Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0317	2	3.5371	-0.0126	3.5371	1.8807
No log	0.0635	4	2.0347	-0.0674	2.0347	1.4264
No log	0.0952	6	1.3908	0.0255	1.3908	1.1793
No log	0.1270	8	1.3776	0.0380	1.3776	1.1737
No log	0.1587	10	0.6904	0.0952	0.6904	0.8309
No log	0.1905	12	0.6506	-0.0794	0.6506	0.8066
No log	0.2222	14	0.6981	-0.1473	0.6981	0.8355
No log	0.2540	16	0.7179	-0.0133	0.7179	0.8473
No log	0.2857	18	0.7136	-0.0256	0.7136	0.8448
No log	0.3175	20	0.7316	0.0061	0.7316	0.8553
No log	0.3492	22	0.7031	0.0617	0.7031	0.8385
No log	0.3810	24	0.7059	-0.0909	0.7059	0.8402
No log	0.4127	26	0.6482	0.0303	0.6482	0.8051
No log	0.4444	28	0.6149	0.0	0.6149	0.7842
No log	0.4762	30	0.6239	0.0	0.6239	0.7899
No log	0.5079	32	0.6264	0.0	0.6264	0.7915
No log	0.5397	34	0.6242	0.0	0.6242	0.7901
No log	0.5714	36	0.6531	-0.0081	0.6531	0.8082
No log	0.6032	38	0.6354	0.0	0.6354	0.7971
No log	0.6349	40	0.6296	0.0	0.6296	0.7935
No log	0.6667	42	0.6285	0.0	0.6285	0.7928
No log	0.6984	44	0.6405	-0.0081	0.6405	0.8003
No log	0.7302	46	0.6811	-0.0159	0.6811	0.8253
No log	0.7619	48	0.8031	-0.0090	0.8031	0.8961
No log	0.7937	50	0.8742	0.0	0.8742	0.9350
No log	0.8254	52	0.9200	0.0	0.9200	0.9591
No log	0.8571	54	0.8363	-0.0090	0.8363	0.9145
No log	0.8889	56	0.6967	-0.0963	0.6967	0.8347
No log	0.9206	58	0.6347	0.0	0.6347	0.7967
No log	0.9524	60	0.6312	0.0	0.6312	0.7945
No log	0.9841	62	0.6539	0.0	0.6539	0.8087
No log	1.0159	64	0.6411	-0.0159	0.6411	0.8007
No log	1.0476	66	0.6414	-0.1014	0.6414	0.8009
No log	1.0794	68	0.6514	0.0327	0.6514	0.8071
No log	1.1111	70	0.8220	0.0707	0.8220	0.9066
No log	1.1429	72	0.9911	0.0877	0.9911	0.9955
No log	1.1746	74	0.7004	0.0692	0.7004	0.8369
No log	1.2063	76	0.6511	0.0	0.6511	0.8069
No log	1.2381	78	0.6930	0.0071	0.6930	0.8324
No log	1.2698	80	0.7274	-0.0719	0.7274	0.8529
No log	1.3016	82	0.6469	-0.0081	0.6469	0.8043
No log	1.3333	84	0.6283	-0.0081	0.6283	0.7927
No log	1.3651	86	0.6784	-0.0556	0.6784	0.8236
No log	1.3968	88	0.6898	0.0692	0.6898	0.8306
No log	1.4286	90	0.6253	-0.0496	0.6253	0.7908
No log	1.4603	92	0.6306	0.0625	0.6306	0.7941
No log	1.4921	94	0.6896	0.0625	0.6896	0.8304
No log	1.5238	96	0.7031	0.1304	0.7031	0.8385
No log	1.5556	98	0.6463	0.0638	0.6463	0.8039
No log	1.5873	100	0.6260	0.1258	0.6260	0.7912
No log	1.6190	102	0.6795	0.1345	0.6795	0.8243
No log	1.6508	104	0.8900	0.0741	0.8900	0.9434
No log	1.6825	106	0.7211	0.1038	0.7211	0.8492
No log	1.7143	108	0.5718	0.0	0.5718	0.7562
No log	1.7460	110	0.6040	0.0	0.6040	0.7772
No log	1.7778	112	0.6272	0.0	0.6272	0.7919
No log	1.8095	114	0.6521	-0.0303	0.6521	0.8075
No log	1.8413	116	0.6613	-0.0963	0.6613	0.8132
No log	1.8730	118	0.6371	-0.0303	0.6371	0.7982
No log	1.9048	120	0.6177	-0.0081	0.6177	0.7859
No log	1.9365	122	0.6103	-0.0081	0.6103	0.7812
No log	1.9683	124	0.6055	0.0388	0.6055	0.7782
No log	2.0	126	0.6781	0.0952	0.6781	0.8235
No log	2.0317	128	0.7198	0.0601	0.7198	0.8484
No log	2.0635	130	0.7245	0.0601	0.7245	0.8512
No log	2.0952	132	0.6422	0.0952	0.6422	0.8013
No log	2.1270	134	0.5705	0.2000	0.5705	0.7553
No log	2.1587	136	0.6688	0.0769	0.6688	0.8178
No log	2.1905	138	0.7115	0.1429	0.7115	0.8435
No log	2.2222	140	0.6196	0.0720	0.6196	0.7871
No log	2.2540	142	0.5462	0.0534	0.5462	0.7391
No log	2.2857	144	0.5208	0.2877	0.5208	0.7216
No log	2.3175	146	0.5628	0.2795	0.5628	0.7502
No log	2.3492	148	0.5760	0.3591	0.5760	0.7590
No log	2.3810	150	0.7982	0.1579	0.7982	0.8934
No log	2.4127	152	1.0221	0.1429	1.0221	1.0110
No log	2.4444	154	0.8686	0.1333	0.8686	0.9320
No log	2.4762	156	0.7681	0.1636	0.7681	0.8764
No log	2.5079	158	0.6280	0.2688	0.6280	0.7924
No log	2.5397	160	0.6223	0.3073	0.6223	0.7889
No log	2.5714	162	0.6744	0.2442	0.6744	0.8212
No log	2.6032	164	0.7094	0.3043	0.7094	0.8423
No log	2.6349	166	0.8495	0.1486	0.8495	0.9217
No log	2.6667	168	0.8512	0.1562	0.8512	0.9226
No log	2.6984	170	0.8646	0.1680	0.8646	0.9298
No log	2.7302	172	0.9122	0.1094	0.9122	0.9551
No log	2.7619	174	1.0507	-0.0240	1.0507	1.0250
No log	2.7937	176	0.9938	-0.0435	0.9938	0.9969
No log	2.8254	178	0.9007	0.0298	0.9007	0.9491
No log	2.8571	180	0.9160	0.0792	0.9160	0.9571
No log	2.8889	182	1.0793	0.0897	1.0793	1.0389
No log	2.9206	184	1.0232	0.1278	1.0232	1.0115
No log	2.9524	186	0.9419	0.1811	0.9419	0.9705
No log	2.9841	188	0.9852	0.1811	0.9852	0.9926
No log	3.0159	190	0.7884	0.2775	0.7884	0.8879
No log	3.0476	192	0.7823	0.2775	0.7823	0.8845
No log	3.0794	194	1.3029	0.0951	1.3029	1.1414
No log	3.1111	196	1.4613	0.1015	1.4613	1.2089
No log	3.1429	198	0.9701	0.1939	0.9701	0.9849
No log	3.1746	200	0.9130	0.1934	0.9130	0.9555
No log	3.2063	202	0.8735	0.1934	0.8735	0.9346
No log	3.2381	204	1.1846	0.1475	1.1846	1.0884
No log	3.2698	206	1.4438	0.1015	1.4438	1.2016
No log	3.3016	208	1.1278	0.1448	1.1278	1.0620
No log	3.3333	210	0.9844	0.1628	0.9844	0.9922
No log	3.3651	212	1.0729	0.1418	1.0729	1.0358
No log	3.3968	214	1.5483	0.0588	1.5483	1.2443
No log	3.4286	216	1.5562	0.0788	1.5562	1.2475
No log	3.4603	218	1.3720	0.0769	1.3720	1.1713
No log	3.4921	220	1.4350	0.0788	1.4350	1.1979
No log	3.5238	222	1.7517	0.0377	1.7517	1.3235
No log	3.5556	224	1.8423	0.0400	1.8423	1.3573
No log	3.5873	226	1.6301	0.0303	1.6301	1.2767
No log	3.6190	228	1.3243	0.1661	1.3243	1.1508
No log	3.6508	230	1.0402	0.2195	1.0402	1.0199
No log	3.6825	232	1.0919	0.2188	1.0919	1.0449
No log	3.7143	234	0.9946	0.2191	0.9946	0.9973
No log	3.7460	236	0.9055	0.3162	0.9055	0.9516
No log	3.7778	238	1.0055	0.2191	1.0055	1.0028
No log	3.8095	240	1.1481	0.0792	1.1481	1.0715
No log	3.8413	242	0.8098	0.3214	0.8098	0.8999
No log	3.8730	244	0.6288	0.0939	0.6288	0.7929
No log	3.9048	246	0.6246	0.1364	0.6246	0.7903
No log	3.9365	248	0.7064	0.3043	0.7064	0.8405
No log	3.9683	250	1.2395	0.0951	1.2395	1.1133
No log	4.0	252	1.3776	0.0984	1.3776	1.1737
No log	4.0317	254	1.0126	0.1127	1.0126	1.0063
No log	4.0635	256	0.8076	0.2287	0.8076	0.8987
No log	4.0952	258	0.9628	0.1642	0.9628	0.9812
No log	4.1270	260	1.3296	0.1213	1.3296	1.1531
No log	4.1587	262	1.3095	0.12	1.3095	1.1443
No log	4.1905	264	0.9144	0.1937	0.9144	0.9563
No log	4.2222	266	0.8884	0.3195	0.8884	0.9425
No log	4.2540	268	1.1197	0.0813	1.1197	1.0582
No log	4.2857	270	1.1099	0.0857	1.1099	1.0535
No log	4.3175	272	0.7021	0.3607	0.7021	0.8379
No log	4.3492	274	0.6180	0.3131	0.6180	0.7861
No log	4.3810	276	0.7454	0.2676	0.7454	0.8633
No log	4.4127	278	1.2500	0.0644	1.2500	1.1180
No log	4.4444	280	1.5242	0.0500	1.5242	1.2346
No log	4.4762	282	1.2879	0.0951	1.2879	1.1348
No log	4.5079	284	0.7450	0.3514	0.7450	0.8631
No log	4.5397	286	0.6420	0.2165	0.6420	0.8012
No log	4.5714	288	0.7361	0.3607	0.7361	0.8580
No log	4.6032	290	1.3035	0.0933	1.3035	1.1417
No log	4.6349	292	1.6318	0.0805	1.6318	1.2774
No log	4.6667	294	1.3969	0.0730	1.3969	1.1819
No log	4.6984	296	0.7965	0.3004	0.7965	0.8925
No log	4.7302	298	0.6151	0.3171	0.6151	0.7843
No log	4.7619	300	0.6182	0.3171	0.6182	0.7863
No log	4.7937	302	0.8070	0.2982	0.8070	0.8984
No log	4.8254	304	0.8718	0.2982	0.8718	0.9337
No log	4.8571	306	0.9230	0.2961	0.9230	0.9607
No log	4.8889	308	0.8345	0.3274	0.8345	0.9135
No log	4.9206	310	0.6541	0.3267	0.6541	0.8087
No log	4.9524	312	0.6778	0.3548	0.6778	0.8233
No log	4.9841	314	0.8252	0.3846	0.8252	0.9084
No log	5.0159	316	0.9587	0.3414	0.9587	0.9791
No log	5.0476	318	0.8029	0.3846	0.8029	0.8960
No log	5.0794	320	0.7116	0.3886	0.7116	0.8436
No log	5.1111	322	0.7659	0.3886	0.7659	0.8752
No log	5.1429	324	1.0313	0.1642	1.0313	1.0155
No log	5.1746	326	1.3042	0.0968	1.3042	1.1420
No log	5.2063	328	1.1282	0.1724	1.1282	1.0622
No log	5.2381	330	0.7227	0.3628	0.7227	0.8501
No log	5.2698	332	0.5525	0.2842	0.5525	0.7433
No log	5.3016	334	0.5551	0.2746	0.5551	0.7450
No log	5.3333	336	0.5974	0.3200	0.5974	0.7729
No log	5.3651	338	0.6610	0.3143	0.6610	0.8130
No log	5.3968	340	0.8656	0.3473	0.8656	0.9304
No log	5.4286	342	1.0268	0.2424	1.0268	1.0133
No log	5.4603	344	0.9012	0.3115	0.9012	0.9493
No log	5.4921	346	0.6286	0.3200	0.6286	0.7929
No log	5.5238	348	0.6061	0.2000	0.6061	0.7785
No log	5.5556	350	0.5932	0.1414	0.5932	0.7702
No log	5.5873	352	0.5796	0.3725	0.5796	0.7613
No log	5.6190	354	0.7253	0.3480	0.7253	0.8517
No log	5.6508	356	0.9046	0.3092	0.9046	0.9511
No log	5.6825	358	0.8094	0.3846	0.8094	0.8996
No log	5.7143	360	0.5812	0.3744	0.5812	0.7623
No log	5.7460	362	0.5466	0.2990	0.5466	0.7393
No log	5.7778	364	0.5514	0.3061	0.5514	0.7425
No log	5.8095	366	0.6234	0.3365	0.6234	0.7896
No log	5.8413	368	0.9224	0.2829	0.9224	0.9604
No log	5.8730	370	1.0603	0.2239	1.0603	1.0297
No log	5.9048	372	0.9730	0.3103	0.9730	0.9864
No log	5.9365	374	0.7828	0.3702	0.7828	0.8848
No log	5.9683	376	0.7500	0.3739	0.7500	0.8660
No log	6.0	378	0.8564	0.3115	0.8564	0.9254
No log	6.0317	380	1.0829	0.1635	1.0829	1.0406
No log	6.0635	382	1.1255	0.1355	1.1255	1.0609
No log	6.0952	384	0.9371	0.1934	0.9371	0.9681
No log	6.1270	386	0.7026	0.3237	0.7026	0.8382
No log	6.1587	388	0.6436	0.2727	0.6436	0.8022
No log	6.1905	390	0.6626	0.28	0.6626	0.8140
No log	6.2222	392	0.7931	0.3214	0.7931	0.8906
No log	6.2540	394	0.9902	0.1938	0.9902	0.9951
No log	6.2857	396	0.9741	0.1938	0.9741	0.9869
No log	6.3175	398	0.7771	0.3537	0.7771	0.8815
No log	6.3492	400	0.5680	0.3469	0.5680	0.7537
No log	6.3810	402	0.5368	0.3488	0.5368	0.7327
No log	6.4127	404	0.5304	0.3966	0.5304	0.7283
No log	6.4444	406	0.5613	0.3878	0.5613	0.7492
No log	6.4762	408	0.5564	0.3878	0.5564	0.7459
No log	6.5079	410	0.5325	0.3862	0.5325	0.7297
No log	6.5397	412	0.5353	0.3862	0.5353	0.7316
No log	6.5714	414	0.5964	0.36	0.5964	0.7722
No log	6.6032	416	0.6705	0.3833	0.6705	0.8188
No log	6.6349	418	0.6202	0.3663	0.6202	0.7875
No log	6.6667	420	0.5681	0.3990	0.5681	0.7537
No log	6.6984	422	0.5548	0.3663	0.5548	0.7449
No log	6.7302	424	0.5817	0.3831	0.5817	0.7627
No log	6.7619	426	0.6967	0.3242	0.6967	0.8347
No log	6.7937	428	0.8121	0.2803	0.8121	0.9012
No log	6.8254	430	0.8262	0.2803	0.8262	0.9090
No log	6.8571	432	0.7247	0.3242	0.7247	0.8513
No log	6.8889	434	0.6412	0.3208	0.6412	0.8008
No log	6.9206	436	0.6143	0.3498	0.6143	0.7838
No log	6.9524	438	0.6616	0.3180	0.6616	0.8134
No log	6.9841	440	0.7046	0.3242	0.7046	0.8394
No log	7.0159	442	0.7597	0.3242	0.7597	0.8716
No log	7.0476	444	0.7726	0.3571	0.7726	0.8789
No log	7.0794	446	0.7286	0.3242	0.7286	0.8536
No log	7.1111	448	0.6332	0.3271	0.6332	0.7957
No log	7.1429	450	0.5861	0.3684	0.5861	0.7656
No log	7.1746	452	0.5857	0.3990	0.5857	0.7653
No log	7.2063	454	0.6588	0.3242	0.6588	0.8117
No log	7.2381	456	0.7249	0.3571	0.7249	0.8514
No log	7.2698	458	0.7359	0.3571	0.7359	0.8579
No log	7.3016	460	0.7450	0.3571	0.7450	0.8631
No log	7.3333	462	0.7180	0.3242	0.7180	0.8473
No log	7.3651	464	0.7371	0.3571	0.7371	0.8586
No log	7.3968	466	0.7468	0.3571	0.7468	0.8642
No log	7.4286	468	0.6984	0.3514	0.6984	0.8357
No log	7.4603	470	0.6567	0.3514	0.6567	0.8104
No log	7.4921	472	0.6841	0.3514	0.6841	0.8271
No log	7.5238	474	0.7781	0.3473	0.7781	0.8821
No log	7.5556	476	0.9628	0.3529	0.9628	0.9812
No log	7.5873	478	1.1021	0.1628	1.1021	1.0498
No log	7.6190	480	1.1004	0.1438	1.1004	1.0490
No log	7.6508	482	0.9516	0.2188	0.9516	0.9755
No log	7.6825	484	0.7860	0.3504	0.7860	0.8866
No log	7.7143	486	0.7065	0.3571	0.7065	0.8405
No log	7.7460	488	0.6600	0.3514	0.6600	0.8124
No log	7.7778	490	0.6646	0.3607	0.6646	0.8152
No log	7.8095	492	0.7111	0.3571	0.7111	0.8432
No log	7.8413	494	0.8032	0.3473	0.8032	0.8962
No log	7.8730	496	0.8255	0.2863	0.8255	0.9086
No log	7.9048	498	0.7693	0.3886	0.7693	0.8771
0.5509	7.9365	500	0.6776	0.3571	0.6776	0.8231
0.5509	7.9683	502	0.5988	0.3367	0.5988	0.7738
0.5509	8.0	504	0.5783	0.3402	0.5783	0.7605
0.5509	8.0317	506	0.6162	0.3301	0.6162	0.7850
0.5509	8.0635	508	0.6889	0.3886	0.6889	0.8300
0.5509	8.0952	510	0.7627	0.3846	0.7627	0.8733
0.5509	8.1270	512	0.7435	0.3846	0.7435	0.8623
0.5509	8.1587	514	0.6604	0.3607	0.6604	0.8127
0.5509	8.1905	516	0.6027	0.3333	0.6027	0.7763
0.5509	8.2222	518	0.6145	0.3333	0.6145	0.7839
0.5509	8.2540	520	0.6604	0.3271	0.6604	0.8126
0.5509	8.2857	522	0.6698	0.3242	0.6698	0.8184
0.5509	8.3175	524	0.6998	0.3571	0.6998	0.8366
0.5509	8.3492	526	0.7780	0.3473	0.7780	0.8821
0.5509	8.3810	528	0.8358	0.3473	0.8358	0.9142
0.5509	8.4127	530	0.8559	0.3443	0.8559	0.9252
0.5509	8.4444	532	0.8863	0.2863	0.8863	0.9414
0.5509	8.4762	534	0.8404	0.3473	0.8404	0.9167
0.5509	8.5079	536	0.7710	0.3188	0.7710	0.8780
0.5509	8.5397	538	0.6873	0.3271	0.6873	0.8290
0.5509	8.5714	540	0.6616	0.3301	0.6616	0.8134
0.5509	8.6032	542	0.6469	0.3333	0.6469	0.8043
0.5509	8.6349	544	0.6353	0.3237	0.6353	0.7971
0.5509	8.6667	546	0.6595	0.3271	0.6595	0.8121
0.5509	8.6984	548	0.7122	0.3607	0.7122	0.8439
0.5509	8.7302	550	0.7828	0.3188	0.7828	0.8848
0.5509	8.7619	552	0.8312	0.2881	0.8312	0.9117
0.5509	8.7937	554	0.8464	0.2881	0.8464	0.9200
0.5509	8.8254	556	0.8152	0.3473	0.8152	0.9029
0.5509	8.8571	558	0.7640	0.3846	0.7640	0.8741
0.5509	8.8889	560	0.7443	0.3571	0.7443	0.8627
0.5509	8.9206	562	0.6944	0.3571	0.6944	0.8333
0.5509	8.9524	564	0.6781	0.3607	0.6781	0.8235
0.5509	8.9841	566	0.6974	0.3571	0.6974	0.8351
0.5509	9.0159	568	0.7441	0.3537	0.7441	0.8626
0.5509	9.0476	570	0.7983	0.3473	0.7983	0.8935
0.5509	9.0794	572	0.8223	0.3473	0.8223	0.9068
0.5509	9.1111	574	0.8102	0.3473	0.8102	0.9001
0.5509	9.1429	576	0.7886	0.3846	0.7886	0.8880
0.5509	9.1746	578	0.7752	0.3846	0.7752	0.8805
0.5509	9.2063	580	0.7655	0.3846	0.7655	0.8749
0.5509	9.2381	582	0.7284	0.3537	0.7284	0.8535
0.5509	9.2698	584	0.7088	0.3571	0.7088	0.8419
0.5509	9.3016	586	0.6949	0.3571	0.6949	0.8336
0.5509	9.3333	588	0.6741	0.3242	0.6741	0.8210
0.5509	9.3651	590	0.6672	0.3242	0.6672	0.8168
0.5509	9.3968	592	0.6646	0.3242	0.6646	0.8152
0.5509	9.4286	594	0.6732	0.3242	0.6732	0.8205
0.5509	9.4603	596	0.6760	0.3242	0.6760	0.8222
0.5509	9.4921	598	0.6746	0.3242	0.6746	0.8213
0.5509	9.5238	600	0.6693	0.3242	0.6693	0.8181
0.5509	9.5556	602	0.6739	0.3242	0.6739	0.8209
0.5509	9.5873	604	0.6723	0.3242	0.6723	0.8199
0.5509	9.6190	606	0.6722	0.3242	0.6722	0.8199
0.5509	9.6508	608	0.6734	0.3242	0.6734	0.8206
0.5509	9.6825	610	0.6798	0.3242	0.6798	0.8245
0.5509	9.7143	612	0.6744	0.3242	0.6744	0.8212
0.5509	9.7460	614	0.6661	0.3242	0.6661	0.8161
0.5509	9.7778	616	0.6614	0.3242	0.6614	0.8133
0.5509	9.8095	618	0.6553	0.3271	0.6553	0.8095
0.5509	9.8413	620	0.6496	0.3271	0.6496	0.8060
0.5509	9.8730	622	0.6502	0.3271	0.6502	0.8064
0.5509	9.9048	624	0.6540	0.3271	0.6540	0.8087
0.5509	9.9365	626	0.6577	0.3271	0.6577	0.8110
0.5509	9.9683	628	0.6590	0.3242	0.6590	0.8118
0.5509	10.0	630	0.6599	0.3242	0.6599	0.8124

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits4_FineTuningAraBERT_run3_AugV5_k16_task3_organization

ArabicNewSplits4_FineTuningAraBERT_run3_AugV5_k16_task3_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits4_FineTuningAraBERT_run3_AugV5_k16_task3_organization