Arabic_FineTuningAraBERT_AugV5_k30_task3_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV5_k30_task3_organization_fold1

Arabic_FineTuningAraBERT_AugV5_k30_task3_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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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: c4e4fe50

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV5_k30_task3_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: 0.8936
Qwk: -0.1786
Mse: 0.8936
Rmse: 0.9453

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	0.0163	2	4.1809	0.0	4.1809	2.0447
No log	0.0325	4	2.4090	-0.0168	2.4090	1.5521
No log	0.0488	6	1.8504	0.0	1.8504	1.3603
No log	0.0650	8	1.8777	0.0	1.8777	1.3703
No log	0.0813	10	1.2869	0.0	1.2869	1.1344
No log	0.0976	12	0.9604	0.0120	0.9604	0.9800
No log	0.1138	14	1.0617	0.0	1.0617	1.0304
No log	0.1301	16	0.9892	0.0	0.9892	0.9946
No log	0.1463	18	1.0098	0.0	1.0098	1.0049
No log	0.1626	20	0.9135	0.0	0.9135	0.9558
No log	0.1789	22	0.7592	-0.0708	0.7592	0.8713
No log	0.1951	24	0.6694	0.0	0.6694	0.8181
No log	0.2114	26	0.7382	0.0571	0.7382	0.8592
No log	0.2276	28	1.3584	0.0	1.3584	1.1655
No log	0.2439	30	2.7341	0.0571	2.7341	1.6535
No log	0.2602	32	2.6204	0.1323	2.6204	1.6188
No log	0.2764	34	1.6001	0.0	1.6001	1.2650
No log	0.2927	36	0.8229	0.0	0.8229	0.9071
No log	0.3089	38	0.8646	-0.0820	0.8646	0.9299
No log	0.3252	40	1.2291	0.0	1.2291	1.1087
No log	0.3415	42	0.9014	-0.0916	0.9014	0.9494
No log	0.3577	44	0.7002	0.0	0.7002	0.8368
No log	0.3740	46	0.7647	-0.0233	0.7647	0.8745
No log	0.3902	48	1.3480	0.0	1.3480	1.1610
No log	0.4065	50	1.3280	0.0	1.3280	1.1524
No log	0.4228	52	1.2867	0.0	1.2867	1.1343
No log	0.4390	54	0.9156	0.0	0.9156	0.9569
No log	0.4553	56	0.8747	0.0	0.8747	0.9352
No log	0.4715	58	0.7148	0.0	0.7148	0.8455
No log	0.4878	60	0.6856	0.0	0.6856	0.8280
No log	0.5041	62	1.0330	0.0	1.0330	1.0164
No log	0.5203	64	1.7612	0.0	1.7612	1.3271
No log	0.5366	66	1.6599	0.0	1.6599	1.2884
No log	0.5528	68	1.2845	0.0	1.2845	1.1334
No log	0.5691	70	1.0179	0.0	1.0179	1.0089
No log	0.5854	72	0.9382	0.0	0.9382	0.9686
No log	0.6016	74	0.9695	0.0	0.9695	0.9847
No log	0.6179	76	0.9170	0.0	0.9170	0.9576
No log	0.6341	78	0.7330	0.0	0.7330	0.8562
No log	0.6504	80	0.7180	0.0	0.7180	0.8473
No log	0.6667	82	0.7087	0.0	0.7087	0.8419
No log	0.6829	84	0.7006	0.0	0.7006	0.8370
No log	0.6992	86	0.7127	0.0	0.7127	0.8442
No log	0.7154	88	0.6691	0.0	0.6691	0.8180
No log	0.7317	90	0.7463	0.0	0.7463	0.8639
No log	0.7480	92	0.9760	0.0	0.9760	0.9879
No log	0.7642	94	1.1356	0.0	1.1356	1.0656
No log	0.7805	96	1.1051	0.0	1.1051	1.0512
No log	0.7967	98	0.9382	0.0	0.9382	0.9686
No log	0.8130	100	0.9447	0.0	0.9447	0.9720
No log	0.8293	102	1.0100	0.0	1.0100	1.0050
No log	0.8455	104	1.2204	0.0	1.2204	1.1047
No log	0.8618	106	1.1871	0.0	1.1871	1.0895
No log	0.8780	108	0.9094	0.0120	0.9094	0.9536
No log	0.8943	110	0.7087	0.0	0.7087	0.8419
No log	0.9106	112	0.7085	0.0	0.7085	0.8417
No log	0.9268	114	0.8529	0.0120	0.8529	0.9235
No log	0.9431	116	1.1586	0.0	1.1586	1.0764
No log	0.9593	118	1.3150	0.0	1.3150	1.1467
No log	0.9756	120	1.2441	0.0	1.2441	1.1154
No log	0.9919	122	1.0450	0.0	1.0450	1.0223
No log	1.0081	124	1.0904	0.0	1.0904	1.0442
No log	1.0244	126	1.0781	0.0	1.0781	1.0383
No log	1.0407	128	1.0436	0.0	1.0436	1.0216
No log	1.0569	130	1.1887	0.0	1.1887	1.0903
No log	1.0732	132	1.0492	0.0	1.0492	1.0243
No log	1.0894	134	0.8679	0.0120	0.8679	0.9316
No log	1.1057	136	0.7027	0.0	0.7027	0.8383
No log	1.1220	138	0.6443	0.0	0.6443	0.8027
No log	1.1382	140	0.6289	0.0	0.6289	0.7930
No log	1.1545	142	0.6286	0.0	0.6286	0.7928
No log	1.1707	144	0.7438	-0.0421	0.7438	0.8624
No log	1.1870	146	0.8764	0.0403	0.8764	0.9361
No log	1.2033	148	1.0122	0.0	1.0122	1.0061
No log	1.2195	150	1.1796	0.0	1.1796	1.0861
No log	1.2358	152	1.2025	0.0	1.2025	1.0966
No log	1.2520	154	1.0416	0.0	1.0416	1.0206
No log	1.2683	156	0.9120	0.0	0.9120	0.9550
No log	1.2846	158	0.8707	0.0	0.8707	0.9331
No log	1.3008	160	0.8302	0.0253	0.8302	0.9112
No log	1.3171	162	0.7704	0.2787	0.7704	0.8778
No log	1.3333	164	0.6792	0.0	0.6792	0.8241
No log	1.3496	166	0.6638	0.0	0.6638	0.8147
No log	1.3659	168	0.6700	0.0	0.6700	0.8186
No log	1.3821	170	0.7012	0.0	0.7012	0.8374
No log	1.3984	172	0.8270	-0.2623	0.8270	0.9094
No log	1.4146	174	1.1674	0.0	1.1674	1.0805
No log	1.4309	176	1.4633	0.0	1.4633	1.2097
No log	1.4472	178	1.7855	0.0	1.7855	1.3362
No log	1.4634	180	1.6411	0.0	1.6411	1.2811
No log	1.4797	182	1.1470	0.0	1.1470	1.0710
No log	1.4959	184	0.9113	-0.1074	0.9113	0.9546
No log	1.5122	186	0.8601	-0.0916	0.8601	0.9274
No log	1.5285	188	0.7877	-0.0708	0.7877	0.8875
No log	1.5447	190	0.6458	0.0	0.6458	0.8036
No log	1.5610	192	0.6332	0.0	0.6332	0.7957
No log	1.5772	194	0.6331	0.0	0.6331	0.7957
No log	1.5935	196	0.7594	-0.0421	0.7594	0.8714
No log	1.6098	198	1.3988	0.0	1.3988	1.1827
No log	1.6260	200	1.8174	0.0	1.8174	1.3481
No log	1.6423	202	1.4908	0.0	1.4908	1.2210
No log	1.6585	204	0.9313	-0.2532	0.9313	0.9650
No log	1.6748	206	0.6991	0.0	0.6991	0.8361
No log	1.6911	208	0.6920	0.0	0.6920	0.8319
No log	1.7073	210	0.7426	0.1895	0.7426	0.8618
No log	1.7236	212	0.7728	-0.0708	0.7728	0.8791
No log	1.7398	214	0.8565	0.0	0.8565	0.9254
No log	1.7561	216	1.0412	0.0	1.0412	1.0204
No log	1.7724	218	1.1639	0.0	1.1639	1.0788
No log	1.7886	220	1.0869	0.0	1.0869	1.0425
No log	1.8049	222	0.8795	0.0	0.8795	0.9378
No log	1.8211	224	0.8020	0.1646	0.8020	0.8956
No log	1.8374	226	0.7958	0.1646	0.7958	0.8921
No log	1.8537	228	0.7535	0.1895	0.7535	0.8680
No log	1.8699	230	0.7083	0.1895	0.7083	0.8416
No log	1.8862	232	0.7125	-0.0577	0.7125	0.8441
No log	1.9024	234	0.7802	-0.0577	0.7802	0.8833
No log	1.9187	236	0.8408	-0.2623	0.8408	0.9170
No log	1.9350	238	0.8144	-0.0708	0.8144	0.9024
No log	1.9512	240	0.7353	-0.0708	0.7353	0.8575
No log	1.9675	242	0.6496	0.1895	0.6496	0.8060
No log	1.9837	244	0.6158	0.1895	0.6158	0.7847
No log	2.0	246	0.5764	0.0	0.5764	0.7592
No log	2.0163	248	0.5845	0.0	0.5845	0.7645
No log	2.0325	250	0.6314	0.0	0.6314	0.7946
No log	2.0488	252	0.6850	0.0	0.6850	0.8276
No log	2.0650	254	0.7090	0.0	0.7090	0.8420
No log	2.0813	256	0.6855	0.1895	0.6855	0.8279
No log	2.0976	258	0.6759	0.1895	0.6759	0.8221
No log	2.1138	260	0.7000	0.0	0.7000	0.8366
No log	2.1301	262	0.7554	0.0222	0.7554	0.8692
No log	2.1463	264	0.8181	0.1538	0.8181	0.9045
No log	2.1626	266	1.0370	-0.0820	1.0370	1.0183
No log	2.1789	268	0.8913	0.1538	0.8913	0.9441
No log	2.1951	270	0.7867	0.0388	0.7867	0.8870
No log	2.2114	272	0.7621	0.1852	0.7621	0.8730
No log	2.2276	274	0.8231	0.1895	0.8231	0.9072
No log	2.2439	276	0.9130	-0.0820	0.9130	0.9555
No log	2.2602	278	0.7698	0.2326	0.7698	0.8774
No log	2.2764	280	0.7915	0.2143	0.7915	0.8897
No log	2.2927	282	0.8423	-0.1440	0.8423	0.9178
No log	2.3089	284	0.8522	0.1818	0.8522	0.9231
No log	2.3252	286	0.8931	0.1791	0.8931	0.9451
No log	2.3415	288	0.9268	0.0610	0.9268	0.9627
No log	2.3577	290	1.0169	-0.0331	1.0169	1.0084
No log	2.3740	292	0.9643	0.0678	0.9643	0.9820
No log	2.3902	294	0.9172	-0.1224	0.9172	0.9577
No log	2.4065	296	0.9315	0.1852	0.9315	0.9651
No log	2.4228	298	0.8248	0.1818	0.8248	0.9082
No log	2.4390	300	0.7961	0.2029	0.7961	0.8922
No log	2.4553	302	0.7549	0.2222	0.7549	0.8689
No log	2.4715	304	0.8073	0.1895	0.8073	0.8985
No log	2.4878	306	1.2779	-0.0916	1.2779	1.1304
No log	2.5041	308	1.3774	-0.0916	1.3774	1.1736
No log	2.5203	310	1.0959	-0.0342	1.0959	1.0469
No log	2.5366	312	0.9462	-0.1224	0.9462	0.9727
No log	2.5528	314	0.9814	0.0678	0.9814	0.9907
No log	2.5691	316	0.9405	-0.0927	0.9405	0.9698
No log	2.5854	318	0.8845	-0.1493	0.8845	0.9405
No log	2.6016	320	0.8428	-0.2222	0.8428	0.9181
No log	2.6179	322	0.7843	0.1895	0.7843	0.8856
No log	2.6341	324	0.7688	0.0	0.7688	0.8768
No log	2.6504	326	0.7179	0.2326	0.7179	0.8473
No log	2.6667	328	0.6904	0.2326	0.6904	0.8309
No log	2.6829	330	0.6717	0.2326	0.6717	0.8196
No log	2.6992	332	0.6541	0.2326	0.6541	0.8088
No log	2.7154	334	0.6561	0.2326	0.6561	0.8100
No log	2.7317	336	0.6659	0.2326	0.6659	0.8160
No log	2.7480	338	0.6964	0.2326	0.6964	0.8345
No log	2.7642	340	0.8032	-0.1440	0.8032	0.8962
No log	2.7805	342	0.8149	-0.1159	0.8149	0.9027
No log	2.7967	344	0.7765	0.2143	0.7765	0.8812
No log	2.8130	346	0.8686	0.1895	0.8686	0.9320
No log	2.8293	348	1.2090	0.0654	1.2090	1.0995
No log	2.8455	350	1.1875	0.0654	1.1875	1.0897
No log	2.8618	352	0.8426	0.1895	0.8426	0.9179
No log	2.8780	354	0.7896	-0.1440	0.7896	0.8886
No log	2.8943	356	0.7760	-0.2222	0.7760	0.8809
No log	2.9106	358	0.7214	0.2326	0.7214	0.8494
No log	2.9268	360	0.7765	0.1895	0.7765	0.8812
No log	2.9431	362	0.9112	-0.0708	0.9112	0.9546
No log	2.9593	364	0.8500	-0.0708	0.8500	0.9220
No log	2.9756	366	0.7072	0.2326	0.7072	0.8409
No log	2.9919	368	0.6845	0.2326	0.6845	0.8274
No log	3.0081	370	0.6831	0.2326	0.6831	0.8265
No log	3.0244	372	0.7702	0.3419	0.7702	0.8776
No log	3.0407	374	0.8811	0.0833	0.8811	0.9387
No log	3.0569	376	1.0331	0.0654	1.0331	1.0164
No log	3.0732	378	0.8108	0.3419	0.8108	0.9005
No log	3.0894	380	0.6825	0.2326	0.6825	0.8262
No log	3.1057	382	0.7096	0.2326	0.7096	0.8424
No log	3.1220	384	0.7130	0.0	0.7130	0.8444
No log	3.1382	386	0.6736	0.2326	0.6736	0.8207
No log	3.1545	388	0.6367	0.2326	0.6367	0.7979
No log	3.1707	390	0.7298	0.2326	0.7298	0.8543
No log	3.1870	392	0.9839	0.0654	0.9839	0.9919
No log	3.2033	394	0.9588	-0.0820	0.9588	0.9792
No log	3.2195	396	0.7526	0.2326	0.7526	0.8675
No log	3.2358	398	0.7932	0.0435	0.7932	0.8906
No log	3.2520	400	0.8493	0.0610	0.8493	0.9216
No log	3.2683	402	0.8237	0.0435	0.8237	0.9076
No log	3.2846	404	0.7196	0.2222	0.7196	0.8483
No log	3.3008	406	0.6435	0.2326	0.6435	0.8022
No log	3.3171	408	0.6222	0.2326	0.6222	0.7888
No log	3.3333	410	0.5807	0.2326	0.5807	0.7620
No log	3.3496	412	0.5808	0.2326	0.5808	0.7621
No log	3.3659	414	0.6082	0.2326	0.6082	0.7798
No log	3.3821	416	0.6502	0.2326	0.6502	0.8063
No log	3.3984	418	0.6864	0.2326	0.6864	0.8285
No log	3.4146	420	0.6774	0.2326	0.6774	0.8231
No log	3.4309	422	0.7467	0.2222	0.7467	0.8641
No log	3.4472	424	0.7635	0.0320	0.7635	0.8738
No log	3.4634	426	0.7422	0.2222	0.7422	0.8615
No log	3.4797	428	0.7573	0.2222	0.7573	0.8702
No log	3.4959	430	0.8136	0.2222	0.8136	0.9020
No log	3.5122	432	0.7946	0.2222	0.7946	0.8914
No log	3.5285	434	0.8019	0.0320	0.8019	0.8955
No log	3.5447	436	0.8242	0.0435	0.8242	0.9078
No log	3.5610	438	0.7982	-0.1786	0.7982	0.8934
No log	3.5772	440	0.7674	0.2222	0.7674	0.8760
No log	3.5935	442	0.7639	0.2222	0.7639	0.8740
No log	3.6098	444	0.7318	0.2326	0.7318	0.8554
No log	3.6260	446	0.7165	0.2222	0.7165	0.8465
No log	3.6423	448	0.7176	0.2222	0.7176	0.8471
No log	3.6585	450	0.7335	0.2326	0.7335	0.8564
No log	3.6748	452	0.7536	0.2326	0.7536	0.8681
No log	3.6911	454	0.7253	0.2326	0.7253	0.8516
No log	3.7073	456	0.7199	0.2222	0.7199	0.8485
No log	3.7236	458	0.7069	0.2326	0.7069	0.8408
No log	3.7398	460	0.7456	0.1895	0.7456	0.8635
No log	3.7561	462	0.7391	0.2326	0.7391	0.8597
No log	3.7724	464	0.7658	0.1895	0.7658	0.8751
No log	3.7886	466	0.7694	0.1895	0.7694	0.8772
No log	3.8049	468	0.7222	0.2326	0.7222	0.8498
No log	3.8211	470	0.7030	0.2326	0.7030	0.8384
No log	3.8374	472	0.6966	0.2326	0.6966	0.8346
No log	3.8537	474	0.6520	0.2326	0.6520	0.8075
No log	3.8699	476	0.6628	0.2326	0.6628	0.8141
No log	3.8862	478	1.0160	0.0494	1.0160	1.0080
No log	3.9024	480	1.3571	0.0494	1.3571	1.1649
No log	3.9187	482	1.3803	0.0494	1.3803	1.1749
No log	3.9350	484	1.0124	-0.0820	1.0124	1.0062
No log	3.9512	486	0.7742	0.0320	0.7742	0.8799
No log	3.9675	488	0.8435	0.0435	0.8435	0.9184
No log	3.9837	490	0.8551	0.0435	0.8551	0.9247
No log	4.0	492	0.8192	0.0435	0.8192	0.9051
No log	4.0163	494	0.7750	-0.1786	0.7750	0.8804
No log	4.0325	496	0.7938	0.2326	0.7938	0.8910
No log	4.0488	498	0.8622	0.1895	0.8622	0.9285
0.5721	4.0650	500	0.8128	0.2326	0.8128	0.9015
0.5721	4.0813	502	0.8047	0.2326	0.8047	0.8970
0.5721	4.0976	504	0.8156	0.2326	0.8156	0.9031
0.5721	4.1138	506	0.7910	0.2326	0.7910	0.8894
0.5721	4.1301	508	0.8172	0.2326	0.8172	0.9040
0.5721	4.1463	510	0.9184	-0.0916	0.9184	0.9584
0.5721	4.1626	512	1.0155	-0.0916	1.0155	1.0077
0.5721	4.1789	514	1.1367	-0.0916	1.1367	1.0662
0.5721	4.1951	516	1.1487	-0.0916	1.1487	1.0718
0.5721	4.2114	518	1.0766	-0.3378	1.0766	1.0376
0.5721	4.2276	520	1.0685	-0.3134	1.0685	1.0337
0.5721	4.2439	522	1.0245	-0.1440	1.0245	1.0122
0.5721	4.2602	524	1.0455	-0.3134	1.0455	1.0225
0.5721	4.2764	526	1.1123	-0.0916	1.1123	1.0547
0.5721	4.2927	528	1.0803	-0.0916	1.0803	1.0394
0.5721	4.3089	530	0.9704	-0.4259	0.9704	0.9851
0.5721	4.3252	532	0.9044	-0.1440	0.9044	0.9510
0.5721	4.3415	534	0.9059	-0.0421	0.9059	0.9518
0.5721	4.3577	536	0.9030	-0.0421	0.9030	0.9503
0.5721	4.3740	538	0.8661	-0.0421	0.8661	0.9306
0.5721	4.3902	540	0.8022	0.2326	0.8022	0.8957
0.5721	4.4065	542	0.7813	0.2326	0.7813	0.8839
0.5721	4.4228	544	0.7873	-0.1440	0.7873	0.8873
0.5721	4.4390	546	0.7965	-0.1440	0.7965	0.8925
0.5721	4.4553	548	0.8221	0.2326	0.8221	0.9067
0.5721	4.4715	550	0.8483	0.2326	0.8483	0.9210
0.5721	4.4878	552	0.8676	0.2326	0.8676	0.9315
0.5721	4.5041	554	0.8736	0.2326	0.8736	0.9347
0.5721	4.5203	556	0.8642	0.2326	0.8642	0.9296
0.5721	4.5366	558	0.8244	0.2326	0.8244	0.9079
0.5721	4.5528	560	0.7894	-0.1440	0.7894	0.8885
0.5721	4.5691	562	0.7957	-0.1440	0.7957	0.8920
0.5721	4.5854	564	0.7763	0.2326	0.7763	0.8811
0.5721	4.6016	566	0.7753	0.2326	0.7753	0.8805
0.5721	4.6179	568	0.7940	0.2326	0.7940	0.8911
0.5721	4.6341	570	0.8206	0.2326	0.8206	0.9059
0.5721	4.6504	572	0.8271	0.2326	0.8271	0.9094
0.5721	4.6667	574	0.7977	0.2326	0.7977	0.8932
0.5721	4.6829	576	0.7721	0.2326	0.7721	0.8787
0.5721	4.6992	578	0.7632	0.2326	0.7632	0.8736
0.5721	4.7154	580	0.7866	0.0320	0.7866	0.8869
0.5721	4.7317	582	0.8102	0.0435	0.8102	0.9001
0.5721	4.7480	584	0.8344	-0.1786	0.8344	0.9134
0.5721	4.7642	586	0.8811	0.1895	0.8811	0.9387
0.5721	4.7805	588	0.9494	-0.0916	0.9494	0.9744
0.5721	4.7967	590	0.9345	-0.0820	0.9345	0.9667
0.5721	4.8130	592	0.8709	-0.0577	0.8709	0.9332
0.5721	4.8293	594	0.8210	-0.1786	0.8210	0.9061
0.5721	4.8455	596	0.8124	0.0320	0.8124	0.9013
0.5721	4.8618	598	0.7616	0.0320	0.7616	0.8727
0.5721	4.8780	600	0.7253	0.2326	0.7253	0.8516
0.5721	4.8943	602	0.8012	0.2326	0.8012	0.8951
0.5721	4.9106	604	0.8188	-0.0421	0.8188	0.9049
0.5721	4.9268	606	0.7688	0.2326	0.7688	0.8768
0.5721	4.9431	608	0.7070	0.2326	0.7070	0.8408
0.5721	4.9593	610	0.6936	0.4444	0.6936	0.8328
0.5721	4.9756	612	0.7170	0.4107	0.7170	0.8467
0.5721	4.9919	614	0.7215	0.4107	0.7215	0.8494
0.5721	5.0081	616	0.7000	0.2326	0.7000	0.8366
0.5721	5.0244	618	0.6901	0.2326	0.6901	0.8307
0.5721	5.0407	620	0.6416	0.2326	0.6416	0.8010
0.5721	5.0569	622	0.6239	0.2326	0.6239	0.7899
0.5721	5.0732	624	0.6416	0.2326	0.6416	0.8010
0.5721	5.0894	626	0.6931	0.2326	0.6931	0.8325
0.5721	5.1057	628	0.7415	0.2326	0.7415	0.8611
0.5721	5.1220	630	0.8281	0.2326	0.8281	0.9100
0.5721	5.1382	632	0.8821	0.2222	0.8821	0.9392
0.5721	5.1545	634	0.8846	-0.1440	0.8846	0.9405
0.5721	5.1707	636	0.8868	-0.1440	0.8868	0.9417
0.5721	5.1870	638	0.8909	0.2143	0.8909	0.9439
0.5721	5.2033	640	0.8707	0.2143	0.8707	0.9331
0.5721	5.2195	642	0.8623	0.2143	0.8623	0.9286
0.5721	5.2358	644	0.8647	0.2222	0.8647	0.9299
0.5721	5.2520	646	0.8829	0.2326	0.8829	0.9396
0.5721	5.2683	648	0.8662	0.2222	0.8662	0.9307
0.5721	5.2846	650	0.8424	0.2143	0.8424	0.9178
0.5721	5.3008	652	0.8940	-0.1159	0.8940	0.9455
0.5721	5.3171	654	0.9090	-0.1159	0.9090	0.9534
0.5721	5.3333	656	0.8852	-0.1159	0.8852	0.9409
0.5721	5.3496	658	0.8866	0.2222	0.8866	0.9416
0.5721	5.3659	660	0.9247	-0.0421	0.9247	0.9616
0.5721	5.3821	662	0.9163	-0.0421	0.9163	0.9572
0.5721	5.3984	664	0.9188	0.2222	0.9188	0.9586
0.5721	5.4146	666	0.9223	-0.1159	0.9223	0.9604
0.5721	5.4309	668	0.9560	-0.1159	0.9560	0.9777
0.5721	5.4472	670	0.9944	-0.1159	0.9944	0.9972
0.5721	5.4634	672	0.9823	-0.1159	0.9823	0.9911
0.5721	5.4797	674	0.9871	-0.1159	0.9871	0.9935
0.5721	5.4959	676	1.0169	-0.3538	1.0169	1.0084
0.5721	5.5122	678	1.0428	-0.0708	1.0428	1.0212
0.5721	5.5285	680	1.0046	-0.3538	1.0046	1.0023
0.5721	5.5447	682	0.9838	-0.1159	0.9838	0.9919
0.5721	5.5610	684	0.9924	-0.1159	0.9924	0.9962
0.5721	5.5772	686	1.0137	-0.1159	1.0137	1.0068
0.5721	5.5935	688	1.0295	-0.3134	1.0295	1.0146
0.5721	5.6098	690	0.9633	-0.1440	0.9633	0.9815
0.5721	5.6260	692	0.9464	-0.0185	0.9464	0.9728
0.5721	5.6423	694	0.9395	-0.0421	0.9395	0.9693
0.5721	5.6585	696	0.9095	-0.0421	0.9095	0.9537
0.5721	5.6748	698	0.8766	-0.0421	0.8766	0.9362
0.5721	5.6911	700	0.8651	0.2222	0.8651	0.9301
0.5721	5.7073	702	0.8739	0.2222	0.8739	0.9349
0.5721	5.7236	704	0.8934	0.2222	0.8934	0.9452
0.5721	5.7398	706	0.9240	-0.0185	0.9240	0.9612
0.5721	5.7561	708	0.9677	-0.0185	0.9677	0.9837
0.5721	5.7724	710	0.9682	-0.1786	0.9682	0.9840
0.5721	5.7886	712	0.9490	-0.1159	0.9490	0.9742
0.5721	5.8049	714	0.9374	-0.1159	0.9374	0.9682
0.5721	5.8211	716	0.9165	-0.1159	0.9165	0.9573
0.5721	5.8374	718	0.8860	-0.1786	0.8860	0.9413
0.5721	5.8537	720	0.8942	0.2222	0.8942	0.9456
0.5721	5.8699	722	0.9043	-0.0421	0.9043	0.9510
0.5721	5.8862	724	0.9038	-0.0421	0.9038	0.9507
0.5721	5.9024	726	0.8997	-0.0421	0.8997	0.9485
0.5721	5.9187	728	0.8832	0.2326	0.8832	0.9398
0.5721	5.9350	730	0.8808	0.2222	0.8808	0.9385
0.5721	5.9512	732	0.8883	0.2222	0.8883	0.9425
0.5721	5.9675	734	0.8745	0.2222	0.8745	0.9351
0.5721	5.9837	736	0.8772	0.2222	0.8772	0.9366
0.5721	6.0	738	0.8734	0.2222	0.8734	0.9346
0.5721	6.0163	740	0.8806	0.2143	0.8806	0.9384
0.5721	6.0325	742	0.9102	-0.1440	0.9102	0.9540
0.5721	6.0488	744	0.9371	-0.1440	0.9371	0.9680
0.5721	6.0650	746	0.9762	-0.1440	0.9762	0.9880
0.5721	6.0813	748	0.9744	-0.1440	0.9744	0.9871
0.5721	6.0976	750	0.9846	-0.3134	0.9846	0.9923
0.5721	6.1138	752	1.0050	0.0000	1.0050	1.0025
0.5721	6.1301	754	1.0268	-0.3134	1.0268	1.0133
0.5721	6.1463	756	1.0264	-0.3134	1.0264	1.0131
0.5721	6.1626	758	0.9937	-0.1440	0.9937	0.9969
0.5721	6.1789	760	0.9672	-0.1440	0.9672	0.9835
0.5721	6.1951	762	0.9356	-0.1440	0.9356	0.9673
0.5721	6.2114	764	0.9086	-0.1440	0.9086	0.9532
0.5721	6.2276	766	0.8827	0.2143	0.8827	0.9395
0.5721	6.2439	768	0.8668	0.2143	0.8668	0.9310
0.5721	6.2602	770	0.8759	0.2143	0.8759	0.9359
0.5721	6.2764	772	0.9173	0.2222	0.9173	0.9578
0.5721	6.2927	774	0.9397	-0.0185	0.9397	0.9694
0.5721	6.3089	776	0.9247	0.2222	0.9247	0.9616
0.5721	6.3252	778	0.9260	0.2222	0.9260	0.9623
0.5721	6.3415	780	0.9363	-0.1440	0.9363	0.9676
0.5721	6.3577	782	0.9807	-0.3134	0.9807	0.9903
0.5721	6.3740	784	1.0023	-0.1440	1.0023	1.0011
0.5721	6.3902	786	1.0101	-0.1159	1.0101	1.0051
0.5721	6.4065	788	1.0165	-0.1159	1.0165	1.0082
0.5721	6.4228	790	1.0295	-0.1159	1.0295	1.0146
0.5721	6.4390	792	1.0307	-0.3134	1.0307	1.0153
0.5721	6.4553	794	1.0299	-0.3077	1.0299	1.0148
0.5721	6.4715	796	1.0208	-0.1159	1.0208	1.0103
0.5721	6.4878	798	1.0212	-0.1159	1.0212	1.0106
0.5721	6.5041	800	1.0242	-0.1159	1.0242	1.0120
0.5721	6.5203	802	1.0257	-0.1159	1.0257	1.0128
0.5721	6.5366	804	1.0287	-0.1159	1.0287	1.0143
0.5721	6.5528	806	1.0453	-0.2721	1.0453	1.0224
0.5721	6.5691	808	1.0545	-0.3538	1.0545	1.0269
0.5721	6.5854	810	1.0191	-0.3636	1.0191	1.0095
0.5721	6.6016	812	0.9733	-0.1440	0.9733	0.9866
0.5721	6.6179	814	0.9541	-0.1159	0.9541	0.9768
0.5721	6.6341	816	0.9553	-0.1159	0.9553	0.9774
0.5721	6.6504	818	0.9653	-0.1159	0.9653	0.9825
0.5721	6.6667	820	0.9748	-0.1159	0.9748	0.9873
0.5721	6.6829	822	0.9572	-0.1159	0.9572	0.9783
0.5721	6.6992	824	0.9512	-0.1786	0.9512	0.9753
0.5721	6.7154	826	0.9631	-0.0577	0.9631	0.9814
0.5721	6.7317	828	0.9400	-0.0577	0.9400	0.9695
0.5721	6.7480	830	0.8963	-0.0421	0.8963	0.9467
0.5721	6.7642	832	0.8834	0.2326	0.8834	0.9399
0.5721	6.7805	834	0.8798	0.2222	0.8798	0.9380
0.5721	6.7967	836	0.9061	0.2222	0.9061	0.9519
0.5721	6.8130	838	0.9303	-0.3636	0.9303	0.9645
0.5721	6.8293	840	0.9190	-0.1786	0.9190	0.9587
0.5721	6.8455	842	0.9063	-0.1440	0.9063	0.9520
0.5721	6.8618	844	0.8876	-0.1159	0.8876	0.9421
0.5721	6.8780	846	0.8625	-0.1440	0.8625	0.9287
0.5721	6.8943	848	0.8468	-0.1786	0.8468	0.9202
0.5721	6.9106	850	0.8660	0.2326	0.8660	0.9306
0.5721	6.9268	852	0.8657	0.2326	0.8657	0.9304
0.5721	6.9431	854	0.8512	-0.1786	0.8512	0.9226
0.5721	6.9593	856	0.8515	-0.1786	0.8515	0.9228
0.5721	6.9756	858	0.8441	-0.1786	0.8441	0.9187
0.5721	6.9919	860	0.8465	-0.1786	0.8465	0.9201
0.5721	7.0081	862	0.8475	-0.1786	0.8475	0.9206
0.5721	7.0244	864	0.8451	0.2222	0.8451	0.9193
0.5721	7.0407	866	0.8598	0.2222	0.8598	0.9273
0.5721	7.0569	868	0.8794	-0.1786	0.8794	0.9378
0.5721	7.0732	870	0.8848	-0.1786	0.8848	0.9406
0.5721	7.0894	872	0.9053	-0.1440	0.9053	0.9515
0.5721	7.1057	874	0.9328	-0.1440	0.9328	0.9658
0.5721	7.1220	876	0.9442	-0.1440	0.9442	0.9717
0.5721	7.1382	878	0.9625	-0.1786	0.9625	0.9811
0.5721	7.1545	880	0.9972	-0.3538	0.9972	0.9986
0.5721	7.1707	882	0.9947	-0.3636	0.9947	0.9974
0.5721	7.1870	884	0.9686	-0.1440	0.9686	0.9842
0.5721	7.2033	886	0.9343	-0.1440	0.9343	0.9666
0.5721	7.2195	888	0.9107	-0.1440	0.9107	0.9543
0.5721	7.2358	890	0.8954	-0.1440	0.8954	0.9463
0.5721	7.2520	892	0.9045	-0.1786	0.9045	0.9511
0.5721	7.2683	894	0.9278	0.2222	0.9278	0.9632
0.5721	7.2846	896	0.9480	-0.1786	0.9480	0.9736
0.5721	7.3008	898	0.9448	-0.1440	0.9448	0.9720
0.5721	7.3171	900	0.9827	-0.1786	0.9827	0.9913
0.5721	7.3333	902	1.0266	-0.3453	1.0266	1.0132
0.5721	7.3496	904	1.0471	-0.3453	1.0471	1.0233
0.5721	7.3659	906	1.0608	-0.3453	1.0608	1.0299
0.5721	7.3821	908	1.0453	-0.3453	1.0453	1.0224
0.5721	7.3984	910	1.0187	-0.1159	1.0187	1.0093
0.5721	7.4146	912	0.9886	-0.1440	0.9886	0.9943
0.5721	7.4309	914	0.9652	-0.1440	0.9652	0.9824
0.5721	7.4472	916	0.9316	-0.1440	0.9316	0.9652
0.5721	7.4634	918	0.9207	-0.1159	0.9207	0.9595
0.5721	7.4797	920	0.9239	-0.1159	0.9239	0.9612
0.5721	7.4959	922	0.9140	-0.1440	0.9140	0.9560
0.5721	7.5122	924	0.9093	-0.1786	0.9093	0.9536
0.5721	7.5285	926	0.9244	-0.2222	0.9244	0.9615
0.5721	7.5447	928	0.9345	-0.2222	0.9345	0.9667
0.5721	7.5610	930	0.9361	-0.2222	0.9361	0.9675
0.5721	7.5772	932	0.9434	-0.1440	0.9434	0.9713
0.5721	7.5935	934	0.9655	-0.1786	0.9655	0.9826
0.5721	7.6098	936	1.0181	-0.4103	1.0181	1.0090
0.5721	7.6260	938	1.0641	-0.0820	1.0641	1.0315
0.5721	7.6423	940	1.0721	-0.0820	1.0721	1.0354
0.5721	7.6585	942	1.0423	-0.0820	1.0423	1.0209
0.5721	7.6748	944	0.9898	-0.3538	0.9898	0.9949
0.5721	7.6911	946	0.9552	-0.1440	0.9552	0.9773
0.5721	7.7073	948	0.9532	-0.1159	0.9532	0.9763
0.5721	7.7236	950	0.9676	-0.1159	0.9676	0.9836
0.5721	7.7398	952	0.9889	-0.1159	0.9889	0.9945
0.5721	7.7561	954	1.0033	-0.1159	1.0033	1.0016
0.5721	7.7724	956	0.9999	-0.1440	0.9999	0.9999
0.5721	7.7886	958	0.9718	-0.1440	0.9718	0.9858
0.5721	7.8049	960	0.9586	-0.1786	0.9586	0.9791
0.5721	7.8211	962	0.9513	-0.1818	0.9513	0.9753
0.5721	7.8374	964	0.9530	-0.2222	0.9530	0.9762
0.5721	7.8537	966	0.9476	-0.2222	0.9476	0.9734
0.5721	7.8699	968	0.9444	-0.2222	0.9444	0.9718
0.5721	7.8862	970	0.9236	-0.2222	0.9236	0.9610
0.5721	7.9024	972	0.9123	-0.1786	0.9123	0.9551
0.5721	7.9187	974	0.8966	-0.1786	0.8966	0.9469
0.5721	7.9350	976	0.8815	-0.1440	0.8815	0.9389
0.5721	7.9512	978	0.8792	-0.1440	0.8792	0.9376
0.5721	7.9675	980	0.8783	-0.1440	0.8783	0.9372
0.5721	7.9837	982	0.8771	-0.1440	0.8771	0.9365
0.5721	8.0	984	0.8753	-0.1786	0.8753	0.9356
0.5721	8.0163	986	0.8888	-0.2222	0.8888	0.9428
0.5721	8.0325	988	0.9285	0.1895	0.9285	0.9636
0.5721	8.0488	990	0.9385	0.1895	0.9385	0.9688
0.5721	8.0650	992	0.9101	0.1895	0.9101	0.9540
0.5721	8.0813	994	0.8664	0.2326	0.8664	0.9308
0.5721	8.0976	996	0.8229	-0.2222	0.8229	0.9071
0.5721	8.1138	998	0.8103	-0.2222	0.8103	0.9002
0.0908	8.1301	1000	0.8011	-0.2222	0.8011	0.8950
0.0908	8.1463	1002	0.7930	0.2326	0.7930	0.8905
0.0908	8.1626	1004	0.7979	0.2326	0.7979	0.8932
0.0908	8.1789	1006	0.7996	0.2326	0.7996	0.8942
0.0908	8.1951	1008	0.8103	0.2326	0.8103	0.9002
0.0908	8.2114	1010	0.8405	0.2326	0.8405	0.9168
0.0908	8.2276	1012	0.8733	0.2326	0.8733	0.9345
0.0908	8.2439	1014	0.9048	0.1895	0.9048	0.9512
0.0908	8.2602	1016	0.9179	-0.1786	0.9179	0.9581
0.0908	8.2764	1018	0.9189	-0.1440	0.9189	0.9586
0.0908	8.2927	1020	0.9251	-0.1440	0.9251	0.9618
0.0908	8.3089	1022	0.9297	-0.1440	0.9297	0.9642
0.0908	8.3252	1024	0.9180	-0.1440	0.9180	0.9581
0.0908	8.3415	1026	0.9148	-0.1493	0.9148	0.9564
0.0908	8.3577	1028	0.8985	-0.1493	0.8985	0.9479
0.0908	8.3740	1030	0.9067	-0.1818	0.9067	0.9522
0.0908	8.3902	1032	0.9151	0.1895	0.9151	0.9566
0.0908	8.4065	1034	0.9152	-0.1818	0.9152	0.9567
0.0908	8.4228	1036	0.9060	-0.1818	0.9060	0.9518
0.0908	8.4390	1038	0.9168	-0.1818	0.9168	0.9575
0.0908	8.4553	1040	0.9344	0.1895	0.9344	0.9666
0.0908	8.4715	1042	0.9382	-0.1818	0.9382	0.9686
0.0908	8.4878	1044	0.9546	-0.1818	0.9546	0.9770
0.0908	8.5041	1046	0.9654	-0.1818	0.9654	0.9825
0.0908	8.5203	1048	0.9807	-0.1818	0.9807	0.9903
0.0908	8.5366	1050	0.9797	-0.1818	0.9797	0.9898
0.0908	8.5528	1052	0.9678	-0.1818	0.9678	0.9838
0.0908	8.5691	1054	0.9439	-0.1786	0.9439	0.9716
0.0908	8.5854	1056	0.9175	-0.1786	0.9175	0.9579
0.0908	8.6016	1058	0.8997	-0.1440	0.8997	0.9485
0.0908	8.6179	1060	0.8869	-0.1440	0.8869	0.9417
0.0908	8.6341	1062	0.8831	-0.1440	0.8831	0.9398
0.0908	8.6504	1064	0.8861	-0.1440	0.8861	0.9413
0.0908	8.6667	1066	0.8886	-0.1440	0.8886	0.9427
0.0908	8.6829	1068	0.9002	-0.1440	0.9002	0.9488
0.0908	8.6992	1070	0.9294	-0.1786	0.9294	0.9640
0.0908	8.7154	1072	0.9610	-0.1818	0.9610	0.9803
0.0908	8.7317	1074	0.9865	-0.0476	0.9865	0.9932
0.0908	8.7480	1076	0.9914	-0.0476	0.9914	0.9957
0.0908	8.7642	1078	0.9885	-0.0708	0.9885	0.9942
0.0908	8.7805	1080	0.9672	-0.0342	0.9672	0.9834
0.0908	8.7967	1082	0.9351	0.1852	0.9351	0.9670
0.0908	8.8130	1084	0.9112	0.1852	0.9112	0.9546
0.0908	8.8293	1086	0.8858	-0.1786	0.8858	0.9412
0.0908	8.8455	1088	0.8729	-0.1440	0.8729	0.9343
0.0908	8.8618	1090	0.8652	-0.1440	0.8652	0.9301
0.0908	8.8780	1092	0.8653	-0.1440	0.8653	0.9302
0.0908	8.8943	1094	0.8713	-0.1440	0.8713	0.9334
0.0908	8.9106	1096	0.8843	-0.1440	0.8843	0.9404
0.0908	8.9268	1098	0.9118	-0.1786	0.9118	0.9549
0.0908	8.9431	1100	0.9475	-0.1818	0.9475	0.9734
0.0908	8.9593	1102	0.9816	-0.3538	0.9816	0.9908
0.0908	8.9756	1104	1.0171	-0.3968	1.0171	1.0085
0.0908	8.9919	1106	1.0364	-0.0708	1.0364	1.0181
0.0908	9.0081	1108	1.0393	-0.0708	1.0393	1.0195
0.0908	9.0244	1110	1.0184	-0.3968	1.0184	1.0092
0.0908	9.0407	1112	0.9818	-0.3538	0.9818	0.9909
0.0908	9.0569	1114	0.9430	-0.1786	0.9430	0.9711
0.0908	9.0732	1116	0.9240	-0.1440	0.9240	0.9613
0.0908	9.0894	1118	0.9105	-0.1440	0.9105	0.9542
0.0908	9.1057	1120	0.9008	-0.1440	0.9008	0.9491
0.0908	9.1220	1122	0.8914	-0.1440	0.8914	0.9441
0.0908	9.1382	1124	0.8868	-0.1440	0.8868	0.9417
0.0908	9.1545	1126	0.8864	-0.1440	0.8864	0.9415
0.0908	9.1707	1128	0.8935	-0.1440	0.8935	0.9453
0.0908	9.1870	1130	0.9079	-0.1786	0.9079	0.9528
0.0908	9.2033	1132	0.9204	-0.1786	0.9204	0.9594
0.0908	9.2195	1134	0.9277	-0.1786	0.9277	0.9632
0.0908	9.2358	1136	0.9300	-0.1786	0.9300	0.9644
0.0908	9.2520	1138	0.9261	-0.1786	0.9261	0.9624
0.0908	9.2683	1140	0.9274	-0.1786	0.9274	0.9630
0.0908	9.2846	1142	0.9286	-0.1786	0.9286	0.9636
0.0908	9.3008	1144	0.9227	-0.1786	0.9227	0.9606
0.0908	9.3171	1146	0.9230	-0.1786	0.9230	0.9607
0.0908	9.3333	1148	0.9228	-0.1786	0.9228	0.9606
0.0908	9.3496	1150	0.9189	-0.1440	0.9189	0.9586
0.0908	9.3659	1152	0.9161	-0.1440	0.9161	0.9571
0.0908	9.3821	1154	0.9179	-0.1440	0.9179	0.9581
0.0908	9.3984	1156	0.9209	-0.1440	0.9209	0.9597
0.0908	9.4146	1158	0.9249	-0.1440	0.9249	0.9617
0.0908	9.4309	1160	0.9262	-0.1786	0.9262	0.9624
0.0908	9.4472	1162	0.9223	-0.1786	0.9223	0.9604
0.0908	9.4634	1164	0.9208	-0.1786	0.9208	0.9596
0.0908	9.4797	1166	0.9143	-0.1786	0.9143	0.9562
0.0908	9.4959	1168	0.9043	-0.1786	0.9043	0.9509
0.0908	9.5122	1170	0.8998	-0.1786	0.8998	0.9486
0.0908	9.5285	1172	0.8940	-0.1440	0.8940	0.9455
0.0908	9.5447	1174	0.8910	-0.1440	0.8910	0.9439
0.0908	9.5610	1176	0.8886	-0.1440	0.8886	0.9427
0.0908	9.5772	1178	0.8832	-0.1440	0.8832	0.9398
0.0908	9.5935	1180	0.8800	-0.1440	0.8800	0.9381
0.0908	9.6098	1182	0.8787	-0.1440	0.8787	0.9374
0.0908	9.6260	1184	0.8798	-0.1440	0.8798	0.9380
0.0908	9.6423	1186	0.8823	-0.1440	0.8823	0.9393
0.0908	9.6585	1188	0.8833	-0.1440	0.8833	0.9398
0.0908	9.6748	1190	0.8839	-0.1440	0.8839	0.9401
0.0908	9.6911	1192	0.8845	-0.1440	0.8845	0.9405
0.0908	9.7073	1194	0.8862	-0.1440	0.8862	0.9414
0.0908	9.7236	1196	0.8882	-0.1440	0.8882	0.9424
0.0908	9.7398	1198	0.8895	-0.1440	0.8895	0.9431
0.0908	9.7561	1200	0.8884	-0.1440	0.8884	0.9426
0.0908	9.7724	1202	0.8888	-0.1440	0.8888	0.9428
0.0908	9.7886	1204	0.8896	-0.1440	0.8896	0.9432
0.0908	9.8049	1206	0.8898	-0.1440	0.8898	0.9433
0.0908	9.8211	1208	0.8897	-0.1440	0.8897	0.9432
0.0908	9.8374	1210	0.8894	-0.1440	0.8894	0.9431
0.0908	9.8537	1212	0.8895	-0.1440	0.8895	0.9431
0.0908	9.8699	1214	0.8893	-0.1786	0.8893	0.9430
0.0908	9.8862	1216	0.8901	-0.1786	0.8901	0.9435
0.0908	9.9024	1218	0.8910	-0.1786	0.8910	0.9439
0.0908	9.9187	1220	0.8917	-0.1786	0.8917	0.9443
0.0908	9.9350	1222	0.8928	-0.1786	0.8928	0.9449
0.0908	9.9512	1224	0.8935	-0.1786	0.8935	0.9453
0.0908	9.9675	1226	0.8937	-0.1786	0.8937	0.9454
0.0908	9.9837	1228	0.8937	-0.1786	0.8937	0.9453
0.0908	10.0	1230	0.8936	-0.1786	0.8936	0.9453

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