Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0556	2	6.5062	-0.0278	6.5062	2.5507
No log	0.1111	4	4.4505	-0.0328	4.4505	2.1096
No log	0.1667	6	3.1937	-0.0172	3.1937	1.7871
No log	0.2222	8	2.3610	-0.0189	2.3610	1.5365
No log	0.2778	10	1.8705	-0.0312	1.8705	1.3677
No log	0.3333	12	1.5493	-0.0691	1.5493	1.2447
No log	0.3889	14	1.4980	-0.1370	1.4980	1.2239
No log	0.4444	16	1.3858	-0.0448	1.3858	1.1772
No log	0.5	18	1.1274	-0.0961	1.1274	1.0618
No log	0.5556	20	0.9383	0.0184	0.9383	0.9687
No log	0.6111	22	0.9171	0.0031	0.9171	0.9576
No log	0.6667	24	0.9568	0.1070	0.9568	0.9781
No log	0.7222	26	0.9064	0.1233	0.9064	0.9521
No log	0.7778	28	0.8823	0.1565	0.8823	0.9393
No log	0.8333	30	0.8354	0.2513	0.8354	0.9140
No log	0.8889	32	0.7671	0.2168	0.7671	0.8758
No log	0.9444	34	0.7423	0.2287	0.7423	0.8616
No log	1.0	36	0.7476	0.2725	0.7476	0.8646
No log	1.0556	38	0.7560	0.3258	0.7560	0.8695
No log	1.1111	40	0.8219	0.3403	0.8219	0.9066
No log	1.1667	42	1.0142	0.2138	1.0142	1.0071
No log	1.2222	44	1.1375	0.2581	1.1375	1.0665
No log	1.2778	46	1.0854	0.2670	1.0854	1.0418
No log	1.3333	48	0.9758	0.3066	0.9758	0.9878
No log	1.3889	50	0.8424	0.3586	0.8424	0.9178
No log	1.4444	52	0.7520	0.3754	0.7520	0.8672
No log	1.5	54	0.7006	0.3538	0.7006	0.8370
No log	1.5556	56	0.7257	0.3676	0.7257	0.8519
No log	1.6111	58	0.8042	0.3936	0.8042	0.8968
No log	1.6667	60	0.8867	0.3424	0.8867	0.9416
No log	1.7222	62	0.8923	0.3282	0.8923	0.9446
No log	1.7778	64	0.7968	0.3730	0.7968	0.8926
No log	1.8333	66	0.7667	0.3824	0.7667	0.8756
No log	1.8889	68	0.6522	0.4590	0.6522	0.8076
No log	1.9444	70	0.6089	0.4655	0.6089	0.7803
No log	2.0	72	0.5931	0.4231	0.5931	0.7701
No log	2.0556	74	0.6062	0.4855	0.6062	0.7786
No log	2.1111	76	0.6450	0.4873	0.6450	0.8031
No log	2.1667	78	0.6794	0.4644	0.6794	0.8242
No log	2.2222	80	0.6847	0.4867	0.6847	0.8274
No log	2.2778	82	0.7023	0.4972	0.7023	0.8380
No log	2.3333	84	0.7232	0.4718	0.7232	0.8504
No log	2.3889	86	0.7070	0.4503	0.7070	0.8408
No log	2.4444	88	0.7224	0.4544	0.7224	0.8499
No log	2.5	90	0.8074	0.4127	0.8074	0.8986
No log	2.5556	92	0.8038	0.4069	0.8038	0.8965
No log	2.6111	94	0.7026	0.4631	0.7026	0.8382
No log	2.6667	96	0.6460	0.4386	0.6460	0.8037
No log	2.7222	98	0.5758	0.5067	0.5758	0.7588
No log	2.7778	100	0.5313	0.5227	0.5313	0.7289
No log	2.8333	102	0.5417	0.4245	0.5417	0.7360
No log	2.8889	104	0.5541	0.4687	0.5541	0.7444
No log	2.9444	106	0.5600	0.5173	0.5600	0.7484
No log	3.0	108	0.5776	0.5249	0.5776	0.7600
No log	3.0556	110	0.6016	0.4804	0.6016	0.7756
No log	3.1111	112	0.6014	0.4804	0.6014	0.7755
No log	3.1667	114	0.5808	0.5068	0.5808	0.7621
No log	3.2222	116	0.5581	0.5049	0.5581	0.7471
No log	3.2778	118	0.5476	0.4639	0.5476	0.7400
No log	3.3333	120	0.5480	0.4410	0.5480	0.7402
No log	3.3889	122	0.5417	0.4332	0.5417	0.7360
No log	3.4444	124	0.5415	0.4934	0.5415	0.7359
No log	3.5	126	0.5625	0.5218	0.5625	0.7500
No log	3.5556	128	0.5799	0.5144	0.5799	0.7615
No log	3.6111	130	0.6038	0.4981	0.6038	0.7770
No log	3.6667	132	0.6500	0.5096	0.6500	0.8062
No log	3.7222	134	0.6989	0.5352	0.6989	0.8360
No log	3.7778	136	0.6883	0.5138	0.6883	0.8296
No log	3.8333	138	0.6978	0.5352	0.6978	0.8354
No log	3.8889	140	0.6644	0.5063	0.6644	0.8151
No log	3.9444	142	0.6519	0.4864	0.6519	0.8074
No log	4.0	144	0.6567	0.5310	0.6567	0.8103
No log	4.0556	146	0.6181	0.5161	0.6181	0.7862
No log	4.1111	148	0.5960	0.4971	0.5960	0.7720
No log	4.1667	150	0.6151	0.5161	0.6151	0.7843
No log	4.2222	152	0.6216	0.4892	0.6216	0.7884
No log	4.2778	154	0.5933	0.4929	0.5933	0.7702
No log	4.3333	156	0.6027	0.5688	0.6027	0.7763
No log	4.3889	158	0.6105	0.5841	0.6105	0.7813
No log	4.4444	160	0.6223	0.5441	0.6223	0.7889
No log	4.5	162	0.6887	0.5270	0.6887	0.8299
No log	4.5556	164	0.8574	0.4441	0.8574	0.9260
No log	4.6111	166	0.8922	0.4434	0.8922	0.9445
No log	4.6667	168	0.7745	0.5074	0.7745	0.8800
No log	4.7222	170	0.6674	0.5354	0.6674	0.8170
No log	4.7778	172	0.6797	0.4929	0.6797	0.8244
No log	4.8333	174	0.7252	0.4165	0.7252	0.8516
No log	4.8889	176	0.7156	0.4308	0.7156	0.8459
No log	4.9444	178	0.6559	0.4978	0.6559	0.8099
No log	5.0	180	0.6093	0.6186	0.6093	0.7806
No log	5.0556	182	0.6229	0.5663	0.6229	0.7892
No log	5.1111	184	0.6613	0.5731	0.6613	0.8132
No log	5.1667	186	0.6885	0.5473	0.6885	0.8297
No log	5.2222	188	0.6643	0.5395	0.6643	0.8151
No log	5.2778	190	0.6601	0.5738	0.6601	0.8125
No log	5.3333	192	0.7049	0.5418	0.7049	0.8396
No log	5.3889	194	0.7099	0.5503	0.7099	0.8425
No log	5.4444	196	0.7224	0.5464	0.7224	0.8499
No log	5.5	198	0.7476	0.4833	0.7476	0.8646
No log	5.5556	200	0.8917	0.4860	0.8917	0.9443
No log	5.6111	202	0.9903	0.4469	0.9903	0.9951
No log	5.6667	204	0.9072	0.4928	0.9072	0.9525
No log	5.7222	206	0.8161	0.5122	0.8161	0.9034
No log	5.7778	208	0.7538	0.5021	0.7538	0.8682
No log	5.8333	210	0.7310	0.5188	0.7310	0.8550
No log	5.8889	212	0.7169	0.5311	0.7169	0.8467
No log	5.9444	214	0.7227	0.5567	0.7227	0.8501
No log	6.0	216	0.7444	0.5395	0.7444	0.8628
No log	6.0556	218	0.7194	0.5568	0.7194	0.8482
No log	6.1111	220	0.7059	0.5364	0.7059	0.8402
No log	6.1667	222	0.7184	0.5334	0.7184	0.8476
No log	6.2222	224	0.7161	0.5436	0.7161	0.8463
No log	6.2778	226	0.7450	0.5361	0.7450	0.8631
No log	6.3333	228	0.7557	0.5295	0.7557	0.8693
No log	6.3889	230	0.7579	0.5176	0.7579	0.8706
No log	6.4444	232	0.7738	0.5471	0.7738	0.8796
No log	6.5	234	0.8133	0.5091	0.8133	0.9018
No log	6.5556	236	0.9358	0.4462	0.9358	0.9674
No log	6.6111	238	0.9739	0.4651	0.9739	0.9868
No log	6.6667	240	0.8819	0.4780	0.8819	0.9391
No log	6.7222	242	0.8291	0.5183	0.8291	0.9105
No log	6.7778	244	0.7824	0.5143	0.7824	0.8846
No log	6.8333	246	0.7775	0.4992	0.7775	0.8818
No log	6.8889	248	0.7957	0.4704	0.7957	0.8920
No log	6.9444	250	0.7606	0.5069	0.7606	0.8721
No log	7.0	252	0.7175	0.5246	0.7175	0.8471
No log	7.0556	254	0.7299	0.5574	0.7299	0.8543
No log	7.1111	256	0.7093	0.5514	0.7093	0.8422
No log	7.1667	258	0.6843	0.5061	0.6843	0.8272
No log	7.2222	260	0.7574	0.4581	0.7574	0.8703
No log	7.2778	262	0.8553	0.4734	0.8553	0.9248
No log	7.3333	264	0.8578	0.4664	0.8578	0.9262
No log	7.3889	266	0.7647	0.4935	0.7647	0.8745
No log	7.4444	268	0.6781	0.5507	0.6781	0.8235
No log	7.5	270	0.6825	0.5531	0.6825	0.8261
No log	7.5556	272	0.6959	0.5003	0.6959	0.8342
No log	7.6111	274	0.7066	0.5137	0.7066	0.8406
No log	7.6667	276	0.7061	0.5827	0.7061	0.8403
No log	7.7222	278	0.7212	0.5563	0.7212	0.8492
No log	7.7778	280	0.7693	0.5237	0.7693	0.8771
No log	7.8333	282	0.8407	0.4567	0.8407	0.9169
No log	7.8889	284	0.8389	0.4617	0.8389	0.9159
No log	7.9444	286	0.8054	0.4799	0.8054	0.8974
No log	8.0	288	0.7869	0.5166	0.7869	0.8871
No log	8.0556	290	0.7877	0.4992	0.7877	0.8875
No log	8.1111	292	0.8086	0.4858	0.8086	0.8992
No log	8.1667	294	0.8689	0.4345	0.8689	0.9322
No log	8.2222	296	0.8638	0.4488	0.8638	0.9294
No log	8.2778	298	0.7712	0.4995	0.7712	0.8782
No log	8.3333	300	0.7526	0.4978	0.7526	0.8675
No log	8.3889	302	0.8027	0.4237	0.8027	0.8959
No log	8.4444	304	0.8331	0.4275	0.8331	0.9127
No log	8.5	306	0.7915	0.4401	0.7915	0.8897
No log	8.5556	308	0.7257	0.4595	0.7257	0.8519
No log	8.6111	310	0.6847	0.5306	0.6847	0.8275
No log	8.6667	312	0.6668	0.5129	0.6668	0.8166
No log	8.7222	314	0.6659	0.5323	0.6659	0.8160
No log	8.7778	316	0.6916	0.4203	0.6916	0.8316
No log	8.8333	318	0.6918	0.4264	0.6918	0.8318
No log	8.8889	320	0.7058	0.4264	0.7058	0.8401
No log	8.9444	322	0.7378	0.4465	0.7378	0.8590
No log	9.0	324	0.7808	0.3861	0.7808	0.8836
No log	9.0556	326	0.7765	0.4094	0.7765	0.8812
No log	9.1111	328	0.7711	0.4640	0.7711	0.8781
No log	9.1667	330	0.8019	0.4398	0.8019	0.8955
No log	9.2222	332	0.8459	0.4080	0.8459	0.9197
No log	9.2778	334	0.8588	0.4057	0.8588	0.9267
No log	9.3333	336	0.8420	0.4131	0.8420	0.9176
No log	9.3889	338	0.7515	0.4782	0.7515	0.8669
No log	9.4444	340	0.7242	0.4884	0.7242	0.8510
No log	9.5	342	0.7562	0.4608	0.7562	0.8696
No log	9.5556	344	0.7823	0.4805	0.7823	0.8845
No log	9.6111	346	0.7580	0.4953	0.7580	0.8707
No log	9.6667	348	0.7521	0.5289	0.7521	0.8672
No log	9.7222	350	0.7646	0.5013	0.7646	0.8744
No log	9.7778	352	0.7222	0.4750	0.7222	0.8498
No log	9.8333	354	0.7239	0.4756	0.7239	0.8508
No log	9.8889	356	0.7614	0.4941	0.7614	0.8726
No log	9.9444	358	0.7793	0.4818	0.7793	0.8828
No log	10.0	360	0.8011	0.4818	0.8011	0.8950
No log	10.0556	362	0.7606	0.4592	0.7606	0.8721
No log	10.1111	364	0.7493	0.4880	0.7493	0.8656
No log	10.1667	366	0.7622	0.5008	0.7622	0.8730
No log	10.2222	368	0.7617	0.4877	0.7617	0.8728
No log	10.2778	370	0.7677	0.5099	0.7677	0.8762
No log	10.3333	372	0.7717	0.5358	0.7717	0.8784
No log	10.3889	374	0.8202	0.4387	0.8202	0.9056
No log	10.4444	376	0.8171	0.4371	0.8171	0.9039
No log	10.5	378	0.7680	0.5188	0.7680	0.8763
No log	10.5556	380	0.7565	0.5304	0.7565	0.8698
No log	10.6111	382	0.7607	0.4968	0.7607	0.8722
No log	10.6667	384	0.7673	0.5021	0.7673	0.8759
No log	10.7222	386	0.7838	0.4979	0.7838	0.8853
No log	10.7778	388	0.7963	0.4866	0.7963	0.8924
No log	10.8333	390	0.8091	0.4679	0.8091	0.8995
No log	10.8889	392	0.8164	0.4625	0.8164	0.9035
No log	10.9444	394	0.8037	0.4936	0.8037	0.8965
No log	11.0	396	0.8003	0.4707	0.8003	0.8946
No log	11.0556	398	0.8029	0.5109	0.8029	0.8960
No log	11.1111	400	0.7858	0.4802	0.7858	0.8864
No log	11.1667	402	0.7790	0.5099	0.7790	0.8826
No log	11.2222	404	0.7684	0.5114	0.7684	0.8766
No log	11.2778	406	0.7734	0.5223	0.7734	0.8794
No log	11.3333	408	0.7549	0.5234	0.7549	0.8688
No log	11.3889	410	0.7473	0.5054	0.7473	0.8645
No log	11.4444	412	0.7549	0.5258	0.7549	0.8688
No log	11.5	414	0.7654	0.5188	0.7654	0.8748
No log	11.5556	416	0.7778	0.5090	0.7778	0.8819
No log	11.6111	418	0.8063	0.4799	0.8063	0.8980
No log	11.6667	420	0.9275	0.4046	0.9275	0.9631
No log	11.7222	422	0.9563	0.4005	0.9563	0.9779
No log	11.7778	424	0.8658	0.4512	0.8658	0.9305
No log	11.8333	426	0.7605	0.4716	0.7605	0.8721
No log	11.8889	428	0.7501	0.4543	0.7501	0.8661
No log	11.9444	430	0.7353	0.5208	0.7353	0.8575
No log	12.0	432	0.7122	0.4800	0.7122	0.8439
No log	12.0556	434	0.7282	0.5223	0.7282	0.8534
No log	12.1111	436	0.7366	0.5191	0.7366	0.8582
No log	12.1667	438	0.7084	0.5509	0.7084	0.8417
No log	12.2222	440	0.7013	0.5203	0.7013	0.8374
No log	12.2778	442	0.7053	0.5276	0.7053	0.8398
No log	12.3333	444	0.7110	0.5278	0.7110	0.8432
No log	12.3889	446	0.7456	0.5291	0.7456	0.8635
No log	12.4444	448	0.7532	0.5243	0.7532	0.8679
No log	12.5	450	0.7233	0.5424	0.7233	0.8505
No log	12.5556	452	0.7167	0.5321	0.7167	0.8466
No log	12.6111	454	0.7333	0.5227	0.7333	0.8563
No log	12.6667	456	0.7185	0.5248	0.7185	0.8477
No log	12.7222	458	0.7164	0.5283	0.7164	0.8464
No log	12.7778	460	0.7475	0.5350	0.7475	0.8646
No log	12.8333	462	0.7599	0.5125	0.7599	0.8717
No log	12.8889	464	0.7680	0.5265	0.7680	0.8764
No log	12.9444	466	0.7671	0.5211	0.7671	0.8759
No log	13.0	468	0.7789	0.5054	0.7789	0.8825
No log	13.0556	470	0.7835	0.5137	0.7835	0.8852
No log	13.1111	472	0.7818	0.5221	0.7818	0.8842
No log	13.1667	474	0.7874	0.5056	0.7874	0.8874
No log	13.2222	476	0.8039	0.5013	0.8039	0.8966
No log	13.2778	478	0.8040	0.4767	0.8040	0.8967
No log	13.3333	480	0.7975	0.4767	0.7975	0.8930
No log	13.3889	482	0.7864	0.5214	0.7864	0.8868
No log	13.4444	484	0.7718	0.5192	0.7718	0.8785
No log	13.5	486	0.7495	0.5208	0.7495	0.8657
No log	13.5556	488	0.7510	0.5272	0.7510	0.8666
No log	13.6111	490	0.7602	0.4959	0.7602	0.8719
No log	13.6667	492	0.7286	0.5149	0.7286	0.8536
No log	13.7222	494	0.7076	0.5159	0.7076	0.8412
No log	13.7778	496	0.7165	0.5146	0.7165	0.8465
No log	13.8333	498	0.7239	0.5235	0.7239	0.8508
0.5562	13.8889	500	0.7267	0.5211	0.7267	0.8524
0.5562	13.9444	502	0.7417	0.4910	0.7417	0.8612
0.5562	14.0	504	0.7622	0.4920	0.7622	0.8730
0.5562	14.0556	506	0.7588	0.4635	0.7588	0.8711
0.5562	14.1111	508	0.7576	0.4753	0.7576	0.8704
0.5562	14.1667	510	0.7619	0.5216	0.7619	0.8728
0.5562	14.2222	512	0.7648	0.5238	0.7648	0.8746
0.5562	14.2778	514	0.7429	0.5398	0.7429	0.8619
0.5562	14.3333	516	0.7462	0.5273	0.7462	0.8638
0.5562	14.3889	518	0.7538	0.4743	0.7538	0.8682
0.5562	14.4444	520	0.7551	0.4787	0.7551	0.8689
0.5562	14.5	522	0.7424	0.4896	0.7424	0.8616
0.5562	14.5556	524	0.7218	0.5208	0.7218	0.8496
0.5562	14.6111	526	0.7196	0.5166	0.7196	0.8483

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k14_task2_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k14_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k14_task2_organization