ArabicNewSplits_FineTuningAraBERT_AugV5_k25_task1_organization_fold1

MayBashendy/ArabicNewSplits_FineTuningAraBERT_AugV5_k25_task1_organization_fold1

ArabicNewSplits_FineTuningAraBERT_AugV5_k25_task1_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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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 26, 2024
Updated: Nov 26, 2024
SHA: feb3acec

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits_FineTuningAraBERT_AugV5_k25_task1_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: 1.3457
Qwk: 0.3908
Mse: 1.3457
Rmse: 1.1601

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	0.0175	2	2.5297	0.0487	2.5297	1.5905
No log	0.0351	4	1.7298	0.1377	1.7298	1.3152
No log	0.0526	6	1.5060	0.0657	1.5060	1.2272
No log	0.0702	8	1.2254	0.1039	1.2254	1.1070
No log	0.0877	10	1.1142	0.1319	1.1142	1.0556
No log	0.1053	12	1.0632	0.1019	1.0632	1.0311
No log	0.1228	14	1.0785	0.1019	1.0785	1.0385
No log	0.1404	16	1.1681	0.0706	1.1681	1.0808
No log	0.1579	18	1.3558	0.0336	1.3558	1.1644
No log	0.1754	20	1.4594	0.0336	1.4594	1.2081
No log	0.1930	22	1.4555	0.0426	1.4555	1.2064
No log	0.2105	24	1.4240	0.0426	1.4240	1.1933
No log	0.2281	26	1.3453	0.0788	1.3453	1.1599
No log	0.2456	28	1.4370	0.0642	1.4370	1.1987
No log	0.2632	30	1.4057	0.0788	1.4057	1.1856
No log	0.2807	32	1.2375	0.0706	1.2375	1.1124
No log	0.2982	34	1.0871	0.1575	1.0871	1.0426
No log	0.3158	36	1.0088	0.2461	1.0088	1.0044
No log	0.3333	38	0.9821	0.3584	0.9821	0.9910
No log	0.3509	40	0.9643	0.3229	0.9643	0.9820
No log	0.3684	42	0.9797	0.2590	0.9797	0.9898
No log	0.3860	44	1.0544	0.1075	1.0544	1.0268
No log	0.4035	46	1.1163	0.1075	1.1163	1.0566
No log	0.4211	48	1.0918	0.1149	1.0918	1.0449
No log	0.4386	50	1.0254	0.1341	1.0254	1.0126
No log	0.4561	52	1.0036	0.1341	1.0036	1.0018
No log	0.4737	54	1.0168	0.1208	1.0168	1.0084
No log	0.4912	56	0.9387	0.1736	0.9387	0.9689
No log	0.5088	58	0.9354	0.2386	0.9354	0.9672
No log	0.5263	60	0.9471	0.3458	0.9471	0.9732
No log	0.5439	62	0.9549	0.2744	0.9549	0.9772
No log	0.5614	64	0.9473	0.2744	0.9473	0.9733
No log	0.5789	66	0.9617	0.2127	0.9617	0.9806
No log	0.5965	68	0.9997	0.1635	0.9997	0.9998
No log	0.6140	70	1.1061	0.1385	1.1061	1.0517
No log	0.6316	72	1.2047	0.1039	1.2047	1.0976
No log	0.6491	74	1.3352	0.0739	1.3352	1.1555
No log	0.6667	76	1.5349	0.0375	1.5349	1.2389
No log	0.6842	78	1.8515	-0.0653	1.8515	1.3607
No log	0.7018	80	2.0133	-0.0588	2.0133	1.4189
No log	0.7193	82	1.8511	-0.0653	1.8511	1.3606
No log	0.7368	84	1.5014	0.0243	1.5014	1.2253
No log	0.7544	86	1.3263	0.0471	1.3263	1.1517
No log	0.7719	88	1.2326	0.0277	1.2326	1.1102
No log	0.7895	90	1.1629	0.0927	1.1629	1.0784
No log	0.8070	92	1.1143	0.1763	1.1143	1.0556
No log	0.8246	94	1.1106	0.0484	1.1106	1.0539
No log	0.8421	96	1.1575	0.0277	1.1575	1.0759
No log	0.8596	98	1.1922	-0.0102	1.1922	1.0919
No log	0.8772	100	1.1889	0.0277	1.1889	1.0904
No log	0.8947	102	1.1422	0.0277	1.1422	1.0687
No log	0.9123	104	1.0868	0.1198	1.0868	1.0425
No log	0.9298	106	1.0221	0.2576	1.0221	1.0110
No log	0.9474	108	0.9893	0.3683	0.9893	0.9947
No log	0.9649	110	0.9958	0.3479	0.9958	0.9979
No log	0.9825	112	0.9441	0.3806	0.9441	0.9717
No log	1.0	114	0.9144	0.3342	0.9144	0.9562
No log	1.0175	116	0.9377	0.2911	0.9377	0.9684
No log	1.0351	118	0.9810	0.2940	0.9810	0.9905
No log	1.0526	120	1.0440	0.2796	1.0440	1.0217
No log	1.0702	122	1.0641	0.1643	1.0641	1.0316
No log	1.0877	124	1.1112	0.1643	1.1112	1.0541
No log	1.1053	126	1.0549	0.1643	1.0549	1.0271
No log	1.1228	128	0.9824	0.3070	0.9824	0.9912
No log	1.1404	130	0.9217	0.2911	0.9217	0.9601
No log	1.1579	132	0.9192	0.3639	0.9192	0.9587
No log	1.1754	134	0.9547	0.3887	0.9547	0.9771
No log	1.1930	136	0.9446	0.3536	0.9446	0.9719
No log	1.2105	138	0.9055	0.3845	0.9055	0.9516
No log	1.2281	140	0.8895	0.3447	0.8895	0.9431
No log	1.2456	142	0.8904	0.3447	0.8904	0.9436
No log	1.2632	144	0.9019	0.3941	0.9019	0.9497
No log	1.2807	146	0.9271	0.3617	0.9271	0.9628
No log	1.2982	148	0.9182	0.3617	0.9182	0.9582
No log	1.3158	150	0.9117	0.3617	0.9117	0.9548
No log	1.3333	152	0.8941	0.4083	0.8941	0.9456
No log	1.3509	154	0.9091	0.4113	0.9091	0.9534
No log	1.3684	156	0.9763	0.4043	0.9763	0.9881
No log	1.3860	158	1.0021	0.3943	1.0021	1.0010
No log	1.4035	160	0.9511	0.4232	0.9511	0.9753
No log	1.4211	162	0.9445	0.4331	0.9445	0.9719
No log	1.4386	164	0.9937	0.3719	0.9937	0.9969
No log	1.4561	166	1.1493	0.2874	1.1493	1.0721
No log	1.4737	168	1.3080	0.2287	1.3080	1.1437
No log	1.4912	170	1.2804	0.2007	1.2804	1.1316
No log	1.5088	172	1.1365	0.2542	1.1365	1.0661
No log	1.5263	174	0.9919	0.3642	0.9919	0.9960
No log	1.5439	176	0.9664	0.3881	0.9664	0.9831
No log	1.5614	178	0.9844	0.3358	0.9844	0.9922
No log	1.5789	180	1.0567	0.3869	1.0567	1.0280
No log	1.5965	182	1.0504	0.3666	1.0504	1.0249
No log	1.6140	184	1.0220	0.3501	1.0220	1.0109
No log	1.6316	186	0.9782	0.4305	0.9782	0.9891
No log	1.6491	188	0.9396	0.3792	0.9396	0.9693
No log	1.6667	190	0.9432	0.3792	0.9432	0.9712
No log	1.6842	192	0.9965	0.3304	0.9965	0.9983
No log	1.7018	194	1.0825	0.2913	1.0825	1.0404
No log	1.7193	196	1.1370	0.3366	1.1370	1.0663
No log	1.7368	198	1.0834	0.3439	1.0834	1.0408
No log	1.7544	200	1.0013	0.3722	1.0013	1.0007
No log	1.7719	202	0.9484	0.3413	0.9484	0.9739
No log	1.7895	204	0.9451	0.3755	0.9451	0.9722
No log	1.8070	206	0.9557	0.3759	0.9557	0.9776
No log	1.8246	208	1.0095	0.3780	1.0095	1.0047
No log	1.8421	210	1.1584	0.4227	1.1584	1.0763
No log	1.8596	212	1.2948	0.2525	1.2948	1.1379
No log	1.8772	214	1.2616	0.2896	1.2616	1.1232
No log	1.8947	216	1.1056	0.3938	1.1056	1.0515
No log	1.9123	218	0.9735	0.4054	0.9735	0.9867
No log	1.9298	220	0.9439	0.4232	0.9439	0.9715
No log	1.9474	222	0.9742	0.4054	0.9742	0.9870
No log	1.9649	224	1.1159	0.4332	1.1159	1.0564
No log	1.9825	226	1.3304	0.3357	1.3304	1.1534
No log	2.0	228	1.4042	0.3385	1.4042	1.1850
No log	2.0175	230	1.2944	0.3840	1.2944	1.1377
No log	2.0351	232	1.0894	0.4613	1.0894	1.0437
No log	2.0526	234	0.9329	0.4568	0.9329	0.9659
No log	2.0702	236	0.9094	0.4038	0.9094	0.9536
No log	2.0877	238	0.9303	0.4276	0.9303	0.9645
No log	2.1053	240	1.0034	0.4191	1.0034	1.0017
No log	2.1228	242	1.1831	0.4194	1.1831	1.0877
No log	2.1404	244	1.3611	0.3592	1.3611	1.1667
No log	2.1579	246	1.4055	0.3420	1.4055	1.1855
No log	2.1754	248	1.3487	0.3656	1.3487	1.1614
No log	2.1930	250	1.2270	0.3758	1.2270	1.1077
No log	2.2105	252	1.0845	0.4344	1.0845	1.0414
No log	2.2281	254	0.9958	0.4593	0.9958	0.9979
No log	2.2456	256	0.9683	0.4224	0.9683	0.9840
No log	2.2632	258	1.0053	0.3961	1.0053	1.0027
No log	2.2807	260	1.1053	0.4295	1.1053	1.0513
No log	2.2982	262	1.2171	0.3669	1.2171	1.1032
No log	2.3158	264	1.2297	0.3697	1.2297	1.1089
No log	2.3333	266	1.0819	0.4392	1.0819	1.0402
No log	2.3509	268	0.9618	0.4206	0.9618	0.9807
No log	2.3684	270	0.9666	0.4708	0.9666	0.9832
No log	2.3860	272	1.0702	0.4207	1.0702	1.0345
No log	2.4035	274	1.2657	0.3883	1.2657	1.1250
No log	2.4211	276	1.3421	0.3822	1.3421	1.1585
No log	2.4386	278	1.1956	0.4056	1.1956	1.0934
No log	2.4561	280	0.9847	0.3741	0.9847	0.9923
No log	2.4737	282	0.9382	0.4092	0.9382	0.9686
No log	2.4912	284	1.0003	0.3741	1.0003	1.0001
No log	2.5088	286	1.1197	0.3230	1.1197	1.0582
No log	2.5263	288	1.3658	0.3275	1.3658	1.1687
No log	2.5439	290	1.4299	0.3275	1.4299	1.1958
No log	2.5614	292	1.3169	0.3176	1.3169	1.1476
No log	2.5789	294	1.1417	0.3576	1.1417	1.0685
No log	2.5965	296	1.0266	0.4680	1.0266	1.0132
No log	2.6140	298	1.0382	0.4693	1.0382	1.0189
No log	2.6316	300	1.1469	0.4471	1.1469	1.0710
No log	2.6491	302	1.2937	0.3720	1.2937	1.1374
No log	2.6667	304	1.4036	0.3200	1.4036	1.1847
No log	2.6842	306	1.3417	0.3734	1.3417	1.1583
No log	2.7018	308	1.1896	0.4348	1.1896	1.0907
No log	2.7193	310	1.0205	0.3397	1.0205	1.0102
No log	2.7368	312	0.9648	0.3987	0.9648	0.9822
No log	2.7544	314	0.9734	0.3115	0.9734	0.9866
No log	2.7719	316	1.0428	0.3209	1.0428	1.0212
No log	2.7895	318	1.0916	0.3592	1.0916	1.0448
No log	2.8070	320	1.0445	0.3481	1.0445	1.0220
No log	2.8246	322	0.9949	0.4010	0.9949	0.9974
No log	2.8421	324	0.9417	0.4635	0.9417	0.9704
No log	2.8596	326	0.9724	0.4920	0.9724	0.9861
No log	2.8772	328	1.0021	0.4862	1.0021	1.0011
No log	2.8947	330	1.0123	0.4871	1.0123	1.0061
No log	2.9123	332	1.0905	0.4590	1.0905	1.0443
No log	2.9298	334	1.2444	0.3816	1.2444	1.1155
No log	2.9474	336	1.3919	0.3845	1.3919	1.1798
No log	2.9649	338	1.3865	0.3478	1.3865	1.1775
No log	2.9825	340	1.2428	0.4222	1.2428	1.1148
No log	3.0	342	1.0649	0.4254	1.0649	1.0319
No log	3.0175	344	0.9798	0.4640	0.9798	0.9899
No log	3.0351	346	0.9397	0.4748	0.9397	0.9694
No log	3.0526	348	0.9583	0.4055	0.9583	0.9789
No log	3.0702	350	1.0853	0.4189	1.0853	1.0418
No log	3.0877	352	1.2592	0.4026	1.2592	1.1221
No log	3.1053	354	1.4087	0.3506	1.4087	1.1869
No log	3.1228	356	1.3864	0.3695	1.3864	1.1775
No log	3.1404	358	1.2540	0.3712	1.2540	1.1198
No log	3.1579	360	1.1905	0.4216	1.1905	1.0911
No log	3.1754	362	1.2051	0.4216	1.2051	1.0978
No log	3.1930	364	1.2158	0.4216	1.2158	1.1027
No log	3.2105	366	1.2817	0.4048	1.2817	1.1321
No log	3.2281	368	1.2030	0.4216	1.2030	1.0968
No log	3.2456	370	1.2177	0.4309	1.2177	1.1035
No log	3.2632	372	1.2411	0.4654	1.2411	1.1140
No log	3.2807	374	1.2011	0.4654	1.2011	1.0959
No log	3.2982	376	1.0404	0.4627	1.0404	1.0200
No log	3.3158	378	0.9773	0.4639	0.9773	0.9886
No log	3.3333	380	1.0117	0.5041	1.0117	1.0058
No log	3.3509	382	1.1088	0.4576	1.1088	1.0530
No log	3.3684	384	1.2055	0.4208	1.2055	1.0979
No log	3.3860	386	1.3203	0.3928	1.3203	1.1491
No log	3.4035	388	1.3479	0.3809	1.3479	1.1610
No log	3.4211	390	1.1882	0.4344	1.1882	1.0900
No log	3.4386	392	1.0549	0.4723	1.0549	1.0271
No log	3.4561	394	1.0559	0.4332	1.0559	1.0276
No log	3.4737	396	1.1581	0.4421	1.1581	1.0762
No log	3.4912	398	1.2846	0.3783	1.2846	1.1334
No log	3.5088	400	1.2865	0.3817	1.2865	1.1342
No log	3.5263	402	1.2506	0.3817	1.2506	1.1183
No log	3.5439	404	1.2833	0.3817	1.2833	1.1328
No log	3.5614	406	1.2004	0.4153	1.2004	1.0956
No log	3.5789	408	1.1577	0.3571	1.1577	1.0760
No log	3.5965	410	1.0996	0.3956	1.0996	1.0486
No log	3.6140	412	1.0975	0.3912	1.0975	1.0476
No log	3.6316	414	1.0317	0.4125	1.0317	1.0157
No log	3.6491	416	1.0596	0.4091	1.0596	1.0294
No log	3.6667	418	1.1982	0.4208	1.1982	1.0946
No log	3.6842	420	1.3261	0.4051	1.3261	1.1516
No log	3.7018	422	1.5164	0.3247	1.5164	1.2314
No log	3.7193	424	1.5831	0.3129	1.5831	1.2582
No log	3.7368	426	1.4732	0.3292	1.4732	1.2138
No log	3.7544	428	1.2899	0.4158	1.2899	1.1357
No log	3.7719	430	1.1438	0.3784	1.1438	1.0695
No log	3.7895	432	1.1385	0.3854	1.1385	1.0670
No log	3.8070	434	1.2293	0.3745	1.2293	1.1087
No log	3.8246	436	1.3880	0.3161	1.3880	1.1781
No log	3.8421	438	1.5529	0.3336	1.5529	1.2462
No log	3.8596	440	1.7036	0.2466	1.7036	1.3052
No log	3.8772	442	1.7534	0.2165	1.7534	1.3242
No log	3.8947	444	1.6375	0.2747	1.6375	1.2796
No log	3.9123	446	1.3954	0.3824	1.3954	1.1813
No log	3.9298	448	1.1623	0.2958	1.1623	1.0781
No log	3.9474	450	1.0769	0.2946	1.0769	1.0378
No log	3.9649	452	1.0698	0.2946	1.0698	1.0343
No log	3.9825	454	1.0918	0.2637	1.0918	1.0449
No log	4.0	456	1.1580	0.2354	1.1580	1.0761
No log	4.0175	458	1.2964	0.3148	1.2964	1.1386
No log	4.0351	460	1.3896	0.2845	1.3896	1.1788
No log	4.0526	462	1.3932	0.3063	1.3932	1.1803
No log	4.0702	464	1.3035	0.3411	1.3035	1.1417
No log	4.0877	466	1.2259	0.3008	1.2259	1.1072
No log	4.1053	468	1.1268	0.2935	1.1268	1.0615
No log	4.1228	470	1.0811	0.2685	1.0811	1.0397
No log	4.1404	472	1.0954	0.2685	1.0954	1.0466
No log	4.1579	474	1.1617	0.2756	1.1617	1.0778
No log	4.1754	476	1.1945	0.3292	1.1945	1.0929
No log	4.1930	478	1.1847	0.3519	1.1847	1.0884
No log	4.2105	480	1.1594	0.3669	1.1594	1.0767
No log	4.2281	482	1.1451	0.3333	1.1451	1.0701
No log	4.2456	484	1.1031	0.3482	1.1031	1.0503
No log	4.2632	486	1.0911	0.3443	1.0911	1.0446
No log	4.2807	488	1.1211	0.3412	1.1211	1.0588
No log	4.2982	490	1.2395	0.3581	1.2395	1.1133
No log	4.3158	492	1.3056	0.3669	1.3056	1.1426
No log	4.3333	494	1.4093	0.3998	1.4093	1.1871
No log	4.3509	496	1.4125	0.3998	1.4125	1.1885
No log	4.3684	498	1.3332	0.3628	1.3332	1.1547
0.4472	4.3860	500	1.2240	0.3516	1.2240	1.1063
0.4472	4.4035	502	1.1727	0.3447	1.1727	1.0829
0.4472	4.4211	504	1.1501	0.3411	1.1501	1.0724
0.4472	4.4386	506	1.1464	0.3411	1.1464	1.0707
0.4472	4.4561	508	1.1128	0.3481	1.1128	1.0549
0.4472	4.4737	510	1.0645	0.3336	1.0645	1.0317
0.4472	4.4912	512	1.0177	0.3430	1.0177	1.0088
0.4472	4.5088	514	1.0388	0.3137	1.0388	1.0192
0.4472	4.5263	516	1.0549	0.3529	1.0549	1.0271
0.4472	4.5439	518	1.0725	0.3602	1.0725	1.0356
0.4472	4.5614	520	1.0817	0.3602	1.0817	1.0400
0.4472	4.5789	522	1.1438	0.3554	1.1438	1.0695
0.4472	4.5965	524	1.1384	0.3554	1.1384	1.0669
0.4472	4.6140	526	1.2360	0.3581	1.2360	1.1117
0.4472	4.6316	528	1.4286	0.3876	1.4286	1.1952
0.4472	4.6491	530	1.5638	0.3200	1.5638	1.2505
0.4472	4.6667	532	1.5510	0.3397	1.5510	1.2454
0.4472	4.6842	534	1.4485	0.3506	1.4485	1.2035
0.4472	4.7018	536	1.2954	0.3977	1.2954	1.1381
0.4472	4.7193	538	1.2312	0.3849	1.2312	1.1096
0.4472	4.7368	540	1.2778	0.3932	1.2778	1.1304
0.4472	4.7544	542	1.3699	0.3618	1.3699	1.1704
0.4472	4.7719	544	1.3457	0.3709	1.3457	1.1601
0.4472	4.7895	546	1.3084	0.3830	1.3084	1.1439
0.4472	4.8070	548	1.2376	0.4070	1.2376	1.1125
0.4472	4.8246	550	1.2156	0.4070	1.2156	1.1025
0.4472	4.8421	552	1.2866	0.3840	1.2866	1.1343
0.4472	4.8596	554	1.4106	0.3758	1.4106	1.1877
0.4472	4.8772	556	1.4429	0.3397	1.4429	1.2012
0.4472	4.8947	558	1.4128	0.3758	1.4128	1.1886
0.4472	4.9123	560	1.4193	0.3644	1.4193	1.1914
0.4472	4.9298	562	1.5222	0.3397	1.5222	1.2338
0.4472	4.9474	564	1.5310	0.3397	1.5310	1.2373
0.4472	4.9649	566	1.5025	0.3397	1.5025	1.2258
0.4472	4.9825	568	1.3169	0.3919	1.3169	1.1476
0.4472	5.0	570	1.2006	0.4291	1.2006	1.0957
0.4472	5.0175	572	1.2057	0.4291	1.2057	1.0980
0.4472	5.0351	574	1.2330	0.4325	1.2330	1.1104
0.4472	5.0526	576	1.2792	0.3896	1.2792	1.1310
0.4472	5.0702	578	1.3225	0.3896	1.3225	1.1500
0.4472	5.0877	580	1.3721	0.3758	1.3721	1.1713
0.4472	5.1053	582	1.4063	0.3506	1.4063	1.1859
0.4472	5.1228	584	1.3796	0.3709	1.3796	1.1745
0.4472	5.1404	586	1.2956	0.3656	1.2956	1.1382
0.4472	5.1579	588	1.1885	0.4396	1.1885	1.0902
0.4472	5.1754	590	1.2015	0.4396	1.2015	1.0961
0.4472	5.1930	592	1.1823	0.4396	1.1823	1.0874
0.4472	5.2105	594	1.1613	0.4379	1.1613	1.0776
0.4472	5.2281	596	1.1844	0.4255	1.1844	1.0883
0.4472	5.2456	598	1.2851	0.3963	1.2851	1.1336
0.4472	5.2632	600	1.4148	0.3397	1.4148	1.1895
0.4472	5.2807	602	1.4588	0.3397	1.4588	1.2078
0.4472	5.2982	604	1.4244	0.3397	1.4244	1.1935
0.4472	5.3158	606	1.3055	0.3963	1.3055	1.1426
0.4472	5.3333	608	1.2106	0.4119	1.2106	1.1003
0.4472	5.3509	610	1.1208	0.4379	1.1208	1.0587
0.4472	5.3684	612	1.0518	0.4173	1.0518	1.0256
0.4472	5.3860	614	1.0112	0.4083	1.0112	1.0056
0.4472	5.4035	616	1.0422	0.3939	1.0422	1.0209
0.4472	5.4211	618	1.1503	0.4379	1.1503	1.0725
0.4472	5.4386	620	1.2812	0.3849	1.2812	1.1319
0.4472	5.4561	622	1.4617	0.3559	1.4617	1.2090
0.4472	5.4737	624	1.5356	0.3559	1.5356	1.2392
0.4472	5.4912	626	1.4990	0.3559	1.4990	1.2243
0.4472	5.5088	628	1.4465	0.3754	1.4465	1.2027
0.4472	5.5263	630	1.3455	0.3594	1.3455	1.1599
0.4472	5.5439	632	1.2029	0.4119	1.2029	1.0968
0.4472	5.5614	634	1.1190	0.4169	1.1190	1.0578
0.4472	5.5789	636	1.1451	0.4255	1.1451	1.0701
0.4472	5.5965	638	1.2427	0.4222	1.2427	1.1148
0.4472	5.6140	640	1.4244	0.3594	1.4244	1.1935
0.4472	5.6316	642	1.5415	0.3559	1.5415	1.2416
0.4472	5.6491	644	1.5354	0.3559	1.5354	1.2391
0.4472	5.6667	646	1.4132	0.3430	1.4132	1.1888
0.4472	5.6842	648	1.2490	0.3978	1.2490	1.1176
0.4472	5.7018	650	1.1725	0.4216	1.1725	1.0828
0.4472	5.7193	652	1.1379	0.3865	1.1379	1.0667
0.4472	5.7368	654	1.1816	0.4305	1.1816	1.0870
0.4472	5.7544	656	1.2241	0.3931	1.2241	1.1064
0.4472	5.7719	658	1.2794	0.3824	1.2794	1.1311
0.4472	5.7895	660	1.3597	0.3602	1.3597	1.1661
0.4472	5.8070	662	1.3438	0.3602	1.3438	1.1592
0.4472	5.8246	664	1.2848	0.3955	1.2848	1.1335
0.4472	5.8421	666	1.2796	0.4090	1.2796	1.1312
0.4472	5.8596	668	1.2660	0.4090	1.2660	1.1252
0.4472	5.8772	670	1.2680	0.4026	1.2680	1.1261
0.4472	5.8947	672	1.3094	0.3824	1.3094	1.1443
0.4472	5.9123	674	1.3270	0.3099	1.3270	1.1520
0.4472	5.9298	676	1.3292	0.3099	1.3292	1.1529
0.4472	5.9474	678	1.3144	0.3508	1.3144	1.1465
0.4472	5.9649	680	1.3000	0.3508	1.3000	1.1402
0.4472	5.9825	682	1.2566	0.3906	1.2566	1.1210
0.4472	6.0	684	1.2691	0.3906	1.2691	1.1265
0.4472	6.0175	686	1.2798	0.4090	1.2798	1.1313
0.4472	6.0351	688	1.2628	0.4090	1.2628	1.1238
0.4472	6.0526	690	1.2290	0.4090	1.2290	1.1086
0.4472	6.0702	692	1.2222	0.3906	1.2222	1.1055
0.4472	6.0877	694	1.3035	0.3955	1.3035	1.1417
0.4472	6.1053	696	1.3721	0.3355	1.3721	1.1714
0.4472	6.1228	698	1.3953	0.3355	1.3953	1.1812
0.4472	6.1404	700	1.4175	0.3243	1.4175	1.1906
0.4472	6.1579	702	1.4392	0.3275	1.4392	1.1997
0.4472	6.1754	704	1.4972	0.3064	1.4972	1.2236
0.4472	6.1930	706	1.5491	0.3231	1.5491	1.2446
0.4472	6.2105	708	1.5598	0.3231	1.5598	1.2489
0.4472	6.2281	710	1.4987	0.3397	1.4987	1.2242
0.4472	6.2456	712	1.4516	0.3397	1.4516	1.2048
0.4472	6.2632	714	1.4000	0.3706	1.4000	1.1832
0.4472	6.2807	716	1.3976	0.3706	1.3976	1.1822
0.4472	6.2982	718	1.4123	0.3706	1.4123	1.1884
0.4472	6.3158	720	1.4075	0.3506	1.4075	1.1864
0.4472	6.3333	722	1.4137	0.3506	1.4137	1.1890
0.4472	6.3509	724	1.4695	0.3506	1.4695	1.2122
0.4472	6.3684	726	1.4603	0.3506	1.4603	1.2084
0.4472	6.3860	728	1.3800	0.3478	1.3800	1.1747
0.4472	6.4035	730	1.2829	0.4304	1.2829	1.1326
0.4472	6.4211	732	1.1749	0.4454	1.1749	1.0839
0.4472	6.4386	734	1.1375	0.4232	1.1375	1.0666
0.4472	6.4561	736	1.1613	0.4106	1.1613	1.0777
0.4472	6.4737	738	1.2418	0.4068	1.2418	1.1143
0.4472	6.4912	740	1.3655	0.3822	1.3655	1.1685
0.4472	6.5088	742	1.4955	0.3506	1.4955	1.2229
0.4472	6.5263	744	1.5960	0.2843	1.5960	1.2633
0.4472	6.5439	746	1.5939	0.2942	1.5939	1.2625
0.4472	6.5614	748	1.5082	0.3506	1.5082	1.2281
0.4472	6.5789	750	1.3620	0.3798	1.3620	1.1670
0.4472	6.5965	752	1.2731	0.3798	1.2731	1.1283
0.4472	6.6140	754	1.2069	0.4216	1.2069	1.0986
0.4472	6.6316	756	1.1728	0.4454	1.1728	1.0830
0.4472	6.6491	758	1.1625	0.4454	1.1625	1.0782
0.4472	6.6667	760	1.1804	0.4216	1.1804	1.0865
0.4472	6.6842	762	1.2416	0.4068	1.2416	1.1143
0.4472	6.7018	764	1.3020	0.3798	1.3020	1.1411
0.4472	6.7193	766	1.3222	0.3798	1.3222	1.1499
0.4472	6.7368	768	1.3472	0.3682	1.3472	1.1607
0.4472	6.7544	770	1.3453	0.3682	1.3452	1.1598
0.4472	6.7719	772	1.3290	0.3682	1.3290	1.1528
0.4472	6.7895	774	1.3035	0.3798	1.3035	1.1417
0.4472	6.8070	776	1.2186	0.4443	1.2186	1.1039
0.4472	6.8246	778	1.1455	0.4617	1.1455	1.0703
0.4472	6.8421	780	1.1216	0.4617	1.1216	1.0591
0.4472	6.8596	782	1.1266	0.4617	1.1266	1.0614
0.4472	6.8772	784	1.1582	0.4499	1.1582	1.0762
0.4472	6.8947	786	1.1973	0.4443	1.1973	1.0942
0.4472	6.9123	788	1.2538	0.4043	1.2538	1.1197
0.4472	6.9298	790	1.3229	0.4064	1.3229	1.1502
0.4472	6.9474	792	1.3615	0.3962	1.3615	1.1668
0.4472	6.9649	794	1.3983	0.3845	1.3983	1.1825
0.4472	6.9825	796	1.3599	0.3962	1.3599	1.1661
0.4472	7.0	798	1.3082	0.4064	1.3082	1.1438
0.4472	7.0175	800	1.2388	0.4222	1.2388	1.1130
0.4472	7.0351	802	1.2140	0.4255	1.2140	1.1018
0.4472	7.0526	804	1.2047	0.4485	1.2047	1.0976
0.4472	7.0702	806	1.2048	0.4485	1.2048	1.0976
0.4472	7.0877	808	1.1725	0.4470	1.1725	1.0828
0.4472	7.1053	810	1.2022	0.4470	1.2022	1.0964
0.4472	7.1228	812	1.2860	0.4222	1.2860	1.1340
0.4472	7.1404	814	1.4144	0.3845	1.4144	1.1893
0.4472	7.1579	816	1.5068	0.3669	1.5068	1.2275
0.4472	7.1754	818	1.5683	0.3559	1.5683	1.2523
0.4472	7.1930	820	1.5677	0.3231	1.5677	1.2521
0.4472	7.2105	822	1.4950	0.3669	1.4950	1.2227
0.4472	7.2281	824	1.3927	0.3845	1.3927	1.1801
0.4472	7.2456	826	1.2788	0.3955	1.2788	1.1309
0.4472	7.2632	828	1.1713	0.4604	1.1713	1.0823
0.4472	7.2807	830	1.1040	0.4546	1.1040	1.0507
0.4472	7.2982	832	1.0738	0.3956	1.0738	1.0363
0.4472	7.3158	834	1.0887	0.4546	1.0887	1.0434
0.4472	7.3333	836	1.1426	0.4604	1.1426	1.0689
0.4472	7.3509	838	1.2341	0.4665	1.2341	1.1109
0.4472	7.3684	840	1.3216	0.3720	1.3216	1.1496
0.4472	7.3860	842	1.4146	0.3845	1.4146	1.1894
0.4472	7.4035	844	1.4670	0.3336	1.4670	1.2112
0.4472	7.4211	846	1.4338	0.3644	1.4338	1.1974
0.4472	7.4386	848	1.3624	0.3798	1.3624	1.1672
0.4472	7.4561	850	1.3029	0.3963	1.3029	1.1414
0.4472	7.4737	852	1.2449	0.4428	1.2449	1.1158
0.4472	7.4912	854	1.1938	0.4800	1.1938	1.0926
0.4472	7.5088	856	1.1528	0.4604	1.1528	1.0737
0.4472	7.5263	858	1.1395	0.4604	1.1395	1.0675
0.4472	7.5439	860	1.1438	0.4604	1.1438	1.0695
0.4472	7.5614	862	1.1747	0.4604	1.1747	1.0838
0.4472	7.5789	864	1.2405	0.4287	1.2405	1.1138
0.4472	7.5965	866	1.3340	0.4043	1.3340	1.1550
0.4472	7.6140	868	1.3974	0.3592	1.3974	1.1821
0.4472	7.6316	870	1.4387	0.3669	1.4387	1.1995
0.4472	7.6491	872	1.4089	0.3449	1.4089	1.1870
0.4472	7.6667	874	1.3448	0.3830	1.3448	1.1597
0.4472	7.6842	876	1.3045	0.4287	1.3045	1.1421
0.4472	7.7018	878	1.2605	0.4211	1.2605	1.1227
0.4472	7.7193	880	1.2214	0.4211	1.2214	1.1052
0.4472	7.7368	882	1.1610	0.4169	1.1610	1.0775
0.4472	7.7544	884	1.1308	0.4083	1.1308	1.0634
0.4472	7.7719	886	1.1342	0.4083	1.1342	1.0650
0.4472	7.7895	888	1.1424	0.4131	1.1424	1.0689
0.4472	7.8070	890	1.1329	0.4131	1.1329	1.0644
0.4472	7.8246	892	1.1556	0.4362	1.1556	1.0750
0.4472	7.8421	894	1.2066	0.4163	1.2066	1.0985
0.4472	7.8596	896	1.2684	0.4172	1.2684	1.1262
0.4472	7.8772	898	1.3357	0.3774	1.3357	1.1557
0.4472	7.8947	900	1.3706	0.3798	1.3706	1.1707
0.4472	7.9123	902	1.3572	0.3798	1.3572	1.1650
0.4472	7.9298	904	1.2992	0.3695	1.2992	1.1398
0.4472	7.9474	906	1.2693	0.3816	1.2693	1.1266
0.4472	7.9649	908	1.2766	0.3816	1.2766	1.1299
0.4472	7.9825	910	1.3125	0.3695	1.3125	1.1457
0.4472	8.0	912	1.3284	0.3695	1.3284	1.1526
0.4472	8.0175	914	1.2997	0.3816	1.2997	1.1400
0.4472	8.0351	916	1.2626	0.4030	1.2626	1.1237
0.4472	8.0526	918	1.2439	0.4665	1.2439	1.1153
0.4472	8.0702	920	1.2608	0.4308	1.2608	1.1229
0.4472	8.0877	922	1.3148	0.3693	1.3148	1.1466
0.4472	8.1053	924	1.3666	0.3718	1.3666	1.1690
0.4472	8.1228	926	1.4106	0.3680	1.4106	1.1877
0.4472	8.1404	928	1.4403	0.3837	1.4403	1.2001
0.4472	8.1579	930	1.4146	0.3680	1.4146	1.1894
0.4472	8.1754	932	1.3776	0.3792	1.3776	1.1737
0.4472	8.1930	934	1.3616	0.3792	1.3616	1.1669
0.4472	8.2105	936	1.3673	0.3792	1.3673	1.1693
0.4472	8.2281	938	1.3451	0.3886	1.3451	1.1598
0.4472	8.2456	940	1.3324	0.3774	1.3324	1.1543
0.4472	8.2632	942	1.3111	0.3774	1.3111	1.1450
0.4472	8.2807	944	1.2995	0.3774	1.2995	1.1400
0.4472	8.2982	946	1.2804	0.3896	1.2804	1.1316
0.4472	8.3158	948	1.2914	0.3896	1.2914	1.1364
0.4472	8.3333	950	1.3107	0.3774	1.3107	1.1449
0.4472	8.3509	952	1.3127	0.3774	1.3127	1.1457
0.4472	8.3684	954	1.2959	0.4172	1.2959	1.1384
0.4472	8.3860	956	1.2735	0.4304	1.2735	1.1285
0.4472	8.4035	958	1.2837	0.4132	1.2837	1.1330
0.4472	8.4211	960	1.3009	0.4172	1.3009	1.1406
0.4472	8.4386	962	1.3258	0.4043	1.3258	1.1514
0.4472	8.4561	964	1.3197	0.4172	1.3197	1.1488
0.4472	8.4737	966	1.2923	0.4304	1.2923	1.1368
0.4472	8.4912	968	1.2803	0.4304	1.2803	1.1315
0.4472	8.5088	970	1.2727	0.4304	1.2727	1.1281
0.4472	8.5263	972	1.2811	0.4304	1.2811	1.1318
0.4472	8.5439	974	1.3066	0.4043	1.3066	1.1431
0.4472	8.5614	976	1.3594	0.3798	1.3594	1.1659
0.4472	8.5789	978	1.3956	0.3792	1.3956	1.1813
0.4472	8.5965	980	1.3975	0.3792	1.3975	1.1821
0.4472	8.6140	982	1.3986	0.3792	1.3986	1.1826
0.4472	8.6316	984	1.4132	0.3680	1.4132	1.1888
0.4472	8.6491	986	1.3944	0.3680	1.3944	1.1809
0.4472	8.6667	988	1.3503	0.3792	1.3503	1.1620
0.4472	8.6842	990	1.3083	0.3908	1.3083	1.1438
0.4472	8.7018	992	1.2769	0.3774	1.2769	1.1300
0.4472	8.7193	994	1.2771	0.3774	1.2771	1.1301
0.4472	8.7368	996	1.2977	0.3774	1.2977	1.1392
0.4472	8.7544	998	1.3158	0.3798	1.3158	1.1471
0.0866	8.7719	1000	1.3279	0.3792	1.3279	1.1523
0.0866	8.7895	1002	1.3527	0.3792	1.3527	1.1630
0.0866	8.8070	1004	1.3731	0.3792	1.3731	1.1718
0.0866	8.8246	1006	1.3661	0.3792	1.3661	1.1688
0.0866	8.8421	1008	1.3722	0.3792	1.3722	1.1714
0.0866	8.8596	1010	1.4066	0.3680	1.4066	1.1860
0.0866	8.8772	1012	1.4221	0.3680	1.4221	1.1925
0.0866	8.8947	1014	1.4236	0.3680	1.4236	1.1932
0.0866	8.9123	1016	1.4132	0.3680	1.4132	1.1888
0.0866	8.9298	1018	1.3847	0.3792	1.3847	1.1767
0.0866	8.9474	1020	1.3543	0.3682	1.3543	1.1637
0.0866	8.9649	1022	1.3469	0.3682	1.3469	1.1606
0.0866	8.9825	1024	1.3384	0.3682	1.3384	1.1569
0.0866	9.0	1026	1.3345	0.3798	1.3345	1.1552
0.0866	9.0175	1028	1.3114	0.4172	1.3114	1.1452
0.0866	9.0351	1030	1.2749	0.4304	1.2749	1.1291
0.0866	9.0526	1032	1.2527	0.4304	1.2527	1.1192
0.0866	9.0702	1034	1.2389	0.4410	1.2389	1.1131
0.0866	9.0877	1036	1.2337	0.4231	1.2337	1.1107
0.0866	9.1053	1038	1.2365	0.4231	1.2365	1.1120
0.0866	9.1228	1040	1.2476	0.4231	1.2476	1.1170
0.0866	9.1404	1042	1.2428	0.4211	1.2428	1.1148
0.0866	9.1579	1044	1.2324	0.4211	1.2324	1.1101
0.0866	9.1754	1046	1.2178	0.4452	1.2178	1.1035
0.0866	9.1930	1048	1.2029	0.4452	1.2029	1.0968
0.0866	9.2105	1050	1.1970	0.4452	1.1970	1.0941
0.0866	9.2281	1052	1.2064	0.4452	1.2064	1.0984
0.0866	9.2456	1054	1.2174	0.4452	1.2174	1.1034
0.0866	9.2632	1056	1.2319	0.4483	1.2319	1.1099
0.0866	9.2807	1058	1.2425	0.4341	1.2425	1.1147
0.0866	9.2982	1060	1.2486	0.4512	1.2486	1.1174
0.0866	9.3158	1062	1.2668	0.4526	1.2668	1.1255
0.0866	9.3333	1064	1.2814	0.4304	1.2814	1.1320
0.0866	9.3509	1066	1.2898	0.4043	1.2898	1.1357
0.0866	9.3684	1068	1.3027	0.3908	1.3027	1.1414
0.0866	9.3860	1070	1.3126	0.3792	1.3126	1.1457
0.0866	9.4035	1072	1.3118	0.3792	1.3118	1.1453
0.0866	9.4211	1074	1.3110	0.3908	1.3110	1.1450
0.0866	9.4386	1076	1.3069	0.3908	1.3069	1.1432
0.0866	9.4561	1078	1.3069	0.3908	1.3069	1.1432
0.0866	9.4737	1080	1.3051	0.3774	1.3051	1.1424
0.0866	9.4912	1082	1.2935	0.4172	1.2935	1.1373
0.0866	9.5088	1084	1.2845	0.4172	1.2845	1.1334
0.0866	9.5263	1086	1.2762	0.4304	1.2762	1.1297
0.0866	9.5439	1088	1.2638	0.4304	1.2638	1.1242
0.0866	9.5614	1090	1.2454	0.4512	1.2454	1.1160
0.0866	9.5789	1092	1.2297	0.4341	1.2297	1.1089
0.0866	9.5965	1094	1.2191	0.4468	1.2191	1.1041
0.0866	9.6140	1096	1.2105	0.4468	1.2105	1.1002
0.0866	9.6316	1098	1.2110	0.4468	1.2110	1.1005
0.0866	9.6491	1100	1.2167	0.4468	1.2167	1.1031
0.0866	9.6667	1102	1.2281	0.4512	1.2281	1.1082
0.0866	9.6842	1104	1.2384	0.4512	1.2384	1.1128
0.0866	9.7018	1106	1.2519	0.4304	1.2519	1.1189
0.0866	9.7193	1108	1.2667	0.4304	1.2667	1.1255
0.0866	9.7368	1110	1.2839	0.4172	1.2839	1.1331
0.0866	9.7544	1112	1.3021	0.3774	1.3021	1.1411
0.0866	9.7719	1114	1.3187	0.3908	1.3187	1.1484
0.0866	9.7895	1116	1.3334	0.3908	1.3334	1.1547
0.0866	9.8070	1118	1.3453	0.3792	1.3453	1.1599
0.0866	9.8246	1120	1.3504	0.3792	1.3504	1.1621
0.0866	9.8421	1122	1.3549	0.3792	1.3549	1.1640
0.0866	9.8596	1124	1.3564	0.3792	1.3564	1.1646
0.0866	9.8772	1126	1.3573	0.3792	1.3573	1.1650
0.0866	9.8947	1128	1.3567	0.3792	1.3567	1.1648
0.0866	9.9123	1130	1.3543	0.3792	1.3543	1.1637
0.0866	9.9298	1132	1.3521	0.3792	1.3521	1.1628
0.0866	9.9474	1134	1.3491	0.3792	1.3491	1.1615
0.0866	9.9649	1136	1.3474	0.3792	1.3474	1.1608
0.0866	9.9825	1138	1.3461	0.3908	1.3461	1.1602
0.0866	10.0	1140	1.3457	0.3908	1.3457	1.1601

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 26, 2024
Updated: Nov 26, 2024