Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0044	2	10.1043	0.0	10.1043	3.1787
No log	0.0087	4	8.5195	0.0030	8.5195	2.9188
No log	0.0131	6	6.8185	0.0035	6.8185	2.6112
No log	0.0174	8	5.4151	0.0037	5.4151	2.3270
No log	0.0218	10	4.4249	0.0018	4.4249	2.1035
No log	0.0261	12	3.4957	0.0416	3.4957	1.8697
No log	0.0305	14	2.7074	0.0128	2.7074	1.6454
No log	0.0349	16	2.1307	0.0118	2.1307	1.4597
No log	0.0392	18	1.6463	0.0079	1.6463	1.2831
No log	0.0436	20	1.2951	0.1639	1.2951	1.1380
No log	0.0479	22	1.0449	0.0432	1.0449	1.0222
No log	0.0523	24	0.8650	0.0316	0.8650	0.9301
No log	0.0566	26	0.8381	0.0316	0.8381	0.9155
No log	0.0610	28	0.8679	0.0212	0.8679	0.9316
No log	0.0654	30	0.8619	0.0212	0.8619	0.9284
No log	0.0697	32	0.8575	0.0212	0.8575	0.9260
No log	0.0741	34	0.8828	0.0212	0.8828	0.9396
No log	0.0784	36	0.8912	0.0212	0.8912	0.9441
No log	0.0828	38	0.8865	0.0212	0.8865	0.9416
No log	0.0871	40	0.8523	0.0212	0.8523	0.9232
No log	0.0915	42	0.8860	0.0316	0.8860	0.9413
No log	0.0959	44	0.8908	0.0316	0.8908	0.9438
No log	0.1002	46	0.8623	0.0316	0.8623	0.9286
No log	0.1046	48	0.8378	0.0316	0.8378	0.9153
No log	0.1089	50	0.8452	0.0316	0.8452	0.9194
No log	0.1133	52	0.8644	0.0316	0.8644	0.9297
No log	0.1176	54	0.8824	0.0316	0.8824	0.9394
No log	0.1220	56	0.8664	0.0316	0.8664	0.9308
No log	0.1264	58	0.8396	0.0316	0.8396	0.9163
No log	0.1307	60	0.7931	0.0484	0.7931	0.8906
No log	0.1351	62	0.7939	0.0803	0.7939	0.8910
No log	0.1394	64	0.7194	0.0852	0.7194	0.8482
No log	0.1438	66	0.6895	0.0829	0.6895	0.8304
No log	0.1481	68	0.6929	0.1008	0.6929	0.8324
No log	0.1525	70	0.7311	0.0686	0.7311	0.8550
No log	0.1569	72	0.7753	0.0686	0.7753	0.8805
No log	0.1612	74	0.7365	0.0783	0.7365	0.8582
No log	0.1656	76	0.7183	0.0686	0.7183	0.8475
No log	0.1699	78	0.6934	0.0867	0.6934	0.8327
No log	0.1743	80	0.6866	0.1045	0.6866	0.8286
No log	0.1786	82	0.6873	0.1045	0.6873	0.8290
No log	0.1830	84	0.6832	0.1035	0.6832	0.8265
No log	0.1874	86	0.6874	0.0847	0.6874	0.8291
No log	0.1917	88	0.6728	0.0867	0.6728	0.8202
No log	0.1961	90	0.6425	0.1218	0.6425	0.8015
No log	0.2004	92	0.6280	0.1267	0.6280	0.7925
No log	0.2048	94	0.6059	0.1752	0.6059	0.7784
No log	0.2092	96	0.5908	0.1745	0.5908	0.7687
No log	0.2135	98	0.6639	0.2456	0.6639	0.8148
No log	0.2179	100	0.6768	0.1845	0.6768	0.8227
No log	0.2222	102	0.6106	0.1629	0.6106	0.7814
No log	0.2266	104	0.6053	0.2250	0.6053	0.7780
No log	0.2309	106	0.6350	0.3495	0.6350	0.7969
No log	0.2353	108	0.6052	0.5403	0.6052	0.7780
No log	0.2397	110	0.5360	0.4983	0.5360	0.7321
No log	0.2440	112	0.5217	0.5104	0.5217	0.7223
No log	0.2484	114	0.5477	0.5682	0.5477	0.7401
No log	0.2527	116	0.4965	0.3864	0.4965	0.7046
No log	0.2571	118	0.4945	0.4079	0.4945	0.7032
No log	0.2614	120	0.5511	0.5079	0.5511	0.7423
No log	0.2658	122	0.5926	0.3492	0.5926	0.7698
No log	0.2702	124	0.6345	0.3020	0.6345	0.7965
No log	0.2745	126	0.6411	0.1843	0.6411	0.8007
No log	0.2789	128	0.6711	0.3908	0.6711	0.8192
No log	0.2832	130	0.6540	0.4362	0.6540	0.8087
No log	0.2876	132	0.5860	0.3529	0.5860	0.7655
No log	0.2919	134	0.5636	0.3841	0.5636	0.7508
No log	0.2963	136	0.5775	0.4865	0.5775	0.7600
No log	0.3007	138	0.5668	0.4572	0.5668	0.7529
No log	0.3050	140	0.5962	0.4976	0.5962	0.7721
No log	0.3094	142	0.5626	0.4647	0.5626	0.7501
No log	0.3137	144	0.5489	0.4749	0.5489	0.7409
No log	0.3181	146	0.5514	0.4914	0.5514	0.7425
No log	0.3224	148	0.5484	0.4708	0.5484	0.7405
No log	0.3268	150	0.5276	0.4584	0.5276	0.7264
No log	0.3312	152	0.5490	0.3289	0.5490	0.7409
No log	0.3355	154	0.4995	0.4442	0.4995	0.7068
No log	0.3399	156	0.5356	0.5709	0.5356	0.7318
No log	0.3442	158	0.5155	0.5716	0.5155	0.7180
No log	0.3486	160	0.4872	0.4336	0.4872	0.6980
No log	0.3529	162	0.5526	0.3548	0.5526	0.7434
No log	0.3573	164	0.5241	0.3743	0.5241	0.7240
No log	0.3617	166	0.4846	0.4628	0.4846	0.6961
No log	0.3660	168	0.4963	0.5373	0.4963	0.7045
No log	0.3704	170	0.4839	0.5466	0.4839	0.6957
No log	0.3747	172	0.4764	0.4900	0.4764	0.6902
No log	0.3791	174	0.4803	0.5068	0.4803	0.6930
No log	0.3834	176	0.4890	0.4959	0.4890	0.6993
No log	0.3878	178	0.4866	0.5035	0.4866	0.6976
No log	0.3922	180	0.5193	0.5454	0.5193	0.7206
No log	0.3965	182	0.6179	0.5527	0.6179	0.7861
No log	0.4009	184	0.5771	0.5701	0.5771	0.7597
No log	0.4052	186	0.5073	0.4968	0.5073	0.7123
No log	0.4096	188	0.4966	0.4833	0.4966	0.7047
No log	0.4139	190	0.5251	0.5675	0.5251	0.7247
No log	0.4183	192	0.5065	0.5976	0.5065	0.7117
No log	0.4227	194	0.4781	0.4608	0.4781	0.6914
No log	0.4270	196	0.4854	0.4283	0.4854	0.6967
No log	0.4314	198	0.4679	0.5867	0.4679	0.6841
No log	0.4357	200	0.4931	0.6278	0.4931	0.7022
No log	0.4401	202	0.4544	0.5653	0.4544	0.6741
No log	0.4444	204	0.4434	0.5764	0.4434	0.6659
No log	0.4488	206	0.4574	0.5267	0.4574	0.6763
No log	0.4532	208	0.4846	0.4734	0.4846	0.6962
No log	0.4575	210	0.4381	0.5737	0.4381	0.6619
No log	0.4619	212	0.4552	0.5203	0.4552	0.6747
No log	0.4662	214	0.4516	0.5562	0.4516	0.6720
No log	0.4706	216	0.4580	0.5486	0.4580	0.6767
No log	0.4749	218	0.4678	0.4929	0.4678	0.6839
No log	0.4793	220	0.4877	0.5866	0.4877	0.6984
No log	0.4837	222	0.5828	0.6119	0.5828	0.7634
No log	0.4880	224	0.5046	0.5770	0.5046	0.7104
No log	0.4924	226	0.5258	0.3905	0.5258	0.7252
No log	0.4967	228	0.6488	0.3214	0.6488	0.8055
No log	0.5011	230	0.5591	0.3513	0.5591	0.7477
No log	0.5054	232	0.4740	0.5470	0.4740	0.6885
No log	0.5098	234	0.5131	0.5977	0.5131	0.7163
No log	0.5142	236	0.4813	0.5654	0.4813	0.6937
No log	0.5185	238	0.4621	0.5131	0.4621	0.6798
No log	0.5229	240	0.4566	0.5535	0.4566	0.6757
No log	0.5272	242	0.4579	0.5663	0.4579	0.6767
No log	0.5316	244	0.4779	0.5834	0.4779	0.6913
No log	0.5359	246	0.5567	0.5899	0.5567	0.7461
No log	0.5403	248	0.4784	0.5797	0.4784	0.6917
No log	0.5447	250	0.4928	0.4352	0.4928	0.7020
No log	0.5490	252	0.5099	0.3852	0.5099	0.7141
No log	0.5534	254	0.5505	0.5559	0.5505	0.7420
No log	0.5577	256	0.6288	0.5864	0.6288	0.7930
No log	0.5621	258	0.5713	0.5822	0.5713	0.7558
No log	0.5664	260	0.5045	0.4836	0.5045	0.7103
No log	0.5708	262	0.5082	0.5424	0.5082	0.7129
No log	0.5752	264	0.6429	0.5678	0.6429	0.8018
No log	0.5795	266	0.7120	0.5403	0.7120	0.8438
No log	0.5839	268	0.5990	0.5672	0.5990	0.7739
No log	0.5882	270	0.4986	0.5415	0.4986	0.7061
No log	0.5926	272	0.4911	0.5432	0.4911	0.7008
No log	0.5969	274	0.5587	0.5933	0.5587	0.7475
No log	0.6013	276	0.5546	0.6032	0.5546	0.7447
No log	0.6057	278	0.4702	0.5701	0.4702	0.6857
No log	0.6100	280	0.4784	0.5016	0.4784	0.6916
No log	0.6144	282	0.4670	0.5250	0.4670	0.6834
No log	0.6187	284	0.5383	0.6020	0.5383	0.7337
No log	0.6231	286	0.5881	0.5901	0.5881	0.7669
No log	0.6275	288	0.4861	0.6013	0.4861	0.6972
No log	0.6318	290	0.4623	0.5257	0.4623	0.6799
No log	0.6362	292	0.4643	0.5207	0.4643	0.6814
No log	0.6405	294	0.4831	0.5122	0.4831	0.6951
No log	0.6449	296	0.4834	0.5121	0.4834	0.6953
No log	0.6492	298	0.5141	0.4843	0.5141	0.7170
No log	0.6536	300	0.4745	0.5154	0.4745	0.6888
No log	0.6580	302	0.4894	0.4785	0.4894	0.6996
No log	0.6623	304	0.5360	0.4128	0.5360	0.7321
No log	0.6667	306	0.5242	0.4065	0.5242	0.7240
No log	0.6710	308	0.4891	0.5017	0.4891	0.6994
No log	0.6754	310	0.6123	0.5783	0.6123	0.7825
No log	0.6797	312	0.6065	0.5797	0.6065	0.7788
No log	0.6841	314	0.5063	0.5093	0.5063	0.7115
No log	0.6885	316	0.5018	0.4199	0.5018	0.7084
No log	0.6928	318	0.4952	0.4488	0.4952	0.7037
No log	0.6972	320	0.5186	0.5454	0.5186	0.7201
No log	0.7015	322	0.5491	0.5786	0.5491	0.7410
No log	0.7059	324	0.5015	0.5511	0.5015	0.7081
No log	0.7102	326	0.4788	0.4745	0.4788	0.6920
No log	0.7146	328	0.4946	0.4244	0.4946	0.7033
No log	0.7190	330	0.4777	0.4652	0.4777	0.6911
No log	0.7233	332	0.5201	0.5730	0.5201	0.7212
No log	0.7277	334	0.5360	0.5645	0.5360	0.7321
No log	0.7320	336	0.4700	0.5123	0.4700	0.6855
No log	0.7364	338	0.4565	0.5057	0.4565	0.6757
No log	0.7407	340	0.4432	0.5320	0.4432	0.6657
No log	0.7451	342	0.4417	0.5901	0.4417	0.6646
No log	0.7495	344	0.4645	0.6036	0.4645	0.6816
No log	0.7538	346	0.5333	0.5857	0.5333	0.7303
No log	0.7582	348	0.5286	0.5739	0.5286	0.7270
No log	0.7625	350	0.5803	0.5640	0.5803	0.7618
No log	0.7669	352	0.5646	0.5616	0.5646	0.7514
No log	0.7712	354	0.6126	0.5584	0.6126	0.7827
No log	0.7756	356	0.7259	0.5418	0.7259	0.8520
No log	0.7800	358	0.6193	0.5439	0.6193	0.7870
No log	0.7843	360	0.5325	0.4977	0.5325	0.7297
No log	0.7887	362	0.5063	0.4780	0.5063	0.7116
No log	0.7930	364	0.5239	0.5288	0.5239	0.7238
No log	0.7974	366	0.5901	0.5639	0.5901	0.7682
No log	0.8017	368	0.5160	0.5559	0.5160	0.7183
No log	0.8061	370	0.4743	0.4928	0.4743	0.6887
No log	0.8105	372	0.4728	0.5015	0.4728	0.6876
No log	0.8148	374	0.4843	0.4805	0.4843	0.6959
No log	0.8192	376	0.4837	0.5066	0.4837	0.6955
No log	0.8235	378	0.4715	0.5284	0.4715	0.6867
No log	0.8279	380	0.4732	0.5210	0.4732	0.6879
No log	0.8322	382	0.4699	0.5253	0.4699	0.6855
No log	0.8366	384	0.4776	0.5136	0.4776	0.6911
No log	0.8410	386	0.4578	0.5370	0.4578	0.6766
No log	0.8453	388	0.4703	0.5720	0.4703	0.6858
No log	0.8497	390	0.4860	0.5771	0.4860	0.6971
No log	0.8540	392	0.4834	0.5209	0.4834	0.6952
No log	0.8584	394	0.4914	0.4748	0.4914	0.7010
No log	0.8627	396	0.4952	0.4656	0.4952	0.7037
No log	0.8671	398	0.4857	0.5445	0.4857	0.6969
No log	0.8715	400	0.4854	0.5617	0.4854	0.6967
No log	0.8758	402	0.4833	0.5066	0.4833	0.6952
No log	0.8802	404	0.4829	0.5043	0.4829	0.6949
No log	0.8845	406	0.4866	0.5692	0.4866	0.6976
No log	0.8889	408	0.5336	0.6132	0.5336	0.7305
No log	0.8932	410	0.5276	0.5899	0.5276	0.7264
No log	0.8976	412	0.5253	0.5733	0.5253	0.7248
No log	0.9020	414	0.5076	0.5639	0.5076	0.7124
No log	0.9063	416	0.4848	0.5760	0.4848	0.6963
No log	0.9107	418	0.4907	0.5712	0.4907	0.7005
No log	0.9150	420	0.4855	0.5751	0.4855	0.6968
No log	0.9194	422	0.4768	0.5502	0.4768	0.6905
No log	0.9237	424	0.4716	0.5460	0.4716	0.6867
No log	0.9281	426	0.4805	0.5799	0.4805	0.6931
No log	0.9325	428	0.5963	0.6239	0.5963	0.7722
No log	0.9368	430	0.6416	0.6456	0.6416	0.8010
No log	0.9412	432	0.5020	0.5790	0.5020	0.7085
No log	0.9455	434	0.4896	0.4783	0.4896	0.6997
No log	0.9499	436	0.4821	0.4818	0.4821	0.6943
No log	0.9542	438	0.5337	0.5761	0.5337	0.7306
No log	0.9586	440	0.8285	0.6098	0.8285	0.9102
No log	0.9630	442	0.8619	0.6060	0.8619	0.9284
No log	0.9673	444	0.6345	0.6240	0.6345	0.7966
No log	0.9717	446	0.4985	0.4979	0.4985	0.7061
No log	0.9760	448	0.4960	0.4932	0.4960	0.7043
No log	0.9804	450	0.5325	0.5563	0.5325	0.7297
No log	0.9847	452	0.7066	0.5824	0.7066	0.8406
No log	0.9891	454	0.7326	0.5804	0.7326	0.8559
No log	0.9935	456	0.5802	0.5988	0.5802	0.7617
No log	0.9978	458	0.4833	0.5083	0.4833	0.6952
No log	1.0022	460	0.4879	0.4412	0.4879	0.6985
No log	1.0065	462	0.4740	0.4999	0.4740	0.6885
No log	1.0109	464	0.5426	0.5998	0.5426	0.7366
No log	1.0153	466	0.5914	0.6089	0.5914	0.7690
No log	1.0196	468	0.5054	0.5639	0.5054	0.7109
No log	1.0240	470	0.4684	0.5079	0.4684	0.6844
No log	1.0283	472	0.4659	0.5097	0.4659	0.6826
No log	1.0327	474	0.4630	0.5093	0.4630	0.6804
No log	1.0370	476	0.4758	0.5513	0.4758	0.6898
No log	1.0414	478	0.5254	0.5996	0.5254	0.7248
No log	1.0458	480	0.4840	0.5759	0.4840	0.6957
No log	1.0501	482	0.4585	0.5448	0.4585	0.6772
No log	1.0545	484	0.4596	0.5416	0.4596	0.6779
No log	1.0588	486	0.4881	0.6132	0.4881	0.6986
No log	1.0632	488	0.4925	0.6068	0.4925	0.7018
No log	1.0675	490	0.4733	0.5642	0.4733	0.6880
No log	1.0719	492	0.4771	0.5165	0.4771	0.6907
No log	1.0763	494	0.4632	0.5529	0.4632	0.6806
No log	1.0806	496	0.4920	0.5994	0.4920	0.7014
No log	1.0850	498	0.5124	0.6053	0.5124	0.7158
0.4996	1.0893	500	0.5300	0.6216	0.5300	0.7280
0.4996	1.0937	502	0.5048	0.6034	0.5048	0.7105
0.4996	1.0980	504	0.5174	0.5963	0.5174	0.7193
0.4996	1.1024	506	0.5240	0.6025	0.5240	0.7239
0.4996	1.1068	508	0.4846	0.6009	0.4846	0.6961
0.4996	1.1111	510	0.5101	0.6085	0.5101	0.7142

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ASAP_FineTuningBERT_Aug_k30_task1_organization_fold4

ASAP_FineTuningBERT_Aug_k30_task1_organization_fold4

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ASAP_FineTuningBERT_Aug_k30_task1_organization_fold4