Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.1667	2	6.3317	-0.0278	6.3317	2.5163
No log	0.3333	4	4.2368	-0.0288	4.2368	2.0583
No log	0.5	6	3.0252	0.0153	3.0252	1.7393
No log	0.6667	8	2.1662	0.0209	2.1662	1.4718
No log	0.8333	10	1.4894	0.1057	1.4894	1.2204
No log	1.0	12	1.0746	0.0655	1.0746	1.0366
No log	1.1667	14	0.9727	0.0332	0.9727	0.9863
No log	1.3333	16	1.0244	-0.0044	1.0244	1.0121
No log	1.5	18	0.9788	0.0815	0.9788	0.9893
No log	1.6667	20	0.8675	0.0544	0.8675	0.9314
No log	1.8333	22	0.7021	0.1481	0.7021	0.8379
No log	2.0	24	0.6387	0.2981	0.6387	0.7992
No log	2.1667	26	0.6403	0.3174	0.6403	0.8002
No log	2.3333	28	0.6741	0.2010	0.6741	0.8210
No log	2.5	30	0.7279	0.1751	0.7279	0.8532
No log	2.6667	32	0.7550	0.2027	0.7550	0.8689
No log	2.8333	34	0.7472	0.1988	0.7472	0.8644
No log	3.0	36	0.7128	0.1908	0.7128	0.8443
No log	3.1667	38	0.6584	0.3130	0.6584	0.8114
No log	3.3333	40	0.6307	0.4033	0.6307	0.7942
No log	3.5	42	0.5914	0.4167	0.5914	0.7690
No log	3.6667	44	0.5725	0.3981	0.5725	0.7566
No log	3.8333	46	0.5691	0.4224	0.5691	0.7544
No log	4.0	48	0.5811	0.4582	0.5811	0.7623
No log	4.1667	50	0.6034	0.3901	0.6034	0.7768
No log	4.3333	52	0.6585	0.2981	0.6585	0.8115
No log	4.5	54	0.7143	0.2470	0.7143	0.8451
No log	4.6667	56	0.7646	0.2534	0.7646	0.8744
No log	4.8333	58	0.7635	0.2534	0.7635	0.8738
No log	5.0	60	0.7385	0.3122	0.7385	0.8594
No log	5.1667	62	0.7198	0.3672	0.7198	0.8484
No log	5.3333	64	0.6787	0.4027	0.6787	0.8238
No log	5.5	66	0.6493	0.4188	0.6493	0.8058
No log	5.6667	68	0.6158	0.3968	0.6158	0.7848
No log	5.8333	70	0.5527	0.4483	0.5527	0.7434
No log	6.0	72	0.5273	0.4838	0.5273	0.7262
No log	6.1667	74	0.5246	0.5112	0.5246	0.7243
No log	6.3333	76	0.5409	0.4879	0.5409	0.7355
No log	6.5	78	0.5493	0.4889	0.5493	0.7412
No log	6.6667	80	0.5519	0.4347	0.5519	0.7429
No log	6.8333	82	0.5765	0.4657	0.5765	0.7592
No log	7.0	84	0.5778	0.4657	0.5778	0.7601
No log	7.1667	86	0.5912	0.4322	0.5912	0.7689
No log	7.3333	88	0.5495	0.4444	0.5495	0.7413
No log	7.5	90	0.5176	0.4835	0.5176	0.7194
No log	7.6667	92	0.4956	0.4889	0.4956	0.7040
No log	7.8333	94	0.4891	0.5295	0.4891	0.6994
No log	8.0	96	0.4857	0.5156	0.4857	0.6969
No log	8.1667	98	0.4853	0.5319	0.4853	0.6966
No log	8.3333	100	0.5003	0.5324	0.5003	0.7073
No log	8.5	102	0.4934	0.5324	0.4934	0.7024
No log	8.6667	104	0.4784	0.5115	0.4784	0.6917
No log	8.8333	106	0.4790	0.5426	0.4790	0.6921
No log	9.0	108	0.4996	0.5501	0.4996	0.7069
No log	9.1667	110	0.5304	0.5132	0.5304	0.7283
No log	9.3333	112	0.5095	0.5501	0.5095	0.7138
No log	9.5	114	0.5056	0.5237	0.5056	0.7111
No log	9.6667	116	0.5464	0.5430	0.5464	0.7392
No log	9.8333	118	0.5643	0.5397	0.5643	0.7512
No log	10.0	120	0.5315	0.5410	0.5315	0.7290
No log	10.1667	122	0.4981	0.5188	0.4981	0.7058
No log	10.3333	124	0.5086	0.5374	0.5086	0.7132
No log	10.5	126	0.5335	0.5482	0.5335	0.7304
No log	10.6667	128	0.5334	0.5665	0.5334	0.7303
No log	10.8333	130	0.5636	0.4851	0.5636	0.7508
No log	11.0	132	0.5443	0.5393	0.5443	0.7378
No log	11.1667	134	0.5239	0.5521	0.5239	0.7238
No log	11.3333	136	0.5051	0.5521	0.5051	0.7107
No log	11.5	138	0.4898	0.5866	0.4898	0.6999
No log	11.6667	140	0.4863	0.5729	0.4863	0.6974
No log	11.8333	142	0.4991	0.5768	0.4991	0.7065
No log	12.0	144	0.5064	0.5477	0.5064	0.7116
No log	12.1667	146	0.5201	0.5481	0.5201	0.7212
No log	12.3333	148	0.5320	0.5771	0.5320	0.7294
No log	12.5	150	0.5308	0.5538	0.5308	0.7285
No log	12.6667	152	0.5244	0.5455	0.5244	0.7242
No log	12.8333	154	0.5319	0.5540	0.5319	0.7293
No log	13.0	156	0.5333	0.5555	0.5333	0.7303
No log	13.1667	158	0.5316	0.5619	0.5316	0.7291
No log	13.3333	160	0.5448	0.5653	0.5448	0.7381
No log	13.5	162	0.5614	0.5818	0.5614	0.7493
No log	13.6667	164	0.5599	0.5949	0.5599	0.7483
No log	13.8333	166	0.5567	0.6046	0.5567	0.7461
No log	14.0	168	0.5312	0.5976	0.5312	0.7289
No log	14.1667	170	0.5282	0.6114	0.5282	0.7268
No log	14.3333	172	0.5301	0.6047	0.5301	0.7281
No log	14.5	174	0.5217	0.6172	0.5217	0.7223
No log	14.6667	176	0.5210	0.6411	0.5210	0.7218
No log	14.8333	178	0.5389	0.6270	0.5389	0.7341
No log	15.0	180	0.5367	0.6129	0.5367	0.7326
No log	15.1667	182	0.5209	0.6270	0.5209	0.7217
No log	15.3333	184	0.5199	0.6284	0.5199	0.7211
No log	15.5	186	0.5244	0.6137	0.5244	0.7241
No log	15.6667	188	0.5321	0.5809	0.5321	0.7294
No log	15.8333	190	0.5527	0.5551	0.5527	0.7434
No log	16.0	192	0.5703	0.5585	0.5703	0.7552
No log	16.1667	194	0.5542	0.5440	0.5542	0.7444
No log	16.3333	196	0.5482	0.5672	0.5482	0.7404
No log	16.5	198	0.5593	0.6011	0.5593	0.7479
No log	16.6667	200	0.5636	0.5785	0.5636	0.7507
No log	16.8333	202	0.5790	0.5882	0.5790	0.7609
No log	17.0	204	0.5836	0.5600	0.5836	0.7639
No log	17.1667	206	0.5846	0.5768	0.5846	0.7646
No log	17.3333	208	0.5973	0.5969	0.5973	0.7728
No log	17.5	210	0.5984	0.5836	0.5984	0.7736
No log	17.6667	212	0.6027	0.5795	0.6027	0.7763
No log	17.8333	214	0.6062	0.5700	0.6062	0.7786
No log	18.0	216	0.6248	0.5736	0.6248	0.7905
No log	18.1667	218	0.6374	0.5506	0.6374	0.7984
No log	18.3333	220	0.6203	0.5865	0.6203	0.7876
No log	18.5	222	0.6089	0.5971	0.6089	0.7803
No log	18.6667	224	0.6091	0.5886	0.6091	0.7804
No log	18.8333	226	0.6075	0.5642	0.6075	0.7794
No log	19.0	228	0.6026	0.5643	0.6026	0.7763
No log	19.1667	230	0.6017	0.5696	0.6017	0.7757
No log	19.3333	232	0.6021	0.5658	0.6021	0.7760
No log	19.5	234	0.6086	0.5512	0.6086	0.7801
No log	19.6667	236	0.6160	0.5662	0.6160	0.7849
No log	19.8333	238	0.6222	0.5538	0.6222	0.7888
No log	20.0	240	0.6356	0.5776	0.6356	0.7973
No log	20.1667	242	0.6312	0.5169	0.6312	0.7945
No log	20.3333	244	0.6429	0.5169	0.6429	0.8018
No log	20.5	246	0.6332	0.5467	0.6332	0.7957
No log	20.6667	248	0.6212	0.5752	0.6212	0.7881
No log	20.8333	250	0.6238	0.5881	0.6238	0.7898
No log	21.0	252	0.6302	0.5741	0.6302	0.7938
No log	21.1667	254	0.6405	0.5781	0.6405	0.8003
No log	21.3333	256	0.6302	0.5552	0.6302	0.7939
No log	21.5	258	0.6188	0.5658	0.6188	0.7866
No log	21.6667	260	0.6233	0.5469	0.6233	0.7895
No log	21.8333	262	0.6437	0.5888	0.6437	0.8023
No log	22.0	264	0.6442	0.5577	0.6442	0.8026
No log	22.1667	266	0.6415	0.5854	0.6415	0.8009
No log	22.3333	268	0.6371	0.6234	0.6371	0.7982
No log	22.5	270	0.6483	0.5856	0.6483	0.8052
No log	22.6667	272	0.6550	0.5797	0.6550	0.8093
No log	22.8333	274	0.6537	0.5885	0.6537	0.8085
No log	23.0	276	0.6589	0.5694	0.6589	0.8117
No log	23.1667	278	0.6716	0.5679	0.6716	0.8195
No log	23.3333	280	0.6888	0.5600	0.6888	0.8300
No log	23.5	282	0.7211	0.6014	0.7211	0.8491
No log	23.6667	284	0.7248	0.6014	0.7248	0.8514
No log	23.8333	286	0.7160	0.6079	0.7160	0.8462
No log	24.0	288	0.6942	0.5749	0.6942	0.8332
No log	24.1667	290	0.6850	0.5805	0.6850	0.8276
No log	24.3333	292	0.6812	0.5663	0.6812	0.8253
No log	24.5	294	0.6849	0.5857	0.6849	0.8276
No log	24.6667	296	0.6881	0.5985	0.6881	0.8295
No log	24.8333	298	0.6957	0.5990	0.6957	0.8341
No log	25.0	300	0.6914	0.5985	0.6914	0.8315
No log	25.1667	302	0.6762	0.5939	0.6762	0.8223
No log	25.3333	304	0.6569	0.5758	0.6569	0.8105
No log	25.5	306	0.6546	0.5577	0.6546	0.8091
No log	25.6667	308	0.6540	0.5551	0.6540	0.8087
No log	25.8333	310	0.6562	0.5526	0.6562	0.8101
No log	26.0	312	0.6576	0.5591	0.6576	0.8109
No log	26.1667	314	0.6658	0.5876	0.6658	0.8160
No log	26.3333	316	0.6931	0.5838	0.6931	0.8325
No log	26.5	318	0.7027	0.5825	0.7027	0.8383
No log	26.6667	320	0.6987	0.5921	0.6987	0.8359
No log	26.8333	322	0.7092	0.4930	0.7092	0.8421
No log	27.0	324	0.7623	0.4986	0.7623	0.8731
No log	27.1667	326	0.7575	0.5051	0.7575	0.8703
No log	27.3333	328	0.7001	0.5243	0.7001	0.8367
No log	27.5	330	0.6888	0.5678	0.6888	0.8300
No log	27.6667	332	0.6909	0.5715	0.6909	0.8312
No log	27.8333	334	0.6910	0.5883	0.6910	0.8313
No log	28.0	336	0.6848	0.5751	0.6848	0.8275
No log	28.1667	338	0.6789	0.5699	0.6789	0.8239
No log	28.3333	340	0.6774	0.5741	0.6774	0.8231
No log	28.5	342	0.6761	0.5588	0.6761	0.8223
No log	28.6667	344	0.6749	0.5641	0.6749	0.8215
No log	28.8333	346	0.6783	0.5641	0.6783	0.8236
No log	29.0	348	0.6783	0.5656	0.6783	0.8236
No log	29.1667	350	0.6798	0.5691	0.6798	0.8245
No log	29.3333	352	0.6824	0.5779	0.6824	0.8261
No log	29.5	354	0.6858	0.5986	0.6858	0.8281
No log	29.6667	356	0.6838	0.5908	0.6838	0.8269
No log	29.8333	358	0.6852	0.5323	0.6852	0.8277
No log	30.0	360	0.7187	0.5245	0.7187	0.8478
No log	30.1667	362	0.7548	0.5128	0.7548	0.8688
No log	30.3333	364	0.7311	0.5461	0.7311	0.8551
No log	30.5	366	0.6985	0.5526	0.6985	0.8358
No log	30.6667	368	0.6950	0.6103	0.6950	0.8336
No log	30.8333	370	0.7076	0.6091	0.7076	0.8412
No log	31.0	372	0.7119	0.5962	0.7119	0.8438
No log	31.1667	374	0.6965	0.6110	0.6965	0.8346
No log	31.3333	376	0.6848	0.5933	0.6848	0.8275
No log	31.5	378	0.6812	0.5439	0.6812	0.8253
No log	31.6667	380	0.6892	0.5628	0.6892	0.8302
No log	31.8333	382	0.6883	0.5549	0.6883	0.8296
No log	32.0	384	0.6943	0.5483	0.6943	0.8332
No log	32.1667	386	0.7083	0.5721	0.7083	0.8416
No log	32.3333	388	0.7232	0.5996	0.7232	0.8504
No log	32.5	390	0.7105	0.5897	0.7105	0.8429
No log	32.6667	392	0.6929	0.5838	0.6929	0.8324
No log	32.8333	394	0.6885	0.5736	0.6885	0.8298
No log	33.0	396	0.6936	0.5458	0.6936	0.8328
No log	33.1667	398	0.7020	0.5579	0.7020	0.8379
No log	33.3333	400	0.6958	0.5402	0.6958	0.8341
No log	33.5	402	0.7035	0.5614	0.7035	0.8388
No log	33.6667	404	0.7146	0.5653	0.7146	0.8453
No log	33.8333	406	0.7128	0.5658	0.7128	0.8443
No log	34.0	408	0.7064	0.5705	0.7064	0.8405
No log	34.1667	410	0.7055	0.5689	0.7055	0.8399
No log	34.3333	412	0.7131	0.5547	0.7131	0.8444
No log	34.5	414	0.7131	0.5913	0.7131	0.8444
No log	34.6667	416	0.7155	0.5762	0.7155	0.8459
No log	34.8333	418	0.7186	0.5847	0.7186	0.8477
No log	35.0	420	0.7219	0.5737	0.7219	0.8497
No log	35.1667	422	0.7381	0.5897	0.7381	0.8591
No log	35.3333	424	0.7426	0.5845	0.7426	0.8618
No log	35.5	426	0.7232	0.5329	0.7232	0.8504
No log	35.6667	428	0.7042	0.5563	0.7042	0.8392
No log	35.8333	430	0.6851	0.5423	0.6851	0.8277
No log	36.0	432	0.6772	0.5683	0.6772	0.8229
No log	36.1667	434	0.6861	0.5852	0.6861	0.8283
No log	36.3333	436	0.6894	0.5741	0.6894	0.8303
No log	36.5	438	0.6899	0.5988	0.6899	0.8306
No log	36.6667	440	0.6820	0.6010	0.6820	0.8259
No log	36.8333	442	0.6680	0.5719	0.6680	0.8173
No log	37.0	444	0.6717	0.5421	0.6717	0.8196
No log	37.1667	446	0.6773	0.5421	0.6773	0.8230
No log	37.3333	448	0.6835	0.5521	0.6835	0.8268
No log	37.5	450	0.7015	0.5462	0.7015	0.8376
No log	37.6667	452	0.7315	0.5140	0.7315	0.8553
No log	37.8333	454	0.7524	0.5169	0.7524	0.8674
No log	38.0	456	0.7487	0.5334	0.7487	0.8653
No log	38.1667	458	0.7307	0.5112	0.7307	0.8548
No log	38.3333	460	0.7179	0.4689	0.7179	0.8473
No log	38.5	462	0.7116	0.4980	0.7116	0.8436
No log	38.6667	464	0.7035	0.5594	0.7035	0.8388
No log	38.8333	466	0.7062	0.5711	0.7062	0.8403
No log	39.0	468	0.7181	0.5891	0.7181	0.8474
No log	39.1667	470	0.7279	0.5793	0.7279	0.8532
No log	39.3333	472	0.7424	0.5768	0.7424	0.8616
No log	39.5	474	0.7505	0.5787	0.7505	0.8663
No log	39.6667	476	0.7593	0.5741	0.7593	0.8714
No log	39.8333	478	0.7371	0.5698	0.7371	0.8585
No log	40.0	480	0.7237	0.5534	0.7237	0.8507
No log	40.1667	482	0.7183	0.5687	0.7183	0.8475
No log	40.3333	484	0.7145	0.5618	0.7145	0.8453
No log	40.5	486	0.7131	0.5659	0.7131	0.8445
No log	40.6667	488	0.7108	0.5825	0.7108	0.8431
No log	40.8333	490	0.7168	0.5793	0.7168	0.8466
No log	41.0	492	0.7128	0.5790	0.7128	0.8443
No log	41.1667	494	0.7034	0.5838	0.7034	0.8387
No log	41.3333	496	0.7058	0.5821	0.7058	0.8401
No log	41.5	498	0.7204	0.5681	0.7204	0.8488
0.559	41.6667	500	0.7350	0.5572	0.7350	0.8573
0.559	41.8333	502	0.7599	0.5398	0.7599	0.8717
0.559	42.0	504	0.7900	0.5505	0.7900	0.8888
0.559	42.1667	506	0.7976	0.5505	0.7976	0.8931
0.559	42.3333	508	0.7699	0.5581	0.7699	0.8775
0.559	42.5	510	0.7267	0.5809	0.7267	0.8525
0.559	42.6667	512	0.7006	0.5523	0.7006	0.8370
0.559	42.8333	514	0.7005	0.5687	0.7005	0.8370
0.559	43.0	516	0.6967	0.5687	0.6967	0.8347
0.559	43.1667	518	0.6941	0.5631	0.6941	0.8332
0.559	43.3333	520	0.7110	0.5927	0.7110	0.8432
0.559	43.5	522	0.7448	0.5557	0.7448	0.8630
0.559	43.6667	524	0.7504	0.54	0.7504	0.8662
0.559	43.8333	526	0.7308	0.5395	0.7308	0.8549
0.559	44.0	528	0.7018	0.5575	0.7018	0.8377
0.559	44.1667	530	0.6866	0.5696	0.6866	0.8286
0.559	44.3333	532	0.6812	0.6041	0.6812	0.8253
0.559	44.5	534	0.6733	0.6062	0.6733	0.8206
0.559	44.6667	536	0.6671	0.5853	0.6671	0.8168
0.559	44.8333	538	0.6646	0.5825	0.6646	0.8152
0.559	45.0	540	0.6623	0.5790	0.6623	0.8138
0.559	45.1667	542	0.6627	0.5618	0.6627	0.8141
0.559	45.3333	544	0.6743	0.5707	0.6743	0.8212
0.559	45.5	546	0.6690	0.5931	0.6690	0.8179
0.559	45.6667	548	0.6661	0.5914	0.6661	0.8162
0.559	45.8333	550	0.6590	0.6141	0.6590	0.8118
0.559	46.0	552	0.6568	0.6099	0.6568	0.8104
0.559	46.1667	554	0.6640	0.6099	0.6640	0.8149
0.559	46.3333	556	0.6785	0.5884	0.6785	0.8237
0.559	46.5	558	0.7035	0.5861	0.7035	0.8388
0.559	46.6667	560	0.7215	0.5796	0.7215	0.8494
0.559	46.8333	562	0.7326	0.5880	0.7326	0.8559
0.559	47.0	564	0.7253	0.5897	0.7253	0.8516
0.559	47.1667	566	0.7263	0.5451	0.7263	0.8522
0.559	47.3333	568	0.7270	0.4881	0.7270	0.8527
0.559	47.5	570	0.7246	0.4926	0.7246	0.8512
0.559	47.6667	572	0.7245	0.5073	0.7245	0.8512
0.559	47.8333	574	0.7241	0.4992	0.7241	0.8509

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k4_task2_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k4_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k4_task2_organization