ASAP_FineTuningBERT_Aug_k15_task1_organization_fold2

MayBashendy/ASAP_FineTuningBERT_Aug_k15_task1_organization_fold2

ASAP_FineTuningBERT_Aug_k15_task1_organization_fold2 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. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Classification
Library: transformers
License: apache-2.0
Model type: bert
Access: Public
Created: Nov 6, 2024
Updated: Nov 6, 2024
SHA: 778e515d

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Base models

Model card

From the Hugging Face model README

ASAP_FineTuningBERT_Aug_k15_task1_organization_fold2

This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.4522
Qwk: 0.6077
Mse: 0.4522
Rmse: 0.6725

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: 32
eval_batch_size: 32
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	0.0079	2	11.1180	0.0	11.1180	3.3344
No log	0.0158	4	8.8554	0.0100	8.8554	2.9758
No log	0.0237	6	7.4444	-0.0001	7.4444	2.7284
No log	0.0316	8	5.8104	0.0017	5.8104	2.4105
No log	0.0395	10	4.8709	0.0018	4.8709	2.2070
No log	0.0474	12	3.9938	0.0223	3.9938	1.9985
No log	0.0553	14	3.1462	0.0115	3.1462	1.7738
No log	0.0632	16	2.4914	0.0099	2.4914	1.5784
No log	0.0711	18	1.9095	0.0078	1.9095	1.3818
No log	0.0791	20	1.5392	0.0221	1.5392	1.2406
No log	0.0870	22	1.1809	0.0855	1.1809	1.0867
No log	0.0949	24	1.1407	0.0325	1.1407	1.0680
No log	0.1028	26	0.8423	0.0280	0.8423	0.9178
No log	0.1107	28	0.8452	0.0590	0.8452	0.9194
No log	0.1186	30	0.8015	0.0501	0.8015	0.8953
No log	0.1265	32	0.7324	0.0472	0.7324	0.8558
No log	0.1344	34	0.8563	0.1008	0.8563	0.9254
No log	0.1423	36	0.8882	0.0213	0.8882	0.9425
No log	0.1502	38	1.1206	0.0230	1.1206	1.0586
No log	0.1581	40	0.6985	0.0577	0.6985	0.8358
No log	0.1660	42	0.6543	0.0740	0.6543	0.8089
No log	0.1739	44	0.8206	0.0243	0.8206	0.9059
No log	0.1818	46	1.0315	0.0107	1.0315	1.0156
No log	0.1897	48	0.8413	0.0107	0.8413	0.9172
No log	0.1976	50	0.7744	0.0887	0.7744	0.8800
No log	0.2055	52	0.8126	0.0947	0.8126	0.9015
No log	0.2134	54	0.6932	0.0398	0.6932	0.8326
No log	0.2213	56	0.8326	0.1268	0.8326	0.9125
No log	0.2292	58	0.8649	0.0127	0.8649	0.9300
No log	0.2372	60	1.0198	0.0107	1.0198	1.0098
No log	0.2451	62	0.8122	0.0280	0.8122	0.9012
No log	0.2530	64	0.7592	0.0475	0.7592	0.8713
No log	0.2609	66	0.7210	0.0475	0.7210	0.8491
No log	0.2688	68	0.7172	0.1154	0.7172	0.8469
No log	0.2767	70	0.6849	0.0897	0.6849	0.8276
No log	0.2846	72	0.7458	0.0449	0.7458	0.8636
No log	0.2925	74	0.8503	0.0213	0.8503	0.9221
No log	0.3004	76	0.7873	0.0345	0.7873	0.8873
No log	0.3083	78	0.6665	0.0873	0.6665	0.8164
No log	0.3162	80	0.7062	0.1182	0.7062	0.8404
No log	0.3241	82	0.7472	0.1437	0.7472	0.8644
No log	0.3320	84	0.8115	0.1662	0.8115	0.9008
No log	0.3399	86	0.7151	0.1154	0.7151	0.8456
No log	0.3478	88	0.6424	0.0956	0.6424	0.8015
No log	0.3557	90	0.7271	0.0411	0.7271	0.8527
No log	0.3636	92	0.7434	0.0411	0.7434	0.8622
No log	0.3715	94	0.7575	0.0665	0.7575	0.8704
No log	0.3794	96	0.7817	0.0727	0.7817	0.8841
No log	0.3874	98	0.7763	0.0727	0.7763	0.8811
No log	0.3953	100	0.7596	0.0752	0.7596	0.8716
No log	0.4032	102	0.7504	0.1118	0.7504	0.8663
No log	0.4111	104	0.7844	0.1351	0.7844	0.8857
No log	0.4190	106	0.6776	0.1239	0.6776	0.8232
No log	0.4269	108	0.6209	0.1184	0.6209	0.7880
No log	0.4348	110	0.6621	0.0958	0.6621	0.8137
No log	0.4427	112	0.6782	0.0863	0.6782	0.8235
No log	0.4506	114	0.6559	0.1125	0.6559	0.8099
No log	0.4585	116	0.6392	0.1494	0.6392	0.7995
No log	0.4664	118	0.6086	0.1420	0.6086	0.7801
No log	0.4743	120	0.5948	0.1380	0.5948	0.7712
No log	0.4822	122	0.5924	0.1415	0.5924	0.7697
No log	0.4901	124	0.5818	0.1666	0.5818	0.7628
No log	0.4980	126	0.7911	0.1052	0.7911	0.8894
No log	0.5059	128	0.8067	0.0883	0.8067	0.8982
No log	0.5138	130	0.5993	0.1697	0.5993	0.7741
No log	0.5217	132	0.9196	0.2188	0.9196	0.9590
No log	0.5296	134	1.1076	0.1774	1.1076	1.0524
No log	0.5375	136	0.5859	0.2819	0.5859	0.7654
No log	0.5455	138	0.7250	0.0806	0.7250	0.8514
No log	0.5534	140	0.9199	0.0345	0.9199	0.9591
No log	0.5613	142	0.8587	0.0317	0.8587	0.9267
No log	0.5692	144	0.6543	0.1316	0.6543	0.8089
No log	0.5771	146	0.5628	0.2736	0.5628	0.7502
No log	0.5850	148	0.5638	0.1626	0.5638	0.7509
No log	0.5929	150	0.5990	0.1349	0.5990	0.7739
No log	0.6008	152	0.6258	0.1780	0.6258	0.7911
No log	0.6087	154	0.5686	0.3487	0.5686	0.7541
No log	0.6166	156	0.5342	0.4438	0.5342	0.7309
No log	0.6245	158	0.5834	0.5148	0.5834	0.7638
No log	0.6324	160	0.5614	0.5151	0.5614	0.7493
No log	0.6403	162	0.5005	0.4892	0.5005	0.7075
No log	0.6482	164	0.5194	0.3723	0.5194	0.7207
No log	0.6561	166	0.5055	0.4489	0.5055	0.7110
No log	0.6640	168	0.4931	0.4641	0.4931	0.7022
No log	0.6719	170	0.4983	0.4595	0.4983	0.7059
No log	0.6798	172	0.5296	0.4963	0.5296	0.7277
No log	0.6877	174	0.7216	0.1415	0.7216	0.8494
No log	0.6957	176	0.7644	0.2075	0.7644	0.8743
No log	0.7036	178	0.6971	0.4926	0.6971	0.8349
No log	0.7115	180	0.5395	0.5178	0.5395	0.7345
No log	0.7194	182	0.4686	0.4529	0.4686	0.6846
No log	0.7273	184	0.5198	0.3411	0.5198	0.7210
No log	0.7352	186	0.4998	0.3479	0.4998	0.7070
No log	0.7431	188	0.5874	0.4936	0.5874	0.7664
No log	0.7510	190	0.7615	0.4254	0.7615	0.8726
No log	0.7589	192	0.8738	0.3335	0.8738	0.9348
No log	0.7668	194	0.8269	0.3315	0.8269	0.9094
No log	0.7747	196	0.7485	0.4430	0.7485	0.8652
No log	0.7826	198	0.5908	0.5091	0.5908	0.7687
No log	0.7905	200	0.5275	0.3971	0.5275	0.7263
No log	0.7984	202	0.7637	0.2530	0.7637	0.8739
No log	0.8063	204	0.8079	0.2471	0.8079	0.8988
No log	0.8142	206	0.4844	0.4780	0.4844	0.6960
No log	0.8221	208	0.5027	0.5221	0.5027	0.7090
No log	0.8300	210	0.5776	0.5187	0.5776	0.7600
No log	0.8379	212	0.6750	0.5051	0.6750	0.8216
No log	0.8458	214	0.5884	0.5477	0.5884	0.7671
No log	0.8538	216	0.4704	0.4328	0.4704	0.6858
No log	0.8617	218	0.5203	0.3375	0.5203	0.7213
No log	0.8696	220	0.5021	0.3808	0.5021	0.7086
No log	0.8775	222	0.4661	0.5213	0.4661	0.6827
No log	0.8854	224	0.6376	0.5195	0.6376	0.7985
No log	0.8933	226	0.6680	0.5141	0.6680	0.8173
No log	0.9012	228	0.6363	0.5195	0.6363	0.7977
No log	0.9091	230	0.5539	0.5378	0.5539	0.7442
No log	0.9170	232	0.4653	0.5137	0.4653	0.6821
No log	0.9249	234	0.4830	0.4464	0.4830	0.6950
No log	0.9328	236	0.5633	0.4159	0.5633	0.7505
No log	0.9407	238	0.4755	0.4843	0.4755	0.6895
No log	0.9486	240	0.5107	0.5446	0.5107	0.7146
No log	0.9565	242	0.6083	0.5468	0.6083	0.7800
No log	0.9644	244	0.6239	0.5396	0.6239	0.7899
No log	0.9723	246	0.5546	0.5666	0.5546	0.7447
No log	0.9802	248	0.4434	0.5339	0.4434	0.6659
No log	0.9881	250	0.4936	0.4704	0.4936	0.7025
No log	0.9960	252	0.4768	0.4818	0.4768	0.6905
No log	1.0040	254	0.4506	0.5378	0.4506	0.6713
No log	1.0119	256	0.5894	0.5413	0.5894	0.7678
No log	1.0198	258	0.6571	0.5118	0.6571	0.8106
No log	1.0277	260	0.5479	0.5634	0.5479	0.7402
No log	1.0356	262	0.4694	0.5781	0.4694	0.6851
No log	1.0435	264	0.4239	0.5461	0.4239	0.6511
No log	1.0514	266	0.4087	0.5469	0.4087	0.6393
No log	1.0593	268	0.4139	0.5843	0.4139	0.6433
No log	1.0672	270	0.4936	0.6113	0.4936	0.7026
No log	1.0751	272	0.6561	0.5674	0.6561	0.8100
No log	1.0830	274	0.7027	0.5509	0.7027	0.8383
No log	1.0909	276	0.7438	0.5289	0.7438	0.8624
No log	1.0988	278	0.7503	0.5388	0.7503	0.8662
No log	1.1067	280	0.7104	0.5455	0.7104	0.8428
No log	1.1146	282	0.5827	0.5940	0.5827	0.7634
No log	1.1225	284	0.4272	0.5957	0.4272	0.6536
No log	1.1304	286	0.3892	0.5746	0.3892	0.6239
No log	1.1383	288	0.4310	0.5965	0.4310	0.6565
No log	1.1462	290	0.4112	0.5691	0.4112	0.6412
No log	1.1542	292	0.4070	0.5414	0.4070	0.6379
No log	1.1621	294	0.4760	0.4723	0.4760	0.6899
No log	1.1700	296	0.4381	0.4777	0.4381	0.6619
No log	1.1779	298	0.4011	0.5379	0.4011	0.6333
No log	1.1858	300	0.5689	0.5869	0.5689	0.7543
No log	1.1937	302	0.7906	0.4581	0.7906	0.8892
No log	1.2016	304	0.8164	0.4076	0.8164	0.9036
No log	1.2095	306	0.6896	0.4778	0.6896	0.8304
No log	1.2174	308	0.5456	0.4627	0.5456	0.7387
No log	1.2253	310	0.4858	0.4675	0.4858	0.6970
No log	1.2332	312	0.4346	0.5369	0.4346	0.6593
No log	1.2411	314	0.4586	0.5869	0.4586	0.6772
No log	1.2490	316	0.4720	0.5965	0.4720	0.6870
No log	1.2569	318	0.4390	0.5820	0.4390	0.6625
No log	1.2648	320	0.4240	0.5208	0.4240	0.6511
No log	1.2727	322	0.4147	0.5308	0.4147	0.6440
No log	1.2806	324	0.4709	0.5982	0.4709	0.6863
No log	1.2885	326	0.6883	0.5307	0.6883	0.8297
No log	1.2964	328	0.6638	0.5094	0.6638	0.8148
No log	1.3043	330	0.5779	0.5130	0.5779	0.7602
No log	1.3123	332	0.5200	0.5513	0.5200	0.7211
No log	1.3202	334	0.5163	0.5905	0.5163	0.7186
No log	1.3281	336	0.4484	0.5989	0.4484	0.6696
No log	1.3360	338	0.3970	0.5354	0.3970	0.6301
No log	1.3439	340	0.3951	0.5383	0.3951	0.6286
No log	1.3518	342	0.4420	0.5974	0.4420	0.6649
No log	1.3597	344	0.4881	0.6066	0.4881	0.6986
No log	1.3676	346	0.4217	0.5556	0.4217	0.6494
No log	1.3755	348	0.4217	0.4680	0.4217	0.6494
No log	1.3834	350	0.4229	0.4603	0.4229	0.6503
No log	1.3913	352	0.4500	0.5429	0.4500	0.6708
No log	1.3992	354	0.5244	0.5957	0.5244	0.7242
No log	1.4071	356	0.5263	0.5880	0.5263	0.7255
No log	1.4150	358	0.4639	0.5949	0.4639	0.6811
No log	1.4229	360	0.4036	0.5520	0.4036	0.6353
No log	1.4308	362	0.4037	0.5528	0.4037	0.6354
No log	1.4387	364	0.4139	0.5452	0.4139	0.6434
No log	1.4466	366	0.4945	0.5834	0.4945	0.7032
No log	1.4545	368	0.5014	0.5934	0.5014	0.7081
No log	1.4625	370	0.4188	0.5749	0.4188	0.6472
No log	1.4704	372	0.4232	0.5710	0.4232	0.6506
No log	1.4783	374	0.4542	0.5960	0.4542	0.6740
No log	1.4862	376	0.4835	0.6109	0.4835	0.6953
No log	1.4941	378	0.4250	0.5821	0.4250	0.6519
No log	1.5020	380	0.4399	0.5944	0.4399	0.6633
No log	1.5099	382	0.5864	0.6045	0.5864	0.7658
No log	1.5178	384	0.6981	0.5683	0.6981	0.8355
No log	1.5257	386	0.5945	0.5465	0.5945	0.7711
No log	1.5336	388	0.5638	0.5307	0.5638	0.7508
No log	1.5415	390	0.6228	0.5285	0.6228	0.7892
No log	1.5494	392	0.6303	0.5425	0.6303	0.7939
No log	1.5573	394	0.5134	0.5351	0.5134	0.7165
No log	1.5652	396	0.4904	0.5300	0.4904	0.7003
No log	1.5731	398	0.5405	0.5452	0.5405	0.7352
No log	1.5810	400	0.5916	0.5757	0.5916	0.7691
No log	1.5889	402	0.6322	0.5934	0.6322	0.7951
No log	1.5968	404	0.6571	0.5994	0.6571	0.8106
No log	1.6047	406	0.7037	0.6028	0.7037	0.8389
No log	1.6126	408	0.5693	0.5938	0.5693	0.7546
No log	1.6206	410	0.4276	0.6059	0.4276	0.6539
No log	1.6285	412	0.4192	0.5688	0.4192	0.6474
No log	1.6364	414	0.4681	0.6310	0.4681	0.6842
No log	1.6443	416	0.7552	0.6142	0.7552	0.8690
No log	1.6522	418	0.9007	0.5348	0.9007	0.9490
No log	1.6601	420	0.7814	0.4741	0.7814	0.8840
No log	1.6680	422	0.6191	0.4371	0.6191	0.7868
No log	1.6759	424	0.5814	0.4387	0.5814	0.7625
No log	1.6838	426	0.5699	0.5317	0.5699	0.7549
No log	1.6917	428	0.6080	0.5977	0.6080	0.7797
No log	1.6996	430	0.5155	0.6448	0.5155	0.7180
No log	1.7075	432	0.4274	0.5672	0.4274	0.6537
No log	1.7154	434	0.4046	0.5480	0.4046	0.6361
No log	1.7233	436	0.4324	0.5754	0.4324	0.6576
No log	1.7312	438	0.5670	0.6437	0.5670	0.7530
No log	1.7391	440	0.5133	0.6372	0.5133	0.7164
No log	1.7470	442	0.4908	0.6373	0.4908	0.7006
No log	1.7549	444	0.4478	0.6171	0.4478	0.6692
No log	1.7628	446	0.5148	0.6232	0.5148	0.7175
No log	1.7708	448	0.4820	0.6335	0.4820	0.6943
No log	1.7787	450	0.4261	0.5828	0.4261	0.6528
No log	1.7866	452	0.3988	0.5298	0.3988	0.6315
No log	1.7945	454	0.4144	0.5128	0.4144	0.6438
No log	1.8024	456	0.3995	0.5324	0.3995	0.6321
No log	1.8103	458	0.4618	0.6013	0.4618	0.6796
No log	1.8182	460	0.5337	0.6305	0.5337	0.7306
No log	1.8261	462	0.4712	0.6280	0.4712	0.6865
No log	1.8340	464	0.4136	0.5791	0.4136	0.6431
No log	1.8419	466	0.4191	0.5800	0.4191	0.6474
No log	1.8498	468	0.5020	0.6372	0.5020	0.7085
No log	1.8577	470	0.5411	0.6189	0.5411	0.7356
No log	1.8656	472	0.4906	0.5594	0.4906	0.7004
No log	1.8735	474	0.4750	0.5199	0.4750	0.6892
No log	1.8814	476	0.5252	0.5714	0.5252	0.7247
No log	1.8893	478	0.6106	0.5924	0.6106	0.7814
No log	1.8972	480	0.5541	0.6384	0.5541	0.7444
No log	1.9051	482	0.4232	0.5351	0.4232	0.6506
No log	1.9130	484	0.4282	0.4802	0.4282	0.6543
No log	1.9209	486	0.4865	0.4475	0.4865	0.6975
No log	1.9289	488	0.4240	0.5037	0.4240	0.6511
No log	1.9368	490	0.4339	0.5890	0.4339	0.6587
No log	1.9447	492	0.6833	0.6730	0.6833	0.8266
No log	1.9526	494	0.7652	0.6339	0.7652	0.8748
No log	1.9605	496	0.6082	0.5873	0.6082	0.7798
No log	1.9684	498	0.4645	0.5415	0.4645	0.6816
0.5512	1.9763	500	0.4449	0.4927	0.4449	0.6670
0.5512	1.9842	502	0.4426	0.5024	0.4426	0.6653
0.5512	1.9921	504	0.4320	0.5261	0.4320	0.6573
0.5512	2.0	506	0.4387	0.5667	0.4387	0.6623
0.5512	2.0079	508	0.4106	0.5626	0.4106	0.6407
0.5512	2.0158	510	0.4014	0.5091	0.4014	0.6336
0.5512	2.0237	512	0.4088	0.5552	0.4088	0.6394
0.5512	2.0316	514	0.4799	0.6439	0.4799	0.6928
0.5512	2.0395	516	0.4601	0.6153	0.4601	0.6783
0.5512	2.0474	518	0.4425	0.5910	0.4425	0.6652
0.5512	2.0553	520	0.5131	0.6299	0.5131	0.7163
0.5512	2.0632	522	0.6772	0.6521	0.6772	0.8229
0.5512	2.0711	524	0.6134	0.6353	0.6134	0.7832
0.5512	2.0791	526	0.4526	0.5518	0.4526	0.6727
0.5512	2.0870	528	0.4609	0.4224	0.4609	0.6789
0.5512	2.0949	530	0.4817	0.3917	0.4817	0.6941
0.5512	2.1028	532	0.4413	0.4546	0.4413	0.6643
0.5512	2.1107	534	0.5110	0.5795	0.5110	0.7149
0.5512	2.1186	536	0.7595	0.6473	0.7595	0.8715
0.5512	2.1265	538	0.7725	0.6674	0.7725	0.8789
0.5512	2.1344	540	0.5871	0.6637	0.5871	0.7662
0.5512	2.1423	542	0.4007	0.5987	0.4007	0.6330
0.5512	2.1502	544	0.4124	0.5036	0.4124	0.6421
0.5512	2.1581	546	0.4176	0.4964	0.4176	0.6462
0.5512	2.1660	548	0.3860	0.5281	0.3860	0.6213
0.5512	2.1739	550	0.3936	0.5644	0.3936	0.6274
0.5512	2.1818	552	0.5139	0.6440	0.5139	0.7169
0.5512	2.1897	554	0.5620	0.6318	0.5620	0.7497
0.5512	2.1976	556	0.4917	0.6137	0.4917	0.7012
0.5512	2.2055	558	0.4288	0.5673	0.4288	0.6548
0.5512	2.2134	560	0.4480	0.5934	0.4480	0.6693
0.5512	2.2213	562	0.4113	0.5923	0.4113	0.6413
0.5512	2.2292	564	0.4077	0.6104	0.4077	0.6385
0.5512	2.2372	566	0.4177	0.5528	0.4177	0.6463
0.5512	2.2451	568	0.4445	0.5639	0.4445	0.6667
0.5512	2.2530	570	0.4433	0.6255	0.4433	0.6658
0.5512	2.2609	572	0.4659	0.6646	0.4660	0.6826
0.5512	2.2688	574	0.5759	0.6395	0.5759	0.7589
0.5512	2.2767	576	0.5536	0.5806	0.5536	0.7440
0.5512	2.2846	578	0.4960	0.5559	0.4960	0.7043
0.5512	2.2925	580	0.4940	0.5441	0.4940	0.7029
0.5512	2.3004	582	0.5156	0.5571	0.5156	0.7181
0.5512	2.3083	584	0.6208	0.5682	0.6208	0.7879
0.5512	2.3162	586	0.6613	0.5837	0.6613	0.8132
0.5512	2.3241	588	0.5371	0.6179	0.5371	0.7329
0.5512	2.3320	590	0.5091	0.6594	0.5091	0.7135
0.5512	2.3399	592	0.4528	0.6450	0.4528	0.6729
0.5512	2.3478	594	0.4144	0.5981	0.4144	0.6438
0.5512	2.3557	596	0.4389	0.6113	0.4389	0.6625
0.5512	2.3636	598	0.5032	0.6629	0.5032	0.7094
0.5512	2.3715	600	0.4852	0.6392	0.4852	0.6966
0.5512	2.3794	602	0.4399	0.5575	0.4399	0.6632
0.5512	2.3874	604	0.4418	0.5774	0.4418	0.6647
0.5512	2.3953	606	0.5597	0.6599	0.5597	0.7481
0.5512	2.4032	608	0.5915	0.6734	0.5915	0.7691
0.5512	2.4111	610	0.4874	0.6666	0.4874	0.6981
0.5512	2.4190	612	0.4700	0.6690	0.4700	0.6856
0.5512	2.4269	614	0.5037	0.6839	0.5037	0.7097
0.5512	2.4348	616	0.4607	0.6577	0.4607	0.6787
0.5512	2.4427	618	0.5299	0.6864	0.5299	0.7279
0.5512	2.4506	620	0.5626	0.6830	0.5626	0.7501
0.5512	2.4585	622	0.6279	0.6797	0.6279	0.7924
0.5512	2.4664	624	0.5124	0.6409	0.5124	0.7158
0.5512	2.4743	626	0.4783	0.5898	0.4783	0.6916
0.5512	2.4822	628	0.5317	0.5897	0.5317	0.7292
0.5512	2.4901	630	0.5256	0.5727	0.5256	0.7250
0.5512	2.4980	632	0.4982	0.5608	0.4982	0.7059
0.5512	2.5059	634	0.5822	0.6235	0.5822	0.7630
0.5512	2.5138	636	0.5851	0.6660	0.5851	0.7649
0.5512	2.5217	638	0.5248	0.6737	0.5248	0.7244
0.5512	2.5296	640	0.4602	0.6445	0.4602	0.6784
0.5512	2.5375	642	0.5127	0.6801	0.5127	0.7160
0.5512	2.5455	644	0.4958	0.6596	0.4958	0.7041
0.5512	2.5534	646	0.4474	0.6209	0.4474	0.6689
0.5512	2.5613	648	0.4384	0.6052	0.4384	0.6621
0.5512	2.5692	650	0.4398	0.5804	0.4398	0.6632
0.5512	2.5771	652	0.4334	0.5580	0.4334	0.6584
0.5512	2.5850	654	0.4271	0.5632	0.4271	0.6535
0.5512	2.5929	656	0.4470	0.6232	0.4470	0.6686
0.5512	2.6008	658	0.4306	0.5892	0.4306	0.6562
0.5512	2.6087	660	0.4469	0.5840	0.4469	0.6685
0.5512	2.6166	662	0.4584	0.5721	0.4584	0.6771
0.5512	2.6245	664	0.5497	0.6227	0.5497	0.7414
0.5512	2.6324	666	0.6042	0.6308	0.6042	0.7773
0.5512	2.6403	668	0.5302	0.5922	0.5302	0.7281
0.5512	2.6482	670	0.5452	0.6100	0.5452	0.7384
0.5512	2.6561	672	0.5555	0.6248	0.5555	0.7453
0.5512	2.6640	674	0.5431	0.6414	0.5431	0.7369
0.5512	2.6719	676	0.6401	0.6754	0.6401	0.8001
0.5512	2.6798	678	0.6407	0.6805	0.6407	0.8004
0.5512	2.6877	680	0.5836	0.6820	0.5836	0.7640
0.5512	2.6957	682	0.5186	0.6729	0.5186	0.7202
0.5512	2.7036	684	0.4501	0.6250	0.4501	0.6709
0.5512	2.7115	686	0.4074	0.5669	0.4074	0.6383
0.5512	2.7194	688	0.4268	0.5936	0.4268	0.6533
0.5512	2.7273	690	0.5911	0.6461	0.5911	0.7688
0.5512	2.7352	692	0.6554	0.6414	0.6554	0.8096
0.5512	2.7431	694	0.5716	0.6354	0.5716	0.7560
0.5512	2.7510	696	0.4425	0.6073	0.4425	0.6652
0.5512	2.7589	698	0.4697	0.6086	0.4697	0.6853
0.5512	2.7668	700	0.6512	0.6081	0.6512	0.8070
0.5512	2.7747	702	0.7097	0.5985	0.7097	0.8424
0.5512	2.7826	704	0.6381	0.5845	0.6381	0.7988
0.5512	2.7905	706	0.6589	0.5862	0.6589	0.8118
0.5512	2.7984	708	0.6002	0.6010	0.6002	0.7747
0.5512	2.8063	710	0.5577	0.6251	0.5577	0.7468
0.5512	2.8142	712	0.4979	0.6176	0.4979	0.7056
0.5512	2.8221	714	0.4178	0.5600	0.4178	0.6464
0.5512	2.8300	716	0.4223	0.5505	0.4223	0.6498
0.5512	2.8379	718	0.4408	0.6097	0.4408	0.6639
0.5512	2.8458	720	0.4751	0.6027	0.4751	0.6893
0.5512	2.8538	722	0.4333	0.5254	0.4333	0.6582
0.5512	2.8617	724	0.4399	0.4813	0.4399	0.6633
0.5512	2.8696	726	0.4410	0.4790	0.4410	0.6641
0.5512	2.8775	728	0.4758	0.5530	0.4758	0.6897
0.5512	2.8854	730	0.6343	0.6394	0.6343	0.7965
0.5512	2.8933	732	0.6501	0.6405	0.6501	0.8063
0.5512	2.9012	734	0.5351	0.6274	0.5351	0.7315
0.5512	2.9091	736	0.4765	0.6056	0.4765	0.6903
0.5512	2.9170	738	0.4431	0.5905	0.4431	0.6657
0.5512	2.9249	740	0.5081	0.6508	0.5081	0.7128
0.5512	2.9328	742	0.5646	0.6943	0.5646	0.7514
0.5512	2.9407	744	0.5107	0.6909	0.5107	0.7146
0.5512	2.9486	746	0.4697	0.6716	0.4697	0.6853
0.5512	2.9565	748	0.4456	0.6681	0.4456	0.6676
0.5512	2.9644	750	0.4273	0.5801	0.4273	0.6537
0.5512	2.9723	752	0.4691	0.5377	0.4691	0.6849
0.5512	2.9802	754	0.4198	0.5771	0.4198	0.6480
0.5512	2.9881	756	0.4448	0.6543	0.4448	0.6669
0.5512	2.9960	758	0.4658	0.6738	0.4658	0.6825
0.5512	3.0040	760	0.4424	0.6434	0.4424	0.6651
0.5512	3.0119	762	0.4868	0.6762	0.4868	0.6977
0.5512	3.0198	764	0.6962	0.6880	0.6962	0.8344
0.5512	3.0277	766	0.9104	0.6336	0.9104	0.9541
0.5512	3.0356	768	0.9524	0.6232	0.9524	0.9759
0.5512	3.0435	770	0.7397	0.6254	0.7397	0.8601
0.5512	3.0514	772	0.6365	0.5813	0.6365	0.7978
0.5512	3.0593	774	0.6859	0.5789	0.6859	0.8282
0.5512	3.0672	776	0.6147	0.5472	0.6147	0.7840
0.5512	3.0751	778	0.5192	0.4643	0.5192	0.7206
0.5512	3.0830	780	0.5019	0.4710	0.5019	0.7084
0.5512	3.0909	782	0.5502	0.5904	0.5502	0.7418
0.5512	3.0988	784	0.6608	0.6548	0.6608	0.8129
0.5512	3.1067	786	0.5521	0.6489	0.5521	0.7431
0.5512	3.1146	788	0.4428	0.5699	0.4428	0.6654
0.5512	3.1225	790	0.5333	0.4869	0.5333	0.7303
0.5512	3.1304	792	0.4854	0.5190	0.4854	0.6967
0.5512	3.1383	794	0.4656	0.6381	0.4656	0.6823
0.5512	3.1462	796	0.6275	0.6780	0.6275	0.7922
0.5512	3.1542	798	0.5990	0.6716	0.5990	0.7740
0.5512	3.1621	800	0.5026	0.6114	0.5026	0.7089
0.5512	3.1700	802	0.4510	0.5583	0.4510	0.6715
0.5512	3.1779	804	0.4615	0.5324	0.4615	0.6793
0.5512	3.1858	806	0.5519	0.6224	0.5519	0.7429
0.5512	3.1937	808	0.5912	0.6169	0.5912	0.7689
0.5512	3.2016	810	0.5391	0.6255	0.5391	0.7342
0.5512	3.2095	812	0.5096	0.6452	0.5096	0.7138
0.5512	3.2174	814	0.4898	0.6629	0.4898	0.6998
0.5512	3.2253	816	0.4875	0.6633	0.4875	0.6982
0.5512	3.2332	818	0.5532	0.6790	0.5532	0.7438
0.5512	3.2411	820	0.5048	0.6620	0.5048	0.7105
0.5512	3.2490	822	0.4693	0.6029	0.4693	0.6851
0.5512	3.2569	824	0.4529	0.6360	0.4529	0.6730
0.5512	3.2648	826	0.5432	0.6832	0.5432	0.7370
0.5512	3.2727	828	0.5902	0.6728	0.5902	0.7683
0.5512	3.2806	830	0.6063	0.6303	0.6063	0.7787
0.5512	3.2885	832	0.5648	0.5669	0.5648	0.7516
0.5512	3.2964	834	0.5811	0.5402	0.5811	0.7623
0.5512	3.3043	836	0.7367	0.5410	0.7367	0.8583
0.5512	3.3123	838	1.1690	0.5094	1.1690	1.0812
0.5512	3.3202	840	1.3526	0.4723	1.3526	1.1630
0.5512	3.3281	842	1.1130	0.5325	1.1130	1.0550
0.5512	3.3360	844	0.7065	0.5320	0.7065	0.8405
0.5512	3.3439	846	0.5679	0.5028	0.5679	0.7536
0.5512	3.3518	848	0.5806	0.5222	0.5806	0.7620
0.5512	3.3597	850	0.6861	0.6053	0.6861	0.8283
0.5512	3.3676	852	0.7916	0.6320	0.7916	0.8897
0.5512	3.3755	854	0.7143	0.6555	0.7143	0.8451
0.5512	3.3834	856	0.5118	0.6137	0.5118	0.7154
0.5512	3.3913	858	0.4418	0.5314	0.4418	0.6647
0.5512	3.3992	860	0.4386	0.5332	0.4386	0.6622
0.5512	3.4071	862	0.4496	0.5940	0.4496	0.6705
0.5512	3.4150	864	0.4746	0.6209	0.4746	0.6889
0.5512	3.4229	866	0.4458	0.6009	0.4458	0.6677
0.5512	3.4308	868	0.4397	0.5865	0.4397	0.6631
0.5512	3.4387	870	0.4489	0.5989	0.4489	0.6700
0.5512	3.4466	872	0.4332	0.5574	0.4332	0.6582
0.5512	3.4545	874	0.4369	0.5491	0.4369	0.6610
0.5512	3.4625	876	0.4870	0.5866	0.4870	0.6978
0.5512	3.4704	878	0.5988	0.6597	0.5988	0.7738
0.5512	3.4783	880	0.5993	0.6522	0.5993	0.7741
0.5512	3.4862	882	0.5059	0.5955	0.5059	0.7113
0.5512	3.4941	884	0.4938	0.5862	0.4938	0.7027
0.5512	3.5020	886	0.5270	0.6145	0.5270	0.7259
0.5512	3.5099	888	0.5246	0.6208	0.5246	0.7243
0.5512	3.5178	890	0.4842	0.6003	0.4842	0.6958
0.5512	3.5257	892	0.4889	0.6161	0.4889	0.6992
0.5512	3.5336	894	0.4605	0.6069	0.4605	0.6786
0.5512	3.5415	896	0.4470	0.5759	0.4470	0.6686
0.5512	3.5494	898	0.4445	0.5634	0.4445	0.6667
0.5512	3.5573	900	0.4491	0.5567	0.4491	0.6702
0.5512	3.5652	902	0.4659	0.6336	0.4659	0.6826
0.5512	3.5731	904	0.6006	0.6813	0.6006	0.7750
0.5512	3.5810	906	0.6058	0.6728	0.6058	0.7783
0.5512	3.5889	908	0.4820	0.6194	0.4820	0.6943
0.5512	3.5968	910	0.4636	0.5682	0.4636	0.6809
0.5512	3.6047	912	0.5021	0.6012	0.5021	0.7086
0.5512	3.6126	914	0.6610	0.6682	0.6610	0.8130
0.5512	3.6206	916	0.7188	0.6656	0.7188	0.8478
0.5512	3.6285	918	0.6153	0.6428	0.6153	0.7844
0.5512	3.6364	920	0.4979	0.5718	0.4979	0.7056
0.5512	3.6443	922	0.4861	0.5472	0.4861	0.6972
0.5512	3.6522	924	0.5421	0.6187	0.5421	0.7362
0.5512	3.6601	926	0.7195	0.6587	0.7195	0.8482
0.5512	3.6680	928	0.8095	0.6516	0.8095	0.8997
0.5512	3.6759	930	0.6983	0.6676	0.6983	0.8356
0.5512	3.6838	932	0.5397	0.6523	0.5397	0.7347
0.5512	3.6917	934	0.5303	0.6512	0.5303	0.7282
0.5512	3.6996	936	0.5840	0.6693	0.5840	0.7642
0.5512	3.7075	938	0.5794	0.6665	0.5794	0.7612
0.5512	3.7154	940	0.6109	0.6628	0.6109	0.7816
0.5512	3.7233	942	0.6111	0.6595	0.6111	0.7817
0.5512	3.7312	944	0.5972	0.6363	0.5972	0.7728
0.5512	3.7391	946	0.6378	0.6533	0.6378	0.7987
0.5512	3.7470	948	0.6198	0.6440	0.6198	0.7873
0.5512	3.7549	950	0.5129	0.6094	0.5129	0.7162
0.5512	3.7628	952	0.4588	0.5542	0.4588	0.6773
0.5512	3.7708	954	0.4699	0.5715	0.4699	0.6855
0.5512	3.7787	956	0.5638	0.6560	0.5638	0.7509
0.5512	3.7866	958	0.6858	0.6767	0.6858	0.8281
0.5512	3.7945	960	0.6917	0.6833	0.6917	0.8317
0.5512	3.8024	962	0.6435	0.6749	0.6435	0.8022
0.5512	3.8103	964	0.5848	0.6622	0.5848	0.7647
0.5512	3.8182	966	0.5691	0.6591	0.5691	0.7544
0.5512	3.8261	968	0.6650	0.6758	0.6650	0.8155
0.5512	3.8340	970	0.6979	0.6771	0.6979	0.8354
0.5512	3.8419	972	0.5838	0.6575	0.5838	0.7641
0.5512	3.8498	974	0.4551	0.5882	0.4551	0.6746
0.5512	3.8577	976	0.4470	0.5119	0.4470	0.6686
0.5512	3.8656	978	0.4370	0.5734	0.4370	0.6610
0.5512	3.8735	980	0.4823	0.6463	0.4823	0.6945
0.5512	3.8814	982	0.5721	0.6729	0.5721	0.7564
0.5512	3.8893	984	0.5448	0.6728	0.5448	0.7381
0.5512	3.8972	986	0.4521	0.5858	0.4521	0.6724
0.5512	3.9051	988	0.4201	0.5211	0.4201	0.6481
0.5512	3.9130	990	0.4187	0.5312	0.4187	0.6471
0.5512	3.9209	992	0.4495	0.6095	0.4495	0.6705
0.5512	3.9289	994	0.5863	0.6960	0.5863	0.7657
0.5512	3.9368	996	0.6220	0.6984	0.6220	0.7887
0.5512	3.9447	998	0.5175	0.6741	0.5175	0.7194
0.2144	3.9526	1000	0.4698	0.6654	0.4698	0.6854
0.2144	3.9605	1002	0.4481	0.6347	0.4481	0.6694
0.2144	3.9684	1004	0.4534	0.6287	0.4534	0.6734
0.2144	3.9763	1006	0.4906	0.6660	0.4906	0.7004
0.2144	3.9842	1008	0.4577	0.6274	0.4577	0.6765
0.2144	3.9921	1010	0.4738	0.6459	0.4738	0.6884
0.2144	4.0	1012	0.4872	0.6586	0.4872	0.6980
0.2144	4.0079	1014	0.4485	0.6084	0.4485	0.6697
0.2144	4.0158	1016	0.4522	0.6077	0.4522	0.6725

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
License: apache-2.0
Created: Nov 6, 2024
Updated: Nov 6, 2024