Arabic_FineTuningAraBERT_run3_AugV5_k10_task1_organization_fold0

MayBashendy/Arabic_FineTuningAraBERT_run3_AugV5_k10_task1_organization_fold0

Arabic_FineTuningAraBERT_run3_AugV5_k10_task1_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 28, 2024
Updated: Nov 28, 2024
SHA: 9dd22436

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_run3_AugV5_k10_task1_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: 0.7505
Qwk: 0.7429
Mse: 0.7505
Rmse: 0.8663

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	0.0182	2	5.2559	-0.0184	5.2559	2.2926
No log	0.0364	4	2.9615	0.1107	2.9615	1.7209
No log	0.0545	6	2.1309	0.1874	2.1309	1.4598
No log	0.0727	8	1.8788	0.0742	1.8788	1.3707
No log	0.0909	10	1.7106	0.0	1.7106	1.3079
No log	0.1091	12	1.4233	0.1951	1.4233	1.1930
No log	0.1273	14	1.6753	0.1736	1.6753	1.2944
No log	0.1455	16	1.8652	0.2396	1.8652	1.3657
No log	0.1636	18	1.6651	0.0950	1.6651	1.2904
No log	0.1818	20	1.4415	0.0742	1.4415	1.2006
No log	0.2	22	1.4692	0.0	1.4692	1.2121
No log	0.2182	24	1.7169	0.0	1.7169	1.3103
No log	0.2364	26	1.7564	0.0	1.7564	1.3253
No log	0.2545	28	1.6072	0.0	1.6072	1.2678
No log	0.2727	30	1.4009	0.3292	1.4009	1.1836
No log	0.2909	32	1.3937	0.2723	1.3937	1.1806
No log	0.3091	34	1.2867	0.2705	1.2867	1.1343
No log	0.3273	36	1.1736	0.1704	1.1736	1.0833
No log	0.3455	38	1.1279	0.2984	1.1279	1.0620
No log	0.3636	40	1.0878	0.4659	1.0878	1.0430
No log	0.3818	42	1.0257	0.4098	1.0257	1.0128
No log	0.4	44	1.1098	0.3243	1.1098	1.0535
No log	0.4182	46	1.3581	0.2472	1.3581	1.1654
No log	0.4364	48	1.1112	0.3494	1.1112	1.0542
No log	0.4545	50	0.8474	0.3527	0.8474	0.9205
No log	0.4727	52	0.7550	0.6631	0.7550	0.8689
No log	0.4909	54	0.7440	0.6988	0.7440	0.8626
No log	0.5091	56	0.7590	0.6182	0.7590	0.8712
No log	0.5273	58	0.7941	0.5772	0.7941	0.8911
No log	0.5455	60	0.8197	0.5742	0.8197	0.9054
No log	0.5636	62	0.9182	0.6031	0.9182	0.9582
No log	0.5818	64	0.7941	0.6503	0.7941	0.8911
No log	0.6	66	0.7347	0.5697	0.7347	0.8571
No log	0.6182	68	0.7334	0.6483	0.7334	0.8564
No log	0.6364	70	0.7345	0.6483	0.7345	0.8570
No log	0.6545	72	0.7562	0.6490	0.7562	0.8696
No log	0.6727	74	0.7567	0.6483	0.7567	0.8699
No log	0.6909	76	0.8037	0.6551	0.8037	0.8965
No log	0.7091	78	0.7976	0.6551	0.7976	0.8931
No log	0.7273	80	0.8159	0.5850	0.8159	0.9033
No log	0.7455	82	0.8183	0.5850	0.8183	0.9046
No log	0.7636	84	0.7952	0.5664	0.7952	0.8918
No log	0.7818	86	0.7603	0.6218	0.7603	0.8719
No log	0.8	88	0.7467	0.6476	0.7467	0.8641
No log	0.8182	90	0.7458	0.6476	0.7458	0.8636
No log	0.8364	92	0.7665	0.6543	0.7665	0.8755
No log	0.8545	94	0.7884	0.7188	0.7884	0.8879
No log	0.8727	96	0.7839	0.5281	0.7839	0.8854
No log	0.8909	98	0.8216	0.4562	0.8216	0.9064
No log	0.9091	100	0.7941	0.4562	0.7941	0.8911
No log	0.9273	102	0.8201	0.4562	0.8201	0.9056
No log	0.9455	104	0.8305	0.5082	0.8305	0.9113
No log	0.9636	106	0.7565	0.5082	0.7565	0.8698
No log	0.9818	108	0.7236	0.5933	0.7236	0.8507
No log	1.0	110	0.7192	0.5933	0.7192	0.8480
No log	1.0182	112	0.7216	0.6588	0.7216	0.8495
No log	1.0364	114	0.7364	0.6898	0.7364	0.8582
No log	1.0545	116	0.7556	0.6898	0.7556	0.8692
No log	1.0727	118	0.7802	0.6774	0.7802	0.8833
No log	1.0909	120	0.7966	0.7047	0.7966	0.8925
No log	1.1091	122	0.8335	0.7047	0.8335	0.9130
No log	1.1273	124	0.8455	0.6769	0.8455	0.9195
No log	1.1455	126	0.9421	0.5059	0.9421	0.9706
No log	1.1636	128	0.9644	0.5059	0.9644	0.9820
No log	1.1818	130	0.8649	0.5743	0.8649	0.9300
No log	1.2	132	0.7696	0.6368	0.7696	0.8772
No log	1.2182	134	0.7448	0.7109	0.7448	0.8630
No log	1.2364	136	0.7198	0.7355	0.7198	0.8484
No log	1.2545	138	0.7470	0.6272	0.7470	0.8643
No log	1.2727	140	0.8610	0.5926	0.8610	0.9279
No log	1.2909	142	0.8785	0.5926	0.8785	0.9373
No log	1.3091	144	0.9786	0.5737	0.9786	0.9893
No log	1.3273	146	1.0402	0.5737	1.0402	1.0199
No log	1.3455	148	0.9527	0.5737	0.9527	0.9761
No log	1.3636	150	0.7138	0.6616	0.7138	0.8449
No log	1.3818	152	0.6380	0.7801	0.6380	0.7988
No log	1.4	154	0.6563	0.7355	0.6563	0.8101
No log	1.4182	156	0.6308	0.7526	0.6308	0.7942
No log	1.4364	158	0.6831	0.7443	0.6831	0.8265
No log	1.4545	160	0.9866	0.6557	0.9866	0.9933
No log	1.4727	162	1.5487	0.2784	1.5487	1.2445
No log	1.4909	164	1.7081	0.3077	1.7081	1.3069
No log	1.5091	166	1.3597	0.4023	1.3597	1.1661
No log	1.5273	168	1.0069	0.5025	1.0069	1.0034
No log	1.5455	170	0.8045	0.7123	0.8045	0.8969
No log	1.5636	172	0.6816	0.7526	0.6816	0.8256
No log	1.5818	174	0.7180	0.7618	0.7180	0.8473
No log	1.6	176	0.7676	0.6719	0.7676	0.8761
No log	1.6182	178	0.7835	0.5097	0.7835	0.8852
No log	1.6364	180	0.7472	0.5723	0.7472	0.8644
No log	1.6545	182	0.7010	0.6011	0.7010	0.8373
No log	1.6727	184	0.6779	0.6776	0.6779	0.8233
No log	1.6909	186	0.6620	0.7413	0.6620	0.8136
No log	1.7091	188	0.6778	0.6061	0.6778	0.8233
No log	1.7273	190	0.7024	0.6934	0.7024	0.8381
No log	1.7455	192	0.6880	0.6316	0.6880	0.8294
No log	1.7636	194	0.7064	0.7529	0.7064	0.8405
No log	1.7818	196	0.7500	0.7696	0.7500	0.8661
No log	1.8	198	0.7699	0.7042	0.7699	0.8775
No log	1.8182	200	0.7518	0.7216	0.7518	0.8671
No log	1.8364	202	0.7623	0.7277	0.7623	0.8731
No log	1.8545	204	0.7645	0.7277	0.7645	0.8743
No log	1.8727	206	0.7772	0.7033	0.7772	0.8816
No log	1.8909	208	0.7938	0.6655	0.7938	0.8910
No log	1.9091	210	0.7811	0.6753	0.7811	0.8838
No log	1.9273	212	0.7829	0.6813	0.7829	0.8848
No log	1.9455	214	0.7854	0.6753	0.7854	0.8863
No log	1.9636	216	0.7939	0.6465	0.7939	0.8910
No log	1.9818	218	0.8138	0.6748	0.8138	0.9021
No log	2.0	220	0.8097	0.6693	0.8097	0.8999
No log	2.0182	222	0.8146	0.6412	0.8146	0.9025
No log	2.0364	224	0.8115	0.6818	0.8115	0.9009
No log	2.0545	226	0.7942	0.6713	0.7942	0.8912
No log	2.0727	228	0.8006	0.6898	0.8006	0.8947
No log	2.0909	230	0.7746	0.7003	0.7746	0.8801
No log	2.1091	232	0.7574	0.7024	0.7574	0.8703
No log	2.1273	234	0.8184	0.6682	0.8184	0.9047
No log	2.1455	236	0.8748	0.6260	0.8748	0.9353
No log	2.1636	238	0.8759	0.6219	0.8759	0.9359
No log	2.1818	240	0.8228	0.6682	0.8228	0.9071
No log	2.2	242	0.7953	0.7281	0.7953	0.8918
No log	2.2182	244	0.8145	0.7144	0.8145	0.9025
No log	2.2364	246	0.8573	0.7204	0.8573	0.9259
No log	2.2545	248	0.9054	0.5850	0.9054	0.9515
No log	2.2727	250	0.9207	0.5625	0.9207	0.9595
No log	2.2909	252	0.9202	0.5257	0.9202	0.9593
No log	2.3091	254	0.8696	0.5245	0.8696	0.9325
No log	2.3273	256	0.8639	0.6009	0.8639	0.9295
No log	2.3455	258	0.8971	0.5245	0.8971	0.9472
No log	2.3636	260	0.9292	0.4436	0.9292	0.9639
No log	2.3818	262	1.0103	0.4337	1.0103	1.0051
No log	2.4	264	1.0133	0.5247	1.0133	1.0066
No log	2.4182	266	0.9953	0.5813	0.9953	0.9977
No log	2.4364	268	0.9553	0.6778	0.9553	0.9774
No log	2.4545	270	0.9209	0.7144	0.9209	0.9597
No log	2.4727	272	0.9384	0.7144	0.9384	0.9687
No log	2.4909	274	0.9487	0.7144	0.9487	0.9740
No log	2.5091	276	0.9827	0.6341	0.9827	0.9913
No log	2.5273	278	1.0589	0.6778	1.0589	1.0290
No log	2.5455	280	1.0612	0.6573	1.0612	1.0302
No log	2.5636	282	1.0197	0.6778	1.0197	1.0098
No log	2.5818	284	0.9779	0.6588	0.9779	0.9889
No log	2.6	286	0.9371	0.6996	0.9371	0.9680
No log	2.6182	288	0.9603	0.6543	0.9603	0.9799
No log	2.6364	290	0.9349	0.6996	0.9349	0.9669
No log	2.6545	292	0.9031	0.6543	0.9031	0.9503
No log	2.6727	294	0.9059	0.6682	0.9059	0.9518
No log	2.6909	296	0.8686	0.6860	0.8686	0.9320
No log	2.7091	298	0.7725	0.6860	0.7725	0.8789
No log	2.7273	300	0.7509	0.5866	0.7509	0.8665
No log	2.7455	302	0.7884	0.5283	0.7884	0.8879
No log	2.7636	304	0.8070	0.5681	0.8070	0.8984
No log	2.7818	306	0.7803	0.6441	0.7803	0.8834
No log	2.8	308	0.7757	0.6748	0.7757	0.8807
No log	2.8182	310	0.8464	0.6441	0.8464	0.9200
No log	2.8364	312	0.8953	0.6952	0.8953	0.9462
No log	2.8545	314	0.8680	0.7204	0.8680	0.9316
No log	2.8727	316	0.8285	0.7144	0.8285	0.9102
No log	2.8909	318	0.8431	0.7	0.8431	0.9182
No log	2.9091	320	0.8513	0.7083	0.8513	0.9227
No log	2.9273	322	0.8822	0.7208	0.8822	0.9393
No log	2.9455	324	0.9326	0.6834	0.9326	0.9657
No log	2.9636	326	0.9083	0.6834	0.9083	0.9530
No log	2.9818	328	0.8378	0.7208	0.8378	0.9153
No log	3.0	330	0.8175	0.7212	0.8175	0.9042
No log	3.0182	332	0.8369	0.6755	0.8369	0.9148
No log	3.0364	334	0.8328	0.6809	0.8328	0.9126
No log	3.0545	336	0.8278	0.6966	0.8278	0.9099
No log	3.0727	338	0.8338	0.7208	0.8338	0.9131
No log	3.0909	340	0.8721	0.6952	0.8721	0.9339
No log	3.1091	342	0.8625	0.6952	0.8625	0.9287
No log	3.1273	344	0.8289	0.6688	0.8289	0.9104
No log	3.1455	346	0.8276	0.6418	0.8276	0.9097
No log	3.1636	348	0.8562	0.5838	0.8562	0.9253
No log	3.1818	350	0.8592	0.5838	0.8592	0.9269
No log	3.2	352	0.8241	0.6254	0.8241	0.9078
No log	3.2182	354	0.7922	0.6182	0.7922	0.8901
No log	3.2364	356	0.8307	0.6545	0.8307	0.9114
No log	3.2545	358	0.8723	0.6545	0.8723	0.9340
No log	3.2727	360	0.8435	0.6545	0.8435	0.9184
No log	3.2909	362	0.7920	0.6952	0.7920	0.8899
No log	3.3091	364	0.7782	0.7208	0.7782	0.8821
No log	3.3273	366	0.7922	0.6996	0.7922	0.8901
No log	3.3455	368	0.7973	0.7144	0.7973	0.8929
No log	3.3636	370	0.8058	0.7208	0.8058	0.8977
No log	3.3818	372	0.8664	0.6626	0.8664	0.9308
No log	3.4	374	0.9040	0.6791	0.9040	0.9508
No log	3.4182	376	0.8649	0.6791	0.8649	0.9300
No log	3.4364	378	0.8289	0.6797	0.8289	0.9105
No log	3.4545	380	0.7940	0.6738	0.7940	0.8911
No log	3.4727	382	0.7592	0.7204	0.7592	0.8713
No log	3.4909	384	0.7609	0.7204	0.7609	0.8723
No log	3.5091	386	0.7657	0.6741	0.7657	0.8750
No log	3.5273	388	0.7721	0.6741	0.7721	0.8787
No log	3.5455	390	0.7764	0.7204	0.7764	0.8811
No log	3.5636	392	0.7954	0.7204	0.7954	0.8919
No log	3.5818	394	0.7913	0.7204	0.7913	0.8896
No log	3.6	396	0.7776	0.7204	0.7776	0.8818
No log	3.6182	398	0.7682	0.6952	0.7682	0.8765
No log	3.6364	400	0.7405	0.7081	0.7405	0.8605
No log	3.6545	402	0.7121	0.7157	0.7121	0.8439
No log	3.6727	404	0.7088	0.6866	0.7088	0.8419
No log	3.6909	406	0.7199	0.6934	0.7199	0.8485
No log	3.7091	408	0.7339	0.6934	0.7339	0.8567
No log	3.7273	410	0.7240	0.6616	0.7240	0.8509
No log	3.7455	412	0.7177	0.6866	0.7177	0.8472
No log	3.7636	414	0.7191	0.7514	0.7191	0.8480
No log	3.7818	416	0.7402	0.7756	0.7402	0.8603
No log	3.8	418	0.7878	0.7273	0.7878	0.8876
No log	3.8182	420	0.8461	0.6626	0.8461	0.9198
No log	3.8364	422	0.8631	0.6388	0.8631	0.9290
No log	3.8545	424	0.8287	0.6797	0.8287	0.9104
No log	3.8727	426	0.7811	0.7019	0.7811	0.8838
No log	3.8909	428	0.7633	0.6996	0.7633	0.8737
No log	3.9091	430	0.7608	0.6996	0.7608	0.8723
No log	3.9273	432	0.7856	0.7055	0.7856	0.8863
No log	3.9455	434	0.8777	0.7178	0.8777	0.9368
No log	3.9636	436	0.9653	0.6910	0.9653	0.9825
No log	3.9818	438	0.9515	0.6940	0.9515	0.9754
No log	4.0	440	0.8500	0.7110	0.8500	0.9220
No log	4.0182	442	0.7507	0.7119	0.7507	0.8664
No log	4.0364	444	0.7053	0.7119	0.7053	0.8398
No log	4.0545	446	0.6988	0.7119	0.6988	0.8359
No log	4.0727	448	0.7009	0.6743	0.7009	0.8372
No log	4.0909	450	0.6906	0.7019	0.6906	0.8310
No log	4.1091	452	0.6757	0.6856	0.6757	0.8220
No log	4.1273	454	0.6856	0.7019	0.6856	0.8280
No log	4.1455	456	0.6844	0.7514	0.6844	0.8273
No log	4.1636	458	0.6801	0.7514	0.6801	0.8247
No log	4.1818	460	0.7057	0.7255	0.7057	0.8400
No log	4.2	462	0.7420	0.6797	0.7420	0.8614
No log	4.2182	464	0.7652	0.6797	0.7652	0.8748
No log	4.2364	466	0.7350	0.7081	0.7350	0.8573
No log	4.2545	468	0.6823	0.7014	0.6823	0.8260
No log	4.2727	470	0.6629	0.7756	0.6629	0.8142
No log	4.2909	472	0.6676	0.7277	0.6676	0.8171
No log	4.3091	474	0.6814	0.7119	0.6814	0.8255
No log	4.3273	476	0.7258	0.7273	0.7258	0.8520
No log	4.3455	478	0.7877	0.7273	0.7877	0.8875
No log	4.3636	480	0.8292	0.7586	0.8292	0.9106
No log	4.3818	482	0.8051	0.7273	0.8051	0.8973
No log	4.4	484	0.7653	0.7597	0.7653	0.8748
No log	4.4182	486	0.7620	0.7119	0.7620	0.8729
No log	4.4364	488	0.7535	0.7119	0.7535	0.8681
No log	4.4545	490	0.7122	0.7055	0.7122	0.8439
No log	4.4727	492	0.6969	0.7119	0.6969	0.8348
No log	4.4909	494	0.6953	0.7191	0.6953	0.8338
No log	4.5091	496	0.6938	0.7597	0.6938	0.8329
No log	4.5273	498	0.6983	0.7273	0.6983	0.8357
0.5565	4.5455	500	0.6939	0.7756	0.6939	0.8330
0.5565	4.5636	502	0.6970	0.7756	0.6970	0.8349
0.5565	4.5818	504	0.7082	0.7756	0.7082	0.8415
0.5565	4.6	506	0.7280	0.7756	0.7280	0.8532
0.5565	4.6182	508	0.7586	0.7273	0.7586	0.8710
0.5565	4.6364	510	0.7503	0.7273	0.7503	0.8662
0.5565	4.6545	512	0.7352	0.7756	0.7352	0.8574
0.5565	4.6727	514	0.7091	0.7756	0.7091	0.8421
0.5565	4.6909	516	0.6979	0.7597	0.6979	0.8354
0.5565	4.7091	518	0.7016	0.7756	0.7016	0.8376
0.5565	4.7273	520	0.7191	0.7756	0.7191	0.8480
0.5565	4.7455	522	0.7557	0.7756	0.7557	0.8693
0.5565	4.7636	524	0.8164	0.7014	0.8164	0.9036
0.5565	4.7818	526	0.8587	0.7014	0.8587	0.9266
0.5565	4.8	528	0.8676	0.7014	0.8676	0.9314
0.5565	4.8182	530	0.8341	0.7273	0.8341	0.9133
0.5565	4.8364	532	0.7966	0.7672	0.7966	0.8925
0.5565	4.8545	534	0.7875	0.7518	0.7875	0.8874
0.5565	4.8727	536	0.8062	0.7518	0.8062	0.8979
0.5565	4.8909	538	0.8241	0.7672	0.8241	0.9078
0.5565	4.9091	540	0.8265	0.7204	0.8265	0.9091
0.5565	4.9273	542	0.7940	0.7204	0.7940	0.8911
0.5565	4.9455	544	0.7657	0.7518	0.7657	0.8750
0.5565	4.9636	546	0.7598	0.7518	0.7598	0.8716
0.5565	4.9818	548	0.7613	0.7518	0.7613	0.8725
0.5565	5.0	550	0.7608	0.7518	0.7608	0.8723
0.5565	5.0182	552	0.7649	0.7518	0.7649	0.8746
0.5565	5.0364	554	0.7732	0.7518	0.7732	0.8793
0.5565	5.0545	556	0.7692	0.7518	0.7692	0.8770
0.5565	5.0727	558	0.7724	0.7518	0.7724	0.8789
0.5565	5.0909	560	0.7980	0.7518	0.7980	0.8933
0.5565	5.1091	562	0.8675	0.7756	0.8675	0.9314
0.5565	5.1273	564	0.8754	0.6978	0.8754	0.9356
0.5565	5.1455	566	0.8076	0.7672	0.8076	0.8987
0.5565	5.1636	568	0.7267	0.7518	0.7267	0.8525
0.5565	5.1818	570	0.6976	0.7518	0.6976	0.8353
0.5565	5.2	572	0.6938	0.7518	0.6938	0.8329
0.5565	5.2182	574	0.6919	0.7281	0.6919	0.8318
0.5565	5.2364	576	0.6754	0.7518	0.6754	0.8218
0.5565	5.2545	578	0.6920	0.7756	0.6920	0.8319
0.5565	5.2727	580	0.7423	0.6738	0.7423	0.8616
0.5565	5.2909	582	0.7568	0.6797	0.7568	0.8699
0.5565	5.3091	584	0.7244	0.6738	0.7244	0.8511
0.5565	5.3273	586	0.6959	0.7597	0.6959	0.8342
0.5565	5.3455	588	0.6912	0.7597	0.6912	0.8314
0.5565	5.3636	590	0.6874	0.7597	0.6874	0.8291
0.5565	5.3818	592	0.6847	0.7597	0.6847	0.8275
0.5565	5.4	594	0.6806	0.7597	0.6806	0.8250
0.5565	5.4182	596	0.6784	0.7086	0.6784	0.8236
0.5565	5.4364	598	0.6877	0.7157	0.6877	0.8293
0.5565	5.4545	600	0.7248	0.6797	0.7248	0.8514
0.5565	5.4727	602	0.7419	0.6797	0.7419	0.8613
0.5565	5.4909	604	0.7128	0.7756	0.7128	0.8443
0.5565	5.5091	606	0.7059	0.7756	0.7059	0.8402
0.5565	5.5273	608	0.7131	0.7756	0.7131	0.8444
0.5565	5.5455	610	0.7294	0.7255	0.7294	0.8540
0.5565	5.5636	612	0.7270	0.7255	0.7270	0.8527
0.5565	5.5818	614	0.7223	0.7086	0.7223	0.8499
0.5565	5.6	616	0.7191	0.7518	0.7191	0.8480
0.5565	5.6182	618	0.7287	0.7055	0.7287	0.8536
0.5565	5.6364	620	0.7419	0.7055	0.7419	0.8613
0.5565	5.6545	622	0.7705	0.7518	0.7705	0.8778
0.5565	5.6727	624	0.7959	0.7255	0.7959	0.8921
0.5565	5.6909	626	0.8171	0.6441	0.8171	0.9039
0.5565	5.7091	628	0.8221	0.6441	0.8221	0.9067
0.5565	5.7273	630	0.8132	0.6441	0.8132	0.9018
0.5565	5.7455	632	0.8014	0.7514	0.8014	0.8952
0.5565	5.7636	634	0.7790	0.7756	0.7790	0.8826
0.5565	5.7818	636	0.7744	0.7756	0.7744	0.8800
0.5565	5.8	638	0.7738	0.7756	0.7738	0.8796
0.5565	5.8182	640	0.7629	0.7756	0.7629	0.8734
0.5565	5.8364	642	0.7744	0.7081	0.7744	0.8800
0.5565	5.8545	644	0.7881	0.6797	0.7881	0.8878
0.5565	5.8727	646	0.7838	0.6797	0.7838	0.8853
0.5565	5.8909	648	0.7592	0.7081	0.7592	0.8713
0.5565	5.9091	650	0.7347	0.7081	0.7347	0.8571
0.5565	5.9273	652	0.7201	0.7598	0.7201	0.8486
0.5565	5.9455	654	0.7061	0.7756	0.7061	0.8403
0.5565	5.9636	656	0.7021	0.7597	0.7021	0.8379
0.5565	5.9818	658	0.7113	0.7597	0.7113	0.8434
0.5565	6.0	660	0.7213	0.7597	0.7213	0.8493
0.5565	6.0182	662	0.7473	0.7756	0.7473	0.8645
0.5565	6.0364	664	0.7698	0.7273	0.7698	0.8774
0.5565	6.0545	666	0.7537	0.7273	0.7537	0.8682
0.5565	6.0727	668	0.7341	0.7273	0.7341	0.8568
0.5565	6.0909	670	0.7057	0.7273	0.7057	0.8401
0.5565	6.1091	672	0.6899	0.7273	0.6899	0.8306
0.5565	6.1273	674	0.6798	0.7273	0.6798	0.8245
0.5565	6.1455	676	0.6881	0.7518	0.6881	0.8295
0.5565	6.1636	678	0.6939	0.6804	0.6939	0.8330
0.5565	6.1818	680	0.6915	0.6804	0.6915	0.8315
0.5565	6.2	682	0.6825	0.7119	0.6825	0.8262
0.5565	6.2182	684	0.6783	0.7597	0.6783	0.8236
0.5565	6.2364	686	0.6882	0.7597	0.6882	0.8296
0.5565	6.2545	688	0.6953	0.7597	0.6953	0.8339
0.5565	6.2727	690	0.7021	0.7597	0.7021	0.8379
0.5565	6.2909	692	0.6949	0.7182	0.6949	0.8336
0.5565	6.3091	694	0.6845	0.7681	0.6845	0.8273
0.5565	6.3273	696	0.6842	0.6622	0.6842	0.8272
0.5565	6.3455	698	0.7003	0.6797	0.7003	0.8368
0.5565	6.3636	700	0.7065	0.6797	0.7065	0.8405
0.5565	6.3818	702	0.6962	0.6797	0.6962	0.8344
0.5565	6.4	704	0.6881	0.6912	0.6881	0.8295
0.5565	6.4182	706	0.6945	0.7597	0.6945	0.8334
0.5565	6.4364	708	0.7282	0.7055	0.7282	0.8534
0.5565	6.4545	710	0.7780	0.7296	0.7780	0.8820
0.5565	6.4727	712	0.8293	0.7589	0.8293	0.9107
0.5565	6.4909	714	0.8617	0.7808	0.8617	0.9283
0.5565	6.5091	716	0.8638	0.7237	0.8638	0.9294
0.5565	6.5273	718	0.8646	0.7299	0.8646	0.9298
0.5565	6.5455	720	0.8327	0.7299	0.8327	0.9125
0.5565	6.5636	722	0.7863	0.7081	0.7863	0.8868
0.5565	6.5818	724	0.7507	0.7081	0.7507	0.8664
0.5565	6.6	726	0.7083	0.6797	0.7083	0.8416
0.5565	6.6182	728	0.6913	0.6797	0.6913	0.8315
0.5565	6.6364	730	0.6831	0.7333	0.6831	0.8265
0.5565	6.6545	732	0.6825	0.7333	0.6825	0.8261
0.5565	6.6727	734	0.6869	0.7333	0.6869	0.8288
0.5565	6.6909	736	0.6862	0.7333	0.6862	0.8284
0.5565	6.7091	738	0.6842	0.7157	0.6842	0.8272
0.5565	6.7273	740	0.6877	0.7157	0.6877	0.8293
0.5565	6.7455	742	0.6969	0.6797	0.6969	0.8348
0.5565	6.7636	744	0.7221	0.6797	0.7221	0.8498
0.5565	6.7818	746	0.7370	0.6797	0.7370	0.8585
0.5565	6.8	748	0.7212	0.6797	0.7212	0.8493
0.5565	6.8182	750	0.7058	0.7598	0.7058	0.8401
0.5565	6.8364	752	0.6838	0.7429	0.6838	0.8269
0.5565	6.8545	754	0.6779	0.7597	0.6779	0.8234
0.5565	6.8727	756	0.6764	0.7597	0.6764	0.8224
0.5565	6.8909	758	0.6732	0.7350	0.6732	0.8205
0.5565	6.9091	760	0.6879	0.7081	0.6879	0.8294
0.5565	6.9273	762	0.6968	0.7081	0.6968	0.8348
0.5565	6.9455	764	0.6929	0.7081	0.6929	0.8324
0.5565	6.9636	766	0.6897	0.7081	0.6897	0.8305
0.5565	6.9818	768	0.6963	0.7081	0.6963	0.8344
0.5565	7.0	770	0.7021	0.7081	0.7021	0.8379
0.5565	7.0182	772	0.6995	0.7598	0.6995	0.8364
0.5565	7.0364	774	0.6914	0.7333	0.6914	0.8315
0.5565	7.0545	776	0.6880	0.7157	0.6880	0.8295
0.5565	7.0727	778	0.6750	0.7429	0.6750	0.8216
0.5565	7.0909	780	0.6815	0.7350	0.6815	0.8255
0.5565	7.1091	782	0.7060	0.7429	0.7060	0.8403
0.5565	7.1273	784	0.7408	0.7333	0.7408	0.8607
0.5565	7.1455	786	0.7614	0.7333	0.7614	0.8726
0.5565	7.1636	788	0.7591	0.7333	0.7591	0.8713
0.5565	7.1818	790	0.7435	0.7333	0.7435	0.8622
0.5565	7.2	792	0.7217	0.7429	0.7217	0.8495
0.5565	7.2182	794	0.7050	0.7429	0.7050	0.8396
0.5565	7.2364	796	0.6877	0.7157	0.6877	0.8293
0.5565	7.2545	798	0.6797	0.7157	0.6797	0.8244
0.5565	7.2727	800	0.6747	0.7429	0.6747	0.8214
0.5565	7.2909	802	0.6736	0.7429	0.6736	0.8208
0.5565	7.3091	804	0.6762	0.7350	0.6762	0.8223
0.5565	7.3273	806	0.6801	0.7350	0.6801	0.8247
0.5565	7.3455	808	0.6869	0.7429	0.6869	0.8288
0.5565	7.3636	810	0.6994	0.7429	0.6994	0.8363
0.5565	7.3818	812	0.7226	0.7429	0.7226	0.8500
0.5565	7.4	814	0.7404	0.7429	0.7404	0.8604
0.5565	7.4182	816	0.7412	0.7429	0.7412	0.8609
0.5565	7.4364	818	0.7414	0.7429	0.7414	0.8610
0.5565	7.4545	820	0.7324	0.7429	0.7324	0.8558
0.5565	7.4727	822	0.7231	0.7597	0.7231	0.8504
0.5565	7.4909	824	0.7150	0.7350	0.7150	0.8456
0.5565	7.5091	826	0.7086	0.7350	0.7086	0.8418
0.5565	7.5273	828	0.7053	0.7429	0.7053	0.8398
0.5565	7.5455	830	0.7154	0.7429	0.7154	0.8458
0.5565	7.5636	832	0.7365	0.7157	0.7365	0.8582
0.5565	7.5818	834	0.7515	0.6797	0.7515	0.8669
0.5565	7.6	836	0.7508	0.7333	0.7508	0.8665
0.5565	7.6182	838	0.7502	0.7333	0.7502	0.8661
0.5565	7.6364	840	0.7352	0.7429	0.7352	0.8575
0.5565	7.6545	842	0.7172	0.7429	0.7172	0.8469
0.5565	7.6727	844	0.7132	0.7350	0.7132	0.8445
0.5565	7.6909	846	0.7095	0.7350	0.7095	0.8423
0.5565	7.7091	848	0.7140	0.7350	0.7140	0.8450
0.5565	7.7273	850	0.7246	0.7429	0.7246	0.8512
0.5565	7.7455	852	0.7408	0.7429	0.7408	0.8607
0.5565	7.7636	854	0.7744	0.7333	0.7744	0.8800
0.5565	7.7818	856	0.8033	0.7333	0.8033	0.8963
0.5565	7.8	858	0.8137	0.6797	0.8137	0.9021
0.5565	7.8182	860	0.8041	0.7333	0.8041	0.8967
0.5565	7.8364	862	0.7841	0.7333	0.7841	0.8855
0.5565	7.8545	864	0.7602	0.7598	0.7602	0.8719
0.5565	7.8727	866	0.7296	0.7429	0.7296	0.8542
0.5565	7.8909	868	0.7117	0.7350	0.7117	0.8436
0.5565	7.9091	870	0.7038	0.7350	0.7038	0.8389
0.5565	7.9273	872	0.7058	0.7429	0.7058	0.8401
0.5565	7.9455	874	0.7135	0.7598	0.7135	0.8447
0.5565	7.9636	876	0.7179	0.7598	0.7179	0.8473
0.5565	7.9818	878	0.7153	0.7333	0.7153	0.8458
0.5565	8.0	880	0.7227	0.6797	0.7227	0.8501
0.5565	8.0182	882	0.7316	0.6797	0.7316	0.8553
0.5565	8.0364	884	0.7372	0.6797	0.7372	0.8586
0.5565	8.0545	886	0.7273	0.6797	0.7273	0.8528
0.5565	8.0727	888	0.7077	0.7333	0.7077	0.8413
0.5565	8.0909	890	0.6958	0.7429	0.6958	0.8342
0.5565	8.1091	892	0.6819	0.7429	0.6819	0.8258
0.5565	8.1273	894	0.6721	0.7429	0.6721	0.8198
0.5565	8.1455	896	0.6698	0.7429	0.6698	0.8184
0.5565	8.1636	898	0.6704	0.7429	0.6704	0.8188
0.5565	8.1818	900	0.6725	0.7429	0.6725	0.8201
0.5565	8.2	902	0.6854	0.7429	0.6854	0.8279
0.5565	8.2182	904	0.7000	0.7429	0.7000	0.8366
0.5565	8.2364	906	0.7227	0.7333	0.7227	0.8501
0.5565	8.2545	908	0.7466	0.7333	0.7466	0.8641
0.5565	8.2727	910	0.7600	0.7333	0.7600	0.8718
0.5565	8.2909	912	0.7575	0.7333	0.7575	0.8704
0.5565	8.3091	914	0.7522	0.7333	0.7522	0.8673
0.5565	8.3273	916	0.7400	0.7333	0.7400	0.8603
0.5565	8.3455	918	0.7282	0.7333	0.7282	0.8533
0.5565	8.3636	920	0.7241	0.7333	0.7241	0.8510
0.5565	8.3818	922	0.7282	0.7333	0.7282	0.8533
0.5565	8.4	924	0.7304	0.7333	0.7304	0.8546
0.5565	8.4182	926	0.7355	0.7333	0.7355	0.8576
0.5565	8.4364	928	0.7439	0.7333	0.7439	0.8625
0.5565	8.4545	930	0.7427	0.7333	0.7427	0.8618
0.5565	8.4727	932	0.7401	0.7333	0.7401	0.8603
0.5565	8.4909	934	0.7387	0.7333	0.7387	0.8595
0.5565	8.5091	936	0.7303	0.7333	0.7303	0.8546
0.5565	8.5273	938	0.7256	0.7157	0.7256	0.8518
0.5565	8.5455	940	0.7195	0.7429	0.7195	0.8482
0.5565	8.5636	942	0.7126	0.7429	0.7126	0.8442
0.5565	8.5818	944	0.7076	0.7429	0.7076	0.8412
0.5565	8.6	946	0.7075	0.7429	0.7075	0.8411
0.5565	8.6182	948	0.7108	0.7429	0.7108	0.8431
0.5565	8.6364	950	0.7176	0.7429	0.7176	0.8471
0.5565	8.6545	952	0.7275	0.7429	0.7275	0.8530
0.5565	8.6727	954	0.7391	0.7598	0.7391	0.8597
0.5565	8.6909	956	0.7505	0.6797	0.7505	0.8663
0.5565	8.7091	958	0.7495	0.6797	0.7495	0.8657
0.5565	8.7273	960	0.7389	0.6797	0.7389	0.8596
0.5565	8.7455	962	0.7360	0.6797	0.7360	0.8579
0.5565	8.7636	964	0.7382	0.6797	0.7382	0.8592
0.5565	8.7818	966	0.7326	0.7598	0.7326	0.8559
0.5565	8.8	968	0.7310	0.7598	0.7310	0.8550
0.5565	8.8182	970	0.7328	0.7598	0.7328	0.8560
0.5565	8.8364	972	0.7369	0.7598	0.7369	0.8584
0.5565	8.8545	974	0.7411	0.7598	0.7411	0.8609
0.5565	8.8727	976	0.7438	0.7598	0.7438	0.8625
0.5565	8.8909	978	0.7446	0.7598	0.7446	0.8629
0.5565	8.9091	980	0.7480	0.7598	0.7480	0.8649
0.5565	8.9273	982	0.7484	0.7598	0.7484	0.8651
0.5565	8.9455	984	0.7499	0.7598	0.7499	0.8660
0.5565	8.9636	986	0.7515	0.7598	0.7515	0.8669
0.5565	8.9818	988	0.7510	0.7598	0.7510	0.8666
0.5565	9.0	990	0.7484	0.7598	0.7484	0.8651
0.5565	9.0182	992	0.7463	0.7598	0.7463	0.8639
0.5565	9.0364	994	0.7422	0.7598	0.7422	0.8615
0.5565	9.0545	996	0.7368	0.7429	0.7368	0.8584
0.5565	9.0727	998	0.7296	0.7429	0.7296	0.8542
0.109	9.0909	1000	0.7236	0.7429	0.7236	0.8506
0.109	9.1091	1002	0.7177	0.7429	0.7177	0.8472
0.109	9.1273	1004	0.7145	0.7429	0.7145	0.8453
0.109	9.1455	1006	0.7144	0.7429	0.7144	0.8452
0.109	9.1636	1008	0.7164	0.7429	0.7164	0.8464
0.109	9.1818	1010	0.7207	0.7429	0.7207	0.8490
0.109	9.2	1012	0.7259	0.7598	0.7259	0.8520
0.109	9.2182	1014	0.7326	0.7598	0.7326	0.8559
0.109	9.2364	1016	0.7418	0.7333	0.7418	0.8613
0.109	9.2545	1018	0.7458	0.7333	0.7458	0.8636
0.109	9.2727	1020	0.7508	0.7333	0.7508	0.8665
0.109	9.2909	1022	0.7509	0.7333	0.7509	0.8665
0.109	9.3091	1024	0.7475	0.7598	0.7475	0.8646
0.109	9.3273	1026	0.7432	0.7598	0.7432	0.8621
0.109	9.3455	1028	0.7441	0.7598	0.7441	0.8626
0.109	9.3636	1030	0.7466	0.7598	0.7466	0.8641
0.109	9.3818	1032	0.7478	0.7598	0.7478	0.8648
0.109	9.4	1034	0.7471	0.7598	0.7471	0.8643
0.109	9.4182	1036	0.7457	0.7598	0.7457	0.8635
0.109	9.4364	1038	0.7449	0.7598	0.7449	0.8631
0.109	9.4545	1040	0.7432	0.7598	0.7432	0.8621
0.109	9.4727	1042	0.7428	0.7598	0.7428	0.8619
0.109	9.4909	1044	0.7445	0.7598	0.7445	0.8628
0.109	9.5091	1046	0.7458	0.7598	0.7458	0.8636
0.109	9.5273	1048	0.7483	0.7598	0.7483	0.8651
0.109	9.5455	1050	0.7518	0.7598	0.7518	0.8671
0.109	9.5636	1052	0.7548	0.7598	0.7548	0.8688
0.109	9.5818	1054	0.7566	0.7598	0.7566	0.8698
0.109	9.6	1056	0.7561	0.7333	0.7561	0.8695
0.109	9.6182	1058	0.7553	0.7333	0.7553	0.8691
0.109	9.6364	1060	0.7526	0.7598	0.7526	0.8675
0.109	9.6545	1062	0.7487	0.7598	0.7487	0.8653
0.109	9.6727	1064	0.7469	0.7598	0.7469	0.8643
0.109	9.6909	1066	0.7460	0.7598	0.7460	0.8637
0.109	9.7091	1068	0.7453	0.7598	0.7453	0.8633
0.109	9.7273	1070	0.7449	0.7429	0.7449	0.8631
0.109	9.7455	1072	0.7448	0.7429	0.7448	0.8630
0.109	9.7636	1074	0.7452	0.7429	0.7452	0.8633
0.109	9.7818	1076	0.7452	0.7429	0.7452	0.8633
0.109	9.8	1078	0.7453	0.7429	0.7453	0.8633
0.109	9.8182	1080	0.7454	0.7429	0.7454	0.8634
0.109	9.8364	1082	0.7456	0.7429	0.7456	0.8635
0.109	9.8545	1084	0.7460	0.7429	0.7460	0.8637
0.109	9.8727	1086	0.7471	0.7429	0.7471	0.8643
0.109	9.8909	1088	0.7479	0.7429	0.7479	0.8648
0.109	9.9091	1090	0.7485	0.7429	0.7485	0.8652
0.109	9.9273	1092	0.7491	0.7429	0.7491	0.8655
0.109	9.9455	1094	0.7497	0.7429	0.7497	0.8658
0.109	9.9636	1096	0.7501	0.7429	0.7501	0.8661
0.109	9.9818	1098	0.7504	0.7429	0.7504	0.8663
0.109	10.0	1100	0.7505	0.7429	0.7505	0.8663

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 28, 2024
Updated: Nov 28, 2024