6667	612	0.6572	0.6667	0.6572	0.8107
0.3612	5.6852	614	0.6516	0.6667	0.6516	0.8072
0.3612	5.7037	616	0.6110	0.6667	0.6110	0.7816
0.3612	5.7222	618	0.5559	0.6767	0.5559	0.7456
0.3612	5.7407	620	0.5238	0.6491	0.5238	0.7238
0.3612	5.7593	622	0.5219	0.7037	0.5219	0.7224
0.3612	5.7778	624	0.5290	0.7037	0.5290	0.7273
0.3612	5.7963	626	0.5263	0.7037	0.5263	0.7254
0.3612	5.8148	628	0.5101	0.7037	0.5101	0.7142
0.3612	5.8333	630	0.5139	0.7393	0.5139	0.7169
0.3612	5.8519	632	0.5491	0.7267	0.5491	0.7410
0.3612	5.8704	634	0.5871	0.7267	0.5871	0.7662
0.3612	5.8889	636	0.5843	0.7267	0.5843	0.7644
0.3612	5.9074	638	0.5706	0.7267	0.5706	0.7554
0.3612	5.9259	640	0.5543	0.7267	0.5543	0.7445
0.3612	5.9444	642	0.5103	0.7393	0.5103	0.7143
0.3612	5.9630	644	0.4849	0.7393	0.4849	0.6964
0.3612	5.9815	646	0.4947	0.7393	0.4947	0.7034
0.3612	6.0	648	0.4964	0.7647	0.4964	0.7046
0.3612	6.0185	650	0.4983	0.7647	0.4983	0.7059
0.3612	6.0370	652	0.5081	0.7647	0.5081	0.7128
0.3612	6.0556	654	0.5159	0.7647	0.5159	0.7183
0.3612	6.0741	656	0.5225	0.7647	0.5225	0.7228
0.3612	6.0926	658	0.5731	0.7267	0.5731	0.7570
0.3612	6.1111	660	0.6058	0.7267	0.6058	0.7783
0.3612	6.1296	662	0.6256	0.7267	0.6256	0.7910
0.3612	6.1481	664	0.6473	0.7267	0.6473	0.8046
0.3612	6.1667	666	0.6722	0.7267	0.6722	0.8199
0.3612	6.1852	668	0.7150	0.6909	0.7150	0.8456
0.3612	6.2037	670	0.7604	0.6909	0.7604	0.8720
0.3612	6.2222	672	0.7850	0.6715	0.7850	0.8860
0.3612	6.2407	674	0.7855	0.6939	0.7855	0.8863
0.3612	6.2593	676	0.7527	0.7149	0.7527	0.8676
0.3612	6.2778	678	0.6970	0.7149	0.6970	0.8349
0.3612	6.2963	680	0.6623	0.7267	0.6623	0.8138
0.3612	6.3148	682	0.6268	0.7267	0.6268	0.7917
0.3612	6.3333	684	0.5982	0.7267	0.5982	0.7734
0.3612	6.3519	686	0.5846	0.7267	0.5846	0.7646
0.3612	6.3704	688	0.5748	0.7267	0.5748	0.7582
0.3612	6.3889	690	0.5801	0.7267	0.5801	0.7616
0.3612	6.4074	692	0.5871	0.7267	0.5871	0.7663
0.3612	6.4259	694	0.5967	0.7267	0.5967	0.7725
0.3612	6.4444	696	0.6016	0.7267	0.6016	0.7756
0.3612	6.4630	698	0.6127	0.7267	0.6127	0.7828
0.3612	6.4815	700	0.6228	0.7267	0.6228	0.7892
0.3612	6.5	702	0.6258	0.7267	0.6258	0.7911
0.3612	6.5185	704	0.6340	0.7267	0.6340	0.7963
0.3612	6.5370	706	0.6607	0.7267	0.6607	0.8128
0.3612	6.5556	708	0.6839	0.7149	0.6839	0.8270
0.3612	6.5741	710	0.7257	0.6909	0.7257	0.8519
0.3612	6.5926	712	0.7846	0.6939	0.7846	0.8858
0.3612	6.6111	714	0.8158	0.6964	0.8158	0.9032
0.3612	6.6296	716	0.8150	0.6964	0.8150	0.9028
0.3612	6.6481	718	0.7901	0.6964	0.7901	0.8889
0.3612	6.6667	720	0.7571	0.6939	0.7571	0.8701
0.3612	6.6852	722	0.7032	0.7267	0.7032	0.8386
0.3612	6.7037	724	0.6414	0.6606	0.6414	0.8009
0.3612	6.7222	726	0.6026	0.6606	0.6026	0.7762
0.3612	6.7407	728	0.6019	0.6606	0.6019	0.7758
0.3612	6.7593	730	0.6243	0.7267	0.6243	0.7901
0.3612	6.7778	732	0.6687	0.7267	0.6687	0.8178
0.3612	6.7963	734	0.7230	0.7160	0.7230	0.8503
0.3612	6.8148	736	0.7518	0.7160	0.7518	0.8671
0.3612	6.8333	738	0.7497	0.7160	0.7497	0.8659
0.3612	6.8519	740	0.7193	0.7149	0.7193	0.8481
0.3612	6.8704	742	0.6748	0.7149	0.6748	0.8215
0.3612	6.8889	744	0.6270	0.7149	0.6270	0.7918
0.3612	6.9074	746	0.6004	0.7267	0.6004	0.7749
0.3612	6.9259	748	0.5866	0.7267	0.5866	0.7659
0.3612	6.9444	750	0.5831	0.7267	0.5831	0.7636
0.3612	6.9630	752	0.5796	0.7267	0.5796	0.7613
0.3612	6.9815	754	0.5875	0.7267	0.5875	0.7665
0.3612	7.0	756	0.5976	0.7267	0.5976	0.7731
0.3612	7.0185	758	0.6083	0.7267	0.6083	0.7800
0.3612	7.0370	760	0.6040	0.7267	0.6040	0.7772
0.3612	7.0556	762	0.5885	0.6854	0.5885	0.7672
0.3612	7.0741	764	0.5838	0.6495	0.5838	0.7641
0.3612	7.0926	766	0.5761	0.6594	0.5761	0.7590
0.3612	7.1111	768	0.5771	0.6594	0.5771	0.7597
0.3612	7.1296	770	0.5801	0.6495	0.5801	0.7616
0.3612	7.1481	772	0.5879	0.6495	0.5879	0.7667
0.3612	7.1667	774	0.5891	0.6495	0.5891	0.7676
0.3612	7.1852	776	0.5821	0.6495	0.5821	0.7630
0.3612	7.2037	778	0.5738	0.6860	0.5738	0.7575
0.3612	7.2222	780	0.5671	0.6860	0.5671	0.7530
0.3612	7.2407	782	0.5640	0.6860	0.5640	0.7510
0.3612	7.2593	784	0.5565	0.6860	0.5565	0.7460
0.3612	7.2778	786	0.5615	0.6860	0.5615	0.7493
0.3612	7.2963	788	0.5829	0.6235	0.5829	0.7635
0.3612	7.3148	790	0.6189	0.6606	0.6189	0.7867
0.3612	7.3333	792	0.6579	0.7267	0.6579	0.8111
0.3612	7.3519	794	0.6875	0.7149	0.6875	0.8291
0.3612	7.3704	796	0.7140	0.7149	0.7140	0.8450
0.3612	7.3889	798	0.7215	0.7149	0.7215	0.8494
0.3612	7.4074	800	0.7079	0.7149	0.7079	0.8414
0.3612	7.4259	802	0.6889	0.7149	0.6889	0.8300
0.3612	7.4444	804	0.6644	0.7267	0.6644	0.8151
0.3612	7.4630	806	0.6418	0.7267	0.6418	0.8011
0.3612	7.4815	808	0.6421	0.7267	0.6421	0.8013
0.3612	7.5	810	0.6396	0.7267	0.6396	0.7997
0.3612	7.5185	812	0.6456	0.7267	0.6456	0.8035
0.3612	7.5370	814	0.6588	0.7267	0.6588	0.8117
0.3612	7.5556	816	0.6756	0.7267	0.6756	0.8220
0.3612	7.5741	818	0.6997	0.7267	0.6997	0.8365
0.3612	7.5926	820	0.7158	0.7160	0.7158	0.8461
0.3612	7.6111	822	0.7264	0.7160	0.7264	0.8523
0.3612	7.6296	824	0.7158	0.7149	0.7158	0.8460
0.3612	7.6481	826	0.6939	0.7267	0.6939	0.8330
0.3612	7.6667	828	0.6555	0.7267	0.6555	0.8096
0.3612	7.6852	830	0.6405	0.7267	0.6405	0.8003
0.3612	7.7037	832	0.6288	0.7267	0.6288	0.7930
0.3612	7.7222	834	0.6225	0.7267	0.6225	0.7890
0.3612	7.7407	836	0.6230	0.7267	0.6230	0.7893
0.3612	7.7593	838	0.6183	0.7267	0.6183	0.7863
0.3612	7.7778	840	0.6096	0.7267	0.6096	0.7807
0.3612	7.7963	842	0.5950	0.7267	0.5950	0.7714
0.3612	7.8148	844	0.5767	0.7267	0.5767	0.7594
0.3612	7.8333	846	0.5588	0.7267	0.5588	0.7475
0.3612	7.8519	848	0.5255	0.7267	0.5255	0.7249
0.3612	7.8704	850	0.5075	0.7267	0.5075	0.7124
0.3612	7.8889	852	0.5028	0.7267	0.5028	0.7091
0.3612	7.9074	854	0.4876	0.7267	0.4876	0.6983
0.3612	7.9259	856	0.4835	0.7267	0.4835	0.6954
0.3612	7.9444	858	0.4882	0.7267	0.4882	0.6987
0.3612	7.9630	860	0.4989	0.7267	0.4989	0.7063
0.3612	7.9815	862	0.5147	0.7267	0.5147	0.7174
0.3612	8.0	864	0.5260	0.7267	0.5260	0.7253
0.3612	8.0185	866	0.5380	0.7267	0.5380	0.7335
0.3612	8.0370	868	0.5316	0.7267	0.5316	0.7291
0.3612	8.0556	870	0.5101	0.7267	0.5101	0.7142
0.3612	8.0741	872	0.5039	0.7267	0.5039	0.7099
0.3612	8.0926	874	0.5033	0.7267	0.5033	0.7095
0.3612	8.1111	876	0.4982	0.7794	0.4982	0.7058
0.3612	8.1296	878	0.5067	0.7794	0.5067	0.7118
0.3612	8.1481	880	0.5242	0.7267	0.5242	0.7240
0.3612	8.1667	882	0.5403	0.7267	0.5403	0.7350
0.3612	8.1852	884	0.5511	0.7267	0.5511	0.7424
0.3612	8.2037	886	0.5481	0.7267	0.5481	0.7404
0.3612	8.2222	888	0.5493	0.7267	0.5493	0.7411
0.3612	8.2407	890	0.5524	0.7267	0.5524	0.7432
0.3612	8.2593	892	0.5499	0.7267	0.5499	0.7416
0.3612	8.2778	894	0.5601	0.7267	0.5601	0.7484
0.3612	8.2963	896	0.5766	0.7267	0.5766	0.7593
0.3612	8.3148	898	0.5784	0.7267	0.5784	0.7605
0.3612	8.3333	900	0.5671	0.7267	0.5671	0.7531
0.3612	8.3519	902	0.5491	0.7267	0.5491	0.7410
0.3612	8.3704	904	0.5475	0.7267	0.5475	0.7399
0.3612	8.3889	906	0.5429	0.7267	0.5429	0.7368
0.3612	8.4074	908	0.5422	0.7267	0.5422	0.7364
0.3612	8.4259	910	0.5461	0.7267	0.5461	0.7390
0.3612	8.4444	912	0.5593	0.7267	0.5593	0.7479
0.3612	8.4630	914	0.5732	0.7267	0.5732	0.7571
0.3612	8.4815	916	0.5812	0.7267	0.5812	0.7624
0.3612	8.5	918	0.5892	0.7267	0.5892	0.7676
0.3612	8.5185	920	0.5941	0.7267	0.5941	0.7708
0.3612	8.5370	922	0.6049	0.7267	0.6049	0.7778
0.3612	8.5556	924	0.6141	0.7267	0.6141	0.7836
0.3612	8.5741	926	0.6163	0.7267	0.6163	0.7850
0.3612	8.5926	928	0.6224	0.7267	0.6224	0.7889
0.3612	8.6111	930	0.6298	0.7018	0.6298	0.7936
0.3612	8.6296	932	0.6295	0.7018	0.6295	0.7934
0.3612	8.6481	934	0.6365	0.7018	0.6365	0.7978
0.3612	8.6667	936	0.6409	0.7018	0.6409	0.8005
0.3612	8.6852	938	0.6327	0.7018	0.6327	0.7955
0.3612	8.7037	940	0.6179	0.7018	0.6179	0.7861
0.3612	8.7222	942	0.5986	0.7267	0.5986	0.7737
0.3612	8.7407	944	0.5739	0.7267	0.5739	0.7575
0.3612	8.7593	946	0.5460	0.7267	0.5460	0.7389
0.3612	8.7778	948	0.5123	0.7267	0.5123	0.7158
0.3612	8.7963	950	0.4858	0.7393	0.4858	0.6970
0.3612	8.8148	952	0.4779	0.7267	0.4779	0.6913
0.3612	8.8333	954	0.4824	0.7267	0.4824	0.6945
0.3612	8.8519	956	0.4980	0.7267	0.4980	0.7057
0.3612	8.8704	958	0.5258	0.7267	0.5258	0.7251
0.3612	8.8889	960	0.5625	0.7267	0.5625	0.7500
0.3612	8.9074	962	0.5913	0.7018	0.5913	0.7690
0.3612	8.9259	964	0.6153	0.7018	0.6153	0.7844
0.3612	8.9444	966	0.6281	0.7040	0.6281	0.7926
0.3612	8.9630	968	0.6304	0.7040	0.6304	0.7940
0.3612	8.9815	970	0.6295	0.7040	0.6295	0.7934
0.3612	9.0	972	0.6284	0.7040	0.6284	0.7927
0.3612	9.0185	974	0.6157	0.7018	0.6157	0.7846
0.3612	9.0370	976	0.5976	0.7018	0.5976	0.7731
0.3612	9.0556	978	0.5780	0.7018	0.5780	0.7603
0.3612	9.0741	980	0.5660	0.7267	0.5660	0.7524
0.3612	9.0926	982	0.5576	0.7267	0.5576	0.7467
0.3612	9.1111	984	0.5509	0.7267	0.5509	0.7422
0.3612	9.1296	986	0.5470	0.7267	0.5470	0.7396
0.3612	9.1481	988	0.5443	0.7267	0.5443	0.7377
0.3612	9.1667	990	0.5455	0.7267	0.5455	0.7386
0.3612	9.1852	992	0.5498	0.7267	0.5498	0.7415
0.3612	9.2037	994	0.5622	0.7018	0.5622	0.7498
0.3612	9.2222	996	0.5778	0.7018	0.5778	0.7601
0.3612	9.2407	998	0.5882	0.7018	0.5882	0.7669
0.064	9.2593	1000	0.6001	0.7018	0.6001	0.7746
0.064	9.2778	1002	0.6051	0.7018	0.6051	0.7779
0.064	9.2963	1004	0.6147	0.7040	0.6147	0.7840
0.064	9.3148	1006	0.6215	0.7040	0.6215	0.7883
0.064	9.3333	1008	0.6282	0.7040	0.6282	0.7926
0.064	9.3519	1010	0.6388	0.7451	0.6388	0.7992
0.064	9.3704	1012	0.6445	0.7451	0.6445	0.8028
0.064	9.3889	1014	0.6441	0.7451	0.6441	0.8025
0.064	9.4074	1016	0.6384	0.7451	0.6384	0.7990
0.064	9.4259	1018	0.6289	0.7451	0.6289	0.7930
0.064	9.4444	1020	0.6178	0.7040	0.6178	0.7860
0.064	9.4630	1022	0.6028	0.7040	0.6028	0.7764
0.064	9.4815	1024	0.5922	0.7018	0.5922	0.7695
0.064	9.5	1026	0.5824	0.7018	0.5824	0.7632
0.064	9.5185	1028	0.5738	0.7267	0.5738	0.7575
0.064	9.5370	1030	0.5689	0.7267	0.5689	0.7542
0.064	9.5556	1032	0.5624	0.7267	0.5624	0.7500
0.064	9.5741	1034	0.5573	0.7267	0.5573	0.7465
0.064	9.5926	1036	0.5527	0.7267	0.5527	0.7435
0.064	9.6111	1038	0.5482	0.7267	0.5482	0.7404
0.064	9.6296	1040	0.5450	0.7267	0.5450	0.7382
0.064	9.6481	1042	0.5425	0.7267	0.5425	0.7366
0.064	9.6667	1044	0.5402	0.7267	0.5402	0.7350
0.064	9.6852	1046	0.5383	0.7267	0.5383	0.7337
0.064	9.7037	1048	0.5391	0.7267	0.5391	0.7342
0.064	9.7222	1050	0.5401	0.7267	0.5401	0.7349
0.064	9.7407	1052	0.5410	0.7267	0.5410	0.7355
0.064	9.7593	1054	0.5421	0.7267	0.5421	0.7363
0.064	9.7778	1056	0.5421	0.7267	0.5421	0.7363
0.064	9.7963	1058	0.5421	0.7267	0.5421	0.7362
0.064	9.8148	1060	0.5418	0.7267	0.5418	0.7361
0.064	9.8333	1062	0.5416	0.7267	0.5416	0.7359
0.064	9.8519	1064	0.5421	0.7267	0.5421	0.7363
0.064	9.8704	1066	0.5425	0.7267	0.5425	0.7365
0.064	9.8889	1068	0.5430	0.7267	0.5430	0.7369
0.064	9.9074	1070	0.5428	0.7267	0.5428	0.7368
0.064	9.9259	1072	0.5423	0.7267	0.5423	0.7364
0.064	9.9444	1074	0.5424	0.7267	0.5424	0.7365
0.064	9.9630	1076	0.5427	0.7267	0.5427	0.7367
0.064	9.9815	1078	0.5429	0.7267	0.5429	0.7368
0.064	10.0	1080	0.5431	0.7267	0.5431	0.7369

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