Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.2222	2	7.8246	-0.0399	7.8246	2.7973
No log	0.4444	4	5.6163	-0.0349	5.6163	2.3699
No log	0.6667	6	3.9981	0.0230	3.9981	1.9995
No log	0.8889	8	2.9613	0.0896	2.9613	1.7208
No log	1.1111	10	2.2212	0.1796	2.2212	1.4904
No log	1.3333	12	1.6449	0.1800	1.6449	1.2826
No log	1.5556	14	1.2958	0.2994	1.2958	1.1383
No log	1.7778	16	1.1803	0.3043	1.1803	1.0864
No log	2.0	18	1.0955	0.2894	1.0955	1.0467
No log	2.2222	20	1.0181	0.4447	1.0181	1.0090
No log	2.4444	22	1.1228	0.4040	1.1228	1.0596
No log	2.6667	24	1.3911	0.3116	1.3911	1.1794
No log	2.8889	26	1.3930	0.3172	1.3930	1.1802
No log	3.1111	28	1.2329	0.3530	1.2329	1.1103
No log	3.3333	30	1.0013	0.4952	1.0013	1.0007
No log	3.5556	32	0.9125	0.5086	0.9125	0.9553
No log	3.7778	34	0.8639	0.5181	0.8639	0.9294
No log	4.0	36	0.8668	0.5205	0.8668	0.9310
No log	4.2222	38	0.9128	0.4872	0.9128	0.9554
No log	4.4444	40	0.9477	0.4878	0.9477	0.9735
No log	4.6667	42	0.8965	0.5428	0.8965	0.9468
No log	4.8889	44	0.7972	0.6022	0.7972	0.8929
No log	5.1111	46	0.7571	0.6382	0.7571	0.8701
No log	5.3333	48	0.7748	0.6301	0.7748	0.8802
No log	5.5556	50	0.7585	0.6575	0.7585	0.8709
No log	5.7778	52	0.7108	0.6484	0.7108	0.8431
No log	6.0	54	0.7187	0.6447	0.7187	0.8478
No log	6.2222	56	0.7163	0.6529	0.7163	0.8464
No log	6.4444	58	0.7641	0.6558	0.7641	0.8741
No log	6.6667	60	0.9337	0.6170	0.9337	0.9663
No log	6.8889	62	1.0025	0.5783	1.0025	1.0013
No log	7.1111	64	0.9235	0.6174	0.9235	0.9610
No log	7.3333	66	0.7502	0.6629	0.7502	0.8661
No log	7.5556	68	0.6914	0.6805	0.6914	0.8315
No log	7.7778	70	0.7015	0.6851	0.7015	0.8375
No log	8.0	72	0.7597	0.6654	0.7597	0.8716
No log	8.2222	74	0.8571	0.6654	0.8571	0.9258
No log	8.4444	76	0.8820	0.6425	0.8820	0.9391
No log	8.6667	78	0.8256	0.6816	0.8256	0.9086
No log	8.8889	80	0.7225	0.7003	0.7225	0.8500
No log	9.1111	82	0.6803	0.7014	0.6803	0.8248
No log	9.3333	84	0.6847	0.7085	0.6847	0.8274
No log	9.5556	86	0.7022	0.6936	0.7022	0.8380
No log	9.7778	88	0.6983	0.6905	0.6983	0.8356
No log	10.0	90	0.7202	0.6893	0.7202	0.8486
No log	10.2222	92	0.8312	0.6625	0.8312	0.9117
No log	10.4444	94	0.8481	0.6559	0.8481	0.9209
No log	10.6667	96	0.7268	0.6765	0.7268	0.8525
No log	10.8889	98	0.6326	0.7101	0.6326	0.7953
No log	11.1111	100	0.6245	0.7161	0.6245	0.7903
No log	11.3333	102	0.6404	0.7066	0.6404	0.8003
No log	11.5556	104	0.6782	0.7030	0.6782	0.8235
No log	11.7778	106	0.7058	0.6893	0.7058	0.8401
No log	12.0	108	0.6936	0.6942	0.6936	0.8329
No log	12.2222	110	0.6589	0.6945	0.6589	0.8117
No log	12.4444	112	0.6490	0.6925	0.6490	0.8056
No log	12.6667	114	0.6632	0.6989	0.6632	0.8143
No log	12.8889	116	0.6792	0.6991	0.6792	0.8241
No log	13.1111	118	0.6760	0.7109	0.6760	0.8222
No log	13.3333	120	0.6767	0.7247	0.6767	0.8226
No log	13.5556	122	0.6881	0.7257	0.6881	0.8295
No log	13.7778	124	0.6872	0.7277	0.6872	0.8290
No log	14.0	126	0.6981	0.7082	0.6981	0.8355
No log	14.2222	128	0.8131	0.6194	0.8131	0.9017
No log	14.4444	130	0.9049	0.6442	0.9049	0.9513
No log	14.6667	132	0.8203	0.6254	0.8203	0.9057
No log	14.8889	134	0.7047	0.7224	0.7047	0.8395
No log	15.1111	136	0.6979	0.7338	0.6979	0.8354
No log	15.3333	138	0.7230	0.7114	0.7230	0.8503
No log	15.5556	140	0.6961	0.7309	0.6961	0.8343
No log	15.7778	142	0.7048	0.7053	0.7048	0.8395
No log	16.0	144	0.7215	0.6952	0.7215	0.8494
No log	16.2222	146	0.7178	0.7153	0.7178	0.8472
No log	16.4444	148	0.7402	0.7307	0.7402	0.8603
No log	16.6667	150	0.7474	0.7136	0.7474	0.8645
No log	16.8889	152	0.7334	0.7063	0.7334	0.8564
No log	17.1111	154	0.7465	0.7333	0.7465	0.8640
No log	17.3333	156	0.7467	0.7075	0.7467	0.8641
No log	17.5556	158	0.7565	0.6834	0.7565	0.8698
No log	17.7778	160	0.7608	0.6703	0.7608	0.8723
No log	18.0	162	0.8141	0.6388	0.8141	0.9022
No log	18.2222	164	0.8095	0.6388	0.8095	0.8997
No log	18.4444	166	0.7692	0.6479	0.7692	0.8771
No log	18.6667	168	0.8348	0.6231	0.8348	0.9137
No log	18.8889	170	0.8927	0.6325	0.8927	0.9448
No log	19.1111	172	0.8598	0.6165	0.8598	0.9273
No log	19.3333	174	0.7830	0.6639	0.7830	0.8849
No log	19.5556	176	0.7922	0.6791	0.7922	0.8901
No log	19.7778	178	0.7969	0.6567	0.7969	0.8927
No log	20.0	180	0.7687	0.6683	0.7687	0.8768
No log	20.2222	182	0.7627	0.6735	0.7627	0.8733
No log	20.4444	184	0.7768	0.6836	0.7768	0.8814
No log	20.6667	186	0.7705	0.7020	0.7705	0.8778
No log	20.8889	188	0.7538	0.6958	0.7538	0.8682
No log	21.1111	190	0.7803	0.6402	0.7803	0.8834
No log	21.3333	192	0.7561	0.6775	0.7561	0.8695
No log	21.5556	194	0.7532	0.6783	0.7532	0.8679
No log	21.7778	196	0.7932	0.6577	0.7932	0.8906
No log	22.0	198	0.7836	0.6520	0.7836	0.8852
No log	22.2222	200	0.7752	0.6621	0.7752	0.8805
No log	22.4444	202	0.8291	0.6434	0.8291	0.9106
No log	22.6667	204	0.8533	0.6374	0.8533	0.9238
No log	22.8889	206	0.7870	0.6638	0.7870	0.8871
No log	23.1111	208	0.8030	0.6489	0.8030	0.8961
No log	23.3333	210	0.9236	0.6253	0.9236	0.9610
No log	23.5556	212	0.9517	0.6148	0.9517	0.9756
No log	23.7778	214	0.8823	0.6270	0.8823	0.9393
No log	24.0	216	0.8113	0.6326	0.8113	0.9007
No log	24.2222	218	0.8022	0.6498	0.8022	0.8956
No log	24.4444	220	0.8205	0.6497	0.8205	0.9058
No log	24.6667	222	0.7922	0.6710	0.7922	0.8900
No log	24.8889	224	0.7877	0.6432	0.7877	0.8875
No log	25.1111	226	0.8139	0.6422	0.8139	0.9022
No log	25.3333	228	0.8559	0.6634	0.8559	0.9252
No log	25.5556	230	0.8287	0.6625	0.8287	0.9104
No log	25.7778	232	0.7840	0.6852	0.7840	0.8855
No log	26.0	234	0.7876	0.6427	0.7876	0.8875
No log	26.2222	236	0.7945	0.6787	0.7945	0.8913
No log	26.4444	238	0.8026	0.7001	0.8026	0.8959
No log	26.6667	240	0.8225	0.6745	0.8225	0.9069
No log	26.8889	242	0.8295	0.6753	0.8295	0.9108
No log	27.1111	244	0.8406	0.6797	0.8406	0.9169
No log	27.3333	246	0.8541	0.6737	0.8541	0.9242
No log	27.5556	248	0.8509	0.6497	0.8509	0.9224
No log	27.7778	250	0.8479	0.6894	0.8479	0.9208
No log	28.0	252	0.8662	0.6381	0.8662	0.9307
No log	28.2222	254	0.8990	0.6359	0.8990	0.9482
No log	28.4444	256	0.9210	0.6345	0.9210	0.9597
No log	28.6667	258	0.9275	0.6319	0.9275	0.9631
No log	28.8889	260	0.8995	0.6541	0.8995	0.9484
No log	29.1111	262	0.8999	0.6439	0.8999	0.9486
No log	29.3333	264	0.8854	0.6617	0.8854	0.9410
No log	29.5556	266	0.8875	0.6287	0.8875	0.9421
No log	29.7778	268	0.8930	0.6527	0.8930	0.9450
No log	30.0	270	0.8723	0.6471	0.8723	0.9340
No log	30.2222	272	0.8555	0.6557	0.8555	0.9249
No log	30.4444	274	0.8466	0.6389	0.8466	0.9201
No log	30.6667	276	0.8491	0.6463	0.8491	0.9215
No log	30.8889	278	0.8411	0.6466	0.8411	0.9171
No log	31.1111	280	0.8358	0.6471	0.8358	0.9142
No log	31.3333	282	0.8583	0.6812	0.8583	0.9264
No log	31.5556	284	0.8920	0.6414	0.8920	0.9444
No log	31.7778	286	0.8855	0.6414	0.8855	0.9410
No log	32.0	288	0.8657	0.6308	0.8657	0.9304
No log	32.2222	290	0.8710	0.6308	0.8710	0.9333
No log	32.4444	292	0.9146	0.6308	0.9146	0.9564
No log	32.6667	294	0.9153	0.5928	0.9153	0.9567
No log	32.8889	296	0.9392	0.6	0.9392	0.9691
No log	33.1111	298	0.9404	0.5997	0.9404	0.9698
No log	33.3333	300	0.9423	0.6170	0.9423	0.9707
No log	33.5556	302	0.9638	0.6173	0.9638	0.9817
No log	33.7778	304	0.9618	0.6315	0.9618	0.9807
No log	34.0	306	0.9571	0.6228	0.9571	0.9783
No log	34.2222	308	0.9641	0.6054	0.9641	0.9819
No log	34.4444	310	0.9749	0.6165	0.9749	0.9874
No log	34.6667	312	1.0133	0.6049	1.0133	1.0066
No log	34.8889	314	1.0072	0.6019	1.0072	1.0036
No log	35.1111	316	0.9494	0.6326	0.9494	0.9744
No log	35.3333	318	0.9002	0.6178	0.9002	0.9488
No log	35.5556	320	0.8857	0.6427	0.8857	0.9411
No log	35.7778	322	0.8669	0.6306	0.8669	0.9311
No log	36.0	324	0.8632	0.6079	0.8632	0.9291
No log	36.2222	326	0.8773	0.6262	0.8773	0.9366
No log	36.4444	328	0.9124	0.6381	0.9124	0.9552
No log	36.6667	330	0.9366	0.6049	0.9366	0.9678
No log	36.8889	332	0.9282	0.6278	0.9282	0.9634
No log	37.1111	334	0.9194	0.6242	0.9194	0.9588
No log	37.3333	336	0.9401	0.6310	0.9401	0.9696
No log	37.5556	338	0.9332	0.6351	0.9332	0.9660
No log	37.7778	340	0.9479	0.6093	0.9479	0.9736
No log	38.0	342	0.9682	0.5988	0.9682	0.9840
No log	38.2222	344	0.9516	0.5853	0.9516	0.9755
No log	38.4444	346	0.9255	0.5892	0.9255	0.9620
No log	38.6667	348	0.9210	0.6194	0.9210	0.9597
No log	38.8889	350	0.9181	0.5964	0.9181	0.9582
No log	39.1111	352	0.9437	0.6071	0.9437	0.9715
No log	39.3333	354	1.0401	0.5975	1.0401	1.0198
No log	39.5556	356	1.1146	0.5769	1.1146	1.0557
No log	39.7778	358	1.0966	0.5737	1.0966	1.0472
No log	40.0	360	1.0292	0.6028	1.0292	1.0145
No log	40.2222	362	0.9695	0.6161	0.9695	0.9846
No log	40.4444	364	0.9587	0.5877	0.9587	0.9791
No log	40.6667	366	0.9376	0.5963	0.9376	0.9683
No log	40.8889	368	0.9281	0.5967	0.9281	0.9634
No log	41.1111	370	0.9396	0.5843	0.9396	0.9693
No log	41.3333	372	0.9707	0.6069	0.9707	0.9853
No log	41.5556	374	0.9797	0.6069	0.9797	0.9898
No log	41.7778	376	0.9699	0.5753	0.9699	0.9848
No log	42.0	378	0.9547	0.5852	0.9547	0.9771
No log	42.2222	380	0.9670	0.6113	0.9670	0.9834
No log	42.4444	382	0.9880	0.6315	0.9880	0.9940
No log	42.6667	384	0.9818	0.6315	0.9818	0.9909
No log	42.8889	386	0.9288	0.6095	0.9288	0.9637
No log	43.1111	388	0.8938	0.6415	0.8938	0.9454
No log	43.3333	390	0.8822	0.6415	0.8822	0.9392
No log	43.5556	392	0.8876	0.6217	0.8876	0.9421
No log	43.7778	394	0.8970	0.6517	0.8970	0.9471
No log	44.0	396	0.9343	0.6378	0.9343	0.9666
No log	44.2222	398	0.9528	0.6412	0.9528	0.9761
No log	44.4444	400	1.0014	0.6308	1.0014	1.0007
No log	44.6667	402	1.0675	0.5920	1.0675	1.0332
No log	44.8889	404	1.0457	0.6005	1.0457	1.0226
No log	45.1111	406	0.9854	0.6357	0.9854	0.9927
No log	45.3333	408	0.9670	0.6357	0.9670	0.9833
No log	45.5556	410	0.9988	0.6207	0.9988	0.9994
No log	45.7778	412	1.0263	0.6083	1.0263	1.0131
No log	46.0	414	1.0562	0.5839	1.0562	1.0277
No log	46.2222	416	1.0406	0.5997	1.0406	1.0201
No log	46.4444	418	1.0056	0.6214	1.0056	1.0028
No log	46.6667	420	0.9545	0.6122	0.9545	0.9770
No log	46.8889	422	0.9187	0.6083	0.9187	0.9585
No log	47.1111	424	0.9072	0.6194	0.9072	0.9525
No log	47.3333	426	0.9072	0.6123	0.9072	0.9525
No log	47.5556	428	0.9338	0.6291	0.9338	0.9663
No log	47.7778	430	0.9970	0.6412	0.9970	0.9985
No log	48.0	432	1.0351	0.5764	1.0351	1.0174
No log	48.2222	434	1.0269	0.5847	1.0269	1.0133
No log	48.4444	436	1.0255	0.5764	1.0255	1.0127
No log	48.6667	438	1.0030	0.6091	1.0030	1.0015
No log	48.8889	440	0.9366	0.6302	0.9366	0.9678
No log	49.1111	442	0.8885	0.6220	0.8885	0.9426
No log	49.3333	444	0.8881	0.5990	0.8881	0.9424
No log	49.5556	446	0.8728	0.6002	0.8728	0.9342
No log	49.7778	448	0.8513	0.6544	0.8513	0.9227
No log	50.0	450	0.8624	0.6593	0.8624	0.9287
No log	50.2222	452	0.8597	0.6656	0.8597	0.9272
No log	50.4444	454	0.8492	0.6593	0.8492	0.9215
No log	50.6667	456	0.8610	0.6656	0.8610	0.9279
No log	50.8889	458	0.8547	0.6656	0.8547	0.9245
No log	51.1111	460	0.8643	0.6566	0.8643	0.9297
No log	51.3333	462	0.8716	0.6353	0.8716	0.9336
No log	51.5556	464	0.8767	0.6339	0.8767	0.9363
No log	51.7778	466	0.8987	0.6359	0.8987	0.9480
No log	52.0	468	0.9116	0.6174	0.9116	0.9548
No log	52.2222	470	0.9436	0.6357	0.9436	0.9714
No log	52.4444	472	0.9403	0.6267	0.9403	0.9697
No log	52.6667	474	0.9216	0.6337	0.9216	0.9600
No log	52.8889	476	0.8849	0.6339	0.8849	0.9407
No log	53.1111	478	0.8775	0.6350	0.8775	0.9367
No log	53.3333	480	0.8902	0.6306	0.8902	0.9435
No log	53.5556	482	0.8950	0.6260	0.8950	0.9461
No log	53.7778	484	0.8835	0.6402	0.8835	0.9400
No log	54.0	486	0.8815	0.6414	0.8815	0.9389
No log	54.2222	488	0.8973	0.6252	0.8973	0.9473
No log	54.4444	490	0.8858	0.6252	0.8858	0.9412
No log	54.6667	492	0.8580	0.6745	0.8580	0.9263
No log	54.8889	494	0.8445	0.6357	0.8445	0.9190
No log	55.1111	496	0.8480	0.6140	0.8480	0.9209
No log	55.3333	498	0.8460	0.6237	0.8460	0.9198
0.4967	55.5556	500	0.8463	0.6349	0.8463	0.9199
0.4967	55.7778	502	0.8510	0.6466	0.8510	0.9225
0.4967	56.0	504	0.8546	0.6467	0.8546	0.9245
0.4967	56.2222	506	0.8683	0.6601	0.8683	0.9318
0.4967	56.4444	508	0.9248	0.6386	0.9248	0.9617
0.4967	56.6667	510	0.9614	0.6157	0.9614	0.9805
0.4967	56.8889	512	0.9804	0.6028	0.9804	0.9901
0.4967	57.1111	514	0.9701	0.6018	0.9701	0.9849
0.4967	57.3333	516	0.9361	0.6252	0.9361	0.9675
0.4967	57.5556	518	0.9027	0.6130	0.9027	0.9501

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k3_task1_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k3_task1_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k3_task1_organization