Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0556	2	6.4220	-0.0218	6.4220	2.5342
No log	0.1111	4	4.4037	-0.0314	4.4037	2.0985
No log	0.1667	6	3.0614	-0.0006	3.0614	1.7497
No log	0.2222	8	2.2278	0.0094	2.2278	1.4926
No log	0.2778	10	1.6802	-0.0394	1.6802	1.2962
No log	0.3333	12	1.5404	-0.0691	1.5404	1.2411
No log	0.3889	14	1.4424	-0.0635	1.4424	1.2010
No log	0.4444	16	1.3671	-0.0760	1.3671	1.1692
No log	0.5	18	1.3896	-0.0461	1.3896	1.1788
No log	0.5556	20	1.3312	-0.0405	1.3312	1.1538
No log	0.6111	22	1.0571	0.0083	1.0571	1.0281
No log	0.6667	24	0.8245	0.0943	0.8245	0.9080
No log	0.7222	26	0.7558	0.2126	0.7558	0.8693
No log	0.7778	28	0.7718	0.1431	0.7718	0.8785
No log	0.8333	30	0.8466	0.1189	0.8466	0.9201
No log	0.8889	32	0.9784	0.0896	0.9784	0.9891
No log	0.9444	34	1.0787	0.1074	1.0787	1.0386
No log	1.0	36	1.0192	0.1259	1.0192	1.0096
No log	1.0556	38	0.8793	0.1472	0.8793	0.9377
No log	1.1111	40	0.8374	0.2333	0.8374	0.9151
No log	1.1667	42	0.7495	0.3016	0.7495	0.8657
No log	1.2222	44	0.7219	0.3059	0.7219	0.8497
No log	1.2778	46	0.7421	0.3193	0.7421	0.8614
No log	1.3333	48	0.7044	0.3524	0.7044	0.8393
No log	1.3889	50	0.6918	0.3786	0.6918	0.8317
No log	1.4444	52	0.6877	0.3641	0.6877	0.8293
No log	1.5	54	0.7080	0.3887	0.7080	0.8414
No log	1.5556	56	0.7218	0.3912	0.7218	0.8496
No log	1.6111	58	0.7371	0.3973	0.7371	0.8586
No log	1.6667	60	0.7363	0.3869	0.7363	0.8581
No log	1.7222	62	0.7439	0.3960	0.7439	0.8625
No log	1.7778	64	0.7730	0.4254	0.7730	0.8792
No log	1.8333	66	0.8189	0.3986	0.8189	0.9049
No log	1.8889	68	0.8533	0.4034	0.8533	0.9237
No log	1.9444	70	0.8831	0.3717	0.8831	0.9397
No log	2.0	72	0.8723	0.4085	0.8723	0.9340
No log	2.0556	74	0.8383	0.3962	0.8383	0.9156
No log	2.1111	76	0.7677	0.4231	0.7677	0.8762
No log	2.1667	78	0.6994	0.4662	0.6994	0.8363
No log	2.2222	80	0.6898	0.4662	0.6898	0.8305
No log	2.2778	82	0.7007	0.4662	0.7007	0.8371
No log	2.3333	84	0.6779	0.4662	0.6779	0.8233
No log	2.3889	86	0.6844	0.4618	0.6844	0.8273
No log	2.4444	88	0.7499	0.4503	0.7499	0.8660
No log	2.5	90	0.7985	0.4156	0.7985	0.8936
No log	2.5556	92	0.7716	0.4110	0.7716	0.8784
No log	2.6111	94	0.7299	0.4060	0.7299	0.8544
No log	2.6667	96	0.6981	0.4565	0.6981	0.8355
No log	2.7222	98	0.6548	0.4570	0.6548	0.8092
No log	2.7778	100	0.6327	0.4795	0.6327	0.7954
No log	2.8333	102	0.6415	0.4794	0.6415	0.8009
No log	2.8889	104	0.6342	0.4759	0.6342	0.7964
No log	2.9444	106	0.6564	0.4703	0.6564	0.8102
No log	3.0	108	0.6837	0.4432	0.6837	0.8269
No log	3.0556	110	0.7852	0.4610	0.7852	0.8861
No log	3.1111	112	0.9421	0.4280	0.9421	0.9706
No log	3.1667	114	0.9474	0.4349	0.9474	0.9733
No log	3.2222	116	0.8654	0.4651	0.8654	0.9303
No log	3.2778	118	0.7299	0.4543	0.7299	0.8544
No log	3.3333	120	0.6665	0.4651	0.6665	0.8164
No log	3.3889	122	0.6368	0.4766	0.6368	0.7980
No log	3.4444	124	0.6310	0.4892	0.6310	0.7943
No log	3.5	126	0.6107	0.4703	0.6107	0.7815
No log	3.5556	128	0.5901	0.4739	0.5901	0.7682
No log	3.6111	130	0.5918	0.4661	0.5918	0.7693
No log	3.6667	132	0.6149	0.4718	0.6149	0.7842
No log	3.7222	134	0.6782	0.4846	0.6782	0.8235
No log	3.7778	136	0.7248	0.4666	0.7248	0.8514
No log	3.8333	138	0.7324	0.4680	0.7324	0.8558
No log	3.8889	140	0.6858	0.4834	0.6858	0.8282
No log	3.9444	142	0.6642	0.4592	0.6642	0.8150
No log	4.0	144	0.6265	0.5278	0.6265	0.7915
No log	4.0556	146	0.6096	0.5351	0.6096	0.7808
No log	4.1111	148	0.6343	0.4889	0.6343	0.7964
No log	4.1667	150	0.6886	0.4622	0.6886	0.8298
No log	4.2222	152	0.7445	0.4980	0.7445	0.8628
No log	4.2778	154	0.7570	0.5314	0.7570	0.8701
No log	4.3333	156	0.7273	0.4746	0.7273	0.8528
No log	4.3889	158	0.6650	0.4687	0.6650	0.8155
No log	4.4444	160	0.6381	0.4706	0.6381	0.7988
No log	4.5	162	0.6276	0.4550	0.6276	0.7922
No log	4.5556	164	0.6528	0.4789	0.6528	0.8080
No log	4.6111	166	0.6835	0.4706	0.6835	0.8267
No log	4.6667	168	0.6742	0.4895	0.6742	0.8211
No log	4.7222	170	0.6747	0.4815	0.6747	0.8214
No log	4.7778	172	0.6629	0.4589	0.6629	0.8142
No log	4.8333	174	0.6514	0.5224	0.6514	0.8071
No log	4.8889	176	0.6592	0.5170	0.6592	0.8119
No log	4.9444	178	0.6705	0.4862	0.6705	0.8189
No log	5.0	180	0.7047	0.4991	0.7047	0.8394
No log	5.0556	182	0.7612	0.5041	0.7612	0.8725
No log	5.1111	184	0.7887	0.5064	0.7887	0.8881
No log	5.1667	186	0.7938	0.4778	0.7938	0.8909
No log	5.2222	188	0.8007	0.4575	0.8007	0.8948
No log	5.2778	190	0.8276	0.4460	0.8276	0.9097
No log	5.3333	192	0.8491	0.4512	0.8491	0.9214
No log	5.3889	194	0.8362	0.4674	0.8362	0.9144
No log	5.4444	196	0.7608	0.4557	0.7608	0.8723
No log	5.5	198	0.6976	0.5145	0.6976	0.8352
No log	5.5556	200	0.6601	0.5102	0.6601	0.8124
No log	5.6111	202	0.6501	0.4971	0.6501	0.8063
No log	5.6667	204	0.6449	0.4826	0.6449	0.8031
No log	5.7222	206	0.6656	0.5078	0.6656	0.8158
No log	5.7778	208	0.6953	0.5363	0.6953	0.8338
No log	5.8333	210	0.7486	0.5307	0.7486	0.8652
No log	5.8889	212	0.8032	0.4512	0.8032	0.8962
No log	5.9444	214	0.8106	0.4275	0.8106	0.9003
No log	6.0	216	0.7611	0.4400	0.7611	0.8724
No log	6.0556	218	0.7164	0.4908	0.7164	0.8464
No log	6.1111	220	0.7052	0.5031	0.7052	0.8398
No log	6.1667	222	0.7134	0.5289	0.7134	0.8446
No log	6.2222	224	0.7079	0.5322	0.7079	0.8414
No log	6.2778	226	0.7081	0.4853	0.7081	0.8415
No log	6.3333	228	0.7189	0.4967	0.7189	0.8479
No log	6.3889	230	0.7167	0.4936	0.7167	0.8466
No log	6.4444	232	0.7384	0.4989	0.7384	0.8593
No log	6.5	234	0.7861	0.4956	0.7861	0.8866
No log	6.5556	236	0.8226	0.4644	0.8226	0.9070
No log	6.6111	238	0.8111	0.4711	0.8111	0.9006
No log	6.6667	240	0.7467	0.5595	0.7467	0.8641
No log	6.7222	242	0.7123	0.5244	0.7123	0.8440
No log	6.7778	244	0.7028	0.5061	0.7028	0.8383
No log	6.8333	246	0.6992	0.4910	0.6992	0.8362
No log	6.8889	248	0.6909	0.4866	0.6909	0.8312
No log	6.9444	250	0.6986	0.4892	0.6986	0.8358
No log	7.0	252	0.7228	0.4738	0.7228	0.8501
No log	7.0556	254	0.7511	0.4623	0.7511	0.8667
No log	7.1111	256	0.7822	0.5065	0.7822	0.8844
No log	7.1667	258	0.8004	0.5349	0.8004	0.8946
No log	7.2222	260	0.7966	0.5285	0.7966	0.8925
No log	7.2778	262	0.7809	0.5216	0.7809	0.8837
No log	7.3333	264	0.7611	0.5109	0.7611	0.8724
No log	7.3889	266	0.7558	0.5198	0.7558	0.8694
No log	7.4444	268	0.7452	0.5129	0.7452	0.8633
No log	7.5	270	0.7335	0.4632	0.7335	0.8564
No log	7.5556	272	0.7333	0.4964	0.7333	0.8564
No log	7.6111	274	0.7319	0.4908	0.7319	0.8555
No log	7.6667	276	0.7299	0.4830	0.7299	0.8543
No log	7.7222	278	0.7247	0.4873	0.7247	0.8513
No log	7.7778	280	0.7267	0.4977	0.7267	0.8525
No log	7.8333	282	0.7372	0.4814	0.7372	0.8586
No log	7.8889	284	0.7468	0.4809	0.7468	0.8642
No log	7.9444	286	0.7710	0.4905	0.7710	0.8781
No log	8.0	288	0.8238	0.4493	0.8238	0.9077
No log	8.0556	290	0.8754	0.4328	0.8754	0.9356
No log	8.1111	292	0.8132	0.4427	0.8132	0.9018
No log	8.1667	294	0.7557	0.4989	0.7557	0.8693
No log	8.2222	296	0.7390	0.5048	0.7390	0.8597
No log	8.2778	298	0.7346	0.4828	0.7346	0.8571
No log	8.3333	300	0.7455	0.4823	0.7455	0.8634
No log	8.3889	302	0.7591	0.4792	0.7591	0.8713
No log	8.4444	304	0.7759	0.4849	0.7759	0.8808
No log	8.5	306	0.7915	0.4794	0.7915	0.8897
No log	8.5556	308	0.8257	0.4658	0.8257	0.9087
No log	8.6111	310	0.8402	0.4901	0.8402	0.9166
No log	8.6667	312	0.8487	0.4581	0.8487	0.9213
No log	8.7222	314	0.9213	0.4097	0.9213	0.9599
No log	8.7778	316	0.9653	0.4278	0.9653	0.9825
No log	8.8333	318	0.9046	0.4292	0.9046	0.9511
No log	8.8889	320	0.8124	0.4371	0.8124	0.9013
No log	8.9444	322	0.7866	0.5191	0.7866	0.8869
No log	9.0	324	0.7898	0.4889	0.7898	0.8887
No log	9.0556	326	0.7874	0.4670	0.7874	0.8874
No log	9.1111	328	0.7808	0.4644	0.7808	0.8836
No log	9.1667	330	0.7584	0.4759	0.7584	0.8709
No log	9.2222	332	0.7649	0.4403	0.7649	0.8746
No log	9.2778	334	0.7754	0.4639	0.7754	0.8806
No log	9.3333	336	0.7787	0.4717	0.7787	0.8825
No log	9.3889	338	0.7888	0.4321	0.7888	0.8882
No log	9.4444	340	0.7997	0.4720	0.7997	0.8942
No log	9.5	342	0.8063	0.4682	0.8063	0.8979
No log	9.5556	344	0.8035	0.4473	0.8035	0.8964
No log	9.6111	346	0.8044	0.4595	0.8044	0.8969
No log	9.6667	348	0.7961	0.4544	0.7961	0.8922
No log	9.7222	350	0.7477	0.4831	0.7477	0.8647
No log	9.7778	352	0.7272	0.5203	0.7272	0.8527
No log	9.8333	354	0.7159	0.5229	0.7159	0.8461
No log	9.8889	356	0.7236	0.5309	0.7236	0.8506
No log	9.9444	358	0.7205	0.4969	0.7205	0.8488
No log	10.0	360	0.7199	0.4898	0.7199	0.8484
No log	10.0556	362	0.7359	0.4943	0.7359	0.8578
No log	10.1111	364	0.7562	0.4553	0.7562	0.8696
No log	10.1667	366	0.7730	0.4518	0.7730	0.8792
No log	10.2222	368	0.7860	0.4447	0.7860	0.8866
No log	10.2778	370	0.7651	0.4931	0.7651	0.8747
No log	10.3333	372	0.7668	0.5179	0.7668	0.8757
No log	10.3889	374	0.7937	0.5272	0.7937	0.8909
No log	10.4444	376	0.7890	0.5272	0.7890	0.8883
No log	10.5	378	0.7647	0.5250	0.7647	0.8745
No log	10.5556	380	0.7668	0.5256	0.7668	0.8757
No log	10.6111	382	0.7881	0.4749	0.7881	0.8878
No log	10.6667	384	0.7744	0.4541	0.7744	0.8800
No log	10.7222	386	0.7559	0.5028	0.7559	0.8694
No log	10.7778	388	0.7571	0.5499	0.7571	0.8701
No log	10.8333	390	0.7589	0.5511	0.7589	0.8712
No log	10.8889	392	0.7591	0.5405	0.7591	0.8713
No log	10.9444	394	0.7528	0.5322	0.7528	0.8676
No log	11.0	396	0.7835	0.5143	0.7835	0.8851
No log	11.0556	398	0.8005	0.4987	0.8005	0.8947
No log	11.1111	400	0.7824	0.4971	0.7824	0.8845
No log	11.1667	402	0.7618	0.5208	0.7618	0.8728
No log	11.2222	404	0.7489	0.5193	0.7489	0.8654
No log	11.2778	406	0.7374	0.5373	0.7374	0.8587
No log	11.3333	408	0.7452	0.5143	0.7452	0.8632
No log	11.3889	410	0.7519	0.5511	0.7519	0.8671
No log	11.4444	412	0.7531	0.5246	0.7531	0.8678
No log	11.5	414	0.7567	0.5198	0.7567	0.8699
No log	11.5556	416	0.7731	0.4815	0.7731	0.8792
No log	11.6111	418	0.7942	0.4852	0.7942	0.8912
No log	11.6667	420	0.8184	0.4671	0.8184	0.9047
No log	11.7222	422	0.8010	0.4532	0.8010	0.8950
No log	11.7778	424	0.7554	0.4560	0.7554	0.8692
No log	11.8333	426	0.7345	0.4970	0.7345	0.8570
No log	11.8889	428	0.7423	0.4992	0.7423	0.8616
No log	11.9444	430	0.7371	0.5117	0.7371	0.8585
No log	12.0	432	0.7304	0.4972	0.7304	0.8547
No log	12.0556	434	0.7687	0.4673	0.7687	0.8768
No log	12.1111	436	0.7885	0.4463	0.7885	0.8880
No log	12.1667	438	0.7723	0.5069	0.7723	0.8788
No log	12.2222	440	0.7705	0.4787	0.7705	0.8778
No log	12.2778	442	0.7921	0.4833	0.7921	0.8900
No log	12.3333	444	0.8093	0.4789	0.8093	0.8996
No log	12.3889	446	0.8478	0.4891	0.8478	0.9208
No log	12.4444	448	0.8475	0.4740	0.8475	0.9206
No log	12.5	450	0.7998	0.4595	0.7998	0.8943
No log	12.5556	452	0.7714	0.4668	0.7714	0.8783
No log	12.6111	454	0.7555	0.4868	0.7555	0.8692
No log	12.6667	456	0.7338	0.5102	0.7338	0.8566
No log	12.7222	458	0.7392	0.4863	0.7392	0.8598
No log	12.7778	460	0.7441	0.4997	0.7441	0.8626
No log	12.8333	462	0.7246	0.5533	0.7246	0.8512
No log	12.8889	464	0.7207	0.4923	0.7207	0.8489
No log	12.9444	466	0.7582	0.4725	0.7582	0.8707
No log	13.0	468	0.7877	0.4836	0.7877	0.8875
No log	13.0556	470	0.7825	0.4532	0.7825	0.8846
No log	13.1111	472	0.7420	0.4609	0.7420	0.8614
No log	13.1667	474	0.7188	0.4837	0.7188	0.8478
No log	13.2222	476	0.7423	0.5411	0.7423	0.8616
No log	13.2778	478	0.7504	0.5459	0.7504	0.8663
No log	13.3333	480	0.7331	0.5298	0.7331	0.8562
No log	13.3889	482	0.7378	0.4862	0.7378	0.8590
No log	13.4444	484	0.7456	0.4821	0.7456	0.8635
No log	13.5	486	0.7415	0.4915	0.7415	0.8611
No log	13.5556	488	0.7351	0.5021	0.7351	0.8574
No log	13.6111	490	0.7250	0.5326	0.7250	0.8515
No log	13.6667	492	0.7233	0.5346	0.7233	0.8504
No log	13.7222	494	0.7242	0.5170	0.7242	0.8510
No log	13.7778	496	0.7281	0.5183	0.7281	0.8533
No log	13.8333	498	0.7391	0.5256	0.7391	0.8597
0.5097	13.8889	500	0.7542	0.5309	0.7542	0.8685
0.5097	13.9444	502	0.7560	0.5549	0.7560	0.8695
0.5097	14.0	504	0.7569	0.5563	0.7569	0.8700
0.5097	14.0556	506	0.7530	0.5191	0.7530	0.8678
0.5097	14.1111	508	0.7468	0.5258	0.7468	0.8642
0.5097	14.1667	510	0.7416	0.5273	0.7416	0.8612
0.5097	14.2222	512	0.7259	0.5352	0.7259	0.8520
0.5097	14.2778	514	0.7066	0.5295	0.7066	0.8406
0.5097	14.3333	516	0.6905	0.5342	0.6905	0.8310
0.5097	14.3889	518	0.6870	0.5374	0.6870	0.8288
0.5097	14.4444	520	0.6960	0.5953	0.6960	0.8342
0.5097	14.5	522	0.7026	0.5246	0.7026	0.8382
0.5097	14.5556	524	0.7162	0.5410	0.7162	0.8463
0.5097	14.6111	526	0.7213	0.5219	0.7213	0.8493
0.5097	14.6667	528	0.7257	0.4855	0.7257	0.8519
0.5097	14.7222	530	0.7175	0.4913	0.7175	0.8471
0.5097	14.7778	532	0.7152	0.4868	0.7152	0.8457
0.5097	14.8333	534	0.7266	0.5038	0.7266	0.8524

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k14_task2_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k14_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k14_task2_organization