Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0952	2	6.3637	-0.0278	6.3637	2.5226
No log	0.1905	4	4.1957	-0.0253	4.1957	2.0483
No log	0.2857	6	2.8733	0.0309	2.8733	1.6951
No log	0.3810	8	2.0534	0.0417	2.0534	1.4330
No log	0.4762	10	1.4387	0.0983	1.4387	1.1995
No log	0.5714	12	1.1156	0.0260	1.1156	1.0562
No log	0.6667	14	0.9126	0.0470	0.9126	0.9553
No log	0.7619	16	0.7917	0.1442	0.7917	0.8898
No log	0.8571	18	0.7505	0.1850	0.7505	0.8663
No log	0.9524	20	0.7149	0.2456	0.7149	0.8455
No log	1.0476	22	0.7092	0.2090	0.7092	0.8421
No log	1.1429	24	0.7114	0.2052	0.7114	0.8434
No log	1.2381	26	0.7135	0.1184	0.7135	0.8447
No log	1.3333	28	0.7262	0.1868	0.7262	0.8522
No log	1.4286	30	0.7816	0.2066	0.7816	0.8841
No log	1.5238	32	0.8053	0.1806	0.8053	0.8974
No log	1.6190	34	0.7834	0.2066	0.7834	0.8851
No log	1.7143	36	0.7734	0.1878	0.7734	0.8794
No log	1.8095	38	0.7886	0.2024	0.7886	0.8880
No log	1.9048	40	0.7582	0.1912	0.7582	0.8708
No log	2.0	42	0.7363	0.1912	0.7363	0.8581
No log	2.0952	44	0.7188	0.1912	0.7188	0.8478
No log	2.1905	46	0.6746	0.2135	0.6746	0.8213
No log	2.2857	48	0.6248	0.3426	0.6248	0.7904
No log	2.3810	50	0.5899	0.3942	0.5899	0.7681
No log	2.4762	52	0.5914	0.3572	0.5914	0.7690
No log	2.5714	54	0.5938	0.3974	0.5938	0.7706
No log	2.6667	56	0.5983	0.3921	0.5983	0.7735
No log	2.7619	58	0.5970	0.3937	0.5970	0.7727
No log	2.8571	60	0.6220	0.3627	0.6220	0.7887
No log	2.9524	62	0.6924	0.3056	0.6924	0.8321
No log	3.0476	64	0.7537	0.3550	0.7537	0.8682
No log	3.1429	66	0.7411	0.4161	0.7411	0.8608
No log	3.2381	68	0.6538	0.4246	0.6538	0.8086
No log	3.3333	70	0.5853	0.4747	0.5853	0.7651
No log	3.4286	72	0.5836	0.4647	0.5836	0.7639
No log	3.5238	74	0.5736	0.4647	0.5736	0.7574
No log	3.6190	76	0.5797	0.4647	0.5797	0.7614
No log	3.7143	78	0.5654	0.4538	0.5654	0.7519
No log	3.8095	80	0.5321	0.4874	0.5321	0.7295
No log	3.9048	82	0.5230	0.4760	0.5230	0.7232
No log	4.0	84	0.5474	0.4921	0.5474	0.7399
No log	4.0952	86	0.6233	0.4142	0.6233	0.7895
No log	4.1905	88	0.6667	0.4549	0.6667	0.8165
No log	4.2857	90	0.6258	0.4298	0.6258	0.7911
No log	4.3810	92	0.5571	0.5219	0.5571	0.7464
No log	4.4762	94	0.5196	0.4681	0.5196	0.7208
No log	4.5714	96	0.5066	0.5101	0.5066	0.7118
No log	4.6667	98	0.5084	0.4933	0.5084	0.7130
No log	4.7619	100	0.4992	0.5110	0.4992	0.7066
No log	4.8571	102	0.5127	0.4699	0.5127	0.7161
No log	4.9524	104	0.5254	0.4946	0.5254	0.7249
No log	5.0476	106	0.5088	0.5063	0.5088	0.7133
No log	5.1429	108	0.4921	0.5346	0.4921	0.7015
No log	5.2381	110	0.4916	0.5477	0.4916	0.7011
No log	5.3333	112	0.5003	0.5226	0.5003	0.7074
No log	5.4286	114	0.5243	0.5201	0.5243	0.7241
No log	5.5238	116	0.5654	0.5321	0.5654	0.7520
No log	5.6190	118	0.6047	0.5047	0.6047	0.7776
No log	5.7143	120	0.6491	0.5256	0.6491	0.8057
No log	5.8095	122	0.6549	0.5412	0.6549	0.8093
No log	5.9048	124	0.6163	0.5295	0.6163	0.7851
No log	6.0	126	0.5886	0.5316	0.5886	0.7672
No log	6.0952	128	0.5554	0.5487	0.5554	0.7453
No log	6.1905	130	0.5222	0.5639	0.5222	0.7226
No log	6.2857	132	0.5179	0.5290	0.5179	0.7196
No log	6.3810	134	0.5228	0.5221	0.5228	0.7230
No log	6.4762	136	0.5278	0.5347	0.5278	0.7265
No log	6.5714	138	0.5357	0.5620	0.5357	0.7319
No log	6.6667	140	0.5384	0.5421	0.5384	0.7338
No log	6.7619	142	0.5385	0.5571	0.5385	0.7338
No log	6.8571	144	0.5369	0.5323	0.5369	0.7327
No log	6.9524	146	0.5403	0.5571	0.5403	0.7351
No log	7.0476	148	0.5375	0.5829	0.5375	0.7331
No log	7.1429	150	0.5427	0.5758	0.5427	0.7367
No log	7.2381	152	0.5339	0.5825	0.5339	0.7307
No log	7.3333	154	0.5257	0.5337	0.5257	0.7250
No log	7.4286	156	0.5406	0.5504	0.5406	0.7353
No log	7.5238	158	0.5572	0.5366	0.5572	0.7465
No log	7.6190	160	0.5735	0.5385	0.5735	0.7573
No log	7.7143	162	0.5782	0.5317	0.5782	0.7604
No log	7.8095	164	0.5477	0.5327	0.5477	0.7400
No log	7.9048	166	0.5215	0.5356	0.5215	0.7221
No log	8.0	168	0.5392	0.5421	0.5392	0.7343
No log	8.0952	170	0.5321	0.5554	0.5321	0.7294
No log	8.1905	172	0.5277	0.54	0.5277	0.7264
No log	8.2857	174	0.5562	0.5181	0.5562	0.7458
No log	8.3810	176	0.6012	0.5623	0.6012	0.7754
No log	8.4762	178	0.6339	0.5440	0.6339	0.7962
No log	8.5714	180	0.6259	0.5489	0.6259	0.7911
No log	8.6667	182	0.5740	0.5263	0.5740	0.7576
No log	8.7619	184	0.5620	0.5764	0.5620	0.7497
No log	8.8571	186	0.5726	0.5439	0.5726	0.7567
No log	8.9524	188	0.5729	0.5354	0.5729	0.7569
No log	9.0476	190	0.5666	0.5687	0.5666	0.7527
No log	9.1429	192	0.5778	0.5900	0.5778	0.7602
No log	9.2381	194	0.6148	0.5358	0.6148	0.7841
No log	9.3333	196	0.6338	0.5574	0.6338	0.7961
No log	9.4286	198	0.6230	0.5386	0.6230	0.7893
No log	9.5238	200	0.5970	0.5220	0.5970	0.7727
No log	9.6190	202	0.5846	0.5380	0.5846	0.7646
No log	9.7143	204	0.5796	0.5483	0.5796	0.7613
No log	9.8095	206	0.5741	0.5609	0.5741	0.7577
No log	9.9048	208	0.5623	0.5825	0.5623	0.7499
No log	10.0	210	0.5621	0.5414	0.5621	0.7498
No log	10.0952	212	0.5754	0.5395	0.5754	0.7586
No log	10.1905	214	0.5688	0.5447	0.5688	0.7542
No log	10.2857	216	0.5613	0.5461	0.5613	0.7492
No log	10.3810	218	0.5705	0.5724	0.5705	0.7553
No log	10.4762	220	0.5884	0.5589	0.5884	0.7670
No log	10.5714	222	0.5958	0.5501	0.5958	0.7719
No log	10.6667	224	0.5886	0.5940	0.5886	0.7672
No log	10.7619	226	0.6144	0.5450	0.6144	0.7839
No log	10.8571	228	0.6478	0.5339	0.6478	0.8049
No log	10.9524	230	0.6235	0.5379	0.6235	0.7896
No log	11.0476	232	0.5961	0.5489	0.5961	0.7721
No log	11.1429	234	0.5954	0.5444	0.5954	0.7716
No log	11.2381	236	0.5912	0.5387	0.5912	0.7689
No log	11.3333	238	0.5902	0.5081	0.5902	0.7682
No log	11.4286	240	0.6059	0.5392	0.6059	0.7784
No log	11.5238	242	0.6396	0.5496	0.6396	0.7997
No log	11.6190	244	0.6552	0.5720	0.6552	0.8095
No log	11.7143	246	0.6416	0.5604	0.6416	0.8010
No log	11.8095	248	0.6259	0.5195	0.6259	0.7911
No log	11.9048	250	0.6091	0.5503	0.6091	0.7805
No log	12.0	252	0.6028	0.5420	0.6028	0.7764
No log	12.0952	254	0.6063	0.5535	0.6063	0.7787
No log	12.1905	256	0.6124	0.5377	0.6124	0.7825
No log	12.2857	258	0.6162	0.5502	0.6162	0.7850
No log	12.3810	260	0.6212	0.5699	0.6212	0.7881
No log	12.4762	262	0.6215	0.5572	0.6215	0.7884
No log	12.5714	264	0.6216	0.5587	0.6216	0.7884
No log	12.6667	266	0.6333	0.5617	0.6333	0.7958
No log	12.7619	268	0.6278	0.5703	0.6278	0.7923
No log	12.8571	270	0.6228	0.5545	0.6228	0.7892
No log	12.9524	272	0.6149	0.5574	0.6149	0.7842
No log	13.0476	274	0.5966	0.5355	0.5966	0.7724
No log	13.1429	276	0.5894	0.5551	0.5894	0.7677
No log	13.2381	278	0.5968	0.5746	0.5968	0.7725
No log	13.3333	280	0.6023	0.5491	0.6023	0.7761
No log	13.4286	282	0.6146	0.5387	0.6146	0.7840
No log	13.5238	284	0.6304	0.5405	0.6304	0.7940
No log	13.6190	286	0.6367	0.5418	0.6367	0.7979
No log	13.7143	288	0.6396	0.5490	0.6396	0.7997
No log	13.8095	290	0.6427	0.5503	0.6427	0.8017
No log	13.9048	292	0.6534	0.5403	0.6534	0.8084
No log	14.0	294	0.6647	0.5315	0.6647	0.8153
No log	14.0952	296	0.6621	0.5520	0.6621	0.8137
No log	14.1905	298	0.6579	0.5465	0.6579	0.8111
No log	14.2857	300	0.6476	0.5493	0.6476	0.8048
No log	14.3810	302	0.6341	0.5717	0.6341	0.7963
No log	14.4762	304	0.6273	0.5387	0.6273	0.7920
No log	14.5714	306	0.6186	0.5738	0.6186	0.7865
No log	14.6667	308	0.6121	0.5696	0.6121	0.7824
No log	14.7619	310	0.6121	0.5455	0.6121	0.7824
No log	14.8571	312	0.6165	0.5040	0.6165	0.7852
No log	14.9524	314	0.6257	0.4959	0.6257	0.7910
No log	15.0476	316	0.6389	0.5116	0.6389	0.7993
No log	15.1429	318	0.6448	0.4991	0.6448	0.8030
No log	15.2381	320	0.6572	0.5241	0.6572	0.8107
No log	15.3333	322	0.6817	0.5446	0.6817	0.8256
No log	15.4286	324	0.6791	0.5572	0.6791	0.8241
No log	15.5238	326	0.6613	0.5435	0.6613	0.8132
No log	15.6190	328	0.6585	0.5665	0.6585	0.8115
No log	15.7143	330	0.6617	0.5710	0.6617	0.8134
No log	15.8095	332	0.6585	0.5706	0.6585	0.8115
No log	15.9048	334	0.6568	0.5603	0.6568	0.8104
No log	16.0	336	0.6736	0.5665	0.6736	0.8207
No log	16.0952	338	0.6927	0.5674	0.6927	0.8323
No log	16.1905	340	0.6912	0.5557	0.6912	0.8314
No log	16.2857	342	0.6961	0.5584	0.6961	0.8343
No log	16.3810	344	0.7162	0.5709	0.7162	0.8463
No log	16.4762	346	0.7289	0.5619	0.7289	0.8538
No log	16.5714	348	0.7241	0.5517	0.7241	0.8510
No log	16.6667	350	0.7059	0.5453	0.7059	0.8402
No log	16.7619	352	0.6873	0.5146	0.6873	0.8290
No log	16.8571	354	0.6878	0.5579	0.6878	0.8293
No log	16.9524	356	0.6916	0.5748	0.6916	0.8316
No log	17.0476	358	0.6810	0.5620	0.6810	0.8252
No log	17.1429	360	0.6762	0.5286	0.6762	0.8223
No log	17.2381	362	0.6756	0.5282	0.6756	0.8219
No log	17.3333	364	0.6705	0.5465	0.6705	0.8188
No log	17.4286	366	0.6685	0.5465	0.6685	0.8176
No log	17.5238	368	0.6711	0.5562	0.6711	0.8192
No log	17.6190	370	0.6721	0.5282	0.6721	0.8198
No log	17.7143	372	0.6874	0.5518	0.6874	0.8291
No log	17.8095	374	0.6794	0.5544	0.6794	0.8243
No log	17.9048	376	0.6592	0.5586	0.6592	0.8119
No log	18.0	378	0.6717	0.5190	0.6717	0.8196
No log	18.0952	380	0.6984	0.5342	0.6984	0.8357
No log	18.1905	382	0.7073	0.5368	0.7073	0.8410
No log	18.2857	384	0.6997	0.5195	0.6997	0.8365
No log	18.3810	386	0.6801	0.5144	0.6801	0.8247
No log	18.4762	388	0.6777	0.5685	0.6777	0.8232
No log	18.5714	390	0.6654	0.5617	0.6654	0.8157
No log	18.6667	392	0.6605	0.5709	0.6605	0.8127
No log	18.7619	394	0.6667	0.5761	0.6667	0.8165
No log	18.8571	396	0.6774	0.5563	0.6774	0.8231
No log	18.9524	398	0.6975	0.5505	0.6975	0.8351
No log	19.0476	400	0.7231	0.5519	0.7231	0.8503
No log	19.1429	402	0.7482	0.5334	0.7482	0.8650
No log	19.2381	404	0.7753	0.5012	0.7753	0.8805
No log	19.3333	406	0.7759	0.4896	0.7759	0.8809
No log	19.4286	408	0.7450	0.5042	0.7450	0.8631
No log	19.5238	410	0.7104	0.5177	0.7104	0.8429
No log	19.6190	412	0.6623	0.5413	0.6623	0.8138
No log	19.7143	414	0.6314	0.5411	0.6314	0.7946
No log	19.8095	416	0.6242	0.5552	0.6242	0.7900
No log	19.9048	418	0.6271	0.5609	0.6271	0.7919
No log	20.0	420	0.6299	0.5691	0.6299	0.7936
No log	20.0952	422	0.6477	0.5723	0.6477	0.8048
No log	20.1905	424	0.6835	0.5651	0.6835	0.8268
No log	20.2857	426	0.7049	0.5556	0.7049	0.8396
No log	20.3810	428	0.6852	0.5378	0.6852	0.8278
No log	20.4762	430	0.6674	0.5577	0.6674	0.8169
No log	20.5714	432	0.6599	0.54	0.6599	0.8124
No log	20.6667	434	0.6566	0.5490	0.6566	0.8103
No log	20.7619	436	0.6528	0.5564	0.6528	0.8080
No log	20.8571	438	0.6918	0.5378	0.6918	0.8317
No log	20.9524	440	0.7266	0.5375	0.7266	0.8524
No log	21.0476	442	0.7053	0.5450	0.7053	0.8398
No log	21.1429	444	0.6710	0.5323	0.6710	0.8191
No log	21.2381	446	0.6474	0.5579	0.6474	0.8046
No log	21.3333	448	0.6507	0.5976	0.6507	0.8067
No log	21.4286	450	0.6504	0.5595	0.6504	0.8065
No log	21.5238	452	0.6572	0.5416	0.6572	0.8107
No log	21.6190	454	0.6889	0.5300	0.6889	0.8300
No log	21.7143	456	0.7192	0.5383	0.7192	0.8480
No log	21.8095	458	0.7120	0.5342	0.7120	0.8438
No log	21.9048	460	0.6997	0.5283	0.6997	0.8365
No log	22.0	462	0.7021	0.5283	0.7021	0.8379
No log	22.0952	464	0.7058	0.5246	0.7058	0.8401
No log	22.1905	466	0.7316	0.5274	0.7316	0.8553
No log	22.2857	468	0.7287	0.5231	0.7287	0.8536
No log	22.3810	470	0.7134	0.5246	0.7134	0.8446
No log	22.4762	472	0.6972	0.5473	0.6972	0.8350
No log	22.5714	474	0.6914	0.5589	0.6914	0.8315
No log	22.6667	476	0.7034	0.5304	0.7034	0.8387
No log	22.7619	478	0.6974	0.5354	0.6974	0.8351
No log	22.8571	480	0.6726	0.5354	0.6726	0.8201
No log	22.9524	482	0.6555	0.5464	0.6555	0.8096
No log	23.0476	484	0.6559	0.5518	0.6559	0.8099
No log	23.1429	486	0.6745	0.5726	0.6745	0.8213
No log	23.2381	488	0.6956	0.5473	0.6956	0.8340
No log	23.3333	490	0.7179	0.5617	0.7179	0.8473
No log	23.4286	492	0.7483	0.5109	0.7483	0.8650
No log	23.5238	494	0.7620	0.5015	0.7620	0.8729
No log	23.6190	496	0.7412	0.5082	0.7412	0.8610
No log	23.7143	498	0.7027	0.5386	0.7027	0.8383
0.5505	23.8095	500	0.6651	0.5507	0.6651	0.8156
0.5505	23.9048	502	0.6632	0.5700	0.6632	0.8144
0.5505	24.0	504	0.6718	0.5877	0.6718	0.8196
0.5505	24.0952	506	0.6920	0.5519	0.6920	0.8319
0.5505	24.1905	508	0.7506	0.5393	0.7506	0.8664
0.5505	24.2857	510	0.8082	0.5342	0.8082	0.8990
0.5505	24.3810	512	0.8218	0.5225	0.8218	0.9065
0.5505	24.4762	514	0.7835	0.5020	0.7835	0.8852
0.5505	24.5714	516	0.7208	0.5263	0.7208	0.8490

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k8_task2_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k8_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k8_task2_organization