Arabic_FineTuningAraBERT_AugV5_k20_task5_organization_fold0

MayBashendy/Arabic_FineTuningAraBERT_AugV5_k20_task5_organization_fold0

Arabic_FineTuningAraBERT_AugV5_k20_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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1.1 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: 65f871a0

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV5_k20_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: 0.5991
Qwk: 0.7002
Mse: 0.5991
Rmse: 0.7740

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	0.0227	2	2.3317	-0.1405	2.3317	1.5270
No log	0.0455	4	1.6383	-0.0616	1.6383	1.2800
No log	0.0682	6	1.3430	0.0146	1.3430	1.1589
No log	0.0909	8	1.0667	0.2748	1.0667	1.0328
No log	0.1136	10	0.9352	0.3050	0.9352	0.9670
No log	0.1364	12	0.9367	0.1304	0.9367	0.9678
No log	0.1591	14	1.0061	0.1304	1.0061	1.0031
No log	0.1818	16	1.0951	0.1304	1.0951	1.0464
No log	0.2045	18	1.0892	0.1304	1.0892	1.0436
No log	0.2273	20	1.0375	0.1304	1.0375	1.0186
No log	0.25	22	1.0523	0.2578	1.0523	1.0258
No log	0.2727	24	1.1378	-0.0169	1.1378	1.0667
No log	0.2955	26	1.0332	0.3772	1.0332	1.0165
No log	0.3182	28	1.0137	0.1985	1.0137	1.0068
No log	0.3409	30	1.0135	0.2278	1.0135	1.0067
No log	0.3636	32	0.9580	0.2578	0.9580	0.9788
No log	0.3864	34	0.9704	0.3407	0.9704	0.9851
No log	0.4091	36	0.9114	0.3407	0.9114	0.9547
No log	0.4318	38	0.9125	0.3050	0.9125	0.9553
No log	0.4545	40	0.9092	0.2578	0.9092	0.9535
No log	0.4773	42	0.9064	0.2748	0.9064	0.9520
No log	0.5	44	0.9306	0.3208	0.9306	0.9647
No log	0.5227	46	0.8867	0.3050	0.8867	0.9417
No log	0.5455	48	0.9014	0.1304	0.9014	0.9494
No log	0.5682	50	1.0385	0.2222	1.0385	1.0191
No log	0.5909	52	1.0249	0.3174	1.0249	1.0124
No log	0.6136	54	1.0060	0.3174	1.0060	1.0030
No log	0.6364	56	0.9685	0.3174	0.9685	0.9841
No log	0.6591	58	0.9277	0.2391	0.9277	0.9631
No log	0.6818	60	0.8936	0.2391	0.8936	0.9453
No log	0.7045	62	0.8525	0.2391	0.8525	0.9233
No log	0.7273	64	0.8267	0.2391	0.8267	0.9092
No log	0.75	66	0.8266	0.2832	0.8266	0.9092
No log	0.7727	68	0.8020	0.2553	0.8020	0.8955
No log	0.7955	70	0.7925	0.3127	0.7925	0.8902
No log	0.8182	72	0.8563	0.3403	0.8563	0.9253
No log	0.8409	74	0.9278	0.3814	0.9278	0.9632
No log	0.8636	76	0.8244	0.3709	0.8244	0.9079
No log	0.8864	78	0.8337	0.3354	0.8337	0.9131
No log	0.9091	80	0.8463	0.4550	0.8463	0.9199
No log	0.9318	82	0.8336	0.4888	0.8336	0.9130
No log	0.9545	84	0.8206	0.3581	0.8206	0.9059
No log	0.9773	86	0.8376	0.4888	0.8376	0.9152
No log	1.0	88	0.8280	0.3581	0.8280	0.9100
No log	1.0227	90	0.8586	0.4888	0.8586	0.9266
No log	1.0455	92	0.9719	0.5181	0.9719	0.9859
No log	1.0682	94	1.0596	0.4655	1.0596	1.0294
No log	1.0909	96	1.1657	0.4655	1.1657	1.0797
No log	1.1136	98	1.1783	0.3946	1.1783	1.0855
No log	1.1364	100	1.1732	0.4203	1.1732	1.0831
No log	1.1591	102	1.1013	0.5139	1.1013	1.0494
No log	1.1818	104	1.0676	0.4655	1.0676	1.0332
No log	1.2045	106	0.9323	0.5918	0.9323	0.9655
No log	1.2273	108	0.8140	0.5707	0.8140	0.9022
No log	1.25	110	0.8010	0.5455	0.8010	0.8950
No log	1.2727	112	0.9807	0.4133	0.9807	0.9903
No log	1.2955	114	1.0495	0.4133	1.0495	1.0245
No log	1.3182	116	1.0311	0.4643	1.0311	1.0154
No log	1.3409	118	0.8308	0.6429	0.8308	0.9115
No log	1.3636	120	0.7520	0.6752	0.7520	0.8672
No log	1.3864	122	0.7152	0.6129	0.7152	0.8457
No log	1.4091	124	0.7859	0.6574	0.7859	0.8865
No log	1.4318	126	0.9156	0.6336	0.9156	0.9569
No log	1.4545	128	0.8593	0.6667	0.8593	0.9270
No log	1.4773	130	0.8118	0.6667	0.8118	0.9010
No log	1.5	132	0.9637	0.6622	0.9637	0.9817
No log	1.5227	134	1.1244	0.6372	1.1244	1.0604
No log	1.5455	136	1.2166	0.5604	1.2166	1.1030
No log	1.5682	138	1.2277	0.5852	1.2277	1.1080
No log	1.5909	140	1.2997	0.5059	1.2997	1.1400
No log	1.6136	142	1.1392	0.5833	1.1392	1.0673
No log	1.6364	144	0.9309	0.6718	0.9309	0.9648
No log	1.6591	146	0.7965	0.6421	0.7965	0.8925
No log	1.6818	148	0.7230	0.6421	0.7230	0.8503
No log	1.7045	150	0.7205	0.6421	0.7205	0.8488
No log	1.7273	152	0.8036	0.5991	0.8036	0.8965
No log	1.75	154	0.9075	0.6044	0.9075	0.9526
No log	1.7727	156	0.9784	0.6138	0.9784	0.9892
No log	1.7955	158	0.9077	0.6575	0.9077	0.9527
No log	1.8182	160	0.8721	0.6825	0.8721	0.9339
No log	1.8409	162	0.6473	0.6034	0.6473	0.8045
No log	1.8636	164	0.6280	0.4357	0.6280	0.7924
No log	1.8864	166	0.7729	0.5752	0.7729	0.8791
No log	1.9091	168	0.7680	0.5752	0.7680	0.8764
No log	1.9318	170	0.7648	0.5752	0.7648	0.8745
No log	1.9545	172	0.6866	0.6285	0.6866	0.8286
No log	1.9773	174	0.6504	0.6285	0.6504	0.8064
No log	2.0	176	0.5512	0.5690	0.5512	0.7424
No log	2.0227	178	0.5774	0.7317	0.5774	0.7599
No log	2.0455	180	0.7388	0.6782	0.7388	0.8595
No log	2.0682	182	0.8858	0.5663	0.8858	0.9411
No log	2.0909	184	0.9663	0.4872	0.9663	0.9830
No log	2.1136	186	0.9596	0.5388	0.9596	0.9796
No log	2.1364	188	0.9246	0.5388	0.9246	0.9616
No log	2.1591	190	0.8210	0.6231	0.8210	0.9061
No log	2.1818	192	0.6294	0.7190	0.6294	0.7934
No log	2.2045	194	0.4807	0.7579	0.4807	0.6933
No log	2.2273	196	0.4519	0.7222	0.4519	0.6723
No log	2.25	198	0.5015	0.7579	0.5015	0.7082
No log	2.2727	200	0.5695	0.7556	0.5695	0.7546
No log	2.2955	202	0.7167	0.7198	0.7167	0.8466
No log	2.3182	204	0.8719	0.6036	0.8719	0.9337
No log	2.3409	206	0.8956	0.5782	0.8956	0.9464
No log	2.3636	208	0.7600	0.6674	0.7600	0.8718
No log	2.3864	210	0.6743	0.6868	0.6743	0.8212
No log	2.4091	212	0.6341	0.7040	0.6341	0.7963
No log	2.4318	214	0.6141	0.7040	0.6141	0.7836
No log	2.4545	216	0.5986	0.7040	0.5986	0.7737
No log	2.4773	218	0.5747	0.7511	0.5747	0.7581
No log	2.5	220	0.5510	0.7176	0.5510	0.7423
No log	2.5227	222	0.5487	0.7511	0.5487	0.7408
No log	2.5455	224	0.5945	0.7689	0.5945	0.7710
No log	2.5682	226	0.5716	0.7689	0.5716	0.7561
No log	2.5909	228	0.5500	0.7495	0.5500	0.7416
No log	2.6136	230	0.5540	0.7495	0.5540	0.7443
No log	2.6364	232	0.5477	0.7410	0.5477	0.7401
No log	2.6591	234	0.5187	0.7410	0.5187	0.7202
No log	2.6818	236	0.5126	0.7333	0.5126	0.7160
No log	2.7045	238	0.5655	0.7410	0.5655	0.7520
No log	2.7273	240	0.6018	0.7595	0.6018	0.7758
No log	2.75	242	0.6695	0.7481	0.6695	0.8182
No log	2.7727	244	0.6239	0.7303	0.6239	0.7899
No log	2.7955	246	0.5949	0.7459	0.5949	0.7713
No log	2.8182	248	0.5931	0.7191	0.5931	0.7701
No log	2.8409	250	0.5936	0.7191	0.5936	0.7705
No log	2.8636	252	0.5839	0.7191	0.5839	0.7642
No log	2.8864	254	0.5781	0.6987	0.5781	0.7603
No log	2.9091	256	0.5938	0.7263	0.5938	0.7706
No log	2.9318	258	0.5861	0.7303	0.5861	0.7656
No log	2.9545	260	0.5765	0.7333	0.5765	0.7593
No log	2.9773	262	0.5701	0.7228	0.5701	0.7550
No log	3.0	264	0.5568	0.7303	0.5568	0.7462
No log	3.0227	266	0.5697	0.7386	0.5697	0.7548
No log	3.0455	268	0.6179	0.7386	0.6179	0.7860
No log	3.0682	270	0.6788	0.7379	0.6788	0.8239
No log	3.0909	272	0.7178	0.7373	0.7178	0.8473
No log	3.1136	274	0.7143	0.7373	0.7143	0.8452
No log	3.1364	276	0.7332	0.7379	0.7332	0.8563
No log	3.1591	278	0.6875	0.7386	0.6875	0.8291
No log	3.1818	280	0.5916	0.7386	0.5916	0.7692
No log	3.2045	282	0.5350	0.7386	0.5350	0.7314
No log	3.2273	284	0.5189	0.7098	0.5189	0.7203
No log	3.25	286	0.5337	0.7149	0.5337	0.7306
No log	3.2727	288	0.5576	0.7336	0.5576	0.7467
No log	3.2955	290	0.6081	0.7386	0.6081	0.7798
No log	3.3182	292	0.6555	0.7477	0.6555	0.8096
No log	3.3409	294	0.7108	0.7660	0.7108	0.8431
No log	3.3636	296	0.7631	0.6901	0.7631	0.8736
No log	3.3864	298	0.7680	0.6901	0.7680	0.8763
No log	3.4091	300	0.7234	0.7633	0.7234	0.8505
No log	3.4318	302	0.6415	0.7463	0.6415	0.8010
No log	3.4545	304	0.5965	0.7386	0.5965	0.7724
No log	3.4773	306	0.6114	0.7477	0.6114	0.7819
No log	3.5	308	0.6564	0.7477	0.6564	0.8102
No log	3.5227	310	0.6794	0.7691	0.6794	0.8243
No log	3.5455	312	0.6895	0.7442	0.6895	0.8303
No log	3.5682	314	0.7022	0.7442	0.7022	0.8380
No log	3.5909	316	0.7488	0.6868	0.7488	0.8653
No log	3.6136	318	0.7974	0.6336	0.7974	0.8930
No log	3.6364	320	0.8243	0.6407	0.8243	0.9079
No log	3.6591	322	0.8427	0.5725	0.8427	0.9180
No log	3.6818	324	0.8480	0.5826	0.8480	0.9208
No log	3.7045	326	0.8007	0.6627	0.8007	0.8948
No log	3.7273	328	0.7267	0.7660	0.7267	0.8525
No log	3.75	330	0.6339	0.7351	0.6339	0.7962
No log	3.7727	332	0.5863	0.7136	0.5863	0.7657
No log	3.7955	334	0.5271	0.6963	0.5271	0.7260
No log	3.8182	336	0.4923	0.7165	0.4923	0.7017
No log	3.8409	338	0.4855	0.7037	0.4855	0.6968
No log	3.8636	340	0.5596	0.7356	0.5596	0.7480
No log	3.8864	342	0.6285	0.7442	0.6285	0.7928
No log	3.9091	344	0.6497	0.7442	0.6497	0.8060
No log	3.9318	346	0.6658	0.7442	0.6658	0.8159
No log	3.9545	348	0.6926	0.7442	0.6926	0.8322
No log	3.9773	350	0.7462	0.7190	0.7462	0.8638
No log	4.0	352	0.8309	0.6674	0.8309	0.9116
No log	4.0227	354	0.9134	0.5514	0.9134	0.9557
No log	4.0455	356	0.9053	0.5979	0.9053	0.9515
No log	4.0682	358	0.7941	0.7198	0.7941	0.8911
No log	4.0909	360	0.6022	0.6977	0.6022	0.7760
No log	4.1136	362	0.5126	0.7356	0.5126	0.7159
No log	4.1364	364	0.4915	0.7120	0.4915	0.7011
No log	4.1591	366	0.4921	0.7120	0.4921	0.7015
No log	4.1818	368	0.5314	0.7094	0.5314	0.7290
No log	4.2045	370	0.6067	0.6977	0.6067	0.7789
No log	4.2273	372	0.6577	0.7190	0.6577	0.8110
No log	4.25	374	0.6370	0.6977	0.6370	0.7981
No log	4.2727	376	0.5848	0.6977	0.5848	0.7647
No log	4.2955	378	0.5242	0.7264	0.5242	0.7240
No log	4.3182	380	0.4926	0.7403	0.4926	0.7019
No log	4.3409	382	0.4771	0.7403	0.4771	0.6907
No log	4.3636	384	0.4707	0.7403	0.4707	0.6861
No log	4.3864	386	0.4884	0.7613	0.4884	0.6989
No log	4.4091	388	0.5577	0.7229	0.5577	0.7468
No log	4.4318	390	0.6699	0.6977	0.6699	0.8185
No log	4.4545	392	0.7764	0.6488	0.7764	0.8812
No log	4.4773	394	0.8530	0.5777	0.8530	0.9236
No log	4.5	396	0.8603	0.5777	0.8603	0.9275
No log	4.5227	398	0.8357	0.5777	0.8357	0.9142
No log	4.5455	400	0.7981	0.6488	0.7981	0.8934
No log	4.5682	402	0.7365	0.6421	0.7365	0.8582
No log	4.5909	404	0.6651	0.7229	0.6651	0.8155
No log	4.6136	406	0.6075	0.7477	0.6075	0.7794
No log	4.6364	408	0.5610	0.7477	0.5610	0.7490
No log	4.6591	410	0.5388	0.7722	0.5388	0.7340
No log	4.6818	412	0.5273	0.7722	0.5273	0.7262
No log	4.7045	414	0.5241	0.7722	0.5241	0.7239
No log	4.7273	416	0.5194	0.7722	0.5194	0.7207
No log	4.75	418	0.5517	0.7477	0.5517	0.7427
No log	4.7727	420	0.6157	0.7229	0.6157	0.7846
No log	4.7955	422	0.6356	0.7229	0.6356	0.7972
No log	4.8182	424	0.6315	0.7229	0.6315	0.7947
No log	4.8409	426	0.6254	0.7229	0.6254	0.7908
No log	4.8636	428	0.5960	0.7229	0.5960	0.7720
No log	4.8864	430	0.5583	0.7229	0.5583	0.7472
No log	4.9091	432	0.5605	0.7356	0.5605	0.7487
No log	4.9318	434	0.5456	0.7356	0.5456	0.7386
No log	4.9545	436	0.5156	0.7613	0.5156	0.7180
No log	4.9773	438	0.5057	0.7356	0.5057	0.7111
No log	5.0	440	0.5004	0.7094	0.5004	0.7074
No log	5.0227	442	0.5168	0.7094	0.5168	0.7189
No log	5.0455	444	0.5591	0.7094	0.5591	0.7477
No log	5.0682	446	0.6269	0.6977	0.6269	0.7918
No log	5.0909	448	0.6988	0.7002	0.6988	0.8359
No log	5.1136	450	0.7339	0.7024	0.7339	0.8567
No log	5.1364	452	0.7184	0.7610	0.7184	0.8476
No log	5.1591	454	0.6757	0.7806	0.6757	0.8220
No log	5.1818	456	0.6430	0.7806	0.6430	0.8019
No log	5.2045	458	0.6048	0.8051	0.6048	0.7777
No log	5.2273	460	0.5520	0.7689	0.5520	0.7430
No log	5.25	462	0.5535	0.7689	0.5535	0.7440
No log	5.2727	464	0.5351	0.7463	0.5351	0.7315
No log	5.2955	466	0.5205	0.7463	0.5205	0.7215
No log	5.3182	468	0.5351	0.7351	0.5351	0.7315
No log	5.3409	470	0.5626	0.7234	0.5626	0.7500
No log	5.3636	472	0.6398	0.7002	0.6398	0.7999
No log	5.3864	474	0.6567	0.7002	0.6567	0.8104
No log	5.4091	476	0.6431	0.7002	0.6431	0.8020
No log	5.4318	478	0.6050	0.7002	0.6050	0.7778
No log	5.4545	480	0.5382	0.7588	0.5382	0.7336
No log	5.4773	482	0.4886	0.7867	0.4886	0.6990
No log	5.5	484	0.4794	0.7531	0.4794	0.6924
No log	5.5227	486	0.5029	0.7867	0.5029	0.7092
No log	5.5455	488	0.5555	0.7351	0.5555	0.7453
No log	5.5682	490	0.6089	0.7234	0.6089	0.7803
No log	5.5909	492	0.6313	0.7234	0.6313	0.7945
No log	5.6136	494	0.6189	0.7234	0.6189	0.7867
No log	5.6364	496	0.5969	0.7351	0.5969	0.7726
No log	5.6591	498	0.5508	0.7351	0.5508	0.7421
0.401	5.6818	500	0.5327	0.7356	0.5327	0.7299
0.401	5.7045	502	0.5630	0.7356	0.5630	0.7503
0.401	5.7273	504	0.6221	0.7234	0.6221	0.7887
0.401	5.75	506	0.6908	0.7089	0.6908	0.8312
0.401	5.7727	508	0.7541	0.6862	0.7541	0.8684
0.401	5.7955	510	0.8316	0.6364	0.8316	0.9119
0.401	5.8182	512	0.8632	0.6862	0.8632	0.9291
0.401	5.8409	514	0.8652	0.6825	0.8652	0.9302
0.401	5.8636	516	0.8346	0.6825	0.8346	0.9136
0.401	5.8864	518	0.7452	0.6825	0.7452	0.8632
0.401	5.9091	520	0.6675	0.7315	0.6675	0.8170
0.401	5.9318	522	0.6261	0.7111	0.6261	0.7913
0.401	5.9545	524	0.5983	0.7229	0.5983	0.7735
0.401	5.9773	526	0.5659	0.7356	0.5659	0.7523
0.401	6.0	528	0.5599	0.7356	0.5599	0.7483
0.401	6.0227	530	0.5389	0.7356	0.5389	0.7341
0.401	6.0455	532	0.5165	0.7867	0.5165	0.7187
0.401	6.0682	534	0.5119	0.7867	0.5119	0.7154
0.401	6.0909	536	0.5127	0.7867	0.5127	0.7160
0.401	6.1136	538	0.5185	0.7867	0.5185	0.7200
0.401	6.1364	540	0.5593	0.7477	0.5593	0.7479
0.401	6.1591	542	0.6084	0.7229	0.6084	0.7800
0.401	6.1818	544	0.6646	0.7111	0.6646	0.8152
0.401	6.2045	546	0.7129	0.6574	0.7129	0.8444
0.401	6.2273	548	0.7337	0.6574	0.7337	0.8565
0.401	6.25	550	0.7366	0.7111	0.7366	0.8583
0.401	6.2727	552	0.7069	0.7111	0.7069	0.8408
0.401	6.2955	554	0.6786	0.7111	0.6786	0.8238
0.401	6.3182	556	0.6884	0.7111	0.6884	0.8297
0.401	6.3409	558	0.6845	0.7125	0.6845	0.8274
0.401	6.3636	560	0.6894	0.7125	0.6894	0.8303
0.401	6.3864	562	0.6701	0.7125	0.6701	0.8186
0.401	6.4091	564	0.6817	0.7125	0.6817	0.8257
0.401	6.4318	566	0.7176	0.7125	0.7176	0.8471
0.401	6.4545	568	0.7110	0.7125	0.7110	0.8432
0.401	6.4773	570	0.6964	0.7125	0.6964	0.8345
0.401	6.5	572	0.6327	0.7125	0.6327	0.7954
0.401	6.5227	574	0.5659	0.7125	0.5659	0.7523
0.401	6.5455	576	0.5296	0.7689	0.5296	0.7277
0.401	6.5682	578	0.5360	0.7477	0.5360	0.7321
0.401	6.5909	580	0.5601	0.7111	0.5601	0.7484
0.401	6.6136	582	0.5946	0.7111	0.5946	0.7711
0.401	6.6364	584	0.6458	0.6901	0.6458	0.8036
0.401	6.6591	586	0.6928	0.7089	0.6928	0.8323
0.401	6.6818	588	0.7151	0.7089	0.7151	0.8457
0.401	6.7045	590	0.7402	0.7089	0.7402	0.8603
0.401	6.7273	592	0.7745	0.7089	0.7745	0.8801
0.401	6.75	594	0.7564	0.7089	0.7564	0.8697
0.401	6.7727	596	0.7187	0.7089	0.7187	0.8478
0.401	6.7955	598	0.6898	0.7089	0.6898	0.8306
0.401	6.8182	600	0.6598	0.7089	0.6598	0.8123
0.401	6.8409	602	0.5913	0.7002	0.5913	0.7690
0.401	6.8636	604	0.5423	0.7463	0.5423	0.7364
0.401	6.8864	606	0.5322	0.7463	0.5322	0.7295
0.401	6.9091	608	0.5375	0.7463	0.5375	0.7332
0.401	6.9318	610	0.5373	0.7463	0.5373	0.7330
0.401	6.9545	612	0.5523	0.7463	0.5523	0.7432
0.401	6.9773	614	0.5376	0.7463	0.5376	0.7332
0.401	7.0	616	0.5302	0.7463	0.5302	0.7281
0.401	7.0227	618	0.5324	0.7463	0.5324	0.7296
0.401	7.0455	620	0.5117	0.7463	0.5117	0.7153
0.401	7.0682	622	0.5334	0.7463	0.5334	0.7304
0.401	7.0909	624	0.5642	0.7234	0.5642	0.7512
0.401	7.1136	626	0.5634	0.7234	0.5634	0.7506
0.401	7.1364	628	0.5525	0.7002	0.5525	0.7433
0.401	7.1591	630	0.5457	0.7002	0.5457	0.7387
0.401	7.1818	632	0.5663	0.7002	0.5663	0.7525
0.401	7.2045	634	0.5930	0.7002	0.5930	0.7701
0.401	7.2273	636	0.6025	0.6977	0.6025	0.7762
0.401	7.25	638	0.6098	0.6977	0.6098	0.7809
0.401	7.2727	640	0.6545	0.7190	0.6545	0.8090
0.401	7.2955	642	0.6948	0.7072	0.6948	0.8335
0.401	7.3182	644	0.7228	0.7072	0.7228	0.8502
0.401	7.3409	646	0.7298	0.7072	0.7298	0.8543
0.401	7.3636	648	0.7293	0.7072	0.7293	0.8540
0.401	7.3864	650	0.7288	0.7072	0.7288	0.8537
0.401	7.4091	652	0.6971	0.7198	0.6971	0.8349
0.401	7.4318	654	0.6736	0.7198	0.6736	0.8208
0.401	7.4545	656	0.6516	0.7198	0.6516	0.8072
0.401	7.4773	658	0.6181	0.7430	0.6181	0.7862
0.401	7.5	660	0.5765	0.7234	0.5765	0.7593
0.401	7.5227	662	0.5475	0.7234	0.5475	0.7399
0.401	7.5455	664	0.5548	0.7234	0.5548	0.7448
0.401	7.5682	666	0.5841	0.7234	0.5841	0.7643
0.401	7.5909	668	0.5973	0.7229	0.5973	0.7728
0.401	7.6136	670	0.5868	0.7229	0.5868	0.7660
0.401	7.6364	672	0.5888	0.7229	0.5888	0.7673
0.401	7.6591	674	0.6004	0.7229	0.6004	0.7748
0.401	7.6818	676	0.6190	0.7234	0.6190	0.7868
0.401	7.7045	678	0.5924	0.7234	0.5924	0.7697
0.401	7.7273	680	0.5553	0.7234	0.5553	0.7452
0.401	7.75	682	0.5309	0.7234	0.5309	0.7286
0.401	7.7727	684	0.5257	0.7234	0.5257	0.7250
0.401	7.7955	686	0.5265	0.7234	0.5265	0.7256
0.401	7.8182	688	0.5503	0.7234	0.5503	0.7418
0.401	7.8409	690	0.5757	0.7234	0.5757	0.7587
0.401	7.8636	692	0.6026	0.7234	0.6026	0.7763
0.401	7.8864	694	0.6117	0.7234	0.6117	0.7821
0.401	7.9091	696	0.6180	0.7234	0.6180	0.7861
0.401	7.9318	698	0.6005	0.7234	0.6005	0.7749
0.401	7.9545	700	0.5847	0.7234	0.5847	0.7647
0.401	7.9773	702	0.5801	0.7234	0.5801	0.7616
0.401	8.0	704	0.5877	0.7234	0.5877	0.7666
0.401	8.0227	706	0.5972	0.7234	0.5972	0.7728
0.401	8.0455	708	0.5910	0.7633	0.5910	0.7688
0.401	8.0682	710	0.5836	0.7633	0.5836	0.7639
0.401	8.0909	712	0.5533	0.7234	0.5533	0.7438
0.401	8.1136	714	0.5372	0.7234	0.5372	0.7329
0.401	8.1364	716	0.5305	0.7234	0.5305	0.7284
0.401	8.1591	718	0.5436	0.7234	0.5436	0.7373
0.401	8.1818	720	0.5704	0.7442	0.5704	0.7552
0.401	8.2045	722	0.5857	0.7442	0.5857	0.7653
0.401	8.2273	724	0.5875	0.7442	0.5875	0.7665
0.401	8.25	726	0.5881	0.7442	0.5881	0.7669
0.401	8.2727	728	0.5829	0.7442	0.5829	0.7635
0.401	8.2955	730	0.5739	0.7442	0.5739	0.7576
0.401	8.3182	732	0.5632	0.7229	0.5632	0.7504
0.401	8.3409	734	0.5552	0.7229	0.5552	0.7452
0.401	8.3636	736	0.5602	0.7229	0.5602	0.7485
0.401	8.3864	738	0.5706	0.7229	0.5706	0.7554
0.401	8.4091	740	0.5865	0.7234	0.5865	0.7658
0.401	8.4318	742	0.5800	0.7234	0.5800	0.7616
0.401	8.4545	744	0.5716	0.7234	0.5716	0.7561
0.401	8.4773	746	0.5627	0.7234	0.5627	0.7501
0.401	8.5	748	0.5699	0.7234	0.5699	0.7549
0.401	8.5227	750	0.5887	0.7430	0.5887	0.7672
0.401	8.5455	752	0.6062	0.7430	0.6062	0.7786
0.401	8.5682	754	0.6237	0.7198	0.6237	0.7897
0.401	8.5909	756	0.6291	0.7198	0.6291	0.7932
0.401	8.6136	758	0.6279	0.7198	0.6279	0.7924
0.401	8.6364	760	0.6215	0.7198	0.6215	0.7883
0.401	8.6591	762	0.6120	0.7198	0.6120	0.7823
0.401	8.6818	764	0.6133	0.7198	0.6133	0.7831
0.401	8.7045	766	0.6200	0.7198	0.6200	0.7874
0.401	8.7273	768	0.6242	0.7198	0.6242	0.7901
0.401	8.75	770	0.6243	0.7198	0.6243	0.7901
0.401	8.7727	772	0.6219	0.7198	0.6219	0.7886
0.401	8.7955	774	0.6289	0.7198	0.6289	0.7931
0.401	8.8182	776	0.6396	0.7198	0.6396	0.7998
0.401	8.8409	778	0.6599	0.7198	0.6599	0.8124
0.401	8.8636	780	0.6647	0.7198	0.6647	0.8153
0.401	8.8864	782	0.6601	0.7198	0.6601	0.8124
0.401	8.9091	784	0.6486	0.7198	0.6486	0.8054
0.401	8.9318	786	0.6397	0.7198	0.6397	0.7998
0.401	8.9545	788	0.6190	0.7002	0.6190	0.7867
0.401	8.9773	790	0.5953	0.7002	0.5953	0.7715
0.401	9.0	792	0.5742	0.7002	0.5742	0.7577
0.401	9.0227	794	0.5622	0.7002	0.5622	0.7498
0.401	9.0455	796	0.5585	0.7002	0.5585	0.7473
0.401	9.0682	798	0.5573	0.7002	0.5573	0.7466
0.401	9.0909	800	0.5556	0.7002	0.5556	0.7454
0.401	9.1136	802	0.5620	0.7002	0.5620	0.7497
0.401	9.1364	804	0.5694	0.7002	0.5694	0.7546
0.401	9.1591	806	0.5704	0.7002	0.5704	0.7553
0.401	9.1818	808	0.5701	0.7002	0.5701	0.7550
0.401	9.2045	810	0.5677	0.7002	0.5677	0.7535
0.401	9.2273	812	0.5530	0.7002	0.5530	0.7436
0.401	9.25	814	0.5391	0.7002	0.5391	0.7342
0.401	9.2727	816	0.5314	0.7002	0.5314	0.7289
0.401	9.2955	818	0.5298	0.7002	0.5298	0.7279
0.401	9.3182	820	0.5334	0.7002	0.5334	0.7303
0.401	9.3409	822	0.5371	0.7002	0.5371	0.7328
0.401	9.3636	824	0.5349	0.7002	0.5349	0.7314
0.401	9.3864	826	0.5330	0.7002	0.5330	0.7301
0.401	9.4091	828	0.5334	0.7002	0.5334	0.7303
0.401	9.4318	830	0.5461	0.7002	0.5461	0.7390
0.401	9.4545	832	0.5527	0.7002	0.5527	0.7435
0.401	9.4773	834	0.5589	0.7002	0.5589	0.7476
0.401	9.5	836	0.5656	0.7002	0.5656	0.7520
0.401	9.5227	838	0.5740	0.7002	0.5740	0.7577
0.401	9.5455	840	0.5849	0.7002	0.5849	0.7648
0.401	9.5682	842	0.5945	0.7002	0.5945	0.7710
0.401	9.5909	844	0.5980	0.7002	0.5980	0.7733
0.401	9.6136	846	0.6015	0.7002	0.6015	0.7756
0.401	9.6364	848	0.6077	0.7002	0.6077	0.7796
0.401	9.6591	850	0.6131	0.7002	0.6131	0.7830
0.401	9.6818	852	0.6195	0.7002	0.6195	0.7871
0.401	9.7045	854	0.6253	0.7002	0.6253	0.7907
0.401	9.7273	856	0.6238	0.7002	0.6238	0.7898
0.401	9.75	858	0.6252	0.7002	0.6252	0.7907
0.401	9.7727	860	0.6261	0.7002	0.6261	0.7913
0.401	9.7955	862	0.6223	0.7002	0.6223	0.7889
0.401	9.8182	864	0.6176	0.7002	0.6176	0.7859
0.401	9.8409	866	0.6134	0.7002	0.6134	0.7832
0.401	9.8636	868	0.6092	0.7002	0.6092	0.7805
0.401	9.8864	870	0.6063	0.7002	0.6063	0.7786
0.401	9.9091	872	0.6033	0.7002	0.6033	0.7767
0.401	9.9318	874	0.6007	0.7002	0.6007	0.7751
0.401	9.9545	876	0.5994	0.7002	0.5994	0.7742
0.401	9.9773	878	0.5991	0.7002	0.5991	0.7740
0.401	10.0	880	0.5991	0.7002	0.5991	0.7740

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