ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k10_task1_organization

MayBashendy/ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k10_task1_organization

ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k10_task1_organization 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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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Feb 4, 2025
Updated: Feb 4, 2025
SHA: 3e934c7d

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k10_task1_organization

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: 0.8805
Qwk: 0.6212
Mse: 0.8805
Rmse: 0.9384

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0377	2	6.7528	0.0114	6.7528	2.5986
No log	0.0755	4	4.3391	0.0667	4.3391	2.0831
No log	0.1132	6	2.9856	0.0375	2.9856	1.7279
No log	0.1509	8	2.2207	0.2090	2.2207	1.4902
No log	0.1887	10	1.9009	0.2435	1.9009	1.3787
No log	0.2264	12	1.7415	0.2342	1.7415	1.3197
No log	0.2642	14	1.5734	0.1714	1.5734	1.2543
No log	0.3019	16	1.7020	0.1121	1.7020	1.3046
No log	0.3396	18	2.2682	0.0625	2.2682	1.5061
No log	0.3774	20	2.3808	-0.0152	2.3808	1.5430
No log	0.4151	22	1.7192	0.1739	1.7192	1.3112
No log	0.4528	24	1.4001	0.5	1.4001	1.1832
No log	0.4906	26	1.4361	0.4407	1.4361	1.1984
No log	0.5283	28	1.3515	0.25	1.3515	1.1626
No log	0.5660	30	1.4348	0.2881	1.4348	1.1978
No log	0.6038	32	1.4935	0.4160	1.4935	1.2221
No log	0.6415	34	1.4400	0.4615	1.4400	1.2000
No log	0.6792	36	1.1863	0.5116	1.1863	1.0892
No log	0.7170	38	1.3028	0.4167	1.3028	1.1414
No log	0.7547	40	1.1418	0.5077	1.1418	1.0686
No log	0.7925	42	0.8864	0.6571	0.8864	0.9415
No log	0.8302	44	1.0928	0.6154	1.0928	1.0454
No log	0.8679	46	1.6611	0.4314	1.6611	1.2888
No log	0.9057	48	1.4894	0.4324	1.4894	1.2204
No log	0.9434	50	0.9306	0.6619	0.9306	0.9647
No log	0.9811	52	1.0192	0.5496	1.0192	1.0095
No log	1.0189	54	2.0005	0.0526	2.0005	1.4144
No log	1.0566	56	1.9278	0.1552	1.9278	1.3885
No log	1.0943	58	1.3778	0.4275	1.3778	1.1738
No log	1.1321	60	1.1018	0.5692	1.1018	1.0496
No log	1.1698	62	1.1104	0.4576	1.1104	1.0537
No log	1.2075	64	1.1615	0.4628	1.1615	1.0777
No log	1.2453	66	1.1118	0.5041	1.1118	1.0544
No log	1.2830	68	1.1442	0.6269	1.1442	1.0697
No log	1.3208	70	1.1250	0.6074	1.1250	1.0607
No log	1.3585	72	0.9793	0.6043	0.9793	0.9896
No log	1.3962	74	1.0466	0.6434	1.0466	1.0230
No log	1.4340	76	1.0456	0.6849	1.0456	1.0226
No log	1.4717	78	0.9543	0.6761	0.9543	0.9769
No log	1.5094	80	0.9413	0.6479	0.9413	0.9702
No log	1.5472	82	0.9587	0.6331	0.9587	0.9791
No log	1.5849	84	0.9506	0.6232	0.9506	0.9750
No log	1.6226	86	0.9394	0.6475	0.9394	0.9692
No log	1.6604	88	0.9287	0.6232	0.9287	0.9637
No log	1.6981	90	0.9109	0.6429	0.9109	0.9544
No log	1.7358	92	0.9633	0.6143	0.9633	0.9815
No log	1.7736	94	0.9881	0.6087	0.9881	0.9940
No log	1.8113	96	0.9272	0.6714	0.9272	0.9629
No log	1.8491	98	1.0543	0.6154	1.0543	1.0268
No log	1.8868	100	1.0807	0.5931	1.0807	1.0396
No log	1.9245	102	1.0085	0.6993	1.0085	1.0043
No log	1.9623	104	0.9496	0.6383	0.9496	0.9745
No log	2.0	106	0.9886	0.6853	0.9886	0.9943
No log	2.0377	108	0.9427	0.6806	0.9427	0.9710
No log	2.0755	110	0.8594	0.6986	0.8594	0.9270
No log	2.1132	112	0.9461	0.6622	0.9461	0.9727
No log	2.1509	114	0.9658	0.6259	0.9658	0.9827
No log	2.1887	116	0.8893	0.6622	0.8893	0.9430
No log	2.2264	118	0.8352	0.6986	0.8352	0.9139
No log	2.2642	120	1.0431	0.5588	1.0431	1.0213
No log	2.3019	122	1.1640	0.4733	1.1640	1.0789
No log	2.3396	124	1.0505	0.4733	1.0505	1.0249
No log	2.3774	126	0.9454	0.6269	0.9454	0.9723
No log	2.4151	128	1.0446	0.6763	1.0446	1.0221
No log	2.4528	130	1.0251	0.6528	1.0251	1.0125
No log	2.4906	132	0.8990	0.6667	0.8990	0.9482
No log	2.5283	134	0.8900	0.7222	0.8900	0.9434
No log	2.5660	136	1.0037	0.5693	1.0037	1.0018
No log	2.6038	138	0.9411	0.6187	0.9411	0.9701
No log	2.6415	140	0.8991	0.6389	0.8991	0.9482
No log	2.6792	142	1.0536	0.6331	1.0536	1.0265
No log	2.7170	144	1.0404	0.6331	1.0404	1.0200
No log	2.7547	146	0.9713	0.5839	0.9713	0.9856
No log	2.7925	148	0.9994	0.72	0.9994	0.9997
No log	2.8302	150	1.2229	0.5828	1.2229	1.1059
No log	2.8679	152	1.3070	0.4648	1.3070	1.1432
No log	2.9057	154	1.1890	0.5594	1.1890	1.0904
No log	2.9434	156	1.0210	0.6471	1.0210	1.0104
No log	2.9811	158	1.0083	0.6061	1.0083	1.0042
No log	3.0189	160	1.2000	0.4925	1.2000	1.0954
No log	3.0566	162	1.2076	0.5522	1.2076	1.0989
No log	3.0943	164	1.0603	0.6615	1.0603	1.0297
No log	3.1321	166	0.9047	0.6963	0.9047	0.9511
No log	3.1698	168	0.8275	0.6269	0.8275	0.9097
No log	3.2075	170	0.7921	0.6573	0.7921	0.8900
No log	3.2453	172	0.7269	0.7123	0.7269	0.8526
No log	3.2830	174	0.6859	0.7534	0.6859	0.8282
No log	3.3208	176	0.7650	0.6713	0.7650	0.8746
No log	3.3585	178	0.8014	0.6809	0.8014	0.8952
No log	3.3962	180	0.8281	0.6765	0.8281	0.9100
No log	3.4340	182	0.8779	0.7015	0.8779	0.9370
No log	3.4717	184	0.9373	0.496	0.9373	0.9681
No log	3.5094	186	0.9660	0.5714	0.9660	0.9829
No log	3.5472	188	0.9024	0.6	0.9024	0.9500
No log	3.5849	190	0.8564	0.6164	0.8564	0.9254
No log	3.6226	192	0.7462	0.7383	0.7462	0.8638
No log	3.6604	194	0.6901	0.7703	0.6901	0.8307
No log	3.6981	196	0.6934	0.7755	0.6934	0.8327
No log	3.7358	198	0.7326	0.7397	0.7326	0.8559
No log	3.7736	200	0.7477	0.7483	0.7477	0.8647
No log	3.8113	202	0.7382	0.7534	0.7382	0.8592
No log	3.8491	204	0.7930	0.6993	0.7930	0.8905
No log	3.8868	206	0.8451	0.6853	0.8451	0.9193
No log	3.9245	208	0.7811	0.7222	0.7811	0.8838
No log	3.9623	210	0.7704	0.7222	0.7704	0.8777
No log	4.0	212	0.8505	0.6849	0.8505	0.9222
No log	4.0377	214	0.7749	0.7152	0.7749	0.8803
No log	4.0755	216	0.6138	0.7733	0.6138	0.7834
No log	4.1132	218	0.6804	0.7467	0.6804	0.8248
No log	4.1509	220	0.9562	0.6111	0.9562	0.9778
No log	4.1887	222	0.9667	0.5507	0.9667	0.9832
No log	4.2264	224	0.9302	0.5271	0.9302	0.9645
No log	4.2642	226	0.8929	0.6957	0.8929	0.9450
No log	4.3019	228	0.9212	0.7042	0.9212	0.9598
No log	4.3396	230	0.8977	0.6897	0.8977	0.9475
No log	4.3774	232	0.7883	0.7234	0.7883	0.8879
No log	4.4151	234	0.7138	0.7347	0.7138	0.8449
No log	4.4528	236	0.6412	0.7607	0.6412	0.8007
No log	4.4906	238	0.6193	0.7952	0.6193	0.7869
No log	4.5283	240	0.5933	0.7857	0.5933	0.7703
No log	4.5660	242	0.6677	0.7531	0.6677	0.8172
No log	4.6038	244	0.7044	0.7436	0.7044	0.8393
No log	4.6415	246	0.6492	0.75	0.6492	0.8057
No log	4.6792	248	0.6352	0.8079	0.6352	0.7970
No log	4.7170	250	0.6760	0.7867	0.6760	0.8222
No log	4.7547	252	0.6755	0.7891	0.6755	0.8219
No log	4.7925	254	0.6601	0.7361	0.6601	0.8125
No log	4.8302	256	0.6666	0.7413	0.6666	0.8165
No log	4.8679	258	0.6586	0.7234	0.6586	0.8115
No log	4.9057	260	0.6742	0.7465	0.6742	0.8211
No log	4.9434	262	0.7662	0.6765	0.7662	0.8754
No log	4.9811	264	0.7978	0.6212	0.7978	0.8932
No log	5.0189	266	0.7885	0.6269	0.7885	0.8880
No log	5.0566	268	0.7519	0.7273	0.7519	0.8671
No log	5.0943	270	0.6969	0.75	0.6969	0.8348
No log	5.1321	272	0.7028	0.7211	0.7028	0.8383
No log	5.1698	274	0.6792	0.75	0.6792	0.8241
No log	5.2075	276	0.6980	0.7582	0.6980	0.8355
No log	5.2453	278	0.7666	0.7152	0.7666	0.8756
No log	5.2830	280	0.8481	0.6939	0.8481	0.9209
No log	5.3208	282	0.8712	0.6853	0.8712	0.9334
No log	5.3585	284	0.8908	0.6294	0.8908	0.9438
No log	5.3962	286	0.8244	0.6571	0.8244	0.9080
No log	5.4340	288	0.7687	0.7347	0.7687	0.8768
No log	5.4717	290	0.7427	0.7347	0.7427	0.8618
No log	5.5094	292	0.6844	0.7347	0.6844	0.8273
No log	5.5472	294	0.7798	0.725	0.7798	0.8831
No log	5.5849	296	0.9668	0.6584	0.9668	0.9833
No log	5.6226	298	0.8695	0.7329	0.8695	0.9325
No log	5.6604	300	0.6625	0.8075	0.6625	0.8139
No log	5.6981	302	0.6818	0.7432	0.6818	0.8257
No log	5.7358	304	0.7611	0.7260	0.7611	0.8724
No log	5.7736	306	0.7649	0.7397	0.7649	0.8746
No log	5.8113	308	0.8567	0.6993	0.8567	0.9256
No log	5.8491	310	0.9326	0.6187	0.9326	0.9657
No log	5.8868	312	0.8885	0.6993	0.8885	0.9426
No log	5.9245	314	0.8723	0.6812	0.8723	0.9340
No log	5.9623	316	0.9002	0.6522	0.9002	0.9488
No log	6.0	318	0.9235	0.6812	0.9235	0.9610
No log	6.0377	320	0.9487	0.6119	0.9487	0.9740
No log	6.0755	322	0.8657	0.6812	0.8657	0.9305
No log	6.1132	324	0.7719	0.7162	0.7719	0.8786
No log	6.1509	326	0.7157	0.7403	0.7157	0.8460
No log	6.1887	328	0.6965	0.7532	0.6965	0.8346
No log	6.2264	330	0.7668	0.7143	0.7668	0.8757
No log	6.2642	332	0.8284	0.6621	0.8284	0.9101
No log	6.3019	334	0.9457	0.5373	0.9457	0.9725
No log	6.3396	336	0.9684	0.5263	0.9684	0.9841
No log	6.3774	338	0.8467	0.6619	0.8467	0.9202
No log	6.4151	340	0.7059	0.7552	0.7059	0.8402
No log	6.4528	342	0.6980	0.7778	0.6980	0.8355
No log	6.4906	344	0.6922	0.7639	0.6922	0.8320
No log	6.5283	346	0.6745	0.7755	0.6745	0.8213
No log	6.5660	348	0.6745	0.7347	0.6745	0.8213
No log	6.6038	350	0.6506	0.7534	0.6506	0.8066
No log	6.6415	352	0.6776	0.7671	0.6776	0.8232
No log	6.6792	354	0.7485	0.6849	0.7485	0.8652
No log	6.7170	356	0.7754	0.6897	0.7754	0.8806
No log	6.7547	358	0.7236	0.6950	0.7236	0.8506
No log	6.7925	360	0.6961	0.7361	0.6961	0.8343
No log	6.8302	362	0.7174	0.7448	0.7174	0.8470
No log	6.8679	364	0.7112	0.7465	0.7112	0.8433
No log	6.9057	366	0.7238	0.6950	0.7238	0.8508
No log	6.9434	368	0.6997	0.6950	0.6997	0.8365
No log	6.9811	370	0.6588	0.7619	0.6588	0.8117
No log	7.0189	372	0.6456	0.7733	0.6456	0.8035
No log	7.0566	374	0.6531	0.7682	0.6531	0.8081
No log	7.0943	376	0.6580	0.7703	0.6580	0.8112
No log	7.1321	378	0.6978	0.7376	0.6978	0.8353
No log	7.1698	380	0.7211	0.7376	0.7211	0.8492
No log	7.2075	382	0.7088	0.7310	0.7088	0.8419
No log	7.2453	384	0.7023	0.7483	0.7023	0.8380
No log	7.2830	386	0.7152	0.7383	0.7152	0.8457
No log	7.3208	388	0.7085	0.7432	0.7085	0.8417
No log	7.3585	390	0.7333	0.7034	0.7333	0.8564
No log	7.3962	392	0.7676	0.7172	0.7676	0.8761
No log	7.4340	394	0.8020	0.6950	0.8020	0.8955
No log	7.4717	396	0.8532	0.6857	0.8532	0.9237
No log	7.5094	398	0.8725	0.6667	0.8725	0.9341
No log	7.5472	400	0.8794	0.6522	0.8794	0.9378
No log	7.5849	402	0.8614	0.6619	0.8614	0.9281
No log	7.6226	404	0.8003	0.7133	0.8003	0.8946
No log	7.6604	406	0.7364	0.7123	0.7364	0.8581
No log	7.6981	408	0.7050	0.7347	0.7050	0.8397
No log	7.7358	410	0.6847	0.7432	0.6847	0.8275
No log	7.7736	412	0.6822	0.7432	0.6822	0.8260
No log	7.8113	414	0.6820	0.7310	0.6820	0.8259
No log	7.8491	416	0.7183	0.7413	0.7183	0.8475
No log	7.8868	418	0.7483	0.7133	0.7483	0.8650
No log	7.9245	420	0.7770	0.7273	0.7770	0.8814
No log	7.9623	422	0.7613	0.7092	0.7613	0.8725
No log	8.0	424	0.7176	0.7310	0.7176	0.8471
No log	8.0377	426	0.7131	0.7534	0.7131	0.8444
No log	8.0755	428	0.7138	0.7534	0.7138	0.8448
No log	8.1132	430	0.7198	0.7273	0.7198	0.8484
No log	8.1509	432	0.7173	0.7222	0.7173	0.8469
No log	8.1887	434	0.7053	0.7222	0.7053	0.8398
No log	8.2264	436	0.7190	0.7273	0.7190	0.8479
No log	8.2642	438	0.7356	0.7273	0.7356	0.8577
No log	8.3019	440	0.7354	0.7273	0.7354	0.8576
No log	8.3396	442	0.7579	0.7133	0.7579	0.8706
No log	8.3774	444	0.7433	0.7260	0.7433	0.8622
No log	8.4151	446	0.7127	0.7211	0.7127	0.8442
No log	8.4528	448	0.7059	0.7347	0.7059	0.8402
No log	8.4906	450	0.7166	0.7211	0.7166	0.8465
No log	8.5283	452	0.7542	0.6944	0.7542	0.8685
No log	8.5660	454	0.7634	0.6986	0.7634	0.8737
No log	8.6038	456	0.7049	0.7297	0.7049	0.8396
No log	8.6415	458	0.6551	0.7632	0.6551	0.8094
No log	8.6792	460	0.6131	0.7417	0.6131	0.7830
No log	8.7170	462	0.6069	0.7417	0.6069	0.7790
No log	8.7547	464	0.6206	0.75	0.6206	0.7878
No log	8.7925	466	0.7168	0.7308	0.7168	0.8466
No log	8.8302	468	0.8117	0.7417	0.8117	0.9009
No log	8.8679	470	0.8185	0.6939	0.8185	0.9047
No log	8.9057	472	0.7676	0.6944	0.7676	0.8761
No log	8.9434	474	0.7940	0.6957	0.7940	0.8911
No log	8.9811	476	0.8720	0.6897	0.8720	0.9338
No log	9.0189	478	0.8810	0.6712	0.8810	0.9386
No log	9.0566	480	0.8325	0.6809	0.8325	0.9124
No log	9.0943	482	0.7588	0.7183	0.7588	0.8711
No log	9.1321	484	0.7727	0.6986	0.7727	0.8791
No log	9.1698	486	0.8062	0.7114	0.8062	0.8979
No log	9.2075	488	0.7992	0.6933	0.7992	0.8940
No log	9.2453	490	0.7525	0.7114	0.7525	0.8675
No log	9.2830	492	0.7340	0.6986	0.7340	0.8567
No log	9.3208	494	0.8077	0.6901	0.8077	0.8987
No log	9.3585	496	0.8642	0.6853	0.8642	0.9296
No log	9.3962	498	0.8684	0.7	0.8684	0.9319
0.3006	9.4340	500	0.8465	0.6377	0.8465	0.9201
0.3006	9.4717	502	0.8504	0.6809	0.8504	0.9222
0.3006	9.5094	504	0.8653	0.6714	0.8653	0.9302
0.3006	9.5472	506	0.8395	0.6619	0.8395	0.9162
0.3006	9.5849	508	0.8095	0.6950	0.8095	0.8997
0.3006	9.6226	510	0.8003	0.6809	0.8003	0.8946
0.3006	9.6604	512	0.8065	0.6950	0.8065	0.8980
0.3006	9.6981	514	0.7984	0.6950	0.7984	0.8935
0.3006	9.7358	516	0.7644	0.7273	0.7644	0.8743
0.3006	9.7736	518	0.7310	0.7273	0.7310	0.8550
0.3006	9.8113	520	0.6972	0.7310	0.6972	0.8350
0.3006	9.8491	522	0.6845	0.76	0.6845	0.8273
0.3006	9.8868	524	0.6969	0.7755	0.6969	0.8348
0.3006	9.9245	526	0.7258	0.75	0.7258	0.8519
0.3006	9.9623	528	0.7562	0.7143	0.7562	0.8696
0.3006	10.0	530	0.7583	0.7143	0.7583	0.8708
0.3006	10.0377	532	0.7185	0.7234	0.7185	0.8476
0.3006	10.0755	534	0.6820	0.7808	0.6820	0.8258
0.3006	10.1132	536	0.6437	0.7808	0.6437	0.8023
0.3006	10.1509	538	0.6010	0.7703	0.6010	0.7752
0.3006	10.1887	540	0.5909	0.7867	0.5909	0.7687
0.3006	10.2264	542	0.6468	0.7947	0.6468	0.8042
0.3006	10.2642	544	0.6600	0.7947	0.6600	0.8124
0.3006	10.3019	546	0.6699	0.8108	0.6699	0.8185
0.3006	10.3396	548	0.6590	0.7746	0.6590	0.8118
0.3006	10.3774	550	0.6566	0.7746	0.6566	0.8103
0.3006	10.4151	552	0.6942	0.7692	0.6942	0.8332
0.3006	10.4528	554	0.7399	0.7429	0.7399	0.8602
0.3006	10.4906	556	0.7059	0.7724	0.7059	0.8402
0.3006	10.5283	558	0.7232	0.7778	0.7232	0.8504
0.3006	10.5660	560	0.7616	0.7324	0.7616	0.8727
0.3006	10.6038	562	0.7850	0.7092	0.7850	0.8860
0.3006	10.6415	564	0.8308	0.6667	0.8308	0.9115
0.3006	10.6792	566	0.8612	0.6370	0.8612	0.9280
0.3006	10.7170	568	0.8877	0.6370	0.8877	0.9422
0.3006	10.7547	570	0.8394	0.6471	0.8394	0.9162
0.3006	10.7925	572	0.7979	0.6812	0.7979	0.8932
0.3006	10.8302	574	0.7746	0.6906	0.7746	0.8801
0.3006	10.8679	576	0.7771	0.6809	0.7771	0.8815
0.3006	10.9057	578	0.8966	0.6099	0.8966	0.9469
0.3006	10.9434	580	0.9497	0.5857	0.9497	0.9745
0.3006	10.9811	582	0.9742	0.5507	0.9742	0.9870
0.3006	11.0189	584	0.9163	0.6	0.9163	0.9572
0.3006	11.0566	586	0.8705	0.6667	0.8705	0.9330
0.3006	11.0943	588	0.8841	0.6519	0.8841	0.9402
0.3006	11.1321	590	0.9419	0.6466	0.9419	0.9705
0.3006	11.1698	592	0.9662	0.6466	0.9662	0.9829
0.3006	11.2075	594	0.9420	0.6466	0.9420	0.9705
0.3006	11.2453	596	0.9006	0.6567	0.9006	0.9490
0.3006	11.2830	598	0.8861	0.6861	0.8861	0.9413
0.3006	11.3208	600	0.9078	0.6429	0.9078	0.9528
0.3006	11.3585	602	0.9006	0.6429	0.9006	0.9490
0.3006	11.3962	604	0.8777	0.6619	0.8777	0.9369
0.3006	11.4340	606	0.8643	0.6957	0.8643	0.9297
0.3006	11.4717	608	0.8865	0.6567	0.8865	0.9416
0.3006	11.5094	610	0.9330	0.6475	0.9330	0.9659
0.3006	11.5472	612	0.9428	0.6406	0.9428	0.9710
0.3006	11.5849	614	0.9369	0.6299	0.9369	0.9679
0.3006	11.6226	616	0.9304	0.608	0.9304	0.9646
0.3006	11.6604	618	0.8825	0.6260	0.8825	0.9394
0.3006	11.6981	620	0.8130	0.6950	0.8130	0.9017
0.3006	11.7358	622	0.7570	0.7310	0.7570	0.8701
0.3006	11.7736	624	0.7395	0.7013	0.7395	0.8600
0.3006	11.8113	626	0.8144	0.6957	0.8144	0.9025
0.3006	11.8491	628	0.8808	0.6713	0.8808	0.9385
0.3006	11.8868	630	0.8878	0.6763	0.8878	0.9422
0.3006	11.9245	632	0.8738	0.6567	0.8738	0.9348
0.3006	11.9623	634	0.9011	0.6260	0.9011	0.9492
0.3006	12.0	636	0.9602	0.6	0.9602	0.9799
0.3006	12.0377	638	0.9632	0.5736	0.9632	0.9814
0.3006	12.0755	640	0.8960	0.6617	0.8960	0.9466
0.3006	12.1132	642	0.8278	0.7059	0.8278	0.9098
0.3006	12.1509	644	0.8726	0.6711	0.8726	0.9341
0.3006	12.1887	646	0.9202	0.6623	0.9202	0.9593
0.3006	12.2264	648	0.8930	0.6753	0.8930	0.9450
0.3006	12.2642	650	0.7879	0.6968	0.7879	0.8876
0.3006	12.3019	652	0.7408	0.75	0.7408	0.8607
0.3006	12.3396	654	0.7161	0.7413	0.7161	0.8462
0.3006	12.3774	656	0.7500	0.7324	0.7500	0.8660
0.3006	12.4151	658	0.8025	0.6950	0.8025	0.8958
0.3006	12.4528	660	0.8353	0.6857	0.8353	0.9140
0.3006	12.4906	662	0.8782	0.6765	0.8782	0.9371
0.3006	12.5283	664	0.8988	0.6765	0.8988	0.9480
0.3006	12.5660	666	0.8979	0.6765	0.8979	0.9476
0.3006	12.6038	668	0.8548	0.6765	0.8548	0.9245
0.3006	12.6415	670	0.7776	0.7092	0.7776	0.8818
0.3006	12.6792	672	0.7339	0.7324	0.7339	0.8567
0.3006	12.7170	674	0.7264	0.7234	0.7264	0.8523
0.3006	12.7547	676	0.7410	0.7234	0.7410	0.8608
0.3006	12.7925	678	0.7561	0.7234	0.7561	0.8696
0.3006	12.8302	680	0.8074	0.6522	0.8074	0.8985
0.3006	12.8679	682	0.8141	0.6377	0.8141	0.9023
0.3006	12.9057	684	0.7847	0.7050	0.7847	0.8858
0.3006	12.9434	686	0.7680	0.7143	0.7680	0.8763
0.3006	12.9811	688	0.7601	0.7143	0.7601	0.8718
0.3006	13.0189	690	0.7395	0.7143	0.7395	0.8600
0.3006	13.0566	692	0.7415	0.7234	0.7415	0.8611
0.3006	13.0943	694	0.7699	0.7092	0.7699	0.8774
0.3006	13.1321	696	0.8294	0.6324	0.8294	0.9107
0.3006	13.1698	698	0.8831	0.6324	0.8831	0.9398
0.3006	13.2075	700	0.9262	0.6515	0.9262	0.9624
0.3006	13.2453	702	0.9359	0.6515	0.9359	0.9674
0.3006	13.2830	704	0.8890	0.6765	0.8890	0.9429
0.3006	13.3208	706	0.8145	0.7143	0.8145	0.9025
0.3006	13.3585	708	0.7241	0.7324	0.7241	0.8509
0.3006	13.3962	710	0.6665	0.7324	0.6665	0.8164
0.3006	13.4340	712	0.6649	0.7619	0.6649	0.8154
0.3006	13.4717	714	0.6709	0.75	0.6709	0.8191
0.3006	13.5094	716	0.6866	0.7552	0.6866	0.8286
0.3006	13.5472	718	0.7184	0.7324	0.7184	0.8476
0.3006	13.5849	720	0.7681	0.7552	0.7681	0.8764
0.3006	13.6226	722	0.8107	0.7234	0.8107	0.9004
0.3006	13.6604	724	0.8039	0.7234	0.8039	0.8966
0.3006	13.6981	726	0.7872	0.6901	0.7872	0.8872
0.3006	13.7358	728	0.7435	0.7222	0.7435	0.8623
0.3006	13.7736	730	0.6886	0.7397	0.6886	0.8298
0.3006	13.8113	732	0.6914	0.7483	0.6914	0.8315
0.3006	13.8491	734	0.7371	0.7260	0.7371	0.8585
0.3006	13.8868	736	0.7395	0.7172	0.7395	0.8599
0.3006	13.9245	738	0.7237	0.7273	0.7237	0.8507
0.3006	13.9623	740	0.7644	0.6986	0.7644	0.8743
0.3006	14.0	742	0.8255	0.6715	0.8255	0.9086
0.3006	14.0377	744	0.9027	0.6715	0.9027	0.9501
0.3006	14.0755	746	0.9449	0.6765	0.9449	0.9720
0.3006	14.1132	748	0.9444	0.6765	0.9444	0.9718
0.3006	14.1509	750	0.9293	0.6619	0.9293	0.9640
0.3006	14.1887	752	0.9218	0.6377	0.9218	0.9601
0.3006	14.2264	754	0.9087	0.6809	0.9087	0.9532
0.3006	14.2642	756	0.9074	0.6571	0.9074	0.9526
0.3006	14.3019	758	0.8914	0.6857	0.8914	0.9442
0.3006	14.3396	760	0.9008	0.7083	0.9008	0.9491
0.3006	14.3774	762	0.9301	0.7097	0.9301	0.9644
0.3006	14.4151	764	0.9156	0.7215	0.9156	0.9569
0.3006	14.4528	766	0.8663	0.6933	0.8663	0.9308
0.3006	14.4906	768	0.8246	0.6950	0.8246	0.9081
0.3006	14.5283	770	0.8701	0.6619	0.8701	0.9328
0.3006	14.5660	772	0.9190	0.6176	0.9190	0.9586
0.3006	14.6038	774	0.9033	0.6667	0.9033	0.9504
0.3006	14.6415	776	0.8891	0.6519	0.8891	0.9429
0.3006	14.6792	778	0.8703	0.6957	0.8703	0.9329
0.3006	14.7170	780	0.8373	0.6957	0.8373	0.9151
0.3006	14.7547	782	0.8094	0.6897	0.8094	0.8997
0.3006	14.7925	784	0.7700	0.7123	0.7700	0.8775
0.3006	14.8302	786	0.7362	0.6993	0.7362	0.8580
0.3006	14.8679	788	0.7421	0.7083	0.7421	0.8615
0.3006	14.9057	790	0.7831	0.6806	0.7831	0.8849
0.3006	14.9434	792	0.8193	0.6806	0.8193	0.9052
0.3006	14.9811	794	0.8202	0.6853	0.8202	0.9056
0.3006	15.0189	796	0.8117	0.6667	0.8117	0.9010
0.3006	15.0566	798	0.8153	0.6716	0.8153	0.9030
0.3006	15.0943	800	0.8051	0.6866	0.8051	0.8972
0.3006	15.1321	802	0.7823	0.6901	0.7823	0.8845
0.3006	15.1698	804	0.7890	0.7059	0.7890	0.8883
0.3006	15.2075	806	0.7785	0.7194	0.7785	0.8823
0.3006	15.2453	808	0.7382	0.7324	0.7382	0.8592
0.3006	15.2830	810	0.7071	0.7324	0.7071	0.8409
0.3006	15.3208	812	0.7142	0.7092	0.7142	0.8451
0.3006	15.3585	814	0.7301	0.7092	0.7301	0.8545
0.3006	15.3962	816	0.7485	0.7324	0.7485	0.8652
0.3006	15.4340	818	0.7745	0.7	0.7745	0.8800
0.3006	15.4717	820	0.7702	0.7	0.7702	0.8776
0.3006	15.5094	822	0.7744	0.7	0.7744	0.8800
0.3006	15.5472	824	0.7939	0.6906	0.7939	0.8910
0.3006	15.5849	826	0.8130	0.6812	0.8130	0.9017
0.3006	15.6226	828	0.7971	0.6812	0.7971	0.8928
0.3006	15.6604	830	0.7521	0.7286	0.7521	0.8673
0.3006	15.6981	832	0.7284	0.7606	0.7284	0.8535
0.3006	15.7358	834	0.7124	0.7586	0.7124	0.8440
0.3006	15.7736	836	0.7086	0.7273	0.7086	0.8418
0.3006	15.8113	838	0.7404	0.6897	0.7404	0.8605
0.3006	15.8491	840	0.7724	0.6759	0.7724	0.8789
0.3006	15.8868	842	0.7717	0.6759	0.7717	0.8785
0.3006	15.9245	844	0.7541	0.6993	0.7541	0.8684
0.3006	15.9623	846	0.7403	0.7172	0.7403	0.8604
0.3006	16.0	848	0.7375	0.7448	0.7375	0.8588
0.3006	16.0377	850	0.7622	0.6950	0.7622	0.8730
0.3006	16.0755	852	0.7915	0.7	0.7915	0.8896
0.3006	16.1132	854	0.7996	0.6861	0.7996	0.8942
0.3006	16.1509	856	0.7864	0.6714	0.7864	0.8868
0.3006	16.1887	858	0.7562	0.6950	0.7562	0.8696
0.3006	16.2264	860	0.7387	0.6944	0.7387	0.8595
0.3006	16.2642	862	0.7320	0.6892	0.7320	0.8556
0.3006	16.3019	864	0.7568	0.6939	0.7568	0.8699
0.3006	16.3396	866	0.7985	0.6957	0.7985	0.8936
0.3006	16.3774	868	0.8548	0.6519	0.8548	0.9246
0.3006	16.4151	870	0.9078	0.6364	0.9078	0.9528
0.3006	16.4528	872	0.9310	0.6202	0.9310	0.9649
0.3006	16.4906	874	0.9279	0.6202	0.9279	0.9633
0.3006	16.5283	876	0.8763	0.6364	0.8763	0.9361
0.3006	16.5660	878	0.8275	0.6618	0.8275	0.9096
0.3006	16.6038	880	0.7582	0.6857	0.7582	0.8708
0.3006	16.6415	882	0.7162	0.7092	0.7162	0.8463
0.3006	16.6792	884	0.7224	0.7143	0.7224	0.8499
0.3006	16.7170	886	0.7526	0.7143	0.7526	0.8675
0.3006	16.7547	888	0.7563	0.7027	0.7563	0.8697
0.3006	16.7925	890	0.7749	0.7092	0.7749	0.8803
0.3006	16.8302	892	0.8260	0.6418	0.8260	0.9089
0.3006	16.8679	894	0.8574	0.6519	0.8574	0.9260
0.3006	16.9057	896	0.8389	0.6418	0.8389	0.9159
0.3006	16.9434	898	0.8148	0.7092	0.8148	0.9027
0.3006	16.9811	900	0.8057	0.7183	0.8057	0.8976
0.3006	17.0189	902	0.7771	0.7273	0.7771	0.8815
0.3006	17.0566	904	0.7415	0.7183	0.7415	0.8611
0.3006	17.0943	906	0.7204	0.75	0.7204	0.8488
0.3006	17.1321	908	0.7668	0.7034	0.7668	0.8756
0.3006	17.1698	910	0.8823	0.6806	0.8823	0.9393
0.3006	17.2075	912	0.9532	0.6154	0.9532	0.9763
0.3006	17.2453	914	0.9432	0.6154	0.9432	0.9712
0.3006	17.2830	916	0.8773	0.6528	0.8773	0.9367
0.3006	17.3208	918	0.8183	0.6389	0.8183	0.9046
0.3006	17.3585	920	0.7525	0.6944	0.7525	0.8675
0.3006	17.3962	922	0.7286	0.7448	0.7286	0.8536
0.3006	17.4340	924	0.7189	0.7552	0.7189	0.8479
0.3006	17.4717	926	0.7251	0.7552	0.7251	0.8515
0.3006	17.5094	928	0.7567	0.7	0.7567	0.8699
0.3006	17.5472	930	0.7849	0.6957	0.7848	0.8859
0.3006	17.5849	932	0.8018	0.6861	0.8018	0.8954
0.3006	17.6226	934	0.8010	0.6861	0.8010	0.8950
0.3006	17.6604	936	0.7953	0.6861	0.7953	0.8918
0.3006	17.6981	938	0.7839	0.6906	0.7839	0.8854
0.3006	17.7358	940	0.7561	0.6763	0.7561	0.8695
0.3006	17.7736	942	0.7209	0.7133	0.7209	0.8491
0.3006	17.8113	944	0.6786	0.7517	0.6786	0.8238
0.3006	17.8491	946	0.6645	0.7517	0.6645	0.8152
0.3006	17.8868	948	0.6758	0.7222	0.6758	0.8221
0.3006	17.9245	950	0.7152	0.7	0.7152	0.8457
0.3006	17.9623	952	0.7803	0.6667	0.7803	0.8833
0.3006	18.0	954	0.8394	0.6418	0.8394	0.9162
0.3006	18.0377	956	0.8972	0.6212	0.8972	0.9472
0.3006	18.0755	958	0.9294	0.6212	0.9294	0.9641
0.3006	18.1132	960	0.9383	0.5954	0.9383	0.9687
0.3006	18.1509	962	0.9210	0.5954	0.9210	0.9597
0.3006	18.1887	964	0.8805	0.6212	0.8805	0.9384

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: Feb 4, 2025
Updated: Feb 4, 2025