Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0444	2	6.4550	-0.0278	6.4550	2.5407
No log	0.0889	4	4.2449	-0.0299	4.2449	2.0603
No log	0.1333	6	2.9093	0.0074	2.9093	1.7057
No log	0.1778	8	1.9938	0.0202	1.9938	1.4120
No log	0.2222	10	1.3855	0.0346	1.3855	1.1771
No log	0.2667	12	1.0389	0.0388	1.0389	1.0193
No log	0.3111	14	0.8818	0.1008	0.8818	0.9390
No log	0.3556	16	0.7963	0.0762	0.7963	0.8923
No log	0.4	18	0.7204	0.1517	0.7204	0.8487
No log	0.4444	20	0.6802	0.2333	0.6802	0.8248
No log	0.4889	22	0.6625	0.3310	0.6625	0.8139
No log	0.5333	24	0.6795	0.1728	0.6795	0.8243
No log	0.5778	26	0.7506	0.1557	0.7506	0.8664
No log	0.6222	28	0.8293	0.1684	0.8293	0.9107
No log	0.6667	30	0.8601	0.1878	0.8601	0.9274
No log	0.7111	32	0.9407	0.2171	0.9407	0.9699
No log	0.7556	34	1.0362	0.2066	1.0362	1.0180
No log	0.8	36	1.0373	0.1958	1.0373	1.0185
No log	0.8444	38	1.0767	0.1888	1.0767	1.0377
No log	0.8889	40	1.0507	0.2100	1.0507	1.0250
No log	0.9333	42	0.9953	0.2206	0.9953	0.9976
No log	0.9778	44	0.9176	0.2210	0.9176	0.9579
No log	1.0222	46	0.8088	0.2695	0.8088	0.8993
No log	1.0667	48	0.7470	0.2327	0.7470	0.8643
No log	1.1111	50	0.7310	0.2443	0.7310	0.8550
No log	1.1556	52	0.7446	0.2620	0.7446	0.8629
No log	1.2	54	0.7911	0.2210	0.7911	0.8894
No log	1.2444	56	0.8445	0.2279	0.8445	0.9190
No log	1.2889	58	0.9414	0.2206	0.9414	0.9702
No log	1.3333	60	1.0689	0.2322	1.0689	1.0339
No log	1.3778	62	1.1321	0.2348	1.1321	1.0640
No log	1.4222	64	1.0905	0.2463	1.0905	1.0443
No log	1.4667	66	0.9801	0.2663	0.9801	0.9900
No log	1.5111	68	0.8396	0.2607	0.8396	0.9163
No log	1.5556	70	0.7156	0.2848	0.7156	0.8459
No log	1.6	72	0.6353	0.3529	0.6353	0.7971
No log	1.6444	74	0.6062	0.4213	0.6062	0.7786
No log	1.6889	76	0.6036	0.3846	0.6036	0.7769
No log	1.7333	78	0.6413	0.3471	0.6413	0.8008
No log	1.7778	80	0.7324	0.2607	0.7324	0.8558
No log	1.8222	82	0.8598	0.2487	0.8598	0.9273
No log	1.8667	84	0.9179	0.2477	0.9179	0.9581
No log	1.9111	86	0.9831	0.2693	0.9831	0.9915
No log	1.9556	88	0.9491	0.2782	0.9491	0.9742
No log	2.0	90	0.8846	0.2827	0.8846	0.9405
No log	2.0444	92	0.8297	0.2941	0.8297	0.9109
No log	2.0889	94	0.7872	0.3680	0.7872	0.8873
No log	2.1333	96	0.7337	0.3567	0.7337	0.8566
No log	2.1778	98	0.7338	0.3891	0.7338	0.8566
No log	2.2222	100	0.8030	0.3364	0.8030	0.8961
No log	2.2667	102	0.8926	0.3042	0.8926	0.9448
No log	2.3111	104	0.8838	0.2812	0.8838	0.9401
No log	2.3556	106	0.8057	0.3405	0.8057	0.8976
No log	2.4	108	0.7482	0.3532	0.7482	0.8650
No log	2.4444	110	0.6707	0.3786	0.6707	0.8190
No log	2.4889	112	0.6072	0.4416	0.6072	0.7792
No log	2.5333	114	0.5828	0.5106	0.5828	0.7634
No log	2.5778	116	0.5882	0.5183	0.5882	0.7669
No log	2.6222	118	0.6024	0.4655	0.6024	0.7762
No log	2.6667	120	0.6466	0.4167	0.6466	0.8041
No log	2.7111	122	0.6853	0.3994	0.6853	0.8278
No log	2.7556	124	0.7329	0.3481	0.7329	0.8561
No log	2.8	126	0.7363	0.3481	0.7363	0.8581
No log	2.8444	128	0.7498	0.3250	0.7498	0.8659
No log	2.8889	130	0.7198	0.3563	0.7198	0.8484
No log	2.9333	132	0.6967	0.3563	0.6967	0.8347
No log	2.9778	134	0.6801	0.3596	0.6801	0.8247
No log	3.0222	136	0.6334	0.4271	0.6334	0.7959
No log	3.0667	138	0.6069	0.4222	0.6069	0.7791
No log	3.1111	140	0.5781	0.5254	0.5781	0.7603
No log	3.1556	142	0.5823	0.5	0.5823	0.7631
No log	3.2	144	0.6103	0.4823	0.6103	0.7812
No log	3.2444	146	0.6718	0.4390	0.6718	0.8196
No log	3.2889	148	0.7706	0.4387	0.7706	0.8778
No log	3.3333	150	0.8632	0.3816	0.8632	0.9291
No log	3.3778	152	0.8970	0.3836	0.8970	0.9471
No log	3.4222	154	0.8286	0.3820	0.8286	0.9103
No log	3.4667	156	0.7148	0.4275	0.7148	0.8455
No log	3.5111	158	0.6651	0.4697	0.6651	0.8155
No log	3.5556	160	0.6511	0.4697	0.6511	0.8069
No log	3.6	162	0.6530	0.4584	0.6530	0.8081
No log	3.6444	164	0.6349	0.4723	0.6349	0.7968
No log	3.6889	166	0.6224	0.4773	0.6224	0.7889
No log	3.7333	168	0.6166	0.4751	0.6166	0.7852
No log	3.7778	170	0.6211	0.5071	0.6211	0.7881
No log	3.8222	172	0.6390	0.5330	0.6390	0.7994
No log	3.8667	174	0.6128	0.5272	0.6128	0.7828
No log	3.9111	176	0.5867	0.5785	0.5867	0.7660
No log	3.9556	178	0.5799	0.5519	0.5799	0.7615
No log	4.0	180	0.5821	0.5333	0.5821	0.7630
No log	4.0444	182	0.6047	0.5099	0.6047	0.7776
No log	4.0889	184	0.6314	0.5199	0.6314	0.7946
No log	4.1333	186	0.6619	0.5666	0.6619	0.8135
No log	4.1778	188	0.7005	0.5109	0.7005	0.8370
No log	4.2222	190	0.6794	0.5450	0.6794	0.8242
No log	4.2667	192	0.6448	0.4719	0.6448	0.8030
No log	4.3111	194	0.6326	0.4835	0.6326	0.7954
No log	4.3556	196	0.6188	0.4759	0.6188	0.7866
No log	4.4	198	0.6082	0.4967	0.6082	0.7799
No log	4.4444	200	0.5962	0.4810	0.5962	0.7721
No log	4.4889	202	0.5848	0.4902	0.5848	0.7647
No log	4.5333	204	0.5978	0.5224	0.5978	0.7731
No log	4.5778	206	0.5937	0.5359	0.5937	0.7705
No log	4.6222	208	0.5826	0.5132	0.5826	0.7633
No log	4.6667	210	0.5767	0.5180	0.5767	0.7594
No log	4.7111	212	0.5694	0.5300	0.5694	0.7546
No log	4.7556	214	0.5764	0.5388	0.5764	0.7592
No log	4.8	216	0.6299	0.5397	0.6299	0.7937
No log	4.8444	218	0.7080	0.4733	0.7080	0.8414
No log	4.8889	220	0.7308	0.4733	0.7308	0.8549
No log	4.9333	222	0.6608	0.4799	0.6608	0.8129
No log	4.9778	224	0.6310	0.5446	0.6310	0.7944
No log	5.0222	226	0.6037	0.5520	0.6037	0.7770
No log	5.0667	228	0.5986	0.5454	0.5986	0.7737
No log	5.1111	230	0.6041	0.5469	0.6041	0.7773
No log	5.1556	232	0.6100	0.5518	0.6100	0.7810
No log	5.2	234	0.6299	0.5538	0.6299	0.7936
No log	5.2444	236	0.6760	0.5303	0.6760	0.8222
No log	5.2889	238	0.7188	0.4737	0.7188	0.8478
No log	5.3333	240	0.7122	0.4963	0.7122	0.8439
No log	5.3778	242	0.6765	0.5125	0.6765	0.8225
No log	5.4222	244	0.6522	0.5296	0.6522	0.8076
No log	5.4667	246	0.6558	0.5492	0.6558	0.8098
No log	5.5111	248	0.6667	0.5370	0.6667	0.8165
No log	5.5556	250	0.6934	0.5261	0.6934	0.8327
No log	5.6	252	0.7788	0.4327	0.7788	0.8825
No log	5.6444	254	0.8317	0.4047	0.8317	0.9120
No log	5.6889	256	0.8065	0.4193	0.8065	0.8981
No log	5.7333	258	0.7939	0.4172	0.7939	0.8910
No log	5.7778	260	0.8099	0.4250	0.8099	0.8999
No log	5.8222	262	0.7615	0.4559	0.7615	0.8726
No log	5.8667	264	0.7141	0.5154	0.7141	0.8450
No log	5.9111	266	0.6734	0.5475	0.6734	0.8206
No log	5.9556	268	0.6704	0.5538	0.6704	0.8188
No log	6.0	270	0.6712	0.5553	0.6712	0.8193
No log	6.0444	272	0.6874	0.5101	0.6874	0.8291
No log	6.0889	274	0.7143	0.4717	0.7143	0.8451
No log	6.1333	276	0.7459	0.4599	0.7459	0.8636
No log	6.1778	278	0.8211	0.4460	0.8211	0.9061
No log	6.2222	280	0.9235	0.3877	0.9235	0.9610
No log	6.2667	282	1.0178	0.3855	1.0178	1.0089
No log	6.3111	284	0.9284	0.4368	0.9284	0.9635
No log	6.3556	286	0.7853	0.4445	0.7853	0.8862
No log	6.4	288	0.7298	0.4599	0.7298	0.8543
No log	6.4444	290	0.7280	0.4951	0.7280	0.8532
No log	6.4889	292	0.7278	0.4951	0.7278	0.8531
No log	6.5333	294	0.7432	0.5091	0.7432	0.8621
No log	6.5778	296	0.7323	0.5125	0.7323	0.8558
No log	6.6222	298	0.7191	0.5145	0.7191	0.8480
No log	6.6667	300	0.7167	0.5270	0.7167	0.8466
No log	6.7111	302	0.7344	0.5350	0.7344	0.8570
No log	6.7556	304	0.7561	0.4868	0.7561	0.8695
No log	6.8	306	0.7430	0.4964	0.7430	0.8620
No log	6.8444	308	0.7347	0.5115	0.7347	0.8572
No log	6.8889	310	0.7482	0.5056	0.7482	0.8650
No log	6.9333	312	0.7713	0.4965	0.7713	0.8782
No log	6.9778	314	0.7848	0.4872	0.7848	0.8859
No log	7.0222	316	0.7724	0.4861	0.7724	0.8789
No log	7.0667	318	0.7551	0.5191	0.7551	0.8690
No log	7.1111	320	0.7390	0.5186	0.7390	0.8597
No log	7.1556	322	0.7245	0.5197	0.7245	0.8512
No log	7.2	324	0.7289	0.5186	0.7289	0.8537
No log	7.2444	326	0.7293	0.5062	0.7293	0.8540
No log	7.2889	328	0.7300	0.5158	0.7300	0.8544
No log	7.3333	330	0.7157	0.5314	0.7157	0.8460
No log	7.3778	332	0.7035	0.5537	0.7035	0.8388
No log	7.4222	334	0.6992	0.5105	0.6992	0.8362
No log	7.4667	336	0.7004	0.5091	0.7004	0.8369
No log	7.5111	338	0.6897	0.5083	0.6897	0.8305
No log	7.5556	340	0.6652	0.5191	0.6652	0.8156
No log	7.6	342	0.6579	0.5133	0.6579	0.8111
No log	7.6444	344	0.6788	0.5245	0.6788	0.8239
No log	7.6889	346	0.6885	0.4785	0.6885	0.8298
No log	7.7333	348	0.7055	0.4767	0.7055	0.8399
No log	7.7778	350	0.7312	0.4754	0.7312	0.8551
No log	7.8222	352	0.7230	0.4991	0.7230	0.8503
No log	7.8667	354	0.7201	0.4956	0.7201	0.8486
No log	7.9111	356	0.7182	0.5256	0.7182	0.8475
No log	7.9556	358	0.7047	0.5492	0.7047	0.8395
No log	8.0	360	0.7008	0.5479	0.7008	0.8371
No log	8.0444	362	0.6902	0.5405	0.6902	0.8308
No log	8.0889	364	0.6793	0.5337	0.6793	0.8242
No log	8.1333	366	0.6941	0.5087	0.6941	0.8331
No log	8.1778	368	0.6993	0.5361	0.6993	0.8362
No log	8.2222	370	0.7024	0.5360	0.7024	0.8381
No log	8.2667	372	0.7095	0.5064	0.7095	0.8423
No log	8.3111	374	0.7142	0.4988	0.7142	0.8451
No log	8.3556	376	0.7003	0.5374	0.7003	0.8368
No log	8.4	378	0.6879	0.5089	0.6879	0.8294
No log	8.4444	380	0.6771	0.5234	0.6771	0.8229
No log	8.4889	382	0.6733	0.5194	0.6733	0.8206
No log	8.5333	384	0.7247	0.52	0.7247	0.8513
No log	8.5778	386	0.7727	0.4699	0.7727	0.8790
No log	8.6222	388	0.7890	0.4628	0.7890	0.8882
No log	8.6667	390	0.7772	0.4848	0.7772	0.8816
No log	8.7111	392	0.7727	0.4822	0.7727	0.8790
No log	8.7556	394	0.7882	0.4917	0.7882	0.8878
No log	8.8	396	0.7656	0.5043	0.7656	0.8750
No log	8.8444	398	0.7518	0.5287	0.7518	0.8671
No log	8.8889	400	0.7506	0.5132	0.7506	0.8664
No log	8.9333	402	0.7330	0.5373	0.7330	0.8561
No log	8.9778	404	0.7219	0.5520	0.7219	0.8496
No log	9.0222	406	0.7337	0.5193	0.7337	0.8565
No log	9.0667	408	0.7182	0.5193	0.7182	0.8474
No log	9.1111	410	0.6937	0.5489	0.6937	0.8329
No log	9.1556	412	0.6736	0.5265	0.6736	0.8208
No log	9.2	414	0.6783	0.5446	0.6783	0.8236
No log	9.2444	416	0.6679	0.5217	0.6679	0.8173
No log	9.2889	418	0.6637	0.5624	0.6637	0.8147
No log	9.3333	420	0.6750	0.5276	0.6750	0.8216
No log	9.3778	422	0.6949	0.5102	0.6949	0.8336
No log	9.4222	424	0.7025	0.5324	0.7025	0.8381
No log	9.4667	426	0.7272	0.4517	0.7272	0.8528
No log	9.5111	428	0.7482	0.4767	0.7482	0.8650
No log	9.5556	430	0.7354	0.4416	0.7354	0.8576
No log	9.6	432	0.7203	0.4869	0.7203	0.8487
No log	9.6444	434	0.7271	0.5102	0.7271	0.8527
No log	9.6889	436	0.7392	0.5665	0.7392	0.8598
No log	9.7333	438	0.7380	0.5278	0.7380	0.8590
No log	9.7778	440	0.7400	0.5323	0.7400	0.8602
No log	9.8222	442	0.7479	0.5145	0.7479	0.8648
No log	9.8667	444	0.7525	0.5410	0.7525	0.8675
No log	9.9111	446	0.7608	0.5302	0.7608	0.8722
No log	9.9556	448	0.7561	0.5393	0.7561	0.8695
No log	10.0	450	0.7320	0.5463	0.7320	0.8556
No log	10.0444	452	0.7160	0.5471	0.7160	0.8462
No log	10.0889	454	0.7097	0.5289	0.7097	0.8424
No log	10.1333	456	0.7130	0.5360	0.7130	0.8444
No log	10.1778	458	0.7097	0.5397	0.7097	0.8424
No log	10.2222	460	0.7252	0.5316	0.7252	0.8516
No log	10.2667	462	0.7474	0.5172	0.7474	0.8645
No log	10.3111	464	0.7685	0.5385	0.7685	0.8766
No log	10.3556	466	0.7946	0.4805	0.7946	0.8914
No log	10.4	468	0.8379	0.4308	0.8379	0.9154
No log	10.4444	470	0.8265	0.4308	0.8265	0.9091
No log	10.4889	472	0.7900	0.4847	0.7900	0.8888
No log	10.5333	474	0.7372	0.5314	0.7372	0.8586
No log	10.5778	476	0.7149	0.5014	0.7149	0.8455
No log	10.6222	478	0.7162	0.5101	0.7162	0.8463
No log	10.6667	480	0.6933	0.5120	0.6933	0.8326
No log	10.7111	482	0.6704	0.5232	0.6704	0.8188
No log	10.7556	484	0.6727	0.5787	0.6727	0.8202
No log	10.8	486	0.6817	0.5521	0.6817	0.8257
No log	10.8444	488	0.6918	0.5297	0.6918	0.8318
No log	10.8889	490	0.6972	0.5367	0.6972	0.8350
No log	10.9333	492	0.6946	0.5240	0.6946	0.8335
No log	10.9778	494	0.6985	0.5329	0.6985	0.8358
No log	11.0222	496	0.6976	0.5281	0.6976	0.8352
No log	11.0667	498	0.6798	0.5432	0.6798	0.8245
0.5691	11.1111	500	0.6839	0.5337	0.6839	0.8270
0.5691	11.1556	502	0.6851	0.5048	0.6851	0.8277
0.5691	11.2	504	0.6794	0.5223	0.6794	0.8242
0.5691	11.2444	506	0.6816	0.4786	0.6816	0.8256
0.5691	11.2889	508	0.6825	0.5169	0.6825	0.8262
0.5691	11.3333	510	0.6986	0.5023	0.6986	0.8358

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k18_task2_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k18_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k18_task2_organization