ArabicNewSplits3_FineTuningAraBERT_run3_AugV5_k20_task1_organization

MayBashendy/ArabicNewSplits3_FineTuningAraBERT_run3_AugV5_k20_task1_organization

ArabicNewSplits3_FineTuningAraBERT_run3_AugV5_k20_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: Dec 4, 2024
Updated: Dec 4, 2024
SHA: c8d59098

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits3_FineTuningAraBERT_run3_AugV5_k20_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: 0.7283
Qwk: 0.5487
Mse: 0.7283
Rmse: 0.8534

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	0.0208	2	4.7881	-0.0151	4.7881	2.1882
No log	0.0417	4	2.7562	-0.0058	2.7562	1.6602
No log	0.0625	6	1.9863	0.0708	1.9863	1.4094
No log	0.0833	8	1.4735	0.0749	1.4735	1.2139
No log	0.1042	10	1.1256	0.2912	1.1256	1.0610
No log	0.125	12	1.0993	0.3915	1.0993	1.0485
No log	0.1458	14	1.0230	0.3266	1.0230	1.0114
No log	0.1667	16	1.0721	0.2474	1.0721	1.0354
No log	0.1875	18	1.1100	0.2474	1.1100	1.0536
No log	0.2083	20	1.1660	0.1761	1.1660	1.0798
No log	0.2292	22	1.2153	0.2612	1.2153	1.1024
No log	0.25	24	1.1355	0.2416	1.1355	1.0656
No log	0.2708	26	1.1988	0.3089	1.1988	1.0949
No log	0.2917	28	1.1352	0.1818	1.1352	1.0655
No log	0.3125	30	1.1160	0.3089	1.1160	1.0564
No log	0.3333	32	1.0678	0.2903	1.0678	1.0333
No log	0.3542	34	1.1708	0.0803	1.1708	1.0820
No log	0.375	36	1.1162	0.1910	1.1162	1.0565
No log	0.3958	38	1.0168	0.4096	1.0168	1.0084
No log	0.4167	40	1.0098	0.4276	1.0098	1.0049
No log	0.4375	42	1.0968	0.4454	1.0968	1.0473
No log	0.4583	44	1.0906	0.4454	1.0906	1.0443
No log	0.4792	46	0.9501	0.4454	0.9501	0.9747
No log	0.5	48	0.9508	0.3211	0.9508	0.9751
No log	0.5208	50	1.1001	0.2305	1.1001	1.0489
No log	0.5417	52	0.9371	0.4203	0.9371	0.9681
No log	0.5625	54	0.8986	0.4414	0.8986	0.9480
No log	0.5833	56	0.8932	0.535	0.8932	0.9451
No log	0.6042	58	0.8702	0.5758	0.8702	0.9329
No log	0.625	60	0.8444	0.5396	0.8444	0.9189
No log	0.6458	62	0.7809	0.6422	0.7809	0.8837
No log	0.6667	64	0.6907	0.6704	0.6907	0.8311
No log	0.6875	66	0.6904	0.5786	0.6904	0.8309
No log	0.7083	68	0.6392	0.6864	0.6392	0.7995
No log	0.7292	70	0.6485	0.7237	0.6485	0.8053
No log	0.75	72	0.6744	0.6892	0.6744	0.8212
No log	0.7708	74	0.6578	0.7097	0.6578	0.8111
No log	0.7917	76	0.7250	0.5666	0.7250	0.8515
No log	0.8125	78	0.7300	0.5909	0.7300	0.8544
No log	0.8333	80	0.6192	0.6447	0.6192	0.7869
No log	0.8542	82	0.6387	0.6447	0.6387	0.7992
No log	0.875	84	0.7998	0.5574	0.7998	0.8943
No log	0.8958	86	1.1013	0.4290	1.1013	1.0494
No log	0.9167	88	1.1100	0.4176	1.1100	1.0536
No log	0.9375	90	1.0181	0.3915	1.0181	1.0090
No log	0.9583	92	0.7709	0.4936	0.7709	0.8780
No log	0.9792	94	0.8041	0.5204	0.8041	0.8967
No log	1.0	96	0.9883	0.4038	0.9883	0.9941
No log	1.0208	98	0.9787	0.4320	0.9787	0.9893
No log	1.0417	100	0.7014	0.5359	0.7014	0.8375
No log	1.0625	102	0.6554	0.6212	0.6554	0.8096
No log	1.0833	104	0.7481	0.5330	0.7481	0.8649
No log	1.1042	106	0.8204	0.5789	0.8204	0.9057
No log	1.125	108	0.9833	0.5755	0.9833	0.9916
No log	1.1458	110	1.0799	0.5089	1.0799	1.0392
No log	1.1667	112	1.1292	0.5215	1.1292	1.0626
No log	1.1875	114	0.8704	0.5877	0.8704	0.9329
No log	1.2083	116	0.6763	0.6438	0.6763	0.8224
No log	1.2292	118	0.7456	0.6192	0.7456	0.8635
No log	1.25	120	1.0700	0.5590	1.0700	1.0344
No log	1.2708	122	1.1244	0.5206	1.1244	1.0604
No log	1.2917	124	0.8907	0.5877	0.8907	0.9438
No log	1.3125	126	0.7172	0.5112	0.7172	0.8469
No log	1.3333	128	0.7926	0.6050	0.7926	0.8903
No log	1.3542	130	0.7416	0.5237	0.7416	0.8612
No log	1.375	132	0.8042	0.5156	0.8042	0.8968
No log	1.3958	134	0.9929	0.4252	0.9929	0.9965
No log	1.4167	136	0.9129	0.4877	0.9129	0.9554
No log	1.4375	138	0.9181	0.5526	0.9181	0.9582
No log	1.4583	140	0.7750	0.5760	0.7750	0.8804
No log	1.4792	142	0.7910	0.5822	0.7910	0.8894
No log	1.5	144	0.7775	0.6026	0.7775	0.8818
No log	1.5208	146	0.9220	0.5777	0.9220	0.9602
No log	1.5417	148	1.0334	0.5104	1.0334	1.0166
No log	1.5625	150	0.8791	0.5645	0.8791	0.9376
No log	1.5833	152	0.8940	0.5270	0.8940	0.9455
No log	1.6042	154	1.0551	0.5357	1.0551	1.0272
No log	1.625	156	1.0206	0.5357	1.0206	1.0103
No log	1.6458	158	0.7377	0.5552	0.7377	0.8589
No log	1.6667	160	0.6507	0.6287	0.6507	0.8067
No log	1.6875	162	0.6498	0.6527	0.6498	0.8061
No log	1.7083	164	0.7715	0.5358	0.7715	0.8783
No log	1.7292	166	1.0440	0.5378	1.0440	1.0218
No log	1.75	168	0.9958	0.5357	0.9958	0.9979
No log	1.7708	170	0.7167	0.6217	0.7167	0.8466
No log	1.7917	172	0.6154	0.6417	0.6154	0.7845
No log	1.8125	174	0.6231	0.6336	0.6231	0.7894
No log	1.8333	176	0.6101	0.6550	0.6101	0.7811
No log	1.8542	178	0.6069	0.6825	0.6069	0.7790
No log	1.875	180	0.6355	0.6672	0.6355	0.7972
No log	1.8958	182	0.5888	0.7008	0.5888	0.7674
No log	1.9167	184	0.5870	0.6813	0.5870	0.7661
No log	1.9375	186	0.6171	0.6795	0.6171	0.7855
No log	1.9583	188	0.8046	0.5943	0.8046	0.8970
No log	1.9792	190	0.8988	0.5668	0.8988	0.9481
No log	2.0	192	0.7854	0.6114	0.7854	0.8862
No log	2.0208	194	0.6687	0.6777	0.6687	0.8178
No log	2.0417	196	0.6901	0.6291	0.6901	0.8307
No log	2.0625	198	0.7321	0.625	0.7321	0.8556
No log	2.0833	200	0.9630	0.5668	0.9630	0.9813
No log	2.1042	202	1.0300	0.5615	1.0300	1.0149
No log	2.125	204	0.9468	0.5668	0.9468	0.9730
No log	2.1458	206	0.8285	0.5584	0.8285	0.9102
No log	2.1667	208	0.7432	0.6139	0.7432	0.8621
No log	2.1875	210	0.7412	0.625	0.7412	0.8609
No log	2.2083	212	0.8342	0.58	0.8342	0.9133
No log	2.2292	214	0.8733	0.5909	0.8733	0.9345
No log	2.25	216	0.8472	0.5943	0.8472	0.9205
No log	2.2708	218	0.6503	0.6358	0.6503	0.8064
No log	2.2917	220	0.6147	0.6646	0.6147	0.7840
No log	2.3125	222	0.6293	0.6364	0.6293	0.7933
No log	2.3333	224	0.6729	0.5377	0.6729	0.8203
No log	2.3542	226	0.6703	0.6494	0.6703	0.8187
No log	2.375	228	0.6233	0.6045	0.6233	0.7895
No log	2.3958	230	0.6599	0.5802	0.6599	0.8123
No log	2.4167	232	0.6573	0.5802	0.6573	0.8108
No log	2.4375	234	0.6311	0.6186	0.6311	0.7944
No log	2.4583	236	0.6328	0.5968	0.6328	0.7955
No log	2.4792	238	0.6762	0.5989	0.6762	0.8223
No log	2.5	240	0.8398	0.5691	0.8398	0.9164
No log	2.5208	242	0.9586	0.5152	0.9586	0.9791
No log	2.5417	244	0.9076	0.4915	0.9076	0.9527
No log	2.5625	246	0.8812	0.4915	0.8812	0.9387
No log	2.5833	248	0.7892	0.5551	0.7892	0.8884
No log	2.6042	250	0.7055	0.6104	0.7055	0.8399
No log	2.625	252	0.7326	0.5811	0.7326	0.8559
No log	2.6458	254	0.9604	0.5119	0.9604	0.9800
No log	2.6667	256	1.1813	0.4860	1.1813	1.0869
No log	2.6875	258	1.1682	0.4870	1.1682	1.0808
No log	2.7083	260	0.9108	0.5840	0.9108	0.9543
No log	2.7292	262	0.7301	0.5909	0.7301	0.8544
No log	2.75	264	0.7045	0.5997	0.7045	0.8393
No log	2.7708	266	0.7349	0.5760	0.7349	0.8573
No log	2.7917	268	0.8936	0.5449	0.8936	0.9453
No log	2.8125	270	1.1077	0.5119	1.1077	1.0525
No log	2.8333	272	1.0901	0.5378	1.0901	1.0441
No log	2.8542	274	1.0415	0.5378	1.0415	1.0205
No log	2.875	276	0.8918	0.5402	0.8918	0.9443
No log	2.8958	278	0.7644	0.5355	0.7644	0.8743
No log	2.9167	280	0.7114	0.5804	0.7114	0.8434
No log	2.9375	282	0.6608	0.6182	0.6608	0.8129
No log	2.9583	284	0.6228	0.6569	0.6228	0.7892
No log	2.9792	286	0.6103	0.6577	0.6103	0.7812
No log	3.0	288	0.6057	0.6369	0.6057	0.7783
No log	3.0208	290	0.6255	0.6777	0.6255	0.7909
No log	3.0417	292	0.6686	0.6059	0.6686	0.8177
No log	3.0625	294	0.6515	0.6777	0.6515	0.8071
No log	3.0833	296	0.6196	0.7008	0.6196	0.7871
No log	3.1042	298	0.6294	0.7210	0.6294	0.7933
No log	3.125	300	0.6396	0.7210	0.6396	0.7998
No log	3.1458	302	0.6490	0.7008	0.6490	0.8056
No log	3.1667	304	0.6865	0.6914	0.6865	0.8286
No log	3.1875	306	0.7775	0.5822	0.7775	0.8818
No log	3.2083	308	0.9298	0.5535	0.9298	0.9642
No log	3.2292	310	0.8729	0.5535	0.8729	0.9343
No log	3.25	312	0.6645	0.6511	0.6645	0.8152
No log	3.2708	314	0.5727	0.7179	0.5727	0.7568
No log	3.2917	316	0.6571	0.6777	0.6571	0.8106
No log	3.3125	318	0.6440	0.6777	0.6440	0.8025
No log	3.3333	320	0.5814	0.7171	0.5814	0.7625
No log	3.3542	322	0.6139	0.64	0.6139	0.7835
No log	3.375	324	0.6737	0.5944	0.6737	0.8208
No log	3.3958	326	0.6486	0.6956	0.6486	0.8054
No log	3.4167	328	0.6117	0.6191	0.6117	0.7821
No log	3.4375	330	0.6405	0.6176	0.6405	0.8003
No log	3.4583	332	0.6662	0.6359	0.6662	0.8162
No log	3.4792	334	0.6405	0.6857	0.6405	0.8003
No log	3.5	336	0.6162	0.6550	0.6162	0.7850
No log	3.5208	338	0.6342	0.6099	0.6342	0.7964
No log	3.5417	340	0.7087	0.5358	0.7087	0.8418
No log	3.5625	342	0.6654	0.6599	0.6654	0.8157
No log	3.5833	344	0.6213	0.64	0.6213	0.7882
No log	3.6042	346	0.6210	0.6561	0.6210	0.7880
No log	3.625	348	0.6415	0.6297	0.6415	0.8009
No log	3.6458	350	0.6802	0.5831	0.6802	0.8247
No log	3.6667	352	0.6618	0.6297	0.6618	0.8135
No log	3.6875	354	0.6508	0.6297	0.6508	0.8067
No log	3.7083	356	0.6463	0.6528	0.6463	0.8039
No log	3.7292	358	0.6393	0.6528	0.6393	0.7996
No log	3.75	360	0.6540	0.6476	0.6540	0.8087
No log	3.7708	362	0.6748	0.5873	0.6748	0.8215
No log	3.7917	364	0.6828	0.6274	0.6828	0.8263
No log	3.8125	366	0.7140	0.5486	0.7140	0.8450
No log	3.8333	368	0.7643	0.5263	0.7643	0.8742
No log	3.8542	370	0.7335	0.5408	0.7335	0.8565
No log	3.875	372	0.6730	0.6273	0.6730	0.8203
No log	3.8958	374	0.6654	0.6273	0.6654	0.8157
No log	3.9167	376	0.6764	0.6297	0.6764	0.8224
No log	3.9375	378	0.7029	0.5359	0.7029	0.8384
No log	3.9583	380	0.7203	0.5433	0.7203	0.8487
No log	3.9792	382	0.6967	0.5610	0.6967	0.8347
No log	4.0	384	0.6610	0.6273	0.6610	0.8130
No log	4.0208	386	0.6551	0.6369	0.6551	0.8094
No log	4.0417	388	0.6583	0.625	0.6583	0.8113
No log	4.0625	390	0.6891	0.6197	0.6891	0.8301
No log	4.0833	392	0.7011	0.6197	0.7011	0.8373
No log	4.1042	394	0.6709	0.6143	0.6709	0.8191
No log	4.125	396	0.6597	0.6497	0.6597	0.8122
No log	4.1458	398	0.6495	0.6597	0.6495	0.8059
No log	4.1667	400	0.6472	0.6662	0.6472	0.8045
No log	4.1875	402	0.6566	0.6297	0.6566	0.8103
No log	4.2083	404	0.6832	0.6227	0.6832	0.8266
No log	4.2292	406	0.7245	0.6009	0.7245	0.8512
No log	4.25	408	0.7239	0.6009	0.7239	0.8508
No log	4.2708	410	0.6848	0.6355	0.6848	0.8276
No log	4.2917	412	0.6550	0.6378	0.6550	0.8093
No log	4.3125	414	0.6424	0.6351	0.6424	0.8015
No log	4.3333	416	0.6271	0.6949	0.6271	0.7919
No log	4.3542	418	0.6393	0.7324	0.6393	0.7996
No log	4.375	420	0.6732	0.7109	0.6732	0.8205
No log	4.3958	422	0.6643	0.7109	0.6643	0.8150
No log	4.4167	424	0.6842	0.6938	0.6842	0.8272
No log	4.4375	426	0.6719	0.6914	0.6719	0.8197
No log	4.4583	428	0.6407	0.6518	0.6407	0.8004
No log	4.4792	430	0.6428	0.6518	0.6428	0.8017
No log	4.5	432	0.6390	0.6749	0.6390	0.7994
No log	4.5208	434	0.6352	0.6888	0.6352	0.7970
No log	4.5417	436	0.6330	0.6767	0.6330	0.7956
No log	4.5625	438	0.6301	0.6767	0.6301	0.7938
No log	4.5833	440	0.6545	0.6538	0.6545	0.8090
No log	4.6042	442	0.6743	0.6606	0.6743	0.8212
No log	4.625	444	0.6475	0.6468	0.6475	0.8047
No log	4.6458	446	0.6290	0.6767	0.6290	0.7931
No log	4.6667	448	0.6405	0.6983	0.6405	0.8003
No log	4.6875	450	0.6263	0.6983	0.6263	0.7914
No log	4.7083	452	0.6469	0.6892	0.6469	0.8043
No log	4.7292	454	0.7488	0.6466	0.7488	0.8653
No log	4.75	456	0.7796	0.6654	0.7796	0.8830
No log	4.7708	458	0.7353	0.6828	0.7353	0.8575
No log	4.7917	460	0.6724	0.6916	0.6724	0.8200
No log	4.8125	462	0.6442	0.7157	0.6442	0.8026
No log	4.8333	464	0.6570	0.6949	0.6570	0.8105
No log	4.8542	466	0.7246	0.6240	0.7246	0.8513
No log	4.875	468	0.8446	0.556	0.8446	0.9190
No log	4.8958	470	0.8565	0.556	0.8565	0.9255
No log	4.9167	472	0.8245	0.5164	0.8245	0.9080
No log	4.9375	474	0.8630	0.5278	0.8630	0.9290
No log	4.9583	476	0.9134	0.5169	0.9134	0.9557
No log	4.9792	478	0.9709	0.5401	0.9709	0.9853
No log	5.0	480	1.0286	0.5119	1.0286	1.0142
No log	5.0208	482	1.0159	0.5119	1.0159	1.0079
No log	5.0417	484	0.9497	0.5401	0.9497	0.9745
No log	5.0625	486	0.8894	0.4823	0.8894	0.9431
No log	5.0833	488	0.8146	0.5164	0.8146	0.9026
No log	5.1042	490	0.8184	0.4621	0.8184	0.9046
No log	5.125	492	0.8758	0.4957	0.8758	0.9358
No log	5.1458	494	0.8886	0.4957	0.8886	0.9427
No log	5.1667	496	0.8379	0.4474	0.8379	0.9154
No log	5.1875	498	0.8445	0.4729	0.8445	0.9190
0.383	5.2083	500	0.7990	0.5183	0.7990	0.8938
0.383	5.2292	502	0.7386	0.6676	0.7386	0.8594
0.383	5.25	504	0.7259	0.6730	0.7259	0.8520
0.383	5.2708	506	0.7213	0.6730	0.7213	0.8493
0.383	5.2917	508	0.7517	0.6125	0.7517	0.8670
0.383	5.3125	510	0.7579	0.6332	0.7579	0.8706
0.383	5.3333	512	0.7307	0.6125	0.7307	0.8548
0.383	5.3542	514	0.7096	0.6165	0.7096	0.8424
0.383	5.375	516	0.6834	0.7157	0.6834	0.8267
0.383	5.3958	518	0.7075	0.6395	0.7075	0.8411
0.383	5.4167	520	0.7821	0.6719	0.7821	0.8844
0.383	5.4375	522	0.8247	0.5844	0.8247	0.9081
0.383	5.4583	524	0.7888	0.6199	0.7888	0.8881
0.383	5.4792	526	0.7814	0.6332	0.7814	0.8840
0.383	5.5	528	0.7686	0.6165	0.7686	0.8767
0.383	5.5208	530	0.7858	0.6375	0.7858	0.8864
0.383	5.5417	532	0.8385	0.5584	0.8385	0.9157
0.383	5.5625	534	0.9337	0.5276	0.9337	0.9663
0.383	5.5833	536	1.0495	0.5	1.0495	1.0245
0.383	5.6042	538	1.0694	0.5	1.0694	1.0341
0.383	5.625	540	0.9871	0.5013	0.9871	0.9935
0.383	5.6458	542	0.8844	0.5289	0.8844	0.9404
0.383	5.6667	544	0.7831	0.5897	0.7831	0.8849
0.383	5.6875	546	0.7220	0.6730	0.7220	0.8497
0.383	5.7083	548	0.6954	0.6730	0.6954	0.8339
0.383	5.7292	550	0.6961	0.6730	0.6961	0.8343
0.383	5.75	552	0.7373	0.6332	0.7373	0.8587
0.383	5.7708	554	0.8375	0.556	0.8375	0.9151
0.383	5.7917	556	0.8906	0.5426	0.8906	0.9437
0.383	5.8125	558	0.8446	0.5428	0.8446	0.9190
0.383	5.8333	560	0.7715	0.5789	0.7715	0.8784
0.383	5.8542	562	0.7153	0.6375	0.7153	0.8458
0.383	5.875	564	0.6738	0.6870	0.6738	0.8209
0.383	5.8958	566	0.6606	0.6662	0.6606	0.8128
0.383	5.9167	568	0.6580	0.6662	0.6580	0.8112
0.383	5.9375	570	0.6584	0.6870	0.6584	0.8114
0.383	5.9583	572	0.6609	0.6932	0.6609	0.8130
0.383	5.9792	574	0.6676	0.7125	0.6676	0.8171
0.383	6.0	576	0.6626	0.7125	0.6626	0.8140
0.383	6.0208	578	0.6382	0.7258	0.6382	0.7989
0.383	6.0417	580	0.6189	0.7258	0.6189	0.7867
0.383	6.0625	582	0.6140	0.6795	0.6140	0.7836
0.383	6.0833	584	0.6146	0.7085	0.6146	0.7839
0.383	6.1042	586	0.6184	0.7258	0.6184	0.7864
0.383	6.125	588	0.6534	0.7258	0.6534	0.8084
0.383	6.1458	590	0.7340	0.5773	0.7340	0.8567
0.383	6.1667	592	0.7652	0.5362	0.7652	0.8748
0.383	6.1875	594	0.7464	0.55	0.7464	0.8639
0.383	6.2083	596	0.7229	0.6379	0.7229	0.8502
0.383	6.2292	598	0.7036	0.5921	0.7036	0.8388
0.383	6.25	600	0.6964	0.6662	0.6964	0.8345
0.383	6.2708	602	0.6964	0.6662	0.6964	0.8345
0.383	6.2917	604	0.7011	0.6662	0.7011	0.8373
0.383	6.3125	606	0.7082	0.6662	0.7082	0.8416
0.383	6.3333	608	0.7198	0.6104	0.7198	0.8484
0.383	6.3542	610	0.7319	0.5846	0.7319	0.8555
0.383	6.375	612	0.7323	0.5846	0.7323	0.8558
0.383	6.3958	614	0.7432	0.5256	0.7432	0.8621
0.383	6.4167	616	0.7520	0.5204	0.7520	0.8672
0.383	6.4375	618	0.7537	0.5146	0.7537	0.8681
0.383	6.4583	620	0.7415	0.5797	0.7415	0.8611
0.383	6.4792	622	0.7273	0.6178	0.7273	0.8528
0.383	6.5	624	0.7231	0.6178	0.7231	0.8503
0.383	6.5208	626	0.7002	0.6777	0.7002	0.8368
0.383	6.5417	628	0.6883	0.6741	0.6883	0.8296
0.383	6.5625	630	0.6711	0.7125	0.6711	0.8192
0.383	6.5833	632	0.6583	0.7125	0.6583	0.8113
0.383	6.6042	634	0.6281	0.7068	0.6281	0.7925
0.383	6.625	636	0.6208	0.6662	0.6208	0.7879
0.383	6.6458	638	0.6226	0.6662	0.6226	0.7891
0.383	6.6667	640	0.6286	0.6662	0.6286	0.7928
0.383	6.6875	642	0.6497	0.7171	0.6497	0.8061
0.383	6.7083	644	0.6632	0.7171	0.6632	0.8144
0.383	6.7292	646	0.6578	0.7171	0.6578	0.8110
0.383	6.75	648	0.6434	0.6662	0.6434	0.8021
0.383	6.7708	650	0.6491	0.6662	0.6491	0.8057
0.383	6.7917	652	0.6707	0.6518	0.6707	0.8190
0.383	6.8125	654	0.7161	0.5794	0.7161	0.8463
0.383	6.8333	656	0.7601	0.5243	0.7601	0.8719
0.383	6.8542	658	0.8175	0.5336	0.8175	0.9041
0.383	6.875	660	0.8564	0.5537	0.8564	0.9254
0.383	6.8958	662	0.8351	0.5562	0.8351	0.9138
0.383	6.9167	664	0.7960	0.5336	0.7960	0.8922
0.383	6.9375	666	0.7463	0.5291	0.7463	0.8639
0.383	6.9583	668	0.7113	0.6099	0.7113	0.8434
0.383	6.9792	670	0.7029	0.6099	0.7029	0.8384
0.383	7.0	672	0.7233	0.5610	0.7233	0.8505
0.383	7.0208	674	0.7746	0.5100	0.7746	0.8801
0.383	7.0417	676	0.8338	0.5449	0.8338	0.9131
0.383	7.0625	678	0.8794	0.5537	0.8794	0.9378
0.383	7.0833	680	0.9210	0.5401	0.9210	0.9597
0.383	7.1042	682	0.9037	0.5537	0.9037	0.9507
0.383	7.125	684	0.8581	0.5310	0.8581	0.9263
0.383	7.1458	686	0.7853	0.4746	0.7853	0.8862
0.383	7.1667	688	0.7279	0.5934	0.7279	0.8532
0.383	7.1875	690	0.7093	0.6730	0.7093	0.8422
0.383	7.2083	692	0.7158	0.6497	0.7158	0.8460
0.383	7.2292	694	0.7323	0.5934	0.7323	0.8558
0.383	7.25	696	0.7594	0.4652	0.7594	0.8714
0.383	7.2708	698	0.7779	0.5139	0.7779	0.8820
0.383	7.2917	700	0.7879	0.5586	0.7879	0.8876
0.383	7.3125	702	0.7576	0.5193	0.7576	0.8704
0.383	7.3333	704	0.7271	0.5340	0.7271	0.8527
0.383	7.3542	706	0.7130	0.6143	0.7130	0.8444
0.383	7.375	708	0.7017	0.6676	0.7017	0.8377
0.383	7.3958	710	0.7025	0.6676	0.7025	0.8382
0.383	7.4167	712	0.7028	0.6676	0.7028	0.8383
0.383	7.4375	714	0.7160	0.6622	0.7160	0.8462
0.383	7.4583	716	0.7156	0.6935	0.7156	0.8459
0.383	7.4792	718	0.7085	0.6875	0.7085	0.8417
0.383	7.5	720	0.7158	0.6538	0.7158	0.8461
0.383	7.5208	722	0.7466	0.5433	0.7466	0.8641
0.383	7.5417	724	0.7743	0.5284	0.7743	0.8800
0.383	7.5625	726	0.8046	0.5526	0.8046	0.8970
0.383	7.5833	728	0.8111	0.5978	0.8111	0.9006
0.383	7.6042	730	0.8209	0.5451	0.8209	0.9060
0.383	7.625	732	0.8125	0.5451	0.8125	0.9014
0.383	7.6458	734	0.7744	0.5965	0.7744	0.8800
0.383	7.6667	736	0.7208	0.7065	0.7208	0.8490
0.383	7.6875	738	0.6737	0.6949	0.6737	0.8208
0.383	7.7083	740	0.6524	0.7085	0.6524	0.8077
0.383	7.7292	742	0.6514	0.7085	0.6514	0.8071
0.383	7.75	744	0.6575	0.7085	0.6575	0.8108
0.383	7.7708	746	0.6741	0.7141	0.6741	0.8210
0.383	7.7917	748	0.6859	0.7141	0.6859	0.8282
0.383	7.8125	750	0.6995	0.7125	0.6995	0.8364
0.383	7.8333	752	0.7289	0.6769	0.7289	0.8538
0.383	7.8542	754	0.7507	0.6425	0.7507	0.8664
0.383	7.875	756	0.7584	0.5781	0.7584	0.8709
0.383	7.8958	758	0.7494	0.6098	0.7494	0.8657
0.383	7.9167	760	0.7372	0.6711	0.7372	0.8586
0.383	7.9375	762	0.7227	0.6497	0.7227	0.8501
0.383	7.9583	764	0.7067	0.6730	0.7067	0.8406
0.383	7.9792	766	0.6926	0.6730	0.6926	0.8322
0.383	8.0	768	0.6878	0.6949	0.6878	0.8293
0.383	8.0208	770	0.6923	0.6949	0.6923	0.8320
0.383	8.0417	772	0.7022	0.7141	0.7022	0.8380
0.383	8.0625	774	0.7322	0.6218	0.7322	0.8557
0.383	8.0833	776	0.7751	0.5743	0.7751	0.8804
0.383	8.1042	778	0.8033	0.5931	0.8033	0.8963
0.383	8.125	780	0.8076	0.604	0.8076	0.8987
0.383	8.1458	782	0.7900	0.5965	0.7900	0.8888
0.383	8.1667	784	0.7625	0.5781	0.7625	0.8732
0.383	8.1875	786	0.7283	0.5934	0.7283	0.8534
0.383	8.2083	788	0.7051	0.6351	0.7051	0.8397
0.383	8.2292	790	0.6982	0.6351	0.6982	0.8356
0.383	8.25	792	0.6885	0.6730	0.6885	0.8298
0.383	8.2708	794	0.6935	0.6351	0.6935	0.8328
0.383	8.2917	796	0.6966	0.6378	0.6966	0.8346
0.383	8.3125	798	0.7065	0.5947	0.7065	0.8405
0.383	8.3333	800	0.7254	0.5204	0.7254	0.8517
0.383	8.3542	802	0.7368	0.5583	0.7368	0.8584
0.383	8.375	804	0.7339	0.5459	0.7339	0.8567
0.383	8.3958	806	0.7175	0.5359	0.7175	0.8471
0.383	8.4167	808	0.7007	0.6378	0.7007	0.8371
0.383	8.4375	810	0.6857	0.6378	0.6857	0.8281
0.383	8.4583	812	0.6834	0.6766	0.6834	0.8267
0.383	8.4792	814	0.6821	0.6766	0.6821	0.8259
0.383	8.5	816	0.6882	0.6622	0.6882	0.8296
0.383	8.5208	818	0.6972	0.6205	0.6972	0.8350
0.383	8.5417	820	0.7074	0.6205	0.7074	0.8411
0.383	8.5625	822	0.7171	0.5785	0.7171	0.8468
0.383	8.5833	824	0.7159	0.6205	0.7159	0.8461
0.383	8.6042	826	0.7049	0.6589	0.7049	0.8396
0.383	8.625	828	0.6907	0.6730	0.6907	0.8311
0.383	8.6458	830	0.6852	0.6730	0.6852	0.8278
0.383	8.6667	832	0.6831	0.6730	0.6831	0.8265
0.383	8.6875	834	0.6849	0.6730	0.6849	0.8276
0.383	8.7083	836	0.6861	0.6730	0.6861	0.8283
0.383	8.7292	838	0.6892	0.6730	0.6892	0.8302
0.383	8.75	840	0.6906	0.6730	0.6906	0.8311
0.383	8.7708	842	0.6993	0.6730	0.6993	0.8362
0.383	8.7917	844	0.7049	0.6730	0.7049	0.8396
0.383	8.8125	846	0.7064	0.6730	0.7064	0.8405
0.383	8.8333	848	0.7138	0.6622	0.7138	0.8449
0.383	8.8542	850	0.7237	0.6205	0.7237	0.8507
0.383	8.875	852	0.7294	0.5785	0.7294	0.8540
0.383	8.8958	854	0.7341	0.5636	0.7341	0.8568
0.383	8.9167	856	0.7364	0.5486	0.7364	0.8582
0.383	8.9375	858	0.7331	0.5486	0.7331	0.8562
0.383	8.9583	860	0.7240	0.5785	0.7240	0.8509
0.383	8.9792	862	0.7209	0.5785	0.7209	0.8490
0.383	9.0	864	0.7135	0.6622	0.7135	0.8447
0.383	9.0208	866	0.7050	0.6589	0.7050	0.8397
0.383	9.0417	868	0.7051	0.6589	0.7051	0.8397
0.383	9.0625	870	0.6968	0.6730	0.6968	0.8348
0.383	9.0833	872	0.6923	0.6730	0.6923	0.8321
0.383	9.1042	874	0.6880	0.6730	0.6880	0.8295
0.383	9.125	876	0.6902	0.6730	0.6902	0.8308
0.383	9.1458	878	0.6925	0.6730	0.6925	0.8321
0.383	9.1667	880	0.6969	0.6730	0.6969	0.8348
0.383	9.1875	882	0.7027	0.6184	0.7027	0.8383
0.383	9.2083	884	0.7089	0.6184	0.7089	0.8420
0.383	9.2292	886	0.7142	0.6041	0.7142	0.8451
0.383	9.25	888	0.7168	0.6041	0.7168	0.8466
0.383	9.2708	890	0.7236	0.5632	0.7236	0.8506
0.383	9.2917	892	0.7349	0.5486	0.7349	0.8573
0.383	9.3125	894	0.7478	0.5047	0.7478	0.8648
0.383	9.3333	896	0.7622	0.5047	0.7622	0.8731
0.383	9.3542	898	0.7804	0.5307	0.7804	0.8834
0.383	9.375	900	0.7900	0.5645	0.7900	0.8888
0.383	9.3958	902	0.7923	0.5874	0.7923	0.8901
0.383	9.4167	904	0.7910	0.5874	0.7910	0.8894
0.383	9.4375	906	0.7931	0.5874	0.7931	0.8906
0.383	9.4583	908	0.7982	0.5874	0.7982	0.8934
0.383	9.4792	910	0.7968	0.5874	0.7968	0.8927
0.383	9.5	912	0.7914	0.5874	0.7914	0.8896
0.383	9.5208	914	0.7882	0.5757	0.7882	0.8878
0.383	9.5417	916	0.7835	0.5757	0.7835	0.8851
0.383	9.5625	918	0.7788	0.5789	0.7788	0.8825
0.383	9.5833	920	0.7712	0.5701	0.7712	0.8782
0.383	9.6042	922	0.7626	0.5459	0.7626	0.8733
0.383	9.625	924	0.7594	0.5459	0.7594	0.8714
0.383	9.6458	926	0.7568	0.5204	0.7568	0.8700
0.383	9.6667	928	0.7528	0.5204	0.7528	0.8676
0.383	9.6875	930	0.7495	0.5204	0.7495	0.8657
0.383	9.7083	932	0.7448	0.5204	0.7448	0.8630
0.383	9.7292	934	0.7402	0.5486	0.7402	0.8603
0.383	9.75	936	0.7368	0.5487	0.7368	0.8584
0.383	9.7708	938	0.7337	0.5487	0.7337	0.8565
0.383	9.7917	940	0.7319	0.5487	0.7319	0.8555
0.383	9.8125	942	0.7316	0.5487	0.7316	0.8553
0.383	9.8333	944	0.7295	0.5487	0.7295	0.8541
0.383	9.8542	946	0.7272	0.5487	0.7272	0.8528
0.383	9.875	948	0.7259	0.5487	0.7259	0.8520
0.383	9.8958	950	0.7258	0.5487	0.7258	0.8519
0.383	9.9167	952	0.7260	0.5487	0.7260	0.8521
0.383	9.9375	954	0.7267	0.5487	0.7267	0.8525
0.383	9.9583	956	0.7273	0.5487	0.7273	0.8528
0.383	9.9792	958	0.7280	0.5487	0.7280	0.8532
0.383	10.0	960	0.7283	0.5487	0.7283	0.8534

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: Dec 4, 2024
Updated: Dec 4, 2024