Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0426	2	6.5109	-0.0278	6.5109	2.5516
No log	0.0851	4	4.3861	-0.0299	4.3861	2.0943
No log	0.1277	6	2.9917	0.0179	2.9917	1.7297
No log	0.1702	8	2.1240	0.0283	2.1240	1.4574
No log	0.2128	10	1.5073	0.0660	1.5073	1.2277
No log	0.2553	12	1.2020	0.0349	1.2020	1.0963
No log	0.2979	14	1.1451	-0.0393	1.1451	1.0701
No log	0.3404	16	1.2430	0.0147	1.2430	1.1149
No log	0.3830	18	1.5141	-0.0656	1.5141	1.2305
No log	0.4255	20	1.7807	-0.0964	1.7807	1.3344
No log	0.4681	22	1.5792	-0.0301	1.5792	1.2567
No log	0.5106	24	1.2383	0.0275	1.2383	1.1128
No log	0.5532	26	1.0870	0.0652	1.0870	1.0426
No log	0.5957	28	1.0037	0.0565	1.0037	1.0018
No log	0.6383	30	0.9084	0.1154	0.9084	0.9531
No log	0.6809	32	0.8372	0.2055	0.8372	0.9150
No log	0.7234	34	0.7895	0.2096	0.7895	0.8885
No log	0.7660	36	0.7378	0.3012	0.7378	0.8589
No log	0.8085	38	0.7092	0.3021	0.7092	0.8422
No log	0.8511	40	0.7163	0.2660	0.7163	0.8463
No log	0.8936	42	0.7724	0.2485	0.7724	0.8788
No log	0.9362	44	0.9480	0.1767	0.9480	0.9737
No log	0.9787	46	1.1342	0.0636	1.1342	1.0650
No log	1.0213	48	1.2024	0.1274	1.2024	1.0965
No log	1.0638	50	1.0684	0.1295	1.0684	1.0336
No log	1.1064	52	0.9054	0.2268	0.9054	0.9515
No log	1.1489	54	0.8381	0.2278	0.8381	0.9155
No log	1.1915	56	0.7769	0.2741	0.7769	0.8814
No log	1.2340	58	0.7242	0.2694	0.7242	0.8510
No log	1.2766	60	0.6779	0.2694	0.6779	0.8234
No log	1.3191	62	0.6521	0.2617	0.6521	0.8075
No log	1.3617	64	0.6578	0.3454	0.6578	0.8110
No log	1.4043	66	0.6707	0.3611	0.6707	0.8190
No log	1.4468	68	0.7018	0.3875	0.7018	0.8377
No log	1.4894	70	0.7465	0.3315	0.7465	0.8640
No log	1.5319	72	0.7513	0.4041	0.7513	0.8667
No log	1.5745	74	0.7505	0.4028	0.7505	0.8663
No log	1.6170	76	0.7167	0.3998	0.7167	0.8466
No log	1.6596	78	0.7507	0.4250	0.7507	0.8664
No log	1.7021	80	0.8360	0.3353	0.8360	0.9143
No log	1.7447	82	0.8743	0.3285	0.8743	0.9351
No log	1.7872	84	0.8265	0.3474	0.8265	0.9091
No log	1.8298	86	0.8165	0.3627	0.8165	0.9036
No log	1.8723	88	0.7649	0.4195	0.7649	0.8746
No log	1.9149	90	0.6766	0.4484	0.6766	0.8225
No log	1.9574	92	0.6452	0.4416	0.6452	0.8032
No log	2.0	94	0.6498	0.4416	0.6498	0.8061
No log	2.0426	96	0.6772	0.4340	0.6772	0.8229
No log	2.0851	98	0.6728	0.4267	0.6728	0.8202
No log	2.1277	100	0.7005	0.4158	0.7005	0.8370
No log	2.1702	102	0.6787	0.4294	0.6787	0.8238
No log	2.2128	104	0.6344	0.4507	0.6344	0.7965
No log	2.2553	106	0.6396	0.4507	0.6396	0.7997
No log	2.2979	108	0.6505	0.4359	0.6505	0.8065
No log	2.3404	110	0.6342	0.4557	0.6342	0.7964
No log	2.3830	112	0.6100	0.4796	0.6100	0.7810
No log	2.4255	114	0.5990	0.4651	0.5990	0.7740
No log	2.4681	116	0.6124	0.4719	0.6124	0.7825
No log	2.5106	118	0.6540	0.4725	0.6540	0.8087
No log	2.5532	120	0.6844	0.4942	0.6844	0.8273
No log	2.5957	122	0.7731	0.4017	0.7731	0.8792
No log	2.6383	124	0.7774	0.4183	0.7774	0.8817
No log	2.6809	126	0.7729	0.4646	0.7729	0.8791
No log	2.7234	128	0.6862	0.4769	0.6862	0.8284
No log	2.7660	130	0.6453	0.4827	0.6453	0.8033
No log	2.8085	132	0.6132	0.4926	0.6132	0.7831
No log	2.8511	134	0.5933	0.5189	0.5933	0.7702
No log	2.8936	136	0.6128	0.5077	0.6128	0.7828
No log	2.9362	138	0.6363	0.4649	0.6363	0.7977
No log	2.9787	140	0.6405	0.4453	0.6405	0.8003
No log	3.0213	142	0.6291	0.4676	0.6291	0.7931
No log	3.0638	144	0.6408	0.5114	0.6408	0.8005
No log	3.1064	146	0.6255	0.4955	0.6255	0.7909
No log	3.1489	148	0.5936	0.4660	0.5936	0.7705
No log	3.1915	150	0.6045	0.4828	0.6045	0.7775
No log	3.2340	152	0.6668	0.5197	0.6668	0.8166
No log	3.2766	154	0.7577	0.4997	0.7577	0.8705
No log	3.3191	156	0.7849	0.4890	0.7849	0.8859
No log	3.3617	158	0.7919	0.5005	0.7919	0.8899
No log	3.4043	160	0.7448	0.4752	0.7448	0.8630
No log	3.4468	162	0.7451	0.4476	0.7451	0.8632
No log	3.4894	164	0.7467	0.4533	0.7467	0.8641
No log	3.5319	166	0.7114	0.4828	0.7114	0.8434
No log	3.5745	168	0.6648	0.5226	0.6648	0.8154
No log	3.6170	170	0.6301	0.5409	0.6301	0.7938
No log	3.6596	172	0.6283	0.4939	0.6283	0.7927
No log	3.7021	174	0.6498	0.4974	0.6498	0.8061
No log	3.7447	176	0.6685	0.5064	0.6685	0.8176
No log	3.7872	178	0.6842	0.4960	0.6842	0.8271
No log	3.8298	180	0.7003	0.5128	0.7003	0.8368
No log	3.8723	182	0.7287	0.4803	0.7287	0.8536
No log	3.9149	184	0.7661	0.4689	0.7661	0.8753
No log	3.9574	186	0.7123	0.5254	0.7123	0.8440
No log	4.0	188	0.6540	0.5462	0.6540	0.8087
No log	4.0426	190	0.6937	0.5094	0.6937	0.8329
No log	4.0851	192	0.7619	0.4935	0.7619	0.8729
No log	4.1277	194	0.7581	0.4587	0.7581	0.8707
No log	4.1702	196	0.6907	0.5138	0.6907	0.8311
No log	4.2128	198	0.6403	0.5165	0.6403	0.8002
No log	4.2553	200	0.6370	0.5490	0.6370	0.7981
No log	4.2979	202	0.6486	0.5462	0.6486	0.8054
No log	4.3404	204	0.6758	0.5334	0.6758	0.8221
No log	4.3830	206	0.7134	0.5334	0.7134	0.8447
No log	4.4255	208	0.7723	0.5024	0.7723	0.8788
No log	4.4681	210	0.8039	0.4926	0.8039	0.8966
No log	4.5106	212	0.7698	0.5078	0.7698	0.8774
No log	4.5532	214	0.7382	0.5237	0.7382	0.8592
No log	4.5957	216	0.7260	0.5219	0.7260	0.8520
No log	4.6383	218	0.7352	0.5029	0.7352	0.8574
No log	4.6809	220	0.7513	0.5146	0.7513	0.8668
No log	4.7234	222	0.7557	0.5016	0.7557	0.8693
No log	4.7660	224	0.7540	0.4873	0.7540	0.8684
No log	4.8085	226	0.7532	0.5270	0.7532	0.8679
No log	4.8511	228	0.7298	0.4972	0.7298	0.8543
No log	4.8936	230	0.7258	0.5266	0.7258	0.8519
No log	4.9362	232	0.7286	0.5246	0.7286	0.8536
No log	4.9787	234	0.7039	0.5104	0.7039	0.8390
No log	5.0213	236	0.6919	0.4939	0.6919	0.8318
No log	5.0638	238	0.6905	0.5410	0.6905	0.8310
No log	5.1064	240	0.6770	0.5628	0.6770	0.8228
No log	5.1489	242	0.6703	0.5743	0.6703	0.8187
No log	5.1915	244	0.6628	0.5672	0.6628	0.8141
No log	5.2340	246	0.6548	0.5337	0.6548	0.8092
No log	5.2766	248	0.6649	0.5192	0.6649	0.8154
No log	5.3191	250	0.6720	0.5140	0.6720	0.8198
No log	5.3617	252	0.6933	0.4980	0.6933	0.8326
No log	5.4043	254	0.7237	0.5193	0.7237	0.8507
No log	5.4468	256	0.7471	0.5138	0.7471	0.8643
No log	5.4894	258	0.7565	0.5193	0.7565	0.8698
No log	5.5319	260	0.7628	0.5084	0.7628	0.8734
No log	5.5745	262	0.7572	0.4966	0.7572	0.8702
No log	5.6170	264	0.7611	0.4860	0.7611	0.8724
No log	5.6596	266	0.7679	0.5083	0.7679	0.8763
No log	5.7021	268	0.7852	0.5165	0.7852	0.8861
No log	5.7447	270	0.7889	0.5096	0.7889	0.8882
No log	5.7872	272	0.7979	0.4935	0.7979	0.8933
No log	5.8298	274	0.8124	0.4935	0.8124	0.9013
No log	5.8723	276	0.8166	0.5092	0.8166	0.9037
No log	5.9149	278	0.8157	0.5172	0.8157	0.9031
No log	5.9574	280	0.8057	0.5354	0.8057	0.8976
No log	6.0	282	0.8174	0.5045	0.8174	0.9041
No log	6.0426	284	0.7946	0.4924	0.7946	0.8914
No log	6.0851	286	0.7451	0.5386	0.7451	0.8632
No log	6.1277	288	0.7215	0.4910	0.7215	0.8494
No log	6.1702	290	0.7536	0.4875	0.7536	0.8681
No log	6.2128	292	0.7537	0.4827	0.7537	0.8681
No log	6.2553	294	0.7288	0.4726	0.7288	0.8537
No log	6.2979	296	0.6948	0.4995	0.6948	0.8336
No log	6.3404	298	0.7062	0.5346	0.7062	0.8404
No log	6.3830	300	0.7085	0.5227	0.7085	0.8417
No log	6.4255	302	0.6778	0.5166	0.6778	0.8233
No log	6.4681	304	0.6525	0.5564	0.6525	0.8077
No log	6.5106	306	0.6495	0.5093	0.6495	0.8059
No log	6.5532	308	0.6571	0.5028	0.6571	0.8106
No log	6.5957	310	0.6686	0.5053	0.6686	0.8177
No log	6.6383	312	0.6939	0.5217	0.6939	0.8330
No log	6.6809	314	0.7241	0.5403	0.7241	0.8509
No log	6.7234	316	0.7238	0.5166	0.7238	0.8508
No log	6.7660	318	0.7239	0.5120	0.7239	0.8508
No log	6.8085	320	0.7319	0.5192	0.7319	0.8555
No log	6.8511	322	0.7303	0.5092	0.7303	0.8546
No log	6.8936	324	0.7195	0.5338	0.7195	0.8482
No log	6.9362	326	0.7001	0.5476	0.7001	0.8367
No log	6.9787	328	0.6925	0.5562	0.6925	0.8321
No log	7.0213	330	0.6840	0.5719	0.6840	0.8271
No log	7.0638	332	0.6780	0.5663	0.6780	0.8234
No log	7.1064	334	0.6891	0.5630	0.6891	0.8301
No log	7.1489	336	0.7192	0.5505	0.7192	0.8480
No log	7.1915	338	0.7493	0.5610	0.7493	0.8656
No log	7.2340	340	0.7465	0.5405	0.7465	0.8640
No log	7.2766	342	0.7472	0.5034	0.7472	0.8644
No log	7.3191	344	0.7473	0.5299	0.7473	0.8644
No log	7.3617	346	0.7253	0.5456	0.7253	0.8516
No log	7.4043	348	0.7384	0.5640	0.7384	0.8593
No log	7.4468	350	0.7739	0.5211	0.7739	0.8797
No log	7.4894	352	0.7703	0.5281	0.7703	0.8777
No log	7.5319	354	0.7519	0.5378	0.7519	0.8671
No log	7.5745	356	0.7530	0.5490	0.7530	0.8678
No log	7.6170	358	0.7556	0.5653	0.7556	0.8693
No log	7.6596	360	0.7467	0.5496	0.7467	0.8641
No log	7.7021	362	0.7525	0.5118	0.7525	0.8675
No log	7.7447	364	0.7594	0.4846	0.7594	0.8714
No log	7.7872	366	0.7589	0.4806	0.7589	0.8711
No log	7.8298	368	0.7567	0.4806	0.7567	0.8699
No log	7.8723	370	0.7661	0.4901	0.7661	0.8753
No log	7.9149	372	0.7454	0.5058	0.7454	0.8633
No log	7.9574	374	0.7427	0.5188	0.7427	0.8618
No log	8.0	376	0.7349	0.4990	0.7349	0.8573
No log	8.0426	378	0.7265	0.5145	0.7265	0.8524
No log	8.0851	380	0.7176	0.4957	0.7176	0.8471
No log	8.1277	382	0.7171	0.5050	0.7171	0.8468
No log	8.1702	384	0.7204	0.4912	0.7204	0.8488
No log	8.2128	386	0.7202	0.4942	0.7202	0.8487
No log	8.2553	388	0.7223	0.5183	0.7223	0.8499
No log	8.2979	390	0.7198	0.5055	0.7198	0.8484
No log	8.3404	392	0.7125	0.5440	0.7125	0.8441
No log	8.3830	394	0.7264	0.4990	0.7264	0.8523
No log	8.4255	396	0.7379	0.5049	0.7379	0.8590
No log	8.4681	398	0.7252	0.5427	0.7252	0.8516
No log	8.5106	400	0.7483	0.5503	0.7483	0.8651
No log	8.5532	402	0.7491	0.5502	0.7491	0.8655
No log	8.5957	404	0.7470	0.5477	0.7470	0.8643
No log	8.6383	406	0.7618	0.5379	0.7618	0.8728
No log	8.6809	408	0.7655	0.5160	0.7655	0.8749
No log	8.7234	410	0.7597	0.4797	0.7597	0.8716
No log	8.7660	412	0.7891	0.4833	0.7891	0.8883
No log	8.8085	414	0.7925	0.5305	0.7925	0.8902
No log	8.8511	416	0.7553	0.5014	0.7553	0.8691
No log	8.8936	418	0.7259	0.5040	0.7259	0.8520
No log	8.9362	420	0.7219	0.5488	0.7219	0.8496
No log	8.9787	422	0.7171	0.5457	0.7171	0.8468
No log	9.0213	424	0.6940	0.5519	0.6940	0.8331
No log	9.0638	426	0.7023	0.5227	0.7023	0.8380
No log	9.1064	428	0.7060	0.5208	0.7060	0.8402
No log	9.1489	430	0.7069	0.5141	0.7069	0.8408
No log	9.1915	432	0.7058	0.5392	0.7058	0.8401
No log	9.2340	434	0.7137	0.5380	0.7137	0.8448
No log	9.2766	436	0.7380	0.5044	0.7380	0.8591
No log	9.3191	438	0.7712	0.4719	0.7712	0.8782
No log	9.3617	440	0.8235	0.4468	0.8235	0.9074
No log	9.4043	442	0.9055	0.4754	0.9055	0.9516
No log	9.4468	444	0.9068	0.4799	0.9068	0.9523
No log	9.4894	446	0.8517	0.4582	0.8517	0.9229
No log	9.5319	448	0.8144	0.4643	0.8144	0.9024
No log	9.5745	450	0.8043	0.5064	0.8043	0.8968
No log	9.6170	452	0.7796	0.5248	0.7796	0.8830
No log	9.6596	454	0.7704	0.5240	0.7704	0.8777
No log	9.7021	456	0.7826	0.5076	0.7826	0.8846
No log	9.7447	458	0.8115	0.5	0.8115	0.9009
No log	9.7872	460	0.8427	0.4935	0.8427	0.9180
No log	9.8298	462	0.8663	0.4926	0.8663	0.9308
No log	9.8723	464	0.8633	0.5002	0.8633	0.9292
No log	9.9149	466	0.8402	0.4817	0.8402	0.9166
No log	9.9574	468	0.8220	0.4801	0.8220	0.9067
No log	10.0	470	0.8321	0.4917	0.8321	0.9122
No log	10.0426	472	0.8364	0.4917	0.8364	0.9146
No log	10.0851	474	0.8092	0.5279	0.8092	0.8996
No log	10.1277	476	0.8124	0.5080	0.8124	0.9013
No log	10.1702	478	0.8195	0.4786	0.8195	0.9052
No log	10.2128	480	0.8056	0.4532	0.8056	0.8976
No log	10.2553	482	0.8076	0.4603	0.8076	0.8986
No log	10.2979	484	0.8050	0.4607	0.8050	0.8972
No log	10.3404	486	0.8099	0.4464	0.8099	0.9000
No log	10.3830	488	0.8057	0.4344	0.8057	0.8976
No log	10.4255	490	0.8001	0.4498	0.8001	0.8945
No log	10.4681	492	0.8200	0.4961	0.8200	0.9055
No log	10.5106	494	0.8405	0.4926	0.8405	0.9168
No log	10.5532	496	0.8127	0.4477	0.8127	0.9015
No log	10.5957	498	0.8021	0.5180	0.8021	0.8956
0.5332	10.6383	500	0.8128	0.4970	0.8128	0.9015
0.5332	10.6809	502	0.7996	0.5016	0.7996	0.8942
0.5332	10.7234	504	0.7519	0.5368	0.7519	0.8671
0.5332	10.7660	506	0.7276	0.5475	0.7276	0.8530
0.5332	10.8085	508	0.7363	0.5201	0.7363	0.8581
0.5332	10.8511	510	0.7574	0.4873	0.7574	0.8703
0.5332	10.8936	512	0.7766	0.4840	0.7766	0.8812
0.5332	10.9362	514	0.8084	0.4739	0.8084	0.8991
0.5332	10.9787	516	0.8285	0.4560	0.8285	0.9102
0.5332	11.0213	518	0.8272	0.4573	0.8272	0.9095

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k19_task2_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k19_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k19_task2_organization