Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0032	2	7.0422	0.0012	7.0422	2.6537
No log	0.0065	4	6.6825	0.0	6.6825	2.5851
No log	0.0097	6	6.2087	0.0	6.2087	2.4917
No log	0.0129	8	5.3284	0.0	5.3284	2.3083
No log	0.0162	10	4.5145	0.0	4.5145	2.1247
No log	0.0194	12	3.9469	0.0073	3.9469	1.9867
No log	0.0227	14	3.4539	0.0066	3.4539	1.8585
No log	0.0259	16	2.9062	0.0	2.9062	1.7048
No log	0.0291	18	2.4598	0.0	2.4598	1.5684
No log	0.0324	20	2.0892	0.0	2.0892	1.4454
No log	0.0356	22	1.7438	0.0	1.7438	1.3205
No log	0.0388	24	1.4272	0.0587	1.4272	1.1947
No log	0.0421	26	1.1588	0.0107	1.1588	1.0765
No log	0.0453	28	0.9521	0.0107	0.9521	0.9757
No log	0.0485	30	0.8686	0.0	0.8686	0.9320
No log	0.0518	32	0.8397	0.0	0.8397	0.9164
No log	0.0550	34	0.8932	0.0010	0.8932	0.9451
No log	0.0583	36	0.8682	0.0	0.8682	0.9318
No log	0.0615	38	0.9514	0.0	0.9514	0.9754
No log	0.0647	40	0.8758	-0.0029	0.8758	0.9358
No log	0.0680	42	0.9494	-0.0069	0.9494	0.9744
No log	0.0712	44	0.9294	-0.0069	0.9294	0.9640
No log	0.0744	46	0.9247	0.0	0.9247	0.9616
No log	0.0777	48	1.0248	0.0	1.0248	1.0123
No log	0.0809	50	0.9238	0.0	0.9238	0.9612
No log	0.0841	52	0.8572	0.0	0.8572	0.9258
No log	0.0874	54	0.8471	0.0	0.8471	0.9204
No log	0.0906	56	0.9245	0.0	0.9245	0.9615
No log	0.0939	58	0.9530	0.0	0.9530	0.9762
No log	0.0971	60	0.8787	0.0	0.8787	0.9374
No log	0.1003	62	0.8554	0.0	0.8554	0.9249
No log	0.1036	64	0.8208	0.0	0.8208	0.9060
No log	0.1068	66	0.8134	0.0	0.8134	0.9019
No log	0.1100	68	0.8690	0.0	0.8690	0.9322
No log	0.1133	70	0.9064	0.0	0.9064	0.9521
No log	0.1165	72	0.8269	0.0	0.8269	0.9093
No log	0.1197	74	0.7960	0.0	0.7960	0.8922
No log	0.1230	76	0.7853	0.0	0.7853	0.8862
No log	0.1262	78	0.8818	0.0	0.8818	0.9391
No log	0.1294	80	0.9587	0.0	0.9587	0.9791
No log	0.1327	82	0.8725	0.0	0.8725	0.9341
No log	0.1359	84	0.7895	0.0	0.7895	0.8885
No log	0.1392	86	0.7999	0.0	0.7999	0.8943
No log	0.1424	88	0.8009	0.0	0.8009	0.8949
No log	0.1456	90	0.8266	0.0	0.8266	0.9092
No log	0.1489	92	0.8613	0.0	0.8613	0.9280
No log	0.1521	94	0.8386	0.0	0.8386	0.9158
No log	0.1553	96	0.8041	0.0	0.8041	0.8967
No log	0.1586	98	0.7929	0.0	0.7929	0.8904
No log	0.1618	100	0.7915	0.0	0.7915	0.8897
No log	0.1650	102	0.8366	0.0	0.8366	0.9146
No log	0.1683	104	0.8494	0.0	0.8494	0.9216
No log	0.1715	106	0.7967	0.0	0.7967	0.8926
No log	0.1748	108	0.7959	0.0	0.7959	0.8921
No log	0.1780	110	0.8029	0.0	0.8029	0.8960
No log	0.1812	112	0.7929	0.0	0.7929	0.8904
No log	0.1845	114	0.7943	0.0	0.7943	0.8913
No log	0.1877	116	0.7999	0.0	0.7999	0.8944
No log	0.1909	118	0.8236	0.0	0.8236	0.9075
No log	0.1942	120	0.8042	0.0	0.8042	0.8968
No log	0.1974	122	0.7529	0.0	0.7529	0.8677
No log	0.2006	124	0.7671	0.0177	0.7671	0.8758
No log	0.2039	126	0.7807	0.0177	0.7807	0.8836
No log	0.2071	128	0.7790	0.0177	0.7790	0.8826
No log	0.2104	130	0.7555	0.0177	0.7555	0.8692
No log	0.2136	132	0.7037	0.0237	0.7037	0.8389
No log	0.2168	134	0.6965	0.0411	0.6965	0.8346
No log	0.2201	136	0.6846	0.0411	0.6846	0.8274
No log	0.2233	138	0.6527	0.1107	0.6527	0.8079
No log	0.2265	140	0.6448	0.2511	0.6448	0.8030
No log	0.2298	142	0.6138	0.2333	0.6138	0.7835
No log	0.2330	144	0.6183	0.3836	0.6183	0.7863
No log	0.2362	146	0.6006	0.4003	0.6006	0.7750
No log	0.2395	148	0.5972	0.2210	0.5972	0.7728
No log	0.2427	150	0.6099	0.2204	0.6099	0.7810
No log	0.2460	152	0.6607	0.2653	0.6607	0.8128
No log	0.2492	154	0.6667	0.2805	0.6667	0.8165
No log	0.2524	156	0.7081	0.2360	0.7081	0.8415
No log	0.2557	158	0.7972	0.1823	0.7972	0.8929
No log	0.2589	160	0.6619	0.1894	0.6619	0.8136
No log	0.2621	162	0.6178	0.3019	0.6178	0.7860
No log	0.2654	164	0.6531	0.3773	0.6531	0.8081
No log	0.2686	166	0.6232	0.2517	0.6232	0.7894
No log	0.2718	168	0.6075	0.1815	0.6075	0.7794
No log	0.2751	170	0.5933	0.2397	0.5933	0.7702
No log	0.2783	172	0.6123	0.3956	0.6123	0.7825
No log	0.2816	174	0.6222	0.4272	0.6222	0.7888
No log	0.2848	176	0.6383	0.4210	0.6383	0.7989
No log	0.2880	178	0.7505	0.3912	0.7505	0.8663
No log	0.2913	180	0.8497	0.3571	0.8497	0.9218
No log	0.2945	182	0.8106	0.3492	0.8106	0.9003
No log	0.2977	184	0.6949	0.3789	0.6949	0.8336
No log	0.3010	186	0.7305	0.4028	0.7305	0.8547
No log	0.3042	188	0.6929	0.4118	0.6929	0.8324
No log	0.3074	190	0.5819	0.3706	0.5819	0.7628
No log	0.3107	192	0.5520	0.4564	0.5520	0.7430
No log	0.3139	194	0.5891	0.4878	0.5891	0.7676
No log	0.3172	196	0.5152	0.4937	0.5152	0.7178
No log	0.3204	198	0.5021	0.5096	0.5021	0.7086
No log	0.3236	200	0.5496	0.4982	0.5496	0.7414
No log	0.3269	202	0.5792	0.5076	0.5792	0.7610
No log	0.3301	204	0.4805	0.5469	0.4805	0.6932
No log	0.3333	206	0.4882	0.5324	0.4882	0.6987
No log	0.3366	208	0.4898	0.5286	0.4898	0.6998
No log	0.3398	210	0.5428	0.4710	0.5428	0.7368
No log	0.3430	212	0.5090	0.4852	0.5090	0.7135
No log	0.3463	214	0.4975	0.4534	0.4975	0.7053
No log	0.3495	216	0.5453	0.4653	0.5453	0.7384
No log	0.3528	218	0.5588	0.4711	0.5588	0.7475
No log	0.3560	220	0.5595	0.4794	0.5595	0.7480
No log	0.3592	222	0.5011	0.4772	0.5011	0.7079
No log	0.3625	224	0.5539	0.4670	0.5539	0.7442
No log	0.3657	226	0.5173	0.5148	0.5173	0.7193
No log	0.3689	228	0.5565	0.5543	0.5565	0.7460
No log	0.3722	230	0.5770	0.5333	0.5770	0.7596
No log	0.3754	232	0.5277	0.5430	0.5277	0.7265
No log	0.3786	234	0.5084	0.4953	0.5084	0.7130
No log	0.3819	236	0.5253	0.4269	0.5253	0.7248
No log	0.3851	238	0.4924	0.4709	0.4924	0.7017
No log	0.3883	240	0.5222	0.4469	0.5222	0.7226
No log	0.3916	242	0.5426	0.4527	0.5426	0.7366
No log	0.3948	244	0.5268	0.3921	0.5268	0.7258
No log	0.3981	246	0.5153	0.4089	0.5153	0.7179
No log	0.4013	248	0.5154	0.4456	0.5154	0.7179
No log	0.4045	250	0.5370	0.4517	0.5370	0.7328
No log	0.4078	252	0.5174	0.4353	0.5174	0.7193
No log	0.4110	254	0.5719	0.4277	0.5719	0.7562
No log	0.4142	256	0.7276	0.4648	0.7276	0.8530
No log	0.4175	258	0.7297	0.4503	0.7297	0.8542
No log	0.4207	260	0.6034	0.4700	0.6034	0.7768
No log	0.4239	262	0.6116	0.4648	0.6116	0.7820
No log	0.4272	264	0.6072	0.4588	0.6072	0.7792
No log	0.4304	266	0.6665	0.4596	0.6665	0.8164
No log	0.4337	268	0.6049	0.3774	0.6049	0.7778
No log	0.4369	270	0.5899	0.3665	0.5899	0.7681
No log	0.4401	272	0.6829	0.4495	0.6829	0.8264
No log	0.4434	274	0.6952	0.4384	0.6952	0.8338
No log	0.4466	276	0.5904	0.3611	0.5904	0.7684
No log	0.4498	278	0.6176	0.1739	0.6176	0.7859
No log	0.4531	280	0.5985	0.1871	0.5985	0.7736
No log	0.4563	282	0.6100	0.3782	0.6100	0.7810
No log	0.4595	284	0.6577	0.4340	0.6577	0.8110
No log	0.4628	286	0.6347	0.4503	0.6347	0.7967
No log	0.4660	288	0.5545	0.3910	0.5545	0.7447
No log	0.4693	290	0.5346	0.4089	0.5346	0.7311
No log	0.4725	292	0.5421	0.4396	0.5421	0.7363
No log	0.4757	294	0.6510	0.4919	0.6510	0.8069
No log	0.4790	296	0.8581	0.4040	0.8581	0.9263
No log	0.4822	298	0.8782	0.3730	0.8782	0.9371
No log	0.4854	300	0.7074	0.4720	0.7074	0.8410
No log	0.4887	302	0.5481	0.4942	0.5481	0.7404
No log	0.4919	304	0.5177	0.4485	0.5177	0.7195
No log	0.4951	306	0.5342	0.4659	0.5342	0.7309
No log	0.4984	308	0.5718	0.4548	0.5718	0.7562
No log	0.5016	310	0.5573	0.4543	0.5573	0.7465
No log	0.5049	312	0.5058	0.4518	0.5058	0.7112
No log	0.5081	314	0.5011	0.4586	0.5011	0.7079
No log	0.5113	316	0.4879	0.4500	0.4879	0.6985
No log	0.5146	318	0.5639	0.3994	0.5639	0.7509
No log	0.5178	320	0.5250	0.4422	0.5250	0.7246
No log	0.5210	322	0.4932	0.4553	0.4932	0.7023
No log	0.5243	324	0.5300	0.4677	0.5300	0.7280
No log	0.5275	326	0.5370	0.4572	0.5370	0.7328
No log	0.5307	328	0.5091	0.4318	0.5091	0.7135
No log	0.5340	330	0.5150	0.4003	0.5150	0.7176
No log	0.5372	332	0.5359	0.4393	0.5359	0.7321
No log	0.5405	334	0.5953	0.4888	0.5953	0.7716
No log	0.5437	336	0.6284	0.4986	0.6284	0.7927
No log	0.5469	338	0.5650	0.5250	0.5650	0.7517
No log	0.5502	340	0.5105	0.5272	0.5105	0.7145
No log	0.5534	342	0.5157	0.5258	0.5157	0.7181
No log	0.5566	344	0.5651	0.5267	0.5651	0.7517
No log	0.5599	346	0.6842	0.5072	0.6842	0.8272
No log	0.5631	348	0.6397	0.5176	0.6397	0.7998
No log	0.5663	350	0.5994	0.5101	0.5994	0.7742
No log	0.5696	352	0.6240	0.4888	0.6240	0.7900
No log	0.5728	354	0.5383	0.5064	0.5383	0.7337
No log	0.5761	356	0.5479	0.4992	0.5479	0.7402
No log	0.5793	358	0.6759	0.4574	0.6759	0.8221
No log	0.5825	360	0.6310	0.4972	0.6310	0.7944
No log	0.5858	362	0.5190	0.5113	0.5190	0.7204
No log	0.5890	364	0.4825	0.4845	0.4825	0.6946
No log	0.5922	366	0.5650	0.5153	0.5650	0.7517
No log	0.5955	368	0.5619	0.5135	0.5619	0.7496
No log	0.5987	370	0.4704	0.4671	0.4704	0.6858
No log	0.6019	372	0.5014	0.4125	0.5014	0.7081
No log	0.6052	374	0.4806	0.4648	0.4806	0.6932
No log	0.6084	376	0.4821	0.4711	0.4821	0.6943
No log	0.6117	378	0.4882	0.4181	0.4882	0.6987
No log	0.6149	380	0.6357	0.3016	0.6357	0.7973
No log	0.6181	382	0.7070	0.2779	0.7070	0.8408
No log	0.6214	384	0.5509	0.3398	0.5509	0.7422
No log	0.6246	386	0.4819	0.4360	0.4819	0.6942
No log	0.6278	388	0.4629	0.5180	0.4629	0.6804
No log	0.6311	390	0.4668	0.4660	0.4668	0.6832
No log	0.6343	392	0.5618	0.3754	0.5618	0.7495
No log	0.6375	394	0.5755	0.3699	0.5755	0.7586
No log	0.6408	396	0.4678	0.5017	0.4678	0.6840
No log	0.6440	398	0.4576	0.5178	0.4576	0.6765
No log	0.6472	400	0.5028	0.4108	0.5028	0.7091
No log	0.6505	402	0.5027	0.4050	0.5027	0.7090
No log	0.6537	404	0.4750	0.4933	0.4750	0.6892
No log	0.6570	406	0.4932	0.4808	0.4932	0.7023
No log	0.6602	408	0.4752	0.4894	0.4752	0.6893
No log	0.6634	410	0.4787	0.4487	0.4787	0.6919
No log	0.6667	412	0.4734	0.4737	0.4734	0.6881
No log	0.6699	414	0.4870	0.5281	0.4870	0.6978
No log	0.6731	416	0.5117	0.5266	0.5117	0.7153
No log	0.6764	418	0.5510	0.5040	0.5510	0.7423
No log	0.6796	420	0.5191	0.4710	0.5191	0.7205
No log	0.6828	422	0.5114	0.4145	0.5114	0.7151
No log	0.6861	424	0.5274	0.4741	0.5274	0.7262
No log	0.6893	426	0.6354	0.4810	0.6354	0.7971
No log	0.6926	428	0.6041	0.4880	0.6041	0.7772
No log	0.6958	430	0.5183	0.4630	0.5183	0.7199
No log	0.6990	432	0.5485	0.4881	0.5485	0.7406
No log	0.7023	434	0.5881	0.4947	0.5881	0.7668
No log	0.7055	436	0.5860	0.5044	0.5860	0.7655
No log	0.7087	438	0.5248	0.4615	0.5248	0.7244
No log	0.7120	440	0.5196	0.4476	0.5196	0.7208
No log	0.7152	442	0.5373	0.5002	0.5373	0.7330
No log	0.7184	444	0.6523	0.4962	0.6523	0.8077
No log	0.7217	446	0.6271	0.5125	0.6271	0.7919
No log	0.7249	448	0.4575	0.5152	0.4575	0.6764
No log	0.7282	450	0.4686	0.4455	0.4686	0.6846
No log	0.7314	452	0.4642	0.4674	0.4642	0.6813
No log	0.7346	454	0.4794	0.4941	0.4794	0.6924
No log	0.7379	456	0.5251	0.4862	0.5251	0.7246
No log	0.7411	458	0.4987	0.4506	0.4987	0.7062
No log	0.7443	460	0.5001	0.4415	0.5001	0.7072
No log	0.7476	462	0.4993	0.4430	0.4993	0.7066
No log	0.7508	464	0.5150	0.4751	0.5150	0.7176
No log	0.7540	466	0.4875	0.5023	0.4875	0.6982
No log	0.7573	468	0.4906	0.5322	0.4906	0.7004
No log	0.7605	470	0.5373	0.5318	0.5373	0.7330
No log	0.7638	472	0.5409	0.5210	0.5409	0.7355
No log	0.7670	474	0.5344	0.5090	0.5344	0.7310
No log	0.7702	476	0.5012	0.5058	0.5012	0.7079
No log	0.7735	478	0.4917	0.4618	0.4917	0.7012
No log	0.7767	480	0.5301	0.5132	0.5301	0.7281
No log	0.7799	482	0.6673	0.4789	0.6673	0.8169
No log	0.7832	484	0.6046	0.4918	0.6046	0.7776
No log	0.7864	486	0.5049	0.4765	0.5049	0.7106
No log	0.7896	488	0.4979	0.4490	0.4979	0.7056
No log	0.7929	490	0.5006	0.4117	0.5006	0.7075
No log	0.7961	492	0.5088	0.4151	0.5088	0.7133
No log	0.7994	494	0.5184	0.4707	0.5184	0.7200
No log	0.8026	496	0.5569	0.4801	0.5569	0.7463
No log	0.8058	498	0.5471	0.4869	0.5471	0.7397
0.4774	0.8091	500	0.4783	0.4921	0.4783	0.6916
0.4774	0.8123	502	0.4665	0.4505	0.4665	0.6830
0.4774	0.8155	504	0.4667	0.5304	0.4667	0.6832
0.4774	0.8188	506	0.5263	0.5503	0.5263	0.7255
0.4774	0.8220	508	0.5007	0.5413	0.5007	0.7076
0.4774	0.8252	510	0.4647	0.4296	0.4647	0.6817
0.4774	0.8285	512	0.5698	0.3423	0.5698	0.7548
0.4774	0.8317	514	0.5184	0.3555	0.5184	0.7200
0.4774	0.8350	516	0.4805	0.4650	0.4805	0.6932
0.4774	0.8382	518	0.5871	0.4704	0.5871	0.7662

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ASAP_FineTuningBERT_Aug_k40_task1_organization_fold2

ASAP_FineTuningBERT_Aug_k40_task1_organization_fold2

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ASAP_FineTuningBERT_Aug_k40_task1_organization_fold2