Arabic_FineTuningAraBERT_AugV4_k10_task2_organization_fold0

MayBashendy/Arabic_FineTuningAraBERT_AugV4_k10_task2_organization_fold0

Arabic_FineTuningAraBERT_AugV4_k10_task2_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 16, 2024
Updated: Nov 16, 2024
SHA: 2ba97d1c

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4_k10_task2_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: 0.5370
Qwk: 0.4378
Mse: 0.5370
Rmse: 0.7328

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	0.0171	2	3.5253	0.0	3.5253	1.8776
No log	0.0342	4	2.0243	-0.0797	2.0243	1.4228
No log	0.0513	6	0.8657	0.0	0.8657	0.9304
No log	0.0684	8	0.7285	-0.0943	0.7285	0.8535
No log	0.0855	10	0.8035	0.0258	0.8035	0.8964
No log	0.1026	12	0.8374	0.0679	0.8374	0.9151
No log	0.1197	14	0.9641	0.0	0.9641	0.9819
No log	0.1368	16	1.0544	0.0386	1.0544	1.0268
No log	0.1538	18	0.9648	0.1637	0.9648	0.9822
No log	0.1709	20	0.7902	0.0258	0.7902	0.8889
No log	0.1880	22	0.7622	0.0916	0.7622	0.8730
No log	0.2051	24	0.7675	0.0	0.7675	0.8761
No log	0.2222	26	0.7335	0.0	0.7335	0.8565
No log	0.2393	28	0.7704	0.0	0.7704	0.8777
No log	0.2564	30	0.8626	0.0	0.8626	0.9288
No log	0.2735	32	1.1370	0.2699	1.1370	1.0663
No log	0.2906	34	1.2203	0.2814	1.2203	1.1047
No log	0.3077	36	0.9788	0.2699	0.9788	0.9893
No log	0.3248	38	0.7385	0.1398	0.7385	0.8594
No log	0.3419	40	0.6448	0.0	0.6448	0.8030
No log	0.3590	42	0.5868	0.0679	0.5868	0.7660
No log	0.3761	44	0.5899	0.1340	0.5899	0.7681
No log	0.3932	46	0.6951	0.2188	0.6951	0.8337
No log	0.4103	48	0.8349	0.1637	0.8349	0.9137
No log	0.4274	50	1.0487	0.2913	1.0487	1.0241
No log	0.4444	52	1.1030	0.3000	1.1030	1.0502
No log	0.4615	54	1.1054	0.2913	1.1054	1.0514
No log	0.4786	56	0.9093	0.2948	0.9093	0.9536
No log	0.4957	58	0.7603	0.2317	0.7603	0.8719
No log	0.5128	60	0.7212	0.2817	0.7212	0.8492
No log	0.5299	62	0.7322	0.2881	0.7322	0.8557
No log	0.5470	64	0.6830	0.2881	0.6830	0.8265
No log	0.5641	66	0.7409	0.2355	0.7409	0.8607
No log	0.5812	68	0.7110	0.2881	0.7110	0.8432
No log	0.5983	70	0.7518	0.3811	0.7518	0.8670
No log	0.6154	72	0.7051	0.4280	0.7051	0.8397
No log	0.6325	74	0.6356	0.4740	0.6356	0.7972
No log	0.6496	76	0.5469	0.3662	0.5469	0.7395
No log	0.6667	78	0.5404	0.3307	0.5404	0.7351
No log	0.6838	80	0.5480	0.3497	0.5480	0.7403
No log	0.7009	82	0.5602	0.4740	0.5602	0.7485
No log	0.7179	84	0.7505	0.3846	0.7505	0.8663
No log	0.7350	86	0.8080	0.3731	0.8080	0.8989
No log	0.7521	88	0.7063	0.3731	0.7063	0.8404
No log	0.7692	90	0.5960	0.3687	0.5960	0.7720
No log	0.7863	92	0.5173	0.3396	0.5173	0.7193
No log	0.8034	94	0.5197	0.2323	0.5197	0.7209
No log	0.8205	96	0.5332	0.2323	0.5332	0.7302
No log	0.8376	98	0.5201	0.3396	0.5201	0.7212
No log	0.8547	100	0.5719	0.3687	0.5719	0.7562
No log	0.8718	102	0.6070	0.2727	0.6070	0.7791
No log	0.8889	104	0.5862	0.2588	0.5862	0.7656
No log	0.9060	106	0.5973	0.3687	0.5973	0.7728
No log	0.9231	108	0.8277	0.4492	0.8277	0.9098
No log	0.9402	110	0.9589	0.4492	0.9589	0.9792
No log	0.9573	112	0.9531	0.4492	0.9531	0.9763
No log	0.9744	114	0.8025	0.5	0.8025	0.8958
No log	0.9915	116	0.6681	0.4465	0.6681	0.8174
No log	1.0085	118	0.6800	0.4465	0.6800	0.8246
No log	1.0256	120	0.7564	0.4	0.7564	0.8697
No log	1.0427	122	1.0796	0.3505	1.0796	1.0391
No log	1.0598	124	1.2978	0.1912	1.2978	1.1392
No log	1.0769	126	1.0567	0.2616	1.0567	1.0280
No log	1.0940	128	0.8003	0.4099	0.8003	0.8946
No log	1.1111	130	0.6401	0.2188	0.6401	0.8001
No log	1.1282	132	0.6652	0.4085	0.6652	0.8156
No log	1.1453	134	0.7389	0.4099	0.7389	0.8596
No log	1.1624	136	0.6483	0.4503	0.6483	0.8052
No log	1.1795	138	0.6900	0.4482	0.6900	0.8307
No log	1.1966	140	0.7589	0.4492	0.7589	0.8712
No log	1.2137	142	0.8065	0.4503	0.8065	0.8980
No log	1.2308	144	0.6688	0.5714	0.6688	0.8178
No log	1.2479	146	0.5657	0.4740	0.5657	0.7521
No log	1.2650	148	0.5462	0.3900	0.5462	0.7390
No log	1.2821	150	0.6433	0.4283	0.6433	0.8021
No log	1.2991	152	0.5950	0.4283	0.5950	0.7714
No log	1.3162	154	0.5524	0.4283	0.5524	0.7432
No log	1.3333	156	0.5975	0.4688	0.5975	0.7730
No log	1.3504	158	0.6442	0.5084	0.6442	0.8026
No log	1.3675	160	0.7288	0.5084	0.7288	0.8537
No log	1.3846	162	0.8284	0.4145	0.8284	0.9102
No log	1.4017	164	0.8656	0.4145	0.8656	0.9304
No log	1.4188	166	0.6947	0.5214	0.6947	0.8335
No log	1.4359	168	0.6564	0.5895	0.6564	0.8102
No log	1.4530	170	0.6975	0.4372	0.6975	0.8352
No log	1.4701	172	0.7011	0.4372	0.7011	0.8373
No log	1.4872	174	0.7441	0.4292	0.7441	0.8626
No log	1.5043	176	0.6346	0.5	0.6346	0.7966
No log	1.5214	178	0.5311	0.4262	0.5311	0.7288
No log	1.5385	180	0.5338	0.4693	0.5338	0.7306
No log	1.5556	182	0.5286	0.4262	0.5286	0.7270
No log	1.5726	184	0.5375	0.2921	0.5375	0.7332
No log	1.5897	186	0.5331	0.3588	0.5331	0.7302
No log	1.6068	188	0.5585	0.3931	0.5585	0.7473
No log	1.6239	190	0.5968	0.4727	0.5968	0.7725
No log	1.6410	192	0.5676	0.5545	0.5676	0.7534
No log	1.6581	194	0.5713	0.6656	0.5713	0.7558
No log	1.6752	196	0.5854	0.5794	0.5854	0.7651
No log	1.6923	198	0.6061	0.5871	0.6061	0.7785
No log	1.7094	200	0.6848	0.4757	0.6848	0.8276
No log	1.7265	202	0.7841	0.4581	0.7841	0.8855
No log	1.7436	204	0.7072	0.4288	0.7072	0.8409
No log	1.7607	206	0.5721	0.5832	0.5721	0.7564
No log	1.7778	208	0.5738	0.5333	0.5738	0.7575
No log	1.7949	210	0.5856	0.5871	0.5856	0.7653
No log	1.8120	212	0.6041	0.5871	0.6041	0.7773
No log	1.8291	214	0.6059	0.5956	0.6059	0.7784
No log	1.8462	216	0.6118	0.5545	0.6118	0.7821
No log	1.8632	218	0.6123	0.5871	0.6123	0.7825
No log	1.8803	220	0.6111	0.5928	0.6111	0.7817
No log	1.8974	222	0.6319	0.5463	0.6319	0.7949
No log	1.9145	224	0.6146	0.5401	0.6146	0.7840
No log	1.9316	226	0.6870	0.475	0.6870	0.8288
No log	1.9487	228	1.0290	0.4295	1.0290	1.0144
No log	1.9658	230	1.2982	0.3549	1.2982	1.1394
No log	1.9829	232	1.2401	0.3581	1.2401	1.1136
No log	2.0	234	0.9442	0.4215	0.9442	0.9717
No log	2.0171	236	0.6022	0.4288	0.6022	0.7760
No log	2.0342	238	0.4722	0.4980	0.4722	0.6871
No log	2.0513	240	0.5182	0.5172	0.5182	0.7199
No log	2.0684	242	0.5222	0.5532	0.5222	0.7226
No log	2.0855	244	0.5288	0.4494	0.5288	0.7272
No log	2.1026	246	0.6683	0.4195	0.6683	0.8175
No log	2.1197	248	0.9156	0.4112	0.9156	0.9569
No log	2.1368	250	1.1248	0.2961	1.1248	1.0606
No log	2.1538	252	1.1548	0.2961	1.1548	1.0746
No log	2.1709	254	1.0685	0.3478	1.0685	1.0337
No log	2.1880	256	0.8208	0.4368	0.8208	0.9060
No log	2.2051	258	0.6367	0.6239	0.6367	0.7979
No log	2.2222	260	0.5833	0.5956	0.5833	0.7638
No log	2.2393	262	0.6058	0.5164	0.6058	0.7783
No log	2.2564	264	0.6830	0.4597	0.6830	0.8265
No log	2.2735	266	0.8099	0.3903	0.8099	0.9000
No log	2.2906	268	0.7815	0.3903	0.7815	0.8840
No log	2.3077	270	0.7018	0.4597	0.7018	0.8377
No log	2.3248	272	0.6244	0.4378	0.6244	0.7902
No log	2.3419	274	0.6347	0.4451	0.6347	0.7967
No log	2.3590	276	0.6168	0.5129	0.6168	0.7853
No log	2.3761	278	0.6022	0.6139	0.6022	0.7760
No log	2.3932	280	0.6371	0.5092	0.6371	0.7982
No log	2.4103	282	0.7392	0.5227	0.7392	0.8597
No log	2.4274	284	0.8114	0.4615	0.8114	0.9008
No log	2.4444	286	0.7414	0.496	0.7414	0.8610
No log	2.4615	288	0.6008	0.496	0.6008	0.7751
No log	2.4786	290	0.5050	0.6139	0.5050	0.7107
No log	2.4957	292	0.5011	0.5754	0.5011	0.7079
No log	2.5128	294	0.5523	0.5463	0.5523	0.7431
No log	2.5299	296	0.5487	0.5463	0.5487	0.7407
No log	2.5470	298	0.5281	0.6182	0.5281	0.7267
No log	2.5641	300	0.6084	0.5	0.6084	0.7800
No log	2.5812	302	0.6435	0.5	0.6435	0.8022
No log	2.5983	304	0.6047	0.5039	0.6047	0.7776
No log	2.6154	306	0.5673	0.6123	0.5673	0.7532
No log	2.6325	308	0.5571	0.5333	0.5571	0.7464
No log	2.6496	310	0.5512	0.4734	0.5512	0.7424
No log	2.6667	312	0.5436	0.6232	0.5436	0.7373
No log	2.6838	314	0.5414	0.5922	0.5414	0.7358
No log	2.7009	316	0.5489	0.5832	0.5489	0.7409
No log	2.7179	318	0.6233	0.5625	0.6233	0.7895
No log	2.7350	320	0.6688	0.4965	0.6688	0.8178
No log	2.7521	322	0.6150	0.5415	0.6150	0.7842
No log	2.7692	324	0.6301	0.5406	0.6301	0.7938
No log	2.7863	326	0.6636	0.5406	0.6636	0.8146
No log	2.8034	328	0.6831	0.4288	0.6831	0.8265
No log	2.8205	330	0.7031	0.4581	0.7031	0.8385
No log	2.8376	332	0.6201	0.4581	0.6201	0.7875
No log	2.8547	334	0.6176	0.5	0.6176	0.7859
No log	2.8718	336	0.6547	0.5	0.6547	0.8091
No log	2.8889	338	0.6730	0.5	0.6730	0.8203
No log	2.9060	340	0.6619	0.4199	0.6619	0.8136
No log	2.9231	342	0.6805	0.5	0.6805	0.8249
No log	2.9402	344	0.7137	0.4648	0.7137	0.8448
No log	2.9573	346	0.6595	0.4727	0.6595	0.8121
No log	2.9744	348	0.6156	0.4831	0.6156	0.7846
No log	2.9915	350	0.6076	0.4831	0.6076	0.7795
No log	3.0085	352	0.6286	0.4457	0.6286	0.7929
No log	3.0256	354	0.5963	0.4465	0.5963	0.7722
No log	3.0427	356	0.6105	0.4	0.6105	0.7814
No log	3.0598	358	0.6328	0.4	0.6328	0.7955
No log	3.0769	360	0.6332	0.4457	0.6332	0.7957
No log	3.0940	362	0.7072	0.5	0.7072	0.8410
No log	3.1111	364	0.6986	0.4757	0.6986	0.8358
No log	3.1282	366	0.6546	0.6173	0.6546	0.8091
No log	3.1453	368	0.6314	0.6182	0.6314	0.7946
No log	3.1624	370	0.6010	0.6218	0.6010	0.7752
No log	3.1795	372	0.5709	0.6048	0.5709	0.7556
No log	3.1966	374	0.6175	0.5	0.6175	0.7858
No log	3.2137	376	0.7110	0.4631	0.7110	0.8432
No log	3.2308	378	0.6586	0.4648	0.6586	0.8115
No log	3.2479	380	0.5412	0.5968	0.5412	0.7356
No log	3.2650	382	0.4891	0.6966	0.4891	0.6994
No log	3.2821	384	0.4925	0.6917	0.4925	0.7018
No log	3.2991	386	0.4970	0.6917	0.4970	0.7050
No log	3.3162	388	0.5528	0.5039	0.5528	0.7435
No log	3.3333	390	0.5725	0.4597	0.5725	0.7566
No log	3.3504	392	0.5427	0.5	0.5427	0.7367
No log	3.3675	394	0.5218	0.5	0.5218	0.7224
No log	3.3846	396	0.5600	0.4597	0.5600	0.7484
No log	3.4017	398	0.5861	0.4597	0.5861	0.7656
No log	3.4188	400	0.5334	0.4688	0.5334	0.7303
No log	3.4359	402	0.5431	0.4688	0.5431	0.7369
No log	3.4530	404	0.6161	0.4597	0.6161	0.7849
No log	3.4701	406	0.6206	0.4597	0.6206	0.7878
No log	3.4872	408	0.6158	0.5	0.6158	0.7847
No log	3.5043	410	0.5888	0.5039	0.5888	0.7673
No log	3.5214	412	0.5491	0.5812	0.5491	0.7410
No log	3.5385	414	0.5583	0.5871	0.5583	0.7472
No log	3.5556	416	0.5773	0.5871	0.5773	0.7598
No log	3.5726	418	0.5842	0.5871	0.5842	0.7643
No log	3.5897	420	0.5926	0.5602	0.5926	0.7698
No log	3.6068	422	0.5892	0.5607	0.5892	0.7676
No log	3.6239	424	0.6128	0.4850	0.6128	0.7828
No log	3.6410	426	0.6520	0.5103	0.6520	0.8075
No log	3.6581	428	0.7088	0.4451	0.7088	0.8419
No log	3.6752	430	0.7272	0.5	0.7272	0.8527
No log	3.6923	432	0.6645	0.5	0.6645	0.8152
No log	3.7094	434	0.6012	0.5103	0.6012	0.7754
No log	3.7265	436	0.5874	0.4550	0.5874	0.7664
No log	3.7436	438	0.5936	0.4878	0.5936	0.7704
No log	3.7607	440	0.6392	0.5359	0.6392	0.7995
No log	3.7778	442	0.7578	0.4451	0.7578	0.8705
No log	3.7949	444	0.7811	0.5	0.7811	0.8838
No log	3.8120	446	0.7177	0.4451	0.7177	0.8472
No log	3.8291	448	0.7032	0.4451	0.7032	0.8386
No log	3.8462	450	0.6632	0.4451	0.6632	0.8144
No log	3.8632	452	0.5854	0.4850	0.5854	0.7651
No log	3.8803	454	0.5600	0.4850	0.5600	0.7483
No log	3.8974	456	0.5508	0.5737	0.5508	0.7422
No log	3.9145	458	0.5512	0.5812	0.5512	0.7425
No log	3.9316	460	0.5797	0.4850	0.5797	0.7614
No log	3.9487	462	0.6884	0.4451	0.6884	0.8297
No log	3.9658	464	0.7615	0.5	0.7615	0.8726
No log	3.9829	466	0.7278	0.4451	0.7278	0.8531
No log	4.0	468	0.6822	0.4451	0.6822	0.8260
No log	4.0171	470	0.6600	0.4451	0.6600	0.8124
No log	4.0342	472	0.6522	0.4451	0.6522	0.8076
No log	4.0513	474	0.6332	0.5103	0.6332	0.7957
No log	4.0684	476	0.6376	0.4850	0.6376	0.7985
No log	4.0855	478	0.6291	0.4850	0.6291	0.7932
No log	4.1026	480	0.6252	0.4850	0.6252	0.7907
No log	4.1197	482	0.6232	0.5169	0.6232	0.7894
No log	4.1368	484	0.6245	0.5169	0.6245	0.7903
No log	4.1538	486	0.6598	0.4850	0.6598	0.8123
No log	4.1709	488	0.7689	0.4566	0.7689	0.8769
No log	4.1880	490	0.8201	0.3948	0.8201	0.9056
No log	4.2051	492	0.7288	0.4566	0.7288	0.8537
No log	4.2222	494	0.5978	0.4581	0.5978	0.7732
No log	4.2393	496	0.5105	0.4806	0.5105	0.7145
No log	4.2564	498	0.4862	0.6024	0.4862	0.6973
0.4623	4.2735	500	0.5134	0.4806	0.5134	0.7165
0.4623	4.2906	502	0.6101	0.4286	0.6101	0.7811
0.4623	4.3077	504	0.8235	0.3599	0.8235	0.9075
0.4623	4.3248	506	0.9510	0.3860	0.9510	0.9752
0.4623	4.3419	508	0.8801	0.3599	0.8801	0.9381
0.4623	4.3590	510	0.7063	0.3927	0.7063	0.8404
0.4623	4.3761	512	0.5961	0.4286	0.5961	0.7720
0.4623	4.3932	514	0.5253	0.4806	0.5253	0.7248
0.4623	4.4103	516	0.5227	0.4806	0.5227	0.7230
0.4623	4.4274	518	0.5706	0.4688	0.5706	0.7554
0.4623	4.4444	520	0.6943	0.4195	0.6943	0.8332
0.4623	4.4615	522	0.7507	0.3558	0.7507	0.8664
0.4623	4.4786	524	0.7765	0.3833	0.7765	0.8812
0.4623	4.4957	526	0.7089	0.4195	0.7089	0.8420
0.4623	4.5128	528	0.6093	0.4195	0.6093	0.7806
0.4623	4.5299	530	0.5226	0.3521	0.5226	0.7229
0.4623	4.5470	532	0.5078	0.2516	0.5078	0.7126
0.4623	4.5641	534	0.5156	0.3121	0.5156	0.7180
0.4623	4.5812	536	0.5472	0.3521	0.5472	0.7397
0.4623	4.5983	538	0.6234	0.4581	0.6234	0.7896
0.4623	4.6154	540	0.7096	0.4581	0.7096	0.8424
0.4623	4.6325	542	0.7192	0.4581	0.7192	0.8481
0.4623	4.6496	544	0.6410	0.4581	0.6410	0.8007
0.4623	4.6667	546	0.5534	0.5751	0.5534	0.7439
0.4623	4.6838	548	0.5383	0.5956	0.5383	0.7337
0.4623	4.7009	550	0.5403	0.5956	0.5403	0.7350
0.4623	4.7179	552	0.5338	0.5956	0.5338	0.7306
0.4623	4.7350	554	0.5270	0.5956	0.5270	0.7259
0.4623	4.7521	556	0.5367	0.6083	0.5367	0.7326
0.4623	4.7692	558	0.5714	0.4727	0.5714	0.7559
0.4623	4.7863	560	0.6362	0.496	0.6362	0.7976
0.4623	4.8034	562	0.6320	0.496	0.6320	0.7950
0.4623	4.8205	564	0.5778	0.496	0.5778	0.7601
0.4623	4.8376	566	0.5361	0.4381	0.5361	0.7322
0.4623	4.8547	568	0.5372	0.4381	0.5372	0.7329
0.4623	4.8718	570	0.5395	0.4381	0.5395	0.7345
0.4623	4.8889	572	0.5631	0.5406	0.5631	0.7504
0.4623	4.9060	574	0.6375	0.4667	0.6375	0.7985
0.4623	4.9231	576	0.7114	0.496	0.7114	0.8434
0.4623	4.9402	578	0.6913	0.4727	0.6913	0.8315
0.4623	4.9573	580	0.6445	0.5415	0.6445	0.8028
0.4623	4.9744	582	0.6015	0.5169	0.6015	0.7756
0.4623	4.9915	584	0.5832	0.6048	0.5832	0.7637
0.4623	5.0085	586	0.5639	0.5751	0.5639	0.7510
0.4623	5.0256	588	0.5815	0.5406	0.5815	0.7626
0.4623	5.0427	590	0.5609	0.5767	0.5609	0.7490
0.4623	5.0598	592	0.5312	0.5767	0.5312	0.7288
0.4623	5.0769	594	0.5545	0.5406	0.5545	0.7447
0.4623	5.0940	596	0.6164	0.5333	0.6164	0.7851
0.4623	5.1111	598	0.5988	0.5333	0.5988	0.7738
0.4623	5.1282	600	0.5324	0.5406	0.5324	0.7297
0.4623	5.1453	602	0.4853	0.5767	0.4853	0.6967
0.4623	5.1624	604	0.4598	0.6917	0.4598	0.6781
0.4623	5.1795	606	0.4587	0.6917	0.4587	0.6773
0.4623	5.1966	608	0.4882	0.5767	0.4882	0.6987
0.4623	5.2137	610	0.5473	0.5767	0.5473	0.7398
0.4623	5.2308	612	0.5773	0.5767	0.5773	0.7598
0.4623	5.2479	614	0.5679	0.5767	0.5679	0.7536
0.4623	5.2650	616	0.5404	0.5751	0.5404	0.7351
0.4623	5.2821	618	0.5351	0.6686	0.5351	0.7315
0.4623	5.2991	620	0.5227	0.6818	0.5227	0.7230
0.4623	5.3162	622	0.5083	0.5751	0.5083	0.7129
0.4623	5.3333	624	0.5014	0.5751	0.5014	0.7081
0.4623	5.3504	626	0.5326	0.6062	0.5326	0.7298
0.4623	5.3675	628	0.5644	0.6	0.5644	0.7513
0.4623	5.3846	630	0.5635	0.6	0.5635	0.7506
0.4623	5.4017	632	0.5307	0.5701	0.5307	0.7285
0.4623	5.4188	634	0.5036	0.5477	0.5036	0.7096
0.4623	5.4359	636	0.4997	0.5625	0.4997	0.7069
0.4623	5.4530	638	0.5004	0.5301	0.5004	0.7074
0.4623	5.4701	640	0.5082	0.5243	0.5082	0.7129
0.4623	5.4872	642	0.5370	0.5406	0.5370	0.7328
0.4623	5.5043	644	0.6030	0.4667	0.6030	0.7765
0.4623	5.5214	646	0.6766	0.4667	0.6766	0.8226
0.4623	5.5385	648	0.6953	0.4667	0.6953	0.8339
0.4623	5.5556	650	0.6820	0.4667	0.6820	0.8258
0.4623	5.5726	652	0.7036	0.4667	0.7036	0.8388
0.4623	5.5897	654	0.6834	0.4667	0.6834	0.8267
0.4623	5.6068	656	0.6373	0.4378	0.6373	0.7983
0.4623	5.6239	658	0.5790	0.5406	0.5790	0.7609
0.4623	5.6410	660	0.5440	0.5767	0.5440	0.7375
0.4623	5.6581	662	0.5398	0.5767	0.5398	0.7347
0.4623	5.6752	664	0.5327	0.5767	0.5327	0.7299
0.4623	5.6923	666	0.5312	0.5767	0.5312	0.7288
0.4623	5.7094	668	0.5504	0.5406	0.5504	0.7419
0.4623	5.7265	670	0.6085	0.4667	0.6085	0.7801
0.4623	5.7436	672	0.6519	0.4581	0.6519	0.8074
0.4623	5.7607	674	0.6317	0.4581	0.6317	0.7948
0.4623	5.7778	676	0.6018	0.4667	0.6018	0.7757
0.4623	5.7949	678	0.5339	0.5406	0.5339	0.7307
0.4623	5.8120	680	0.4948	0.5164	0.4948	0.7034
0.4623	5.8291	682	0.4881	0.5243	0.4881	0.6986
0.4623	5.8462	684	0.4939	0.5164	0.4939	0.7027
0.4623	5.8632	686	0.5054	0.5767	0.5054	0.7109
0.4623	5.8803	688	0.5198	0.5767	0.5198	0.7210
0.4623	5.8974	690	0.5265	0.5751	0.5265	0.7256
0.4623	5.9145	692	0.5437	0.5406	0.5437	0.7374
0.4623	5.9316	694	0.5568	0.5406	0.5568	0.7462
0.4623	5.9487	696	0.5752	0.5406	0.5752	0.7584
0.4623	5.9658	698	0.5615	0.5406	0.5615	0.7494
0.4623	5.9829	700	0.5355	0.5415	0.5355	0.7318
0.4623	6.0	702	0.5398	0.5415	0.5398	0.7347
0.4623	6.0171	704	0.5671	0.5406	0.5671	0.7531
0.4623	6.0342	706	0.6174	0.6	0.6174	0.7857
0.4623	6.0513	708	0.6291	0.6	0.6291	0.7932
0.4623	6.0684	710	0.5788	0.5701	0.5788	0.7608
0.4623	6.0855	712	0.5201	0.5406	0.5201	0.7212
0.4623	6.1026	714	0.4801	0.5473	0.4801	0.6929
0.4623	6.1197	716	0.4652	0.6656	0.4652	0.6820
0.4623	6.1368	718	0.4714	0.6656	0.4714	0.6866
0.4623	6.1538	720	0.4801	0.4806	0.4801	0.6929
0.4623	6.1709	722	0.5210	0.5406	0.5210	0.7218
0.4623	6.1880	724	0.6116	0.496	0.6116	0.7820
0.4623	6.2051	726	0.6444	0.496	0.6444	0.8027
0.4623	6.2222	728	0.6563	0.496	0.6563	0.8101
0.4623	6.2393	730	0.6216	0.496	0.6216	0.7884
0.4623	6.2564	732	0.5645	0.496	0.5645	0.7514
0.4623	6.2735	734	0.5163	0.4806	0.5163	0.7185
0.4623	6.2906	736	0.4976	0.5243	0.4976	0.7054
0.4623	6.3077	738	0.4945	0.5956	0.4945	0.7032
0.4623	6.3248	740	0.4878	0.6292	0.4878	0.6984
0.4623	6.3419	742	0.4902	0.5473	0.4902	0.7002
0.4623	6.3590	744	0.5180	0.5406	0.5180	0.7197
0.4623	6.3761	746	0.5841	0.496	0.5841	0.7643
0.4623	6.3932	748	0.6213	0.496	0.6213	0.7882
0.4623	6.4103	750	0.6097	0.496	0.6097	0.7809
0.4623	6.4274	752	0.5618	0.496	0.5618	0.7495
0.4623	6.4444	754	0.5112	0.5406	0.5112	0.7150
0.4623	6.4615	756	0.4849	0.6686	0.4849	0.6963
0.4623	6.4786	758	0.4813	0.6656	0.4813	0.6937
0.4623	6.4957	760	0.4883	0.6526	0.4883	0.6988
0.4623	6.5128	762	0.5048	0.6686	0.5048	0.7105
0.4623	6.5299	764	0.5283	0.6686	0.5283	0.7269
0.4623	6.5470	766	0.5443	0.6048	0.5443	0.7377
0.4623	6.5641	768	0.5579	0.6686	0.5579	0.7469
0.4623	6.5812	770	0.5721	0.5415	0.5721	0.7564
0.4623	6.5983	772	0.5720	0.5415	0.5720	0.7563
0.4623	6.6154	774	0.5682	0.5415	0.5682	0.7538
0.4623	6.6325	776	0.5540	0.5415	0.5540	0.7443
0.4623	6.6496	778	0.5409	0.5415	0.5409	0.7354
0.4623	6.6667	780	0.5364	0.5406	0.5364	0.7324
0.4623	6.6838	782	0.5151	0.5406	0.5151	0.7177
0.4623	6.7009	784	0.5070	0.5406	0.5070	0.7120
0.4623	6.7179	786	0.5055	0.5406	0.5055	0.7110
0.4623	6.7350	788	0.5158	0.5406	0.5158	0.7182
0.4623	6.7521	790	0.5289	0.5406	0.5289	0.7273
0.4623	6.7692	792	0.5627	0.4378	0.5627	0.7501
0.4623	6.7863	794	0.5782	0.4378	0.5782	0.7604
0.4623	6.8034	796	0.5726	0.4378	0.5726	0.7567
0.4623	6.8205	798	0.5719	0.5406	0.5719	0.7562
0.4623	6.8376	800	0.5544	0.5406	0.5544	0.7446
0.4623	6.8547	802	0.5329	0.6419	0.5329	0.7300
0.4623	6.8718	804	0.5236	0.7009	0.5236	0.7236
0.4623	6.8889	806	0.5211	0.7009	0.5211	0.7219
0.4623	6.9060	808	0.5273	0.7009	0.5273	0.7262
0.4623	6.9231	810	0.5330	0.7009	0.5330	0.7300
0.4623	6.9402	812	0.5376	0.7009	0.5376	0.7332
0.4623	6.9573	814	0.5480	0.7009	0.5480	0.7403
0.4623	6.9744	816	0.5527	0.6419	0.5527	0.7434
0.4623	6.9915	818	0.5521	0.5406	0.5521	0.7430
0.4623	7.0085	820	0.5573	0.5406	0.5573	0.7465
0.4623	7.0256	822	0.5779	0.5406	0.5779	0.7602
0.4623	7.0427	824	0.5787	0.5406	0.5787	0.7607
0.4623	7.0598	826	0.5563	0.5406	0.5563	0.7459
0.4623	7.0769	828	0.5401	0.7009	0.5401	0.7349
0.4623	7.0940	830	0.5405	0.7009	0.5405	0.7352
0.4623	7.1111	832	0.5486	0.7115	0.5486	0.7407
0.4623	7.1282	834	0.5598	0.5406	0.5598	0.7482
0.4623	7.1453	836	0.5850	0.5406	0.5850	0.7649
0.4623	7.1624	838	0.5967	0.4378	0.5967	0.7725
0.4623	7.1795	840	0.6162	0.4378	0.6162	0.7850
0.4623	7.1966	842	0.6301	0.4378	0.6301	0.7938
0.4623	7.2137	844	0.6377	0.4378	0.6377	0.7986
0.4623	7.2308	846	0.6191	0.4378	0.6191	0.7868
0.4623	7.2479	848	0.6044	0.4378	0.6044	0.7774
0.4623	7.2650	850	0.5702	0.5406	0.5702	0.7551
0.4623	7.2821	852	0.5381	0.5406	0.5381	0.7335
0.4623	7.2991	854	0.5321	0.6419	0.5321	0.7295
0.4623	7.3162	856	0.5395	0.5406	0.5395	0.7345
0.4623	7.3333	858	0.5683	0.5406	0.5683	0.7538
0.4623	7.3504	860	0.6163	0.4378	0.6163	0.7851
0.4623	7.3675	862	0.6781	0.496	0.6781	0.8235
0.4623	7.3846	864	0.7215	0.496	0.7215	0.8494
0.4623	7.4017	866	0.7422	0.4581	0.7422	0.8615
0.4623	7.4188	868	0.7532	0.4581	0.7532	0.8679
0.4623	7.4359	870	0.7091	0.496	0.7091	0.8421
0.4623	7.4530	872	0.6639	0.496	0.6639	0.8148
0.4623	7.4701	874	0.5947	0.496	0.5947	0.7712
0.4623	7.4872	876	0.5421	0.4378	0.5421	0.7363
0.4623	7.5043	878	0.5085	0.5406	0.5085	0.7131
0.4623	7.5214	880	0.4944	0.5473	0.4944	0.7031
0.4623	7.5385	882	0.4908	0.5473	0.4908	0.7006
0.4623	7.5556	884	0.5011	0.5406	0.5011	0.7079
0.4623	7.5726	886	0.5279	0.5406	0.5279	0.7266
0.4623	7.5897	888	0.5672	0.4378	0.5672	0.7532
0.4623	7.6068	890	0.5922	0.4667	0.5922	0.7696
0.4623	7.6239	892	0.6091	0.496	0.6091	0.7804
0.4623	7.6410	894	0.6086	0.496	0.6086	0.7801
0.4623	7.6581	896	0.5983	0.4667	0.5983	0.7735
0.4623	7.6752	898	0.6027	0.4667	0.6027	0.7763
0.4623	7.6923	900	0.6013	0.4667	0.6013	0.7755
0.4623	7.7094	902	0.5856	0.4378	0.5856	0.7653
0.4623	7.7265	904	0.5688	0.5406	0.5688	0.7542
0.4623	7.7436	906	0.5485	0.5415	0.5485	0.7406
0.4623	7.7607	908	0.5503	0.5406	0.5503	0.7418
0.4623	7.7778	910	0.5594	0.5406	0.5594	0.7480
0.4623	7.7949	912	0.5815	0.4378	0.5815	0.7625
0.4623	7.8120	914	0.5911	0.4378	0.5911	0.7688
0.4623	7.8291	916	0.5843	0.4378	0.5843	0.7644
0.4623	7.8462	918	0.5732	0.4378	0.5732	0.7571
0.4623	7.8632	920	0.5657	0.4378	0.5657	0.7521
0.4623	7.8803	922	0.5589	0.5406	0.5589	0.7476
0.4623	7.8974	924	0.5567	0.5406	0.5567	0.7461
0.4623	7.9145	926	0.5454	0.5415	0.5454	0.7385
0.4623	7.9316	928	0.5421	0.5415	0.5421	0.7363
0.4623	7.9487	930	0.5401	0.5415	0.5401	0.7349
0.4623	7.9658	932	0.5313	0.5415	0.5313	0.7289
0.4623	7.9829	934	0.5314	0.5415	0.5314	0.7290
0.4623	8.0	936	0.5371	0.5415	0.5371	0.7329
0.4623	8.0171	938	0.5567	0.4378	0.5567	0.7461
0.4623	8.0342	940	0.5779	0.4667	0.5779	0.7602
0.4623	8.0513	942	0.6119	0.4667	0.6119	0.7823
0.4623	8.0684	944	0.6163	0.496	0.6163	0.7850
0.4623	8.0855	946	0.5983	0.4667	0.5983	0.7735
0.4623	8.1026	948	0.5664	0.4667	0.5664	0.7526
0.4623	8.1197	950	0.5298	0.4378	0.5298	0.7278
0.4623	8.1368	952	0.5031	0.6546	0.5031	0.7093
0.4623	8.1538	954	0.4906	0.6354	0.4906	0.7004
0.4623	8.1709	956	0.4875	0.6354	0.4875	0.6982
0.4623	8.1880	958	0.4858	0.6354	0.4858	0.6970
0.4623	8.2051	960	0.4908	0.6917	0.4908	0.7006
0.4623	8.2222	962	0.5092	0.5406	0.5092	0.7136
0.4623	8.2393	964	0.5341	0.4667	0.5341	0.7308
0.4623	8.2564	966	0.5592	0.4667	0.5592	0.7478
0.4623	8.2735	968	0.5843	0.4667	0.5843	0.7644
0.4623	8.2906	970	0.5859	0.4667	0.5859	0.7654
0.4623	8.3077	972	0.5820	0.4667	0.5820	0.7629
0.4623	8.3248	974	0.5814	0.4667	0.5814	0.7625
0.4623	8.3419	976	0.5671	0.5406	0.5671	0.7531
0.4623	8.3590	978	0.5530	0.5767	0.5530	0.7436
0.4623	8.3761	980	0.5440	0.5751	0.5440	0.7376
0.4623	8.3932	982	0.5434	0.5767	0.5434	0.7371
0.4623	8.4103	984	0.5423	0.5767	0.5423	0.7364
0.4623	8.4274	986	0.5514	0.4378	0.5514	0.7426
0.4623	8.4444	988	0.5677	0.4667	0.5677	0.7535
0.4623	8.4615	990	0.5758	0.4667	0.5758	0.7588
0.4623	8.4786	992	0.5790	0.4667	0.5790	0.7609
0.4623	8.4957	994	0.5868	0.4667	0.5868	0.7660
0.4623	8.5128	996	0.5872	0.4667	0.5872	0.7663
0.4623	8.5299	998	0.5880	0.4667	0.5880	0.7668
0.0993	8.5470	1000	0.5994	0.4667	0.5994	0.7742
0.0993	8.5641	1002	0.6233	0.496	0.6233	0.7895
0.0993	8.5812	1004	0.6381	0.496	0.6381	0.7988
0.0993	8.5983	1006	0.6489	0.496	0.6489	0.8055
0.0993	8.6154	1008	0.6376	0.496	0.6376	0.7985
0.0993	8.6325	1010	0.6331	0.496	0.6331	0.7957
0.0993	8.6496	1012	0.6379	0.496	0.6379	0.7987
0.0993	8.6667	1014	0.6358	0.4667	0.6358	0.7974
0.0993	8.6838	1016	0.6407	0.4667	0.6407	0.8005
0.0993	8.7009	1018	0.6379	0.4667	0.6379	0.7987
0.0993	8.7179	1020	0.6190	0.4667	0.6190	0.7868
0.0993	8.7350	1022	0.5949	0.4667	0.5949	0.7713
0.0993	8.7521	1024	0.5659	0.4667	0.5659	0.7523
0.0993	8.7692	1026	0.5412	0.4378	0.5412	0.7357
0.0993	8.7863	1028	0.5271	0.5406	0.5271	0.7260
0.0993	8.8034	1030	0.5186	0.5767	0.5186	0.7201
0.0993	8.8205	1032	0.5183	0.5767	0.5183	0.7199
0.0993	8.8376	1034	0.5235	0.5406	0.5235	0.7235
0.0993	8.8547	1036	0.5336	0.4667	0.5336	0.7305
0.0993	8.8718	1038	0.5428	0.4667	0.5428	0.7367
0.0993	8.8889	1040	0.5600	0.4667	0.5600	0.7483
0.0993	8.9060	1042	0.5754	0.4667	0.5754	0.7586
0.0993	8.9231	1044	0.5808	0.4667	0.5808	0.7621
0.0993	8.9402	1046	0.5895	0.4667	0.5895	0.7678
0.0993	8.9573	1048	0.5846	0.4667	0.5846	0.7646
0.0993	8.9744	1050	0.5810	0.4667	0.5810	0.7622
0.0993	8.9915	1052	0.5793	0.4667	0.5793	0.7611
0.0993	9.0085	1054	0.5770	0.4667	0.5770	0.7596
0.0993	9.0256	1056	0.5734	0.4667	0.5734	0.7573
0.0993	9.0427	1058	0.5749	0.4667	0.5749	0.7582
0.0993	9.0598	1060	0.5807	0.4667	0.5807	0.7621
0.0993	9.0769	1062	0.5924	0.4667	0.5924	0.7697
0.0993	9.0940	1064	0.6076	0.4667	0.6076	0.7795
0.0993	9.1111	1066	0.6111	0.4667	0.6111	0.7817
0.0993	9.1282	1068	0.6157	0.4667	0.6157	0.7846
0.0993	9.1453	1070	0.6197	0.4667	0.6197	0.7872
0.0993	9.1624	1072	0.6176	0.4667	0.6176	0.7859
0.0993	9.1795	1074	0.6125	0.4667	0.6125	0.7826
0.0993	9.1966	1076	0.6101	0.4667	0.6101	0.7811
0.0993	9.2137	1078	0.6063	0.4667	0.6063	0.7787
0.0993	9.2308	1080	0.6026	0.4667	0.6026	0.7763
0.0993	9.2479	1082	0.5970	0.4667	0.5970	0.7727
0.0993	9.2650	1084	0.5892	0.4667	0.5892	0.7676
0.0993	9.2821	1086	0.5826	0.4667	0.5826	0.7633
0.0993	9.2991	1088	0.5748	0.4667	0.5748	0.7581
0.0993	9.3162	1090	0.5729	0.4667	0.5729	0.7569
0.0993	9.3333	1092	0.5773	0.4667	0.5773	0.7598
0.0993	9.3504	1094	0.5765	0.4667	0.5765	0.7593
0.0993	9.3675	1096	0.5753	0.4667	0.5753	0.7585
0.0993	9.3846	1098	0.5711	0.4667	0.5711	0.7557
0.0993	9.4017	1100	0.5717	0.4667	0.5717	0.7561
0.0993	9.4188	1102	0.5712	0.4667	0.5712	0.7557
0.0993	9.4359	1104	0.5748	0.4667	0.5748	0.7582
0.0993	9.4530	1106	0.5768	0.4667	0.5768	0.7595
0.0993	9.4701	1108	0.5790	0.4667	0.5790	0.7609
0.0993	9.4872	1110	0.5816	0.4667	0.5816	0.7626
0.0993	9.5043	1112	0.5847	0.4667	0.5847	0.7647
0.0993	9.5214	1114	0.5838	0.4667	0.5838	0.7641
0.0993	9.5385	1116	0.5827	0.4667	0.5827	0.7634
0.0993	9.5556	1118	0.5799	0.4667	0.5799	0.7615
0.0993	9.5726	1120	0.5755	0.4667	0.5755	0.7586
0.0993	9.5897	1122	0.5726	0.4667	0.5726	0.7567
0.0993	9.6068	1124	0.5676	0.4667	0.5676	0.7534
0.0993	9.6239	1126	0.5620	0.4667	0.5620	0.7497
0.0993	9.6410	1128	0.5557	0.4667	0.5557	0.7455
0.0993	9.6581	1130	0.5485	0.4667	0.5485	0.7406
0.0993	9.6752	1132	0.5445	0.4667	0.5445	0.7379
0.0993	9.6923	1134	0.5421	0.4378	0.5421	0.7363
0.0993	9.7094	1136	0.5399	0.4378	0.5399	0.7348
0.0993	9.7265	1138	0.5389	0.4378	0.5389	0.7341
0.0993	9.7436	1140	0.5368	0.4378	0.5368	0.7326
0.0993	9.7607	1142	0.5357	0.4378	0.5357	0.7319
0.0993	9.7778	1144	0.5353	0.4378	0.5353	0.7317
0.0993	9.7949	1146	0.5352	0.4378	0.5352	0.7316
0.0993	9.8120	1148	0.5345	0.4378	0.5345	0.7311
0.0993	9.8291	1150	0.5334	0.4378	0.5334	0.7303
0.0993	9.8462	1152	0.5324	0.4378	0.5324	0.7296
0.0993	9.8632	1154	0.5319	0.5767	0.5319	0.7293
0.0993	9.8803	1156	0.5322	0.5767	0.5322	0.7295
0.0993	9.8974	1158	0.5327	0.5767	0.5327	0.7299
0.0993	9.9145	1160	0.5336	0.5406	0.5336	0.7305
0.0993	9.9316	1162	0.5347	0.4378	0.5347	0.7313
0.0993	9.9487	1164	0.5358	0.4378	0.5358	0.7320
0.0993	9.9658	1166	0.5365	0.4378	0.5365	0.7325
0.0993	9.9829	1168	0.5369	0.4378	0.5369	0.7327
0.0993	10.0	1170	0.5370	0.4378	0.5370	0.7328

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 16, 2024
Updated: Nov 16, 2024