Arabic_FineTuningAraBERT_run2_AugV5_k10_task1_organization_fold0

MayBashendy/Arabic_FineTuningAraBERT_run2_AugV5_k10_task1_organization_fold0

Arabic_FineTuningAraBERT_run2_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 27, 2024
Updated: Nov 27, 2024
SHA: 2d821ae3

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_run2_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: 0.6480
Qwk: 0.7250
Mse: 0.6480
Rmse: 0.8050

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	5.6135	-0.1511	5.6135	2.3693
No log	0.0364	4	2.9748	0.1466	2.9748	1.7248
No log	0.0545	6	2.1717	-0.0383	2.1717	1.4737
No log	0.0727	8	1.8008	0.0	1.8008	1.3419
No log	0.0909	10	1.6908	0.0	1.6908	1.3003
No log	0.1091	12	2.0295	0.0742	2.0295	1.4246
No log	0.1273	14	2.0837	0.2025	2.0837	1.4435
No log	0.1455	16	2.0125	0.1414	2.0125	1.4186
No log	0.1636	18	1.8748	0.0742	1.8748	1.3692
No log	0.1818	20	1.4777	0.0	1.4777	1.2156
No log	0.2	22	1.4816	0.0758	1.4816	1.2172
No log	0.2182	24	2.3726	-0.2640	2.3726	1.5403
No log	0.2364	26	2.7265	-0.2998	2.7265	1.6512
No log	0.2545	28	2.7074	-0.2674	2.7074	1.6454
No log	0.2727	30	2.0260	0.0	2.0260	1.4234
No log	0.2909	32	1.4412	0.2241	1.4412	1.2005
No log	0.3091	34	1.2764	0.5333	1.2764	1.1298
No log	0.3273	36	1.3047	0.4324	1.3047	1.1422
No log	0.3455	38	1.3350	0.2546	1.3350	1.1554
No log	0.3636	40	1.3931	0.2546	1.3931	1.1803
No log	0.3818	42	1.5888	0.0742	1.5888	1.2605
No log	0.4	44	1.8075	0.0888	1.8075	1.3444
No log	0.4182	46	1.6927	0.0696	1.6927	1.3010
No log	0.4364	48	1.5639	0.0	1.5639	1.2506
No log	0.4545	50	1.5721	0.0244	1.5721	1.2538
No log	0.4727	52	1.5705	0.1004	1.5705	1.2532
No log	0.4909	54	1.4864	0.0221	1.4864	1.2192
No log	0.5091	56	1.4775	0.0221	1.4775	1.2155
No log	0.5273	58	1.6388	0.0	1.6388	1.2801
No log	0.5455	60	1.7486	0.0	1.7486	1.3224
No log	0.5636	62	2.1618	0.0742	2.1618	1.4703
No log	0.5818	64	2.1288	0.0742	2.1288	1.4590
No log	0.6	66	1.7456	0.0	1.7456	1.3212
No log	0.6182	68	1.4724	0.0758	1.4724	1.2134
No log	0.6364	70	1.4161	0.2546	1.4161	1.1900
No log	0.6545	72	1.4192	0.3558	1.4192	1.1913
No log	0.6727	74	1.3811	0.3808	1.3811	1.1752
No log	0.6909	76	1.5513	0.0	1.5513	1.2455
No log	0.7091	78	1.7219	0.0	1.7219	1.3122
No log	0.7273	80	1.8389	0.0742	1.8389	1.3561
No log	0.7455	82	2.1635	0.1414	2.1635	1.4709
No log	0.7636	84	2.3203	0.1582	2.3203	1.5233
No log	0.7818	86	2.2337	0.0742	2.2337	1.4945
No log	0.8	88	2.0261	0.0742	2.0261	1.4234
No log	0.8182	90	1.8600	0.0	1.8600	1.3638
No log	0.8364	92	1.7712	0.0	1.7712	1.3309
No log	0.8545	94	1.6475	0.0	1.6475	1.2835
No log	0.8727	96	1.5194	0.0	1.5194	1.2326
No log	0.8909	98	1.4464	0.0	1.4464	1.2027
No log	0.9091	100	1.3747	0.1271	1.3747	1.1725
No log	0.9273	102	1.3468	0.2794	1.3468	1.1605
No log	0.9455	104	1.3176	0.3558	1.3176	1.1479
No log	0.9636	106	1.3132	0.3309	1.3132	1.1459
No log	0.9818	108	1.3306	0.3309	1.3306	1.1535
No log	1.0	110	1.3292	0.1271	1.3292	1.1529
No log	1.0182	112	1.3701	0.1271	1.3701	1.1705
No log	1.0364	114	1.3992	0.1271	1.3992	1.1829
No log	1.0545	116	1.4616	0.0	1.4616	1.2090
No log	1.0727	118	1.4722	0.0742	1.4722	1.2134
No log	1.0909	120	1.5968	0.0742	1.5968	1.2637
No log	1.1091	122	1.6775	0.0742	1.6775	1.2952
No log	1.1273	124	1.6381	0.0742	1.6381	1.2799
No log	1.1455	126	1.4633	0.0742	1.4633	1.2097
No log	1.1636	128	1.3449	0.3163	1.3449	1.1597
No log	1.1818	130	1.1907	0.4615	1.1907	1.0912
No log	1.2	132	1.1034	0.4310	1.1034	1.0504
No log	1.2182	134	1.0903	0.4815	1.0903	1.0442
No log	1.2364	136	1.0546	0.4296	1.0546	1.0269
No log	1.2545	138	1.0184	0.4562	1.0184	1.0092
No log	1.2727	140	1.0093	0.4310	1.0093	1.0047
No log	1.2909	142	1.1076	0.4603	1.1076	1.0524
No log	1.3091	144	1.1147	0.4627	1.1147	1.0558
No log	1.3273	146	1.0640	0.5305	1.0640	1.0315
No log	1.3455	148	0.8893	0.4830	0.8893	0.9430
No log	1.3636	150	0.8543	0.4830	0.8543	0.9243
No log	1.3818	152	1.0107	0.4535	1.0107	1.0053
No log	1.4	154	0.9911	0.5059	0.9911	0.9955
No log	1.4182	156	0.9366	0.4085	0.9366	0.9678
No log	1.4364	158	1.0078	0.5514	1.0078	1.0039
No log	1.4545	160	1.1332	0.5297	1.1332	1.0645
No log	1.4727	162	1.1351	0.5305	1.1351	1.0654
No log	1.4909	164	1.1337	0.5706	1.1337	1.0648
No log	1.5091	166	1.0233	0.5082	1.0233	1.0116
No log	1.5273	168	0.9164	0.3511	0.9164	0.9573
No log	1.5455	170	0.8685	0.4565	0.8685	0.9319
No log	1.5636	172	0.8642	0.5944	0.8642	0.9296
No log	1.5818	174	0.8668	0.6272	0.8668	0.9310
No log	1.6	176	0.9069	0.6272	0.9069	0.9523
No log	1.6182	178	0.9547	0.6812	0.9547	0.9771
No log	1.6364	180	0.9422	0.5785	0.9422	0.9707
No log	1.6545	182	0.9662	0.6296	0.9662	0.9830
No log	1.6727	184	0.9008	0.5973	0.9008	0.9491
No log	1.6909	186	0.8106	0.5785	0.8106	0.9004
No log	1.7091	188	0.9027	0.5845	0.9027	0.9501
No log	1.7273	190	1.0008	0.5266	1.0008	1.0004
No log	1.7455	192	0.9525	0.5266	0.9525	0.9759
No log	1.7636	194	0.8119	0.7286	0.8119	0.9010
No log	1.7818	196	0.7477	0.6476	0.7477	0.8647
No log	1.8	198	1.0567	0.5889	1.0567	1.0280
No log	1.8182	200	1.3755	0.4979	1.3755	1.1728
No log	1.8364	202	1.2883	0.4979	1.2883	1.1350
No log	1.8545	204	0.9558	0.6545	0.9558	0.9777
No log	1.8727	206	0.7330	0.6550	0.7330	0.8562
No log	1.8909	208	0.7958	0.5304	0.7958	0.8921
No log	1.9091	210	0.8084	0.5312	0.8084	0.8991
No log	1.9273	212	0.7720	0.5070	0.7720	0.8786
No log	1.9455	214	0.7582	0.5723	0.7582	0.8708
No log	1.9636	216	0.7952	0.6550	0.7952	0.8917
No log	1.9818	218	0.8436	0.6543	0.8436	0.9185
No log	2.0	220	0.9346	0.6115	0.9346	0.9667
No log	2.0182	222	0.9841	0.5349	0.9841	0.9920
No log	2.0364	224	0.9622	0.5349	0.9622	0.9809
No log	2.0545	226	0.9362	0.5532	0.9362	0.9676
No log	2.0727	228	0.8518	0.6860	0.8518	0.9229
No log	2.0909	230	0.8016	0.6363	0.8016	0.8953
No log	2.1091	232	0.7914	0.6309	0.7914	0.8896
No log	2.1273	234	0.8116	0.6309	0.8116	0.9009
No log	2.1455	236	0.8104	0.6309	0.8104	0.9002
No log	2.1636	238	0.7981	0.6309	0.7981	0.8934
No log	2.1818	240	0.7757	0.6309	0.7757	0.8807
No log	2.2	242	0.7730	0.6309	0.7730	0.8792
No log	2.2182	244	0.7720	0.6309	0.7720	0.8786
No log	2.2364	246	0.7567	0.6309	0.7567	0.8699
No log	2.2545	248	0.7562	0.6309	0.7562	0.8696
No log	2.2727	250	0.7996	0.6309	0.7996	0.8942
No log	2.2909	252	0.9173	0.5869	0.9173	0.9578
No log	2.3091	254	0.9375	0.6141	0.9375	0.9682
No log	2.3273	256	0.9315	0.6425	0.9315	0.9652
No log	2.3455	258	0.8979	0.6639	0.8979	0.9476
No log	2.3636	260	0.9088	0.6595	0.9088	0.9533
No log	2.3818	262	0.9262	0.6639	0.9262	0.9624
No log	2.4	264	0.9821	0.6425	0.9821	0.9910
No log	2.4182	266	0.9554	0.6468	0.9554	0.9774
No log	2.4364	268	0.9448	0.6514	0.9448	0.9720
No log	2.4545	270	0.9548	0.6260	0.9548	0.9771
No log	2.4727	272	1.0103	0.5869	1.0103	1.0051
No log	2.4909	274	0.9017	0.6260	0.9017	0.9496
No log	2.5091	276	0.7398	0.6309	0.7398	0.8601
No log	2.5273	278	0.6730	0.7782	0.6730	0.8203
No log	2.5455	280	0.6906	0.7529	0.6906	0.8310
No log	2.5636	282	0.6811	0.7337	0.6811	0.8253
No log	2.5818	284	0.6449	0.7520	0.6449	0.8031
No log	2.6	286	0.6826	0.6897	0.6826	0.8262
No log	2.6182	288	0.7020	0.6897	0.7020	0.8379
No log	2.6364	290	0.6670	0.6897	0.6670	0.8167
No log	2.6545	292	0.6703	0.6897	0.6703	0.8187
No log	2.6727	294	0.6459	0.6752	0.6459	0.8037
No log	2.6909	296	0.6644	0.6266	0.6644	0.8151
No log	2.7091	298	0.7477	0.6791	0.7477	0.8647
No log	2.7273	300	0.8486	0.5862	0.8486	0.9212
No log	2.7455	302	0.8313	0.5862	0.8313	0.9117
No log	2.7636	304	0.7265	0.6219	0.7265	0.8523
No log	2.7818	306	0.6980	0.6514	0.6980	0.8354
No log	2.8	308	0.6772	0.6851	0.6772	0.8229
No log	2.8182	310	0.6724	0.6799	0.6724	0.8200
No log	2.8364	312	0.6859	0.6745	0.6859	0.8282
No log	2.8545	314	0.7129	0.7136	0.7129	0.8443
No log	2.8727	316	0.7708	0.72	0.7708	0.8779
No log	2.8909	318	0.8652	0.6662	0.8652	0.9301
No log	2.9091	320	0.8713	0.6662	0.8713	0.9334
No log	2.9273	322	0.8259	0.7288	0.8259	0.9088
No log	2.9455	324	0.8238	0.7288	0.8238	0.9077
No log	2.9636	326	0.7244	0.7014	0.7244	0.8511
No log	2.9818	328	0.6876	0.6627	0.6876	0.8292
No log	3.0	330	0.6830	0.6627	0.6830	0.8265
No log	3.0182	332	0.7192	0.6797	0.7192	0.8480
No log	3.0364	334	0.6842	0.6797	0.6842	0.8272
No log	3.0545	336	0.6479	0.6797	0.6479	0.8049
No log	3.0727	338	0.6075	0.6369	0.6075	0.7794
No log	3.0909	340	0.5640	0.6824	0.5640	0.7510
No log	3.1091	342	0.5414	0.7139	0.5414	0.7358
No log	3.1273	344	0.5294	0.7427	0.5294	0.7276
No log	3.1455	346	0.5312	0.7427	0.5312	0.7288
No log	3.1636	348	0.5517	0.7717	0.5517	0.7428
No log	3.1818	350	0.5479	0.7616	0.5479	0.7402
No log	3.2	352	0.5557	0.7612	0.5557	0.7455
No log	3.2182	354	0.6028	0.8161	0.6028	0.7764
No log	3.2364	356	0.6410	0.7607	0.6410	0.8006
No log	3.2545	358	0.6535	0.7607	0.6535	0.8084
No log	3.2727	360	0.5975	0.7607	0.5975	0.7730
No log	3.2909	362	0.5794	0.7607	0.5794	0.7612
No log	3.3091	364	0.6098	0.7157	0.6098	0.7809
No log	3.3273	366	0.6861	0.7157	0.6861	0.8283
No log	3.3455	368	0.8044	0.6356	0.8044	0.8969
No log	3.3636	370	0.8394	0.6356	0.8394	0.9162
No log	3.3818	372	0.7741	0.6356	0.7741	0.8798
No log	3.4	374	0.6632	0.7412	0.6632	0.8144
No log	3.4182	376	0.5952	0.7607	0.5952	0.7715
No log	3.4364	378	0.6011	0.7607	0.6011	0.7753
No log	3.4545	380	0.6574	0.7157	0.6574	0.8108
No log	3.4727	382	0.6996	0.6622	0.6996	0.8364
No log	3.4909	384	0.8024	0.6678	0.8024	0.8958
No log	3.5091	386	0.8513	0.6170	0.8513	0.9227
No log	3.5273	388	0.8546	0.6135	0.8546	0.9244
No log	3.5455	390	0.7799	0.7009	0.7799	0.8831
No log	3.5636	392	0.6614	0.7429	0.6614	0.8133
No log	3.5818	394	0.6051	0.7354	0.6051	0.7779
No log	3.6	396	0.5876	0.7354	0.5876	0.7666
No log	3.6182	398	0.5991	0.7692	0.5991	0.7740
No log	3.6364	400	0.6498	0.7157	0.6498	0.8061
No log	3.6545	402	0.6244	0.7692	0.6244	0.7902
No log	3.6727	404	0.5659	0.7162	0.5659	0.7523
No log	3.6909	406	0.5412	0.7713	0.5412	0.7357
No log	3.7091	408	0.5411	0.7713	0.5411	0.7356
No log	3.7273	410	0.5586	0.7162	0.5586	0.7474
No log	3.7455	412	0.6333	0.7692	0.6333	0.7958
No log	3.7636	414	0.6725	0.7789	0.6725	0.8200
No log	3.7818	416	0.6743	0.7692	0.6743	0.8212
No log	3.8	418	0.6332	0.7692	0.6332	0.7958
No log	3.8182	420	0.5577	0.7612	0.5577	0.7468
No log	3.8364	422	0.5481	0.7689	0.5481	0.7404
No log	3.8545	424	0.5619	0.7451	0.5619	0.7496
No log	3.8727	426	0.5609	0.7689	0.5609	0.7489
No log	3.8909	428	0.5736	0.7689	0.5736	0.7574
No log	3.9091	430	0.6160	0.7281	0.6160	0.7849
No log	3.9273	432	0.6886	0.7598	0.6886	0.8298
No log	3.9455	434	0.7413	0.7009	0.7413	0.8610
No log	3.9636	436	0.7585	0.7350	0.7585	0.8709
No log	3.9818	438	0.7000	0.7819	0.7000	0.8367
No log	4.0	440	0.7079	0.7819	0.7079	0.8414
No log	4.0182	442	0.7767	0.7350	0.7767	0.8813
No log	4.0364	444	0.8279	0.6974	0.8279	0.9099
No log	4.0545	446	0.9175	0.6135	0.9175	0.9579
No log	4.0727	448	0.9430	0.6135	0.9430	0.9711
No log	4.0909	450	0.8952	0.6135	0.8952	0.9461
No log	4.1091	452	0.8159	0.6508	0.8159	0.9033
No log	4.1273	454	0.7894	0.6508	0.7894	0.8885
No log	4.1455	456	0.7925	0.6508	0.7925	0.8902
No log	4.1636	458	0.7619	0.6508	0.7619	0.8729
No log	4.1818	460	0.7092	0.7009	0.7092	0.8421
No log	4.2	462	0.6679	0.7081	0.6679	0.8173
No log	4.2182	464	0.6338	0.7081	0.6338	0.7961
No log	4.2364	466	0.6014	0.7081	0.6014	0.7755
No log	4.2545	468	0.5941	0.7081	0.5941	0.7708
No log	4.2727	470	0.6321	0.7081	0.6321	0.7950
No log	4.2909	472	0.6692	0.7081	0.6692	0.8180
No log	4.3091	474	0.6889	0.7081	0.6889	0.8300
No log	4.3273	476	0.6713	0.7081	0.6713	0.8194
No log	4.3455	478	0.6103	0.7157	0.6103	0.7812
No log	4.3636	480	0.5622	0.8405	0.5622	0.7498
No log	4.3818	482	0.5508	0.7875	0.5508	0.7421
No log	4.4	484	0.5608	0.7433	0.5608	0.7488
No log	4.4182	486	0.5603	0.7945	0.5603	0.7485
No log	4.4364	488	0.5681	0.7945	0.5681	0.7537
No log	4.4545	490	0.5711	0.7945	0.5711	0.7557
No log	4.4727	492	0.5365	0.7875	0.5365	0.7325
No log	4.4909	494	0.5220	0.7879	0.5220	0.7225
No log	4.5091	496	0.5246	0.7354	0.5246	0.7243
No log	4.5273	498	0.5293	0.7672	0.5293	0.7275
0.7009	4.5455	500	0.5217	0.7354	0.5217	0.7223
0.7009	4.5636	502	0.5169	0.7879	0.5169	0.7190
0.7009	4.5818	504	0.5158	0.7879	0.5158	0.7182
0.7009	4.6	506	0.5105	0.7759	0.5105	0.7145
0.7009	4.6182	508	0.5425	0.7434	0.5425	0.7365
0.7009	4.6364	510	0.5765	0.7434	0.5765	0.7593
0.7009	4.6545	512	0.5579	0.7110	0.5579	0.7469
0.7009	4.6727	514	0.5025	0.7612	0.5025	0.7089
0.7009	4.6909	516	0.4846	0.7713	0.4846	0.6961
0.7009	4.7091	518	0.4876	0.7713	0.4876	0.6983
0.7009	4.7273	520	0.4970	0.8051	0.4970	0.7050
0.7009	4.7455	522	0.5462	0.8009	0.5462	0.7390
0.7009	4.7636	524	0.6435	0.7944	0.6435	0.8022
0.7009	4.7818	526	0.6907	0.8032	0.6907	0.8311
0.7009	4.8	528	0.7354	0.7576	0.7354	0.8576
0.7009	4.8182	530	0.7200	0.7576	0.7200	0.8486
0.7009	4.8364	532	0.6684	0.7502	0.6684	0.8176
0.7009	4.8545	534	0.6330	0.7192	0.6330	0.7956
0.7009	4.8727	536	0.6535	0.7192	0.6535	0.8084
0.7009	4.8909	538	0.6084	0.7173	0.6084	0.7800
0.7009	4.9091	540	0.5811	0.7911	0.5811	0.7623
0.7009	4.9273	542	0.6077	0.7173	0.6077	0.7795
0.7009	4.9455	544	0.6183	0.7173	0.6183	0.7863
0.7009	4.9636	546	0.6088	0.6860	0.6088	0.7802
0.7009	4.9818	548	0.5767	0.7417	0.5767	0.7594
0.7009	5.0	550	0.5446	0.7422	0.5446	0.7380
0.7009	5.0182	552	0.5214	0.7713	0.5214	0.7221
0.7009	5.0364	554	0.5126	0.7713	0.5126	0.7160
0.7009	5.0545	556	0.5239	0.7612	0.5239	0.7238
0.7009	5.0727	558	0.5756	0.6797	0.5756	0.7587
0.7009	5.0909	560	0.6413	0.6860	0.6413	0.8008
0.7009	5.1091	562	0.7060	0.6860	0.7060	0.8402
0.7009	5.1273	564	0.6859	0.6860	0.6859	0.8282
0.7009	5.1455	566	0.6258	0.6860	0.6258	0.7911
0.7009	5.1636	568	0.5764	0.8011	0.5764	0.7592
0.7009	5.1818	570	0.5327	0.8011	0.5327	0.7298
0.7009	5.2	572	0.5241	0.8011	0.5241	0.7240
0.7009	5.2182	574	0.5689	0.8011	0.5689	0.7543
0.7009	5.2364	576	0.6944	0.6860	0.6944	0.8333
0.7009	5.2545	578	0.8683	0.6333	0.8683	0.9318
0.7009	5.2727	580	0.9135	0.6333	0.9135	0.9558
0.7009	5.2909	582	0.8530	0.6836	0.8530	0.9236
0.7009	5.3091	584	0.7270	0.6902	0.7270	0.8527
0.7009	5.3273	586	0.5889	0.7894	0.5889	0.7674
0.7009	5.3455	588	0.4993	0.7322	0.4993	0.7066
0.7009	5.3636	590	0.4994	0.7322	0.4994	0.7067
0.7009	5.3818	592	0.5474	0.7264	0.5474	0.7399
0.7009	5.4	594	0.6127	0.7264	0.6127	0.7827
0.7009	5.4182	596	0.6512	0.8032	0.6512	0.8069
0.7009	5.4364	598	0.7413	0.7658	0.7413	0.8610
0.7009	5.4545	600	0.7711	0.7941	0.7711	0.8781
0.7009	5.4727	602	0.8257	0.7658	0.8257	0.9087
0.7009	5.4909	604	0.8076	0.7658	0.8076	0.8987
0.7009	5.5091	606	0.7346	0.7420	0.7346	0.8571
0.7009	5.5273	608	0.6306	0.7417	0.6306	0.7941
0.7009	5.5455	610	0.5832	0.7157	0.5832	0.7637
0.7009	5.5636	612	0.5885	0.7086	0.5885	0.7672
0.7009	5.5818	614	0.6277	0.7598	0.6277	0.7923
0.7009	5.6	616	0.6928	0.7417	0.6928	0.8323
0.7009	5.6182	618	0.7585	0.6860	0.7585	0.8709
0.7009	5.6364	620	0.7859	0.6860	0.7859	0.8865
0.7009	5.6545	622	0.8055	0.6860	0.8055	0.8975
0.7009	5.6727	624	0.7797	0.6860	0.7797	0.8830
0.7009	5.6909	626	0.7214	0.6860	0.7214	0.8494
0.7009	5.7091	628	0.6777	0.7417	0.6777	0.8232
0.7009	5.7273	630	0.6336	0.7333	0.6336	0.7960
0.7009	5.7455	632	0.6130	0.7692	0.6130	0.7829
0.7009	5.7636	634	0.6155	0.7692	0.6155	0.7845
0.7009	5.7818	636	0.6510	0.7692	0.6510	0.8068
0.7009	5.8	638	0.7025	0.7421	0.7025	0.8382
0.7009	5.8182	640	0.7461	0.7417	0.7461	0.8638
0.7009	5.8364	642	0.7637	0.6860	0.7637	0.8739
0.7009	5.8545	644	0.7207	0.7417	0.7207	0.8489
0.7009	5.8727	646	0.6554	0.7598	0.6554	0.8095
0.7009	5.8909	648	0.6099	0.7598	0.6099	0.7809
0.7009	5.9091	650	0.6000	0.7598	0.6000	0.7746
0.7009	5.9273	652	0.6240	0.7598	0.6240	0.7899
0.7009	5.9455	654	0.6449	0.7598	0.6449	0.8031
0.7009	5.9636	656	0.6658	0.7688	0.6658	0.8160
0.7009	5.9818	658	0.6927	0.7417	0.6927	0.8323
0.7009	6.0	660	0.6841	0.7745	0.6841	0.8271
0.7009	6.0182	662	0.7083	0.7576	0.7083	0.8416
0.7009	6.0364	664	0.7063	0.7576	0.7063	0.8404
0.7009	6.0545	666	0.6477	0.7246	0.6477	0.8048
0.7009	6.0727	668	0.6083	0.8220	0.6083	0.7799
0.7009	6.0909	670	0.6174	0.8220	0.6174	0.7858
0.7009	6.1091	672	0.6246	0.7764	0.6246	0.7903
0.7009	6.1273	674	0.6522	0.8032	0.6522	0.8076
0.7009	6.1455	676	0.6751	0.7745	0.6751	0.8216
0.7009	6.1636	678	0.6702	0.7674	0.6702	0.8187
0.7009	6.1818	680	0.6511	0.7973	0.6511	0.8069
0.7009	6.2	682	0.6500	0.7885	0.6500	0.8062
0.7009	6.2182	684	0.6311	0.7720	0.6311	0.7944
0.7009	6.2364	686	0.5978	0.7720	0.5978	0.7732
0.7009	6.2545	688	0.5518	0.7720	0.5518	0.7428
0.7009	6.2727	690	0.5373	0.7735	0.5373	0.7330
0.7009	6.2909	692	0.5511	0.7720	0.5511	0.7424
0.7009	6.3091	694	0.5706	0.7720	0.5706	0.7554
0.7009	6.3273	696	0.6004	0.7720	0.6004	0.7749
0.7009	6.3455	698	0.5841	0.7735	0.5841	0.7643
0.7009	6.3636	700	0.5572	0.7431	0.5572	0.7465
0.7009	6.3818	702	0.5406	0.7945	0.5406	0.7353
0.7009	6.4	704	0.5533	0.7598	0.5533	0.7439
0.7009	6.4182	706	0.5716	0.7250	0.5716	0.7560
0.7009	6.4364	708	0.6194	0.7510	0.6194	0.7870
0.7009	6.4545	710	0.6465	0.7720	0.6465	0.8040
0.7009	6.4727	712	0.6340	0.7720	0.6340	0.7962
0.7009	6.4909	714	0.6527	0.7720	0.6527	0.8079
0.7009	6.5091	716	0.6833	0.7720	0.6833	0.8266
0.7009	6.5273	718	0.7127	0.7924	0.7127	0.8442
0.7009	6.5455	720	0.7309	0.7720	0.7309	0.8549
0.7009	6.5636	722	0.7086	0.7434	0.7086	0.8418
0.7009	6.5818	724	0.6920	0.7434	0.6920	0.8319
0.7009	6.6	726	0.6844	0.7110	0.6844	0.8273
0.7009	6.6182	728	0.6660	0.7110	0.6660	0.8161
0.7009	6.6364	730	0.6358	0.7110	0.6358	0.7974
0.7009	6.6545	732	0.6239	0.7086	0.6239	0.7899
0.7009	6.6727	734	0.6271	0.7086	0.6271	0.7919
0.7009	6.6909	736	0.6581	0.7086	0.6581	0.8112
0.7009	6.7091	738	0.6893	0.7333	0.6893	0.8302
0.7009	6.7273	740	0.7273	0.7328	0.7273	0.8528
0.7009	6.7455	742	0.7657	0.7328	0.7657	0.8751
0.7009	6.7636	744	0.7636	0.7328	0.7636	0.8739
0.7009	6.7818	746	0.7305	0.7338	0.7305	0.8547
0.7009	6.8	748	0.6837	0.7434	0.6837	0.8268
0.7009	6.8182	750	0.6297	0.7431	0.6297	0.7935
0.7009	6.8364	752	0.5911	0.7086	0.5911	0.7688
0.7009	6.8545	754	0.5775	0.7086	0.5775	0.7599
0.7009	6.8727	756	0.5796	0.7162	0.5796	0.7613
0.7009	6.8909	758	0.5941	0.7086	0.5941	0.7708
0.7009	6.9091	760	0.6135	0.6866	0.6135	0.7833
0.7009	6.9273	762	0.6179	0.6866	0.6179	0.7860
0.7009	6.9455	764	0.6247	0.6866	0.6247	0.7904
0.7009	6.9636	766	0.6296	0.7250	0.6296	0.7935
0.7009	6.9818	768	0.6294	0.7250	0.6294	0.7933
0.7009	7.0	770	0.6422	0.7250	0.6422	0.8014
0.7009	7.0182	772	0.6529	0.7250	0.6529	0.8080
0.7009	7.0364	774	0.6619	0.7431	0.6619	0.8136
0.7009	7.0545	776	0.6502	0.7086	0.6502	0.8064
0.7009	7.0727	778	0.6532	0.7086	0.6532	0.8082
0.7009	7.0909	780	0.6659	0.7086	0.6659	0.8160
0.7009	7.1091	782	0.6774	0.7086	0.6774	0.8230
0.7009	7.1273	784	0.6913	0.7086	0.6913	0.8315
0.7009	7.1455	786	0.7300	0.6569	0.7300	0.8544
0.7009	7.1636	788	0.7502	0.6797	0.7502	0.8662
0.7009	7.1818	790	0.7329	0.6797	0.7329	0.8561
0.7009	7.2	792	0.7006	0.6802	0.7006	0.8370
0.7009	7.2182	794	0.6593	0.7086	0.6593	0.8120
0.7009	7.2364	796	0.6300	0.7086	0.6300	0.7937
0.7009	7.2545	798	0.6207	0.7086	0.6207	0.7879
0.7009	7.2727	800	0.6202	0.7086	0.6202	0.7876
0.7009	7.2909	802	0.6288	0.7086	0.6288	0.7929
0.7009	7.3091	804	0.6409	0.6802	0.6409	0.8006
0.7009	7.3273	806	0.6666	0.7250	0.6666	0.8164
0.7009	7.3455	808	0.6964	0.7764	0.6964	0.8345
0.7009	7.3636	810	0.6975	0.7764	0.6975	0.8352
0.7009	7.3818	812	0.7009	0.7764	0.7009	0.8372
0.7009	7.4	814	0.6785	0.7250	0.6785	0.8237
0.7009	7.4182	816	0.6717	0.7250	0.6717	0.8196
0.7009	7.4364	818	0.7028	0.7250	0.7028	0.8383
0.7009	7.4545	820	0.7607	0.8032	0.7607	0.8722
0.7009	7.4727	822	0.7931	0.8032	0.7931	0.8906
0.7009	7.4909	824	0.7947	0.8032	0.7947	0.8915
0.7009	7.5091	826	0.7602	0.7579	0.7602	0.8719
0.7009	7.5273	828	0.7059	0.7579	0.7059	0.8402
0.7009	7.5455	830	0.6693	0.7264	0.6693	0.8181
0.7009	7.5636	832	0.6440	0.7264	0.6440	0.8025
0.7009	7.5818	834	0.6331	0.7250	0.6331	0.7957
0.7009	7.6	836	0.6374	0.7250	0.6374	0.7983
0.7009	7.6182	838	0.6637	0.7250	0.6637	0.8147
0.7009	7.6364	840	0.6959	0.7250	0.6959	0.8342
0.7009	7.6545	842	0.6998	0.7250	0.6998	0.8365
0.7009	7.6727	844	0.7036	0.7250	0.7036	0.8388
0.7009	7.6909	846	0.6861	0.7250	0.6861	0.8283
0.7009	7.7091	848	0.6667	0.7250	0.6667	0.8165
0.7009	7.7273	850	0.6578	0.7250	0.6578	0.8111
0.7009	7.7455	852	0.6414	0.7250	0.6414	0.8008
0.7009	7.7636	854	0.6523	0.7250	0.6523	0.8076
0.7009	7.7818	856	0.6835	0.7250	0.6835	0.8267
0.7009	7.8	858	0.7244	0.7250	0.7244	0.8511
0.7009	7.8182	860	0.7521	0.7745	0.7521	0.8672
0.7009	7.8364	862	0.7779	0.7745	0.7779	0.8820
0.7009	7.8545	864	0.7807	0.8032	0.7807	0.8836
0.7009	7.8727	866	0.7516	0.8032	0.7516	0.8670
0.7009	7.8909	868	0.7306	0.7579	0.7306	0.8548
0.7009	7.9091	870	0.7055	0.7264	0.7055	0.8399
0.7009	7.9273	872	0.6819	0.7264	0.6819	0.8258
0.7009	7.9455	874	0.6778	0.7264	0.6778	0.8233
0.7009	7.9636	876	0.6845	0.7264	0.6845	0.8274
0.7009	7.9818	878	0.6986	0.7264	0.6986	0.8358
0.7009	8.0	880	0.7032	0.6866	0.7032	0.8386
0.7009	8.0182	882	0.6956	0.6866	0.6956	0.8340
0.7009	8.0364	884	0.6801	0.6866	0.6801	0.8247
0.7009	8.0545	886	0.6622	0.6866	0.6622	0.8138
0.7009	8.0727	888	0.6619	0.7250	0.6619	0.8135
0.7009	8.0909	890	0.6550	0.7250	0.6550	0.8093
0.7009	8.1091	892	0.6417	0.7510	0.6417	0.8010
0.7009	8.1273	894	0.6418	0.7510	0.6418	0.8011
0.7009	8.1455	896	0.6421	0.7510	0.6421	0.8013
0.7009	8.1636	898	0.6545	0.7507	0.6545	0.8090
0.7009	8.1818	900	0.6872	0.7799	0.6872	0.8290
0.7009	8.2	902	0.7124	0.7799	0.7124	0.8440
0.7009	8.2182	904	0.7099	0.7799	0.7099	0.8425
0.7009	8.2364	906	0.7213	0.7799	0.7213	0.8493
0.7009	8.2545	908	0.7332	0.7799	0.7332	0.8563
0.7009	8.2727	910	0.7357	0.7799	0.7357	0.8578
0.7009	8.2909	912	0.7450	0.7799	0.7450	0.8632
0.7009	8.3091	914	0.7346	0.7799	0.7346	0.8571
0.7009	8.3273	916	0.7227	0.7799	0.7227	0.8501
0.7009	8.3455	918	0.7112	0.7799	0.7112	0.8433
0.7009	8.3636	920	0.6959	0.7799	0.6959	0.8342
0.7009	8.3818	922	0.6850	0.7799	0.6850	0.8276
0.7009	8.4	924	0.6717	0.7799	0.6717	0.8195
0.7009	8.4182	926	0.6687	0.7507	0.6687	0.8177
0.7009	8.4364	928	0.6731	0.7507	0.6731	0.8204
0.7009	8.4545	930	0.6763	0.7507	0.6763	0.8224
0.7009	8.4727	932	0.6759	0.7510	0.6759	0.8221
0.7009	8.4909	934	0.6741	0.7510	0.6741	0.8210
0.7009	8.5091	936	0.6634	0.7510	0.6634	0.8145
0.7009	8.5273	938	0.6443	0.7510	0.6443	0.8027
0.7009	8.5455	940	0.6261	0.7510	0.6261	0.7913
0.7009	8.5636	942	0.6222	0.7510	0.6222	0.7888
0.7009	8.5818	944	0.6269	0.7510	0.6269	0.7918
0.7009	8.6	946	0.6317	0.7510	0.6317	0.7948
0.7009	8.6182	948	0.6418	0.7510	0.6418	0.8011
0.7009	8.6364	950	0.6452	0.7510	0.6452	0.8032
0.7009	8.6545	952	0.6434	0.7157	0.6434	0.8021
0.7009	8.6727	954	0.6358	0.7157	0.6358	0.7973
0.7009	8.6909	956	0.6289	0.7086	0.6289	0.7930
0.7009	8.7091	958	0.6252	0.7086	0.6252	0.7907
0.7009	8.7273	960	0.6198	0.7086	0.6198	0.7873
0.7009	8.7455	962	0.6111	0.7086	0.6111	0.7817
0.7009	8.7636	964	0.5977	0.7086	0.5977	0.7731
0.7009	8.7818	966	0.5928	0.7431	0.5928	0.7699
0.7009	8.8	968	0.5974	0.7431	0.5974	0.7729
0.7009	8.8182	970	0.6067	0.7431	0.6067	0.7789
0.7009	8.8364	972	0.6199	0.7431	0.6199	0.7873
0.7009	8.8545	974	0.6426	0.7431	0.6426	0.8016
0.7009	8.8727	976	0.6690	0.7431	0.6690	0.8179
0.7009	8.8909	978	0.6967	0.7250	0.6967	0.8347
0.7009	8.9091	980	0.7154	0.7264	0.7154	0.8458
0.7009	8.9273	982	0.7209	0.7264	0.7209	0.8491
0.7009	8.9455	984	0.7096	0.7264	0.7096	0.8424
0.7009	8.9636	986	0.6887	0.7250	0.6887	0.8299
0.7009	8.9818	988	0.6630	0.7250	0.6630	0.8143
0.7009	9.0	990	0.6355	0.7178	0.6355	0.7972
0.7009	9.0182	992	0.6200	0.7431	0.6200	0.7874
0.7009	9.0364	994	0.6138	0.7431	0.6138	0.7835
0.7009	9.0545	996	0.6035	0.7178	0.6035	0.7769
0.7009	9.0727	998	0.5985	0.7178	0.5985	0.7736
0.1123	9.0909	1000	0.6039	0.7250	0.6039	0.7771
0.1123	9.1091	1002	0.6115	0.7250	0.6115	0.7820
0.1123	9.1273	1004	0.6214	0.7250	0.6214	0.7883
0.1123	9.1455	1006	0.6355	0.7250	0.6355	0.7972
0.1123	9.1636	1008	0.6545	0.7250	0.6545	0.8090
0.1123	9.1818	1010	0.6762	0.7764	0.6762	0.8223
0.1123	9.2	1012	0.6885	0.7764	0.6885	0.8298
0.1123	9.2182	1014	0.6862	0.7764	0.6862	0.8284
0.1123	9.2364	1016	0.6755	0.7764	0.6755	0.8219
0.1123	9.2545	1018	0.6606	0.7250	0.6606	0.8128
0.1123	9.2727	1020	0.6495	0.7250	0.6495	0.8059
0.1123	9.2909	1022	0.6350	0.7250	0.6350	0.7969
0.1123	9.3091	1024	0.6237	0.7250	0.6237	0.7897
0.1123	9.3273	1026	0.6124	0.7250	0.6124	0.7826
0.1123	9.3455	1028	0.6071	0.7250	0.6071	0.7791
0.1123	9.3636	1030	0.6096	0.7250	0.6096	0.7808
0.1123	9.3818	1032	0.6145	0.7250	0.6145	0.7839
0.1123	9.4	1034	0.6239	0.7250	0.6239	0.7898
0.1123	9.4182	1036	0.6356	0.7250	0.6356	0.7972
0.1123	9.4364	1038	0.6450	0.7250	0.6450	0.8031
0.1123	9.4545	1040	0.6462	0.7250	0.6462	0.8039
0.1123	9.4727	1042	0.6482	0.7250	0.6482	0.8051
0.1123	9.4909	1044	0.6474	0.7250	0.6474	0.8046
0.1123	9.5091	1046	0.6431	0.7250	0.6431	0.8019
0.1123	9.5273	1048	0.6364	0.7250	0.6364	0.7978
0.1123	9.5455	1050	0.6344	0.7250	0.6344	0.7965
0.1123	9.5636	1052	0.6338	0.7250	0.6338	0.7961
0.1123	9.5818	1054	0.6370	0.7250	0.6370	0.7982
0.1123	9.6	1056	0.6435	0.7250	0.6435	0.8022
0.1123	9.6182	1058	0.6471	0.7250	0.6471	0.8044
0.1123	9.6364	1060	0.6494	0.7250	0.6494	0.8058
0.1123	9.6545	1062	0.6493	0.7250	0.6493	0.8058
0.1123	9.6727	1064	0.6495	0.7250	0.6495	0.8059
0.1123	9.6909	1066	0.6496	0.7250	0.6496	0.8060
0.1123	9.7091	1068	0.6490	0.7250	0.6490	0.8056
0.1123	9.7273	1070	0.6485	0.7250	0.6485	0.8053
0.1123	9.7455	1072	0.6470	0.7250	0.6470	0.8044
0.1123	9.7636	1074	0.6464	0.7250	0.6464	0.8040
0.1123	9.7818	1076	0.6458	0.7250	0.6458	0.8036
0.1123	9.8	1078	0.6444	0.7250	0.6444	0.8028
0.1123	9.8182	1080	0.6437	0.7250	0.6437	0.8023
0.1123	9.8364	1082	0.6431	0.7250	0.6431	0.8019
0.1123	9.8545	1084	0.6428	0.7250	0.6428	0.8017
0.1123	9.8727	1086	0.6433	0.7250	0.6433	0.8021
0.1123	9.8909	1088	0.6439	0.7250	0.6439	0.8024
0.1123	9.9091	1090	0.6446	0.7250	0.6446	0.8029
0.1123	9.9273	1092	0.6455	0.7250	0.6455	0.8035
0.1123	9.9455	1094	0.6463	0.7250	0.6463	0.8039
0.1123	9.9636	1096	0.6473	0.7250	0.6473	0.8046
0.1123	9.9818	1098	0.6478	0.7250	0.6478	0.8049
0.1123	10.0	1100	0.6480	0.7250	0.6480	0.8050

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 27, 2024
Updated: Nov 27, 2024