Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.04	2	3.9521	-0.0205	3.9521	1.9880
No log	0.08	4	2.0078	0.0969	2.0078	1.4170
No log	0.12	6	1.5393	0.0465	1.5393	1.2407
No log	0.16	8	0.8886	-0.0596	0.8886	0.9427
No log	0.2	10	0.7150	0.2326	0.7150	0.8456
No log	0.24	12	1.1724	0.0614	1.1724	1.0828
No log	0.28	14	1.3952	0.0622	1.3952	1.1812
No log	0.32	16	0.9250	0.0055	0.9250	0.9617
No log	0.36	18	0.7377	0.1323	0.7377	0.8589
No log	0.4	20	0.7285	0.1687	0.7285	0.8535
No log	0.44	22	0.7682	0.1299	0.7682	0.8765
No log	0.48	24	0.7899	0.1778	0.7899	0.8887
No log	0.52	26	0.7307	0.1460	0.7307	0.8548
No log	0.56	28	0.7075	0.2103	0.7075	0.8412
No log	0.6	30	0.6823	0.2588	0.6823	0.8260
No log	0.64	32	0.6607	0.1565	0.6607	0.8128
No log	0.68	34	0.6790	0.2819	0.6790	0.8240
No log	0.72	36	0.6924	0.2562	0.6924	0.8321
No log	0.76	38	0.6546	0.3124	0.6546	0.8091
No log	0.8	40	0.6443	0.3241	0.6443	0.8027
No log	0.84	42	0.6375	0.3059	0.6375	0.7984
No log	0.88	44	0.6308	0.3259	0.6308	0.7942
No log	0.92	46	0.6637	0.3373	0.6637	0.8147
No log	0.96	48	0.9173	0.2514	0.9173	0.9578
No log	1.0	50	1.0457	0.2244	1.0457	1.0226
No log	1.04	52	1.1902	0.1435	1.1902	1.0910
No log	1.08	54	1.2459	0.1377	1.2459	1.1162
No log	1.12	56	1.0144	0.2673	1.0144	1.0072
No log	1.16	58	0.6826	0.3573	0.6826	0.8262
No log	1.2	60	0.5625	0.4255	0.5625	0.7500
No log	1.24	62	0.5677	0.3353	0.5677	0.7534
No log	1.28	64	0.5444	0.3575	0.5444	0.7378
No log	1.32	66	0.5336	0.3633	0.5336	0.7305
No log	1.3600	68	0.6082	0.4103	0.6082	0.7799
No log	1.4	70	0.6379	0.4161	0.6379	0.7987
No log	1.44	72	0.5494	0.4073	0.5494	0.7412
No log	1.48	74	0.5243	0.4749	0.5243	0.7241
No log	1.52	76	0.6013	0.4596	0.6013	0.7755
No log	1.56	78	0.6427	0.4844	0.6427	0.8017
No log	1.6	80	0.5498	0.5090	0.5498	0.7415
No log	1.6400	82	0.5482	0.4550	0.5482	0.7404
No log	1.6800	84	0.6628	0.4926	0.6628	0.8141
No log	1.72	86	0.8010	0.4371	0.8010	0.8950
No log	1.76	88	0.8056	0.4914	0.8056	0.8975
No log	1.8	90	0.6611	0.4958	0.6611	0.8131
No log	1.8400	92	0.5953	0.4773	0.5953	0.7715
No log	1.88	94	0.8571	0.3212	0.8571	0.9258
No log	1.92	96	1.0169	0.1820	1.0169	1.0084
No log	1.96	98	1.0133	0.1757	1.0133	1.0066
No log	2.0	100	0.8677	0.2860	0.8677	0.9315
No log	2.04	102	0.8386	0.3635	0.8386	0.9158
No log	2.08	104	1.0910	0.4010	1.0910	1.0445
No log	2.12	106	1.3232	0.3476	1.3232	1.1503
No log	2.16	108	1.3166	0.3404	1.3166	1.1474
No log	2.2	110	1.0403	0.4410	1.0403	1.0199
No log	2.24	112	0.8116	0.4401	0.8116	0.9009
No log	2.2800	114	0.7953	0.4320	0.7953	0.8918
No log	2.32	116	0.9399	0.2207	0.9399	0.9695
No log	2.36	118	1.1064	0.1360	1.1064	1.0519
No log	2.4	120	1.0039	0.2186	1.0039	1.0019
No log	2.44	122	0.7668	0.4363	0.7668	0.8757
No log	2.48	124	0.6085	0.5731	0.6085	0.7800
No log	2.52	126	0.5769	0.5205	0.5769	0.7595
No log	2.56	128	0.5998	0.5618	0.5998	0.7745
No log	2.6	130	0.6375	0.5520	0.6375	0.7984
No log	2.64	132	0.6843	0.5689	0.6843	0.8272
No log	2.68	134	0.7800	0.4458	0.7800	0.8832
No log	2.7200	136	0.8489	0.4648	0.8489	0.9213
No log	2.76	138	0.8470	0.4684	0.8470	0.9203
No log	2.8	140	0.7969	0.5141	0.7969	0.8927
No log	2.84	142	0.7295	0.5560	0.7295	0.8541
No log	2.88	144	0.7719	0.5458	0.7719	0.8786
No log	2.92	146	0.8191	0.5293	0.8191	0.9050
No log	2.96	148	0.8839	0.5330	0.8839	0.9402
No log	3.0	150	1.0392	0.4519	1.0392	1.0194
No log	3.04	152	1.1468	0.4281	1.1468	1.0709
No log	3.08	154	1.0792	0.4705	1.0792	1.0388
No log	3.12	156	0.9687	0.4821	0.9687	0.9842
No log	3.16	158	0.9404	0.5278	0.9404	0.9697
No log	3.2	160	0.9285	0.4995	0.9285	0.9636
No log	3.24	162	0.9005	0.5278	0.9005	0.9489
No log	3.2800	164	0.8818	0.5075	0.8818	0.9391
No log	3.32	166	0.8947	0.4824	0.8947	0.9459
No log	3.36	168	0.9297	0.4535	0.9297	0.9642
No log	3.4	170	0.9420	0.4515	0.9420	0.9706
No log	3.44	172	0.9049	0.4690	0.9049	0.9512
No log	3.48	174	0.7956	0.5124	0.7956	0.8920
No log	3.52	176	0.7703	0.5081	0.7703	0.8777
No log	3.56	178	0.7544	0.5058	0.7544	0.8685
No log	3.6	180	0.7650	0.4820	0.7650	0.8746
No log	3.64	182	0.7969	0.4890	0.7969	0.8927
No log	3.68	184	0.7744	0.4702	0.7744	0.8800
No log	3.7200	186	0.7911	0.5027	0.7911	0.8894
No log	3.76	188	0.8107	0.5305	0.8107	0.9004
No log	3.8	190	0.8046	0.4628	0.8046	0.8970
No log	3.84	192	0.8152	0.4720	0.8152	0.9029
No log	3.88	194	0.8429	0.4792	0.8429	0.9181
No log	3.92	196	0.9279	0.4363	0.9279	0.9633
No log	3.96	198	0.9115	0.4347	0.9115	0.9547
No log	4.0	200	0.8058	0.4665	0.8058	0.8976
No log	4.04	202	0.7405	0.4802	0.7405	0.8605
No log	4.08	204	0.7594	0.4679	0.7594	0.8714
No log	4.12	206	0.7795	0.4806	0.7795	0.8829
No log	4.16	208	0.7995	0.4759	0.7995	0.8942
No log	4.2	210	0.8436	0.4737	0.8436	0.9185
No log	4.24	212	0.8728	0.4690	0.8728	0.9343
No log	4.28	214	0.8810	0.4297	0.8810	0.9386
No log	4.32	216	0.8787	0.4143	0.8787	0.9374
No log	4.36	218	0.8495	0.4656	0.8495	0.9217
No log	4.4	220	0.8321	0.4697	0.8321	0.9122
No log	4.44	222	0.8181	0.4689	0.8181	0.9045
No log	4.48	224	0.8089	0.4842	0.8089	0.8994
No log	4.52	226	0.7950	0.4894	0.7950	0.8917
No log	4.5600	228	0.7978	0.4789	0.7978	0.8932
No log	4.6	230	0.8403	0.475	0.8403	0.9167
No log	4.64	232	0.9361	0.4555	0.9361	0.9675
No log	4.68	234	1.0356	0.4069	1.0356	1.0176
No log	4.72	236	1.0593	0.4071	1.0593	1.0292
No log	4.76	238	0.9947	0.4216	0.9947	0.9973
No log	4.8	240	0.9143	0.4447	0.9143	0.9562
No log	4.84	242	0.8204	0.4711	0.8204	0.9058
No log	4.88	244	0.8182	0.5250	0.8182	0.9046
No log	4.92	246	0.8570	0.4987	0.8570	0.9258
No log	4.96	248	0.8559	0.4852	0.8559	0.9251
No log	5.0	250	0.8305	0.4732	0.8305	0.9113
No log	5.04	252	0.8352	0.4527	0.8352	0.9139
No log	5.08	254	0.8809	0.4167	0.8809	0.9386
No log	5.12	256	0.9959	0.4723	0.9959	0.9980
No log	5.16	258	1.0201	0.4707	1.0201	1.0100
No log	5.2	260	0.9471	0.4866	0.9471	0.9732
No log	5.24	262	0.8291	0.4186	0.8291	0.9105
No log	5.28	264	0.7902	0.4979	0.7902	0.8889
No log	5.32	266	0.8347	0.5390	0.8347	0.9136
No log	5.36	268	0.9094	0.4679	0.9094	0.9536
No log	5.4	270	0.8904	0.4721	0.8904	0.9436
No log	5.44	272	0.8206	0.5553	0.8206	0.9059
No log	5.48	274	0.7839	0.5145	0.7839	0.8854
No log	5.52	276	0.8278	0.4789	0.8278	0.9098
No log	5.5600	278	0.8570	0.4631	0.8570	0.9258
No log	5.6	280	0.8116	0.4919	0.8116	0.9009
No log	5.64	282	0.8033	0.4928	0.8033	0.8963
No log	5.68	284	0.8040	0.4908	0.8040	0.8967
No log	5.72	286	0.8303	0.4919	0.8303	0.9112
No log	5.76	288	0.8487	0.4910	0.8487	0.9212
No log	5.8	290	0.8217	0.5056	0.8217	0.9065
No log	5.84	292	0.7784	0.4897	0.7784	0.8822
No log	5.88	294	0.7637	0.4863	0.7637	0.8739
No log	5.92	296	0.7522	0.5481	0.7522	0.8673
No log	5.96	298	0.7525	0.4967	0.7525	0.8675
No log	6.0	300	0.7407	0.5186	0.7407	0.8607
No log	6.04	302	0.7439	0.5355	0.7439	0.8625
No log	6.08	304	0.7930	0.5057	0.7930	0.8905
No log	6.12	306	0.8809	0.4337	0.8809	0.9385
No log	6.16	308	0.9135	0.4268	0.9135	0.9558
No log	6.2	310	0.8951	0.4547	0.8951	0.9461
No log	6.24	312	0.8596	0.4834	0.8596	0.9272
No log	6.28	314	0.8396	0.5129	0.8396	0.9163
No log	6.32	316	0.8633	0.5110	0.8633	0.9291
No log	6.36	318	0.8774	0.4702	0.8774	0.9367
No log	6.4	320	0.8661	0.5204	0.8661	0.9306
No log	6.44	322	0.8279	0.4987	0.8279	0.9099
No log	6.48	324	0.8270	0.5188	0.8270	0.9094
No log	6.52	326	0.8587	0.4550	0.8587	0.9266
No log	6.5600	328	0.8999	0.4555	0.8999	0.9486
No log	6.6	330	0.9074	0.4662	0.9074	0.9526
No log	6.64	332	0.8662	0.4671	0.8662	0.9307
No log	6.68	334	0.7969	0.4776	0.7969	0.8927
No log	6.72	336	0.7502	0.4812	0.7502	0.8662
No log	6.76	338	0.7074	0.4804	0.7074	0.8411
No log	6.8	340	0.6785	0.4795	0.6785	0.8237
No log	6.84	342	0.6654	0.4907	0.6654	0.8157
No log	6.88	344	0.6716	0.4621	0.6716	0.8195
No log	6.92	346	0.6992	0.4747	0.6992	0.8362
No log	6.96	348	0.7390	0.4448	0.7390	0.8597
No log	7.0	350	0.7814	0.4575	0.7814	0.8840
No log	7.04	352	0.7995	0.4571	0.7995	0.8942
No log	7.08	354	0.8025	0.4571	0.8025	0.8958
No log	7.12	356	0.7769	0.4594	0.7769	0.8814
No log	7.16	358	0.7700	0.4394	0.7700	0.8775
No log	7.2	360	0.7610	0.4433	0.7610	0.8724
No log	7.24	362	0.7589	0.4511	0.7589	0.8711
No log	7.28	364	0.7671	0.4564	0.7671	0.8758
No log	7.32	366	0.7602	0.4553	0.7602	0.8719
No log	7.36	368	0.7504	0.4514	0.7504	0.8663
No log	7.4	370	0.7583	0.4336	0.7583	0.8708
No log	7.44	372	0.7750	0.4863	0.7750	0.8803
No log	7.48	374	0.7957	0.4822	0.7957	0.8920
No log	7.52	376	0.8183	0.4955	0.8183	0.9046
No log	7.5600	378	0.8310	0.5075	0.8310	0.9116
No log	7.6	380	0.8218	0.4981	0.8218	0.9065
No log	7.64	382	0.8084	0.5014	0.8084	0.8991
No log	7.68	384	0.7934	0.5099	0.7934	0.8907
No log	7.72	386	0.7930	0.5168	0.7930	0.8905
No log	7.76	388	0.7942	0.5226	0.7942	0.8912
No log	7.8	390	0.7995	0.5090	0.7995	0.8941
No log	7.84	392	0.7981	0.5021	0.7981	0.8934
No log	7.88	394	0.7937	0.5058	0.7937	0.8909
No log	7.92	396	0.8096	0.5051	0.8096	0.8998
No log	7.96	398	0.8177	0.5051	0.8177	0.9043
No log	8.0	400	0.8099	0.5051	0.8099	0.8999
No log	8.04	402	0.8158	0.4981	0.8158	0.9032
No log	8.08	404	0.8381	0.4752	0.8381	0.9155
No log	8.12	406	0.8398	0.4752	0.8398	0.9164
No log	8.16	408	0.8165	0.4752	0.8165	0.9036
No log	8.2	410	0.7877	0.4770	0.7877	0.8875
No log	8.24	412	0.7685	0.5060	0.7685	0.8766
No log	8.28	414	0.7519	0.5076	0.7519	0.8671
No log	8.32	416	0.7447	0.4967	0.7447	0.8630
No log	8.36	418	0.7467	0.5	0.7467	0.8641
No log	8.4	420	0.7610	0.5062	0.7610	0.8723
No log	8.44	422	0.7812	0.5062	0.7812	0.8839
No log	8.48	424	0.8001	0.5054	0.8001	0.8945
No log	8.52	426	0.8073	0.5062	0.8073	0.8985
No log	8.56	428	0.8092	0.5008	0.8092	0.8996
No log	8.6	430	0.8139	0.4853	0.8139	0.9022
No log	8.64	432	0.8192	0.4628	0.8192	0.9051
No log	8.68	434	0.8205	0.4607	0.8205	0.9058
No log	8.72	436	0.8189	0.4538	0.8189	0.9049
No log	8.76	438	0.8130	0.4739	0.8130	0.9017
No log	8.8	440	0.8076	0.4792	0.8076	0.8987
No log	8.84	442	0.8088	0.5054	0.8088	0.8994
No log	8.88	444	0.8146	0.5054	0.8146	0.9026
No log	8.92	446	0.8164	0.4951	0.8164	0.9036
No log	8.96	448	0.8126	0.4968	0.8126	0.9014
No log	9.0	450	0.8050	0.5054	0.8050	0.8972
No log	9.04	452	0.8011	0.5054	0.8011	0.8950
No log	9.08	454	0.7995	0.4955	0.7995	0.8942
No log	9.12	456	0.7988	0.4844	0.7988	0.8937
No log	9.16	458	0.8000	0.4912	0.8000	0.8944
No log	9.2	460	0.8018	0.4844	0.8018	0.8954
No log	9.24	462	0.8060	0.5130	0.8060	0.8978
No log	9.28	464	0.8118	0.5130	0.8118	0.9010
No log	9.32	466	0.8142	0.5061	0.8142	0.9023
No log	9.36	468	0.8159	0.5061	0.8159	0.9033
No log	9.4	470	0.8159	0.5130	0.8159	0.9033
No log	9.44	472	0.8144	0.5130	0.8144	0.9025
No log	9.48	474	0.8136	0.5130	0.8136	0.9020
No log	9.52	476	0.8147	0.5130	0.8147	0.9026
No log	9.56	478	0.8166	0.5052	0.8166	0.9036
No log	9.6	480	0.8192	0.5037	0.8192	0.9051
No log	9.64	482	0.8223	0.5148	0.8223	0.9068
No log	9.68	484	0.8258	0.5013	0.8258	0.9087
No log	9.72	486	0.8286	0.5013	0.8286	0.9103
No log	9.76	488	0.8286	0.5013	0.8286	0.9103
No log	9.8	490	0.8279	0.5013	0.8279	0.9099
No log	9.84	492	0.8278	0.5148	0.8278	0.9098
No log	9.88	494	0.8269	0.5148	0.8269	0.9094
No log	9.92	496	0.8266	0.5148	0.8266	0.9091
No log	9.96	498	0.8263	0.5148	0.8263	0.9090
0.5111	10.0	500	0.8261	0.5148	0.8261	0.9089

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k11_task2_organization

ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k11_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k11_task2_organization