Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0488	2	6.4572	-0.0218	6.4572	2.5411
No log	0.0976	4	4.4118	-0.0299	4.4118	2.1004
No log	0.1463	6	3.1422	0.0124	3.1422	1.7726
No log	0.1951	8	2.2491	0.0116	2.2491	1.4997
No log	0.2439	10	1.6234	0.0579	1.6234	1.2741
No log	0.2927	12	1.4197	-0.0218	1.4197	1.1915
No log	0.3415	14	1.4441	-0.0865	1.4441	1.2017
No log	0.3902	16	1.5354	-0.0930	1.5354	1.2391
No log	0.4390	18	1.3346	-0.0023	1.3346	1.1552
No log	0.4878	20	1.2310	0.0211	1.2310	1.1095
No log	0.5366	22	1.1647	0.0498	1.1647	1.0792
No log	0.5854	24	1.0739	0.0506	1.0739	1.0363
No log	0.6341	26	0.9873	0.1108	0.9873	0.9936
No log	0.6829	28	0.8805	0.2267	0.8805	0.9383
No log	0.7317	30	0.8543	0.2807	0.8543	0.9243
No log	0.7805	32	0.8493	0.2880	0.8493	0.9216
No log	0.8293	34	0.8701	0.2862	0.8701	0.9328
No log	0.8780	36	0.8652	0.2829	0.8652	0.9301
No log	0.9268	38	0.9140	0.3100	0.9140	0.9561
No log	0.9756	40	0.9152	0.2838	0.9152	0.9567
No log	1.0244	42	0.9194	0.2748	0.9194	0.9588
No log	1.0732	44	1.0718	0.2664	1.0718	1.0353
No log	1.1220	46	1.1676	0.2105	1.1676	1.0806
No log	1.1707	48	1.1208	0.2289	1.1208	1.0587
No log	1.2195	50	0.9322	0.2841	0.9322	0.9655
No log	1.2683	52	0.7750	0.3540	0.7750	0.8803
No log	1.3171	54	0.7373	0.3784	0.7373	0.8587
No log	1.3659	56	0.7220	0.3928	0.7220	0.8497
No log	1.4146	58	0.7046	0.4241	0.7046	0.8394
No log	1.4634	60	0.6693	0.4368	0.6693	0.8181
No log	1.5122	62	0.6867	0.4167	0.6867	0.8286
No log	1.5610	64	0.6517	0.4469	0.6517	0.8073
No log	1.6098	66	0.6424	0.4392	0.6424	0.8015
No log	1.6585	68	0.6438	0.4241	0.6438	0.8023
No log	1.7073	70	0.5972	0.4582	0.5972	0.7728
No log	1.7561	72	0.5770	0.4478	0.5770	0.7596
No log	1.8049	74	0.5728	0.4450	0.5728	0.7568
No log	1.8537	76	0.5758	0.4421	0.5758	0.7588
No log	1.9024	78	0.5777	0.4611	0.5777	0.7601
No log	1.9512	80	0.6131	0.4437	0.6131	0.7830
No log	2.0	82	0.7311	0.4145	0.7311	0.8551
No log	2.0488	84	0.8051	0.4137	0.8051	0.8973
No log	2.0976	86	0.7788	0.4091	0.7788	0.8825
No log	2.1463	88	0.6875	0.4406	0.6875	0.8292
No log	2.1951	90	0.6131	0.4813	0.6131	0.7830
No log	2.2439	92	0.6042	0.4255	0.6042	0.7773
No log	2.2927	94	0.6145	0.4932	0.6145	0.7839
No log	2.3415	96	0.6424	0.4637	0.6424	0.8015
No log	2.3902	98	0.6758	0.4709	0.6758	0.8221
No log	2.4390	100	0.7118	0.4690	0.7118	0.8437
No log	2.4878	102	0.7314	0.4690	0.7314	0.8552
No log	2.5366	104	0.7516	0.4788	0.7516	0.8669
No log	2.5854	106	0.7334	0.4482	0.7334	0.8564
No log	2.6341	108	0.6783	0.4617	0.6783	0.8236
No log	2.6829	110	0.6697	0.4432	0.6697	0.8184
No log	2.7317	112	0.6956	0.4600	0.6956	0.8340
No log	2.7805	114	0.7640	0.4699	0.7640	0.8741
No log	2.8293	116	0.8706	0.4565	0.8706	0.9331
No log	2.8780	118	0.8184	0.4605	0.8184	0.9046
No log	2.9268	120	0.7204	0.4729	0.7204	0.8488
No log	2.9756	122	0.6069	0.4572	0.6069	0.7791
No log	3.0244	124	0.5792	0.4905	0.5792	0.7610
No log	3.0732	126	0.5861	0.4520	0.5861	0.7656
No log	3.1220	128	0.6034	0.4462	0.6034	0.7768
No log	3.1707	130	0.6247	0.4595	0.6247	0.7904
No log	3.2195	132	0.6785	0.5009	0.6785	0.8237
No log	3.2683	134	0.7499	0.4904	0.7499	0.8660
No log	3.3171	136	0.7605	0.5115	0.7605	0.8720
No log	3.3659	138	0.7552	0.5112	0.7552	0.8690
No log	3.4146	140	0.7573	0.5245	0.7573	0.8702
No log	3.4634	142	0.7765	0.5326	0.7765	0.8812
No log	3.5122	144	0.7981	0.4801	0.7981	0.8934
No log	3.5610	146	0.8238	0.4521	0.8238	0.9076
No log	3.6098	148	0.7492	0.4697	0.7492	0.8656
No log	3.6585	150	0.6770	0.4724	0.6770	0.8228
No log	3.7073	152	0.6459	0.5068	0.6459	0.8037
No log	3.7561	154	0.6456	0.4984	0.6456	0.8035
No log	3.8049	156	0.6584	0.4727	0.6584	0.8114
No log	3.8537	158	0.6960	0.4851	0.6960	0.8343
No log	3.9024	160	0.7117	0.5168	0.7117	0.8436
No log	3.9512	162	0.7023	0.4668	0.7023	0.8380
No log	4.0	164	0.6876	0.4880	0.6876	0.8292
No log	4.0488	166	0.6845	0.4859	0.6845	0.8274
No log	4.0976	168	0.6803	0.4554	0.6803	0.8248
No log	4.1463	170	0.6672	0.4623	0.6672	0.8168
No log	4.1951	172	0.6652	0.4735	0.6652	0.8156
No log	4.2439	174	0.6819	0.5376	0.6819	0.8258
No log	4.2927	176	0.6778	0.5	0.6778	0.8233
No log	4.3415	178	0.6656	0.4425	0.6656	0.8159
No log	4.3902	180	0.6549	0.4741	0.6549	0.8093
No log	4.4390	182	0.6524	0.4545	0.6524	0.8077
No log	4.4878	184	0.6574	0.4840	0.6574	0.8108
No log	4.5366	186	0.6617	0.4822	0.6617	0.8134
No log	4.5854	188	0.6689	0.4665	0.6689	0.8179
No log	4.6341	190	0.6722	0.4985	0.6722	0.8199
No log	4.6829	192	0.6735	0.5070	0.6735	0.8207
No log	4.7317	194	0.6701	0.5009	0.6701	0.8186
No log	4.7805	196	0.6837	0.5111	0.6837	0.8269
No log	4.8293	198	0.6962	0.5117	0.6962	0.8344
No log	4.8780	200	0.7100	0.5089	0.7100	0.8426
No log	4.9268	202	0.7269	0.4845	0.7269	0.8526
No log	4.9756	204	0.7307	0.4465	0.7307	0.8548
No log	5.0244	206	0.7354	0.4565	0.7354	0.8576
No log	5.0732	208	0.7231	0.4481	0.7231	0.8504
No log	5.1220	210	0.7518	0.5006	0.7518	0.8670
No log	5.1707	212	0.7488	0.4848	0.7488	0.8653
No log	5.2195	214	0.7506	0.4710	0.7506	0.8664
No log	5.2683	216	0.7360	0.4740	0.7360	0.8579
No log	5.3171	218	0.7477	0.4924	0.7477	0.8647
No log	5.3659	220	0.7515	0.5117	0.7515	0.8669
No log	5.4146	222	0.7475	0.4975	0.7475	0.8646
No log	5.4634	224	0.7835	0.4826	0.7835	0.8852
No log	5.5122	226	0.8179	0.5024	0.8179	0.9044
No log	5.5610	228	0.7696	0.5047	0.7696	0.8773
No log	5.6098	230	0.7150	0.4390	0.7150	0.8456
No log	5.6585	232	0.7080	0.4953	0.7080	0.8414
No log	5.7073	234	0.7404	0.5049	0.7404	0.8605
No log	5.7561	236	0.7260	0.5024	0.7260	0.8521
No log	5.8049	238	0.7247	0.4779	0.7247	0.8513
No log	5.8537	240	0.7280	0.4716	0.7280	0.8532
No log	5.9024	242	0.7562	0.5068	0.7562	0.8696
No log	5.9512	244	0.7568	0.5183	0.7568	0.8700
No log	6.0	246	0.7260	0.4952	0.7260	0.8520
No log	6.0488	248	0.7214	0.5014	0.7214	0.8493
No log	6.0976	250	0.7193	0.4921	0.7193	0.8481
No log	6.1463	252	0.7236	0.4744	0.7236	0.8507
No log	6.1951	254	0.7480	0.4910	0.7480	0.8649
No log	6.2439	256	0.7505	0.4686	0.7505	0.8663
No log	6.2927	258	0.7625	0.4856	0.7625	0.8732
No log	6.3415	260	0.7837	0.4860	0.7837	0.8853
No log	6.3902	262	0.8122	0.4831	0.8122	0.9012
No log	6.4390	264	0.8281	0.4806	0.8281	0.9100
No log	6.4878	266	0.8093	0.4967	0.8093	0.8996
No log	6.5366	268	0.8052	0.4743	0.8052	0.8974
No log	6.5854	270	0.8119	0.4736	0.8119	0.9011
No log	6.6341	272	0.8018	0.4731	0.8018	0.8954
No log	6.6829	274	0.7906	0.4650	0.7906	0.8892
No log	6.7317	276	0.8090	0.4959	0.8090	0.8995
No log	6.7805	278	0.8357	0.4841	0.8357	0.9142
No log	6.8293	280	0.8296	0.4663	0.8296	0.9109
No log	6.8780	282	0.8131	0.4850	0.8131	0.9017
No log	6.9268	284	0.8719	0.4765	0.8719	0.9337
No log	6.9756	286	0.9238	0.4662	0.9238	0.9612
No log	7.0244	288	0.8754	0.4722	0.8754	0.9356
No log	7.0732	290	0.8044	0.4710	0.8044	0.8969
No log	7.1220	292	0.8523	0.4894	0.8523	0.9232
No log	7.1707	294	0.9050	0.4898	0.9050	0.9513
No log	7.2195	296	0.8707	0.5049	0.8707	0.9331
No log	7.2683	298	0.8026	0.4861	0.8026	0.8959
No log	7.3171	300	0.8224	0.4847	0.8224	0.9069
No log	7.3659	302	0.9211	0.4847	0.9211	0.9598
No log	7.4146	304	0.9220	0.4734	0.9220	0.9602
No log	7.4634	306	0.8434	0.4748	0.8434	0.9184
No log	7.5122	308	0.7798	0.4476	0.7798	0.8831
No log	7.5610	310	0.7581	0.4834	0.7581	0.8707
No log	7.6098	312	0.7509	0.4745	0.7509	0.8666
No log	7.6585	314	0.7715	0.4563	0.7715	0.8784
No log	7.7073	316	0.8341	0.4761	0.8341	0.9133
No log	7.7561	318	0.8536	0.4599	0.8536	0.9239
No log	7.8049	320	0.8168	0.5040	0.8168	0.9038
No log	7.8537	322	0.8182	0.4871	0.8182	0.9045
No log	7.9024	324	0.8446	0.5057	0.8446	0.9190
No log	7.9512	326	0.8220	0.4799	0.8220	0.9067
No log	8.0	328	0.7950	0.4809	0.7950	0.8916
No log	8.0488	330	0.7797	0.4940	0.7797	0.8830
No log	8.0976	332	0.7646	0.4727	0.7646	0.8744
No log	8.1463	334	0.7851	0.4894	0.7851	0.8860
No log	8.1951	336	0.7909	0.5087	0.7909	0.8893
No log	8.2439	338	0.7645	0.4926	0.7645	0.8744
No log	8.2927	340	0.7471	0.4895	0.7471	0.8643
No log	8.3415	342	0.7499	0.4926	0.7499	0.8660
No log	8.3902	344	0.7706	0.4910	0.7706	0.8779
No log	8.4390	346	0.7841	0.4799	0.7841	0.8855
No log	8.4878	348	0.7661	0.5044	0.7661	0.8752
No log	8.5366	350	0.7391	0.4987	0.7391	0.8597
No log	8.5854	352	0.7316	0.4928	0.7316	0.8553
No log	8.6341	354	0.7449	0.4857	0.7449	0.8631
No log	8.6829	356	0.7501	0.4976	0.7501	0.8661
No log	8.7317	358	0.7733	0.5449	0.7733	0.8794
No log	8.7805	360	0.7745	0.5168	0.7745	0.8801
No log	8.8293	362	0.7696	0.5153	0.7696	0.8773
No log	8.8780	364	0.7653	0.4751	0.7653	0.8748
No log	8.9268	366	0.7698	0.4877	0.7698	0.8774
No log	8.9756	368	0.7565	0.4877	0.7565	0.8697
No log	9.0244	370	0.7307	0.4884	0.7307	0.8548
No log	9.0732	372	0.7153	0.4945	0.7153	0.8458
No log	9.1220	374	0.7165	0.4992	0.7165	0.8465
No log	9.1707	376	0.7101	0.5117	0.7101	0.8427
No log	9.2195	378	0.7211	0.4992	0.7211	0.8492
No log	9.2683	380	0.7473	0.5254	0.7473	0.8645
No log	9.3171	382	0.7829	0.5194	0.7829	0.8848
No log	9.3659	384	0.8069	0.5015	0.8069	0.8983
No log	9.4146	386	0.8263	0.4811	0.8263	0.9090
No log	9.4634	388	0.8191	0.5223	0.8191	0.9050
No log	9.5122	390	0.8288	0.5049	0.8288	0.9104
No log	9.5610	392	0.8284	0.5135	0.8284	0.9102
No log	9.6098	394	0.8460	0.5019	0.8460	0.9198
No log	9.6585	396	0.9419	0.4402	0.9419	0.9705
No log	9.7073	398	0.9374	0.4371	0.9374	0.9682
No log	9.7561	400	0.8395	0.4840	0.8395	0.9162
No log	9.8049	402	0.7681	0.5263	0.7681	0.8764
No log	9.8537	404	0.7409	0.5178	0.7409	0.8608
No log	9.9024	406	0.7150	0.5283	0.7150	0.8456
No log	9.9512	408	0.7077	0.5233	0.7077	0.8412
No log	10.0	410	0.7265	0.5148	0.7265	0.8523
No log	10.0488	412	0.7232	0.5481	0.7232	0.8504
No log	10.0976	414	0.7187	0.4538	0.7187	0.8477
No log	10.1463	416	0.7308	0.4820	0.7308	0.8548
No log	10.1951	418	0.7369	0.4748	0.7369	0.8584
No log	10.2439	420	0.7521	0.4934	0.7521	0.8673
No log	10.2927	422	0.7538	0.4907	0.7538	0.8682
No log	10.3415	424	0.7601	0.4867	0.7601	0.8718
No log	10.3902	426	0.7552	0.4675	0.7552	0.8690
No log	10.4390	428	0.7356	0.4874	0.7356	0.8577
No log	10.4878	430	0.7314	0.4811	0.7314	0.8552
No log	10.5366	432	0.7324	0.4907	0.7324	0.8558
No log	10.5854	434	0.7181	0.5023	0.7181	0.8474
No log	10.6341	436	0.7192	0.5196	0.7192	0.8480
No log	10.6829	438	0.7332	0.5593	0.7332	0.8563
No log	10.7317	440	0.7235	0.5023	0.7235	0.8506
No log	10.7805	442	0.7440	0.4770	0.7440	0.8626
No log	10.8293	444	0.7776	0.4972	0.7776	0.8818
No log	10.8780	446	0.7671	0.4990	0.7671	0.8758
No log	10.9268	448	0.7692	0.4961	0.7692	0.8770
No log	10.9756	450	0.7766	0.5181	0.7766	0.8813
No log	11.0244	452	0.7482	0.4896	0.7482	0.8650
No log	11.0732	454	0.7276	0.4968	0.7276	0.8530
No log	11.1220	456	0.7225	0.5121	0.7225	0.8500
No log	11.1707	458	0.7038	0.5099	0.7038	0.8390
No log	11.2195	460	0.6966	0.5116	0.6966	0.8346
No log	11.2683	462	0.6920	0.5276	0.6920	0.8318
No log	11.3171	464	0.6878	0.5080	0.6878	0.8294
No log	11.3659	466	0.6917	0.5071	0.6917	0.8317
No log	11.4146	468	0.6934	0.5166	0.6934	0.8327
No log	11.4634	470	0.7053	0.5069	0.7053	0.8398
No log	11.5122	472	0.7172	0.5083	0.7172	0.8469
No log	11.5610	474	0.7465	0.5441	0.7465	0.8640
No log	11.6098	476	0.7590	0.5091	0.7590	0.8712
No log	11.6585	478	0.7490	0.4987	0.7490	0.8655
No log	11.7073	480	0.7703	0.4721	0.7703	0.8777
No log	11.7561	482	0.7930	0.4683	0.7930	0.8905
No log	11.8049	484	0.8066	0.4512	0.8066	0.8981
No log	11.8537	486	0.8081	0.4636	0.8081	0.8989
No log	11.9024	488	0.8105	0.4943	0.8105	0.9003
No log	11.9512	490	0.8019	0.4948	0.8019	0.8955
No log	12.0	492	0.7991	0.4640	0.7991	0.8939
No log	12.0488	494	0.8136	0.4803	0.8136	0.9020
No log	12.0976	496	0.8131	0.4636	0.8131	0.9017
No log	12.1463	498	0.8096	0.4764	0.8096	0.8998
0.5422	12.1951	500	0.7998	0.4942	0.7998	0.8943
0.5422	12.2439	502	0.7891	0.4943	0.7891	0.8883
0.5422	12.2927	504	0.7546	0.5235	0.7546	0.8687
0.5422	12.3415	506	0.7413	0.4612	0.7413	0.8610
0.5422	12.3902	508	0.7386	0.5163	0.7386	0.8594
0.5422	12.4390	510	0.7539	0.5254	0.7539	0.8683
0.5422	12.4878	512	0.7923	0.5398	0.7923	0.8901
0.5422	12.5366	514	0.7673	0.5432	0.7673	0.8760
0.5422	12.5854	516	0.7228	0.5163	0.7228	0.8502
0.5422	12.6341	518	0.7210	0.5134	0.7210	0.8491
0.5422	12.6829	520	0.7363	0.4897	0.7363	0.8581
0.5422	12.7317	522	0.7370	0.4904	0.7370	0.8585
0.5422	12.7805	524	0.7740	0.5287	0.7740	0.8798
0.5422	12.8293	526	0.7918	0.5271	0.7918	0.8899
0.5422	12.8780	528	0.7615	0.5397	0.7615	0.8727
0.5422	12.9268	530	0.7612	0.4997	0.7612	0.8725
0.5422	12.9756	532	0.7642	0.4989	0.7642	0.8742
0.5422	13.0244	534	0.7533	0.5005	0.7533	0.8679
0.5422	13.0732	536	0.7580	0.5058	0.7580	0.8707
0.5422	13.1220	538	0.7880	0.5570	0.7880	0.8877
0.5422	13.1707	540	0.7674	0.5748	0.7674	0.8760
0.5422	13.2195	542	0.7260	0.5179	0.7260	0.8521
0.5422	13.2683	544	0.7254	0.5031	0.7254	0.8517
0.5422	13.3171	546	0.7308	0.5064	0.7308	0.8549
0.5422	13.3659	548	0.7507	0.5298	0.7507	0.8664
0.5422	13.4146	550	0.7935	0.5147	0.7935	0.8908
0.5422	13.4634	552	0.8104	0.5039	0.8104	0.9002
0.5422	13.5122	554	0.7815	0.5061	0.7815	0.8840
0.5422	13.5610	556	0.7702	0.4912	0.7702	0.8776
0.5422	13.6098	558	0.7885	0.4838	0.7885	0.8880
0.5422	13.6585	560	0.7754	0.4680	0.7754	0.8805
0.5422	13.7073	562	0.7551	0.4890	0.7551	0.8689
0.5422	13.7561	564	0.7686	0.5370	0.7686	0.8767
0.5422	13.8049	566	0.7959	0.5030	0.7959	0.8921
0.5422	13.8537	568	0.7872	0.5190	0.7872	0.8872
0.5422	13.9024	570	0.8037	0.4732	0.8037	0.8965
0.5422	13.9512	572	0.8165	0.4597	0.8165	0.9036
0.5422	14.0	574	0.8214	0.4597	0.8214	0.9063
0.5422	14.0488	576	0.8268	0.4837	0.8268	0.9093
0.5422	14.0976	578	0.8329	0.4912	0.8329	0.9126

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k16_task2_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k16_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k16_task2_organization