Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0714	2	6.5282	-0.0278	6.5282	2.5550
No log	0.1429	4	4.3467	-0.0299	4.3467	2.0849
No log	0.2143	6	2.9861	0.0020	2.9861	1.7280
No log	0.2857	8	2.0375	-0.0042	2.0375	1.4274
No log	0.3571	10	1.4622	0.0210	1.4622	1.2092
No log	0.4286	12	1.1917	-0.0312	1.1917	1.0916
No log	0.5	14	1.2373	-0.0999	1.2373	1.1123
No log	0.5714	16	1.4850	-0.1124	1.4850	1.2186
No log	0.6429	18	1.4001	-0.1432	1.4001	1.1832
No log	0.7143	20	1.1113	-0.1106	1.1113	1.0542
No log	0.7857	22	0.9294	-0.0201	0.9294	0.9641
No log	0.8571	24	0.8123	0.0445	0.8123	0.9013
No log	0.9286	26	0.7524	0.1014	0.7524	0.8674
No log	1.0	28	0.7176	0.1930	0.7176	0.8471
No log	1.0714	30	0.7063	0.2159	0.7063	0.8404
No log	1.1429	32	0.7384	0.1640	0.7384	0.8593
No log	1.2143	34	0.8144	0.0539	0.8144	0.9024
No log	1.2857	36	0.8434	0.0857	0.8434	0.9184
No log	1.3571	38	0.8751	0.1140	0.8751	0.9354
No log	1.4286	40	0.8785	0.1354	0.8785	0.9373
No log	1.5	42	0.9210	0.1161	0.9210	0.9597
No log	1.5714	44	0.9259	0.0880	0.9259	0.9622
No log	1.6429	46	0.8624	0.2446	0.8624	0.9287
No log	1.7143	48	0.8130	0.2807	0.8130	0.9017
No log	1.7857	50	0.8060	0.2807	0.8060	0.8978
No log	1.8571	52	0.8240	0.2615	0.8240	0.9077
No log	1.9286	54	0.7821	0.2615	0.7821	0.8843
No log	2.0	56	0.7289	0.3268	0.7289	0.8538
No log	2.0714	58	0.6544	0.3740	0.6544	0.8090
No log	2.1429	60	0.6016	0.4139	0.6016	0.7756
No log	2.2143	62	0.5844	0.3898	0.5844	0.7644
No log	2.2857	64	0.5912	0.4255	0.5912	0.7689
No log	2.3571	66	0.6040	0.4207	0.6040	0.7772
No log	2.4286	68	0.6466	0.3985	0.6466	0.8041
No log	2.5	70	0.6594	0.3869	0.6594	0.8120
No log	2.5714	72	0.6759	0.3830	0.6759	0.8221
No log	2.6429	74	0.6481	0.4220	0.6481	0.8050
No log	2.7143	76	0.6069	0.4570	0.6069	0.7791
No log	2.7857	78	0.5906	0.4760	0.5906	0.7685
No log	2.8571	80	0.5900	0.4681	0.5900	0.7681
No log	2.9286	82	0.5884	0.4777	0.5884	0.7671
No log	3.0	84	0.5715	0.4393	0.5715	0.7560
No log	3.0714	86	0.5704	0.4172	0.5704	0.7553
No log	3.1429	88	0.5824	0.4674	0.5824	0.7632
No log	3.2143	90	0.5933	0.4957	0.5933	0.7703
No log	3.2857	92	0.5861	0.5123	0.5861	0.7656
No log	3.3571	94	0.5715	0.4497	0.5715	0.7560
No log	3.4286	96	0.5776	0.5	0.5776	0.7600
No log	3.5	98	0.6089	0.4821	0.6089	0.7803
No log	3.5714	100	0.6169	0.4847	0.6169	0.7854
No log	3.6429	102	0.6458	0.4912	0.6458	0.8036
No log	3.7143	104	0.6333	0.4614	0.6333	0.7958
No log	3.7857	106	0.5835	0.4946	0.5835	0.7638
No log	3.8571	108	0.5763	0.4928	0.5763	0.7592
No log	3.9286	110	0.5818	0.5121	0.5818	0.7627
No log	4.0	112	0.6159	0.4980	0.6159	0.7848
No log	4.0714	114	0.6574	0.4579	0.6574	0.8108
No log	4.1429	116	0.6330	0.4936	0.6330	0.7956
No log	4.2143	118	0.5933	0.5096	0.5933	0.7703
No log	4.2857	120	0.5707	0.4852	0.5707	0.7555
No log	4.3571	122	0.5617	0.4951	0.5617	0.7494
No log	4.4286	124	0.5676	0.4742	0.5676	0.7534
No log	4.5	126	0.6192	0.4947	0.6192	0.7869
No log	4.5714	128	0.6386	0.4689	0.6386	0.7991
No log	4.6429	130	0.5929	0.4629	0.5929	0.7700
No log	4.7143	132	0.5578	0.4746	0.5578	0.7468
No log	4.7857	134	0.5518	0.4651	0.5518	0.7429
No log	4.8571	136	0.5635	0.4940	0.5635	0.7506
No log	4.9286	138	0.5877	0.5052	0.5877	0.7666
No log	5.0	140	0.6103	0.5464	0.6103	0.7812
No log	5.0714	142	0.6340	0.5092	0.6340	0.7962
No log	5.1429	144	0.6660	0.5225	0.6660	0.8161
No log	5.2143	146	0.7839	0.4577	0.7839	0.8854
No log	5.2857	148	0.7724	0.4573	0.7724	0.8789
No log	5.3571	150	0.6649	0.5015	0.6649	0.8154
No log	5.4286	152	0.6435	0.5321	0.6435	0.8022
No log	5.5	154	0.6848	0.4592	0.6848	0.8275
No log	5.5714	156	0.7050	0.4269	0.7050	0.8396
No log	5.6429	158	0.6736	0.4291	0.6736	0.8208
No log	5.7143	160	0.6297	0.4963	0.6297	0.7935
No log	5.7857	162	0.6607	0.4820	0.6607	0.8129
No log	5.8571	164	0.6992	0.5405	0.6992	0.8362
No log	5.9286	166	0.6704	0.5205	0.6704	0.8188
No log	6.0	168	0.6235	0.4811	0.6235	0.7896
No log	6.0714	170	0.6196	0.4870	0.6196	0.7872
No log	6.1429	172	0.6300	0.5247	0.6300	0.7937
No log	6.2143	174	0.6488	0.5490	0.6488	0.8055
No log	6.2857	176	0.6566	0.5659	0.6566	0.8103
No log	6.3571	178	0.6569	0.5418	0.6569	0.8105
No log	6.4286	180	0.6927	0.5545	0.6927	0.8323
No log	6.5	182	0.7558	0.5131	0.7558	0.8693
No log	6.5714	184	0.7586	0.5368	0.7586	0.8710
No log	6.6429	186	0.7643	0.4964	0.7643	0.8742
No log	6.7143	188	0.7828	0.5203	0.7828	0.8848
No log	6.7857	190	0.7769	0.5280	0.7769	0.8814
No log	6.8571	192	0.7736	0.5	0.7736	0.8795
No log	6.9286	194	0.7838	0.5008	0.7838	0.8853
No log	7.0	196	0.7872	0.5390	0.7872	0.8873
No log	7.0714	198	0.7980	0.5108	0.7980	0.8933
No log	7.1429	200	0.7869	0.5174	0.7869	0.8871
No log	7.2143	202	0.7776	0.4982	0.7776	0.8818
No log	7.2857	204	0.7595	0.5192	0.7595	0.8715
No log	7.3571	206	0.7532	0.5134	0.7532	0.8679
No log	7.4286	208	0.7304	0.5305	0.7304	0.8546
No log	7.5	210	0.7218	0.5146	0.7218	0.8496
No log	7.5714	212	0.7349	0.5076	0.7349	0.8573
No log	7.6429	214	0.7842	0.5176	0.7842	0.8855
No log	7.7143	216	0.7835	0.5223	0.7835	0.8851
No log	7.7857	218	0.7582	0.4909	0.7582	0.8707
No log	7.8571	220	0.7631	0.5055	0.7631	0.8736
No log	7.9286	222	0.7676	0.5172	0.7676	0.8761
No log	8.0	224	0.7750	0.4887	0.7750	0.8804
No log	8.0714	226	0.7793	0.4770	0.7793	0.8828
No log	8.1429	228	0.7810	0.4669	0.7810	0.8838
No log	8.2143	230	0.7926	0.4889	0.7926	0.8903
No log	8.2857	232	0.7795	0.5102	0.7795	0.8829
No log	8.3571	234	0.7786	0.4544	0.7786	0.8824
No log	8.4286	236	0.7845	0.5188	0.7845	0.8857
No log	8.5	238	0.7942	0.5162	0.7942	0.8912
No log	8.5714	240	0.8089	0.4829	0.8089	0.8994
No log	8.6429	242	0.8310	0.4451	0.8310	0.9116
No log	8.7143	244	0.9155	0.5175	0.9155	0.9568
No log	8.7857	246	0.9573	0.4849	0.9573	0.9784
No log	8.8571	248	0.9364	0.5145	0.9364	0.9677
No log	8.9286	250	0.8785	0.5051	0.8785	0.9373
No log	9.0	252	0.8503	0.5	0.8503	0.9221
No log	9.0714	254	0.8627	0.5167	0.8627	0.9288
No log	9.1429	256	0.8569	0.5152	0.8569	0.9257
No log	9.2143	258	0.8634	0.4623	0.8634	0.9292
No log	9.2857	260	0.9637	0.5060	0.9637	0.9817
No log	9.3571	262	1.0285	0.4487	1.0285	1.0141
No log	9.4286	264	0.9622	0.4921	0.9622	0.9809
No log	9.5	266	0.8853	0.4538	0.8853	0.9409
No log	9.5714	268	0.8735	0.4655	0.8735	0.9346
No log	9.6429	270	0.8731	0.4827	0.8731	0.9344
No log	9.7143	272	0.8568	0.4686	0.8568	0.9256
No log	9.7857	274	0.8746	0.4753	0.8746	0.9352
No log	9.8571	276	0.9446	0.4842	0.9446	0.9719
No log	9.9286	278	0.9489	0.4713	0.9489	0.9741
No log	10.0	280	0.9101	0.4437	0.9101	0.9540
No log	10.0714	282	0.9085	0.4735	0.9085	0.9531
No log	10.1429	284	0.9271	0.4664	0.9271	0.9628
No log	10.2143	286	0.8963	0.4730	0.8963	0.9467
No log	10.2857	288	0.8766	0.4650	0.8766	0.9362
No log	10.3571	290	0.9466	0.4852	0.9466	0.9729
No log	10.4286	292	0.9626	0.4762	0.9626	0.9811
No log	10.5	294	0.8962	0.4375	0.8962	0.9467
No log	10.5714	296	0.8488	0.4472	0.8488	0.9213
No log	10.6429	298	0.8589	0.4597	0.8589	0.9268
No log	10.7143	300	0.8780	0.4513	0.8780	0.9370
No log	10.7857	302	0.8955	0.4569	0.8955	0.9463
No log	10.8571	304	0.9194	0.4515	0.9194	0.9589
No log	10.9286	306	0.9486	0.4524	0.9486	0.9739
No log	11.0	308	0.9724	0.4551	0.9724	0.9861
No log	11.0714	310	0.9355	0.4463	0.9355	0.9672
No log	11.1429	312	0.9276	0.4293	0.9276	0.9631
No log	11.2143	314	0.9352	0.4530	0.9352	0.9670
No log	11.2857	316	0.9218	0.4120	0.9218	0.9601
No log	11.3571	318	0.9354	0.4363	0.9354	0.9672
No log	11.4286	320	0.9483	0.4332	0.9483	0.9738
No log	11.5	322	0.9208	0.4283	0.9208	0.9596
No log	11.5714	324	0.8807	0.4420	0.8807	0.9385
No log	11.6429	326	0.8553	0.4662	0.8553	0.9248
No log	11.7143	328	0.8508	0.4696	0.8508	0.9224
No log	11.7857	330	0.8720	0.4765	0.8720	0.9338
No log	11.8571	332	0.8760	0.4696	0.8760	0.9359
No log	11.9286	334	0.8637	0.4627	0.8637	0.9294
No log	12.0	336	0.8580	0.4562	0.8580	0.9263
No log	12.0714	338	0.8486	0.4403	0.8486	0.9212
No log	12.1429	340	0.8424	0.4262	0.8424	0.9178
No log	12.2143	342	0.8614	0.4566	0.8614	0.9281
No log	12.2857	344	0.8974	0.4654	0.8974	0.9473
No log	12.3571	346	0.9136	0.4716	0.9136	0.9558
No log	12.4286	348	0.8619	0.4514	0.8619	0.9284
No log	12.5	350	0.8320	0.4437	0.8320	0.9122
No log	12.5714	352	0.8474	0.4509	0.8474	0.9206
No log	12.6429	354	0.8630	0.4403	0.8630	0.9290
No log	12.7143	356	0.8661	0.4334	0.8661	0.9307
No log	12.7857	358	0.8645	0.4161	0.8645	0.9298
No log	12.8571	360	0.8664	0.4643	0.8664	0.9308
No log	12.9286	362	0.8645	0.4556	0.8645	0.9298
No log	13.0	364	0.8718	0.4556	0.8718	0.9337
No log	13.0714	366	0.8794	0.4583	0.8794	0.9378
No log	13.1429	368	0.8710	0.4364	0.8710	0.9333
No log	13.2143	370	0.8639	0.4434	0.8639	0.9295
No log	13.2857	372	0.8782	0.4417	0.8782	0.9371
No log	13.3571	374	0.8624	0.4400	0.8624	0.9287
No log	13.4286	376	0.8477	0.4593	0.8477	0.9207
No log	13.5	378	0.8483	0.4636	0.8483	0.9210
No log	13.5714	380	0.8623	0.4636	0.8623	0.9286
No log	13.6429	382	0.8658	0.4703	0.8658	0.9305
No log	13.7143	384	0.8472	0.4722	0.8472	0.9204
No log	13.7857	386	0.8306	0.4971	0.8306	0.9114
No log	13.8571	388	0.7990	0.4670	0.7990	0.8938
No log	13.9286	390	0.7788	0.4741	0.7788	0.8825
No log	14.0	392	0.7869	0.4530	0.7869	0.8871
No log	14.0714	394	0.7984	0.4457	0.7984	0.8936
No log	14.1429	396	0.8077	0.4403	0.8077	0.8987
No log	14.2143	398	0.8211	0.4541	0.8211	0.9062
No log	14.2857	400	0.8273	0.4384	0.8273	0.9096
No log	14.3571	402	0.8396	0.4332	0.8396	0.9163
No log	14.4286	404	0.8505	0.4141	0.8505	0.9222
No log	14.5	406	0.8579	0.4434	0.8579	0.9262
No log	14.5714	408	0.8843	0.4596	0.8843	0.9404
No log	14.6429	410	0.8712	0.4453	0.8712	0.9334
No log	14.7143	412	0.8494	0.4477	0.8494	0.9216
No log	14.7857	414	0.8452	0.4379	0.8452	0.9193
No log	14.8571	416	0.8205	0.4818	0.8205	0.9058
No log	14.9286	418	0.8173	0.4737	0.8173	0.9040
No log	15.0	420	0.8466	0.4790	0.8466	0.9201
No log	15.0714	422	0.8237	0.4752	0.8237	0.9076
No log	15.1429	424	0.7891	0.4715	0.7891	0.8883
No log	15.2143	426	0.8156	0.5	0.8156	0.9031
No log	15.2857	428	0.8712	0.4937	0.8712	0.9334
No log	15.3571	430	0.8704	0.4957	0.8704	0.9329
No log	15.4286	432	0.8505	0.4987	0.8505	0.9222
No log	15.5	434	0.8679	0.5077	0.8679	0.9316
No log	15.5714	436	0.8811	0.5064	0.8811	0.9386
No log	15.6429	438	0.8775	0.4876	0.8775	0.9367
No log	15.7143	440	0.8881	0.4532	0.8881	0.9424
No log	15.7857	442	0.8815	0.4794	0.8815	0.9389
No log	15.8571	444	0.8752	0.5	0.8752	0.9355
No log	15.9286	446	0.8749	0.4876	0.8749	0.9354
No log	16.0	448	0.8567	0.4778	0.8567	0.9256
No log	16.0714	450	0.8667	0.4527	0.8667	0.9310
No log	16.1429	452	0.9057	0.4543	0.9057	0.9517
No log	16.2143	454	0.8632	0.4574	0.8632	0.9291
No log	16.2857	456	0.8119	0.4611	0.8119	0.9010
No log	16.3571	458	0.8027	0.4928	0.8027	0.8959
No log	16.4286	460	0.8042	0.4924	0.8042	0.8968
No log	16.5	462	0.8054	0.4981	0.8054	0.8974
No log	16.5714	464	0.8282	0.4464	0.8282	0.9100
No log	16.6429	466	0.8484	0.4323	0.8484	0.9211
No log	16.7143	468	0.8343	0.4512	0.8343	0.9134
No log	16.7857	470	0.8198	0.4727	0.8198	0.9054
No log	16.8571	472	0.8116	0.4883	0.8116	0.9009
No log	16.9286	474	0.8033	0.4819	0.8033	0.8962
No log	17.0	476	0.8044	0.4632	0.8044	0.8969
No log	17.0714	478	0.8184	0.5040	0.8184	0.9047
No log	17.1429	480	0.8295	0.5102	0.8295	0.9108
No log	17.2143	482	0.8166	0.4713	0.8166	0.9037
No log	17.2857	484	0.8266	0.4559	0.8266	0.9092
No log	17.3571	486	0.8486	0.4744	0.8486	0.9212
No log	17.4286	488	0.8515	0.4960	0.8515	0.9228
No log	17.5	490	0.8461	0.4979	0.8461	0.9198
No log	17.5714	492	0.8424	0.4509	0.8424	0.9178
No log	17.6429	494	0.8360	0.4509	0.8360	0.9143
No log	17.7143	496	0.8254	0.4970	0.8254	0.9085
No log	17.7857	498	0.8069	0.4715	0.8069	0.8983
0.5621	17.8571	500	0.7970	0.4715	0.7970	0.8928
0.5621	17.9286	502	0.8051	0.4887	0.8051	0.8973
0.5621	18.0	504	0.8053	0.4854	0.8053	0.8974
0.5621	18.0714	506	0.7941	0.4880	0.7941	0.8911
0.5621	18.1429	508	0.7994	0.4623	0.7994	0.8941
0.5621	18.2143	510	0.8005	0.4642	0.8005	0.8947
0.5621	18.2857	512	0.8100	0.4989	0.8100	0.9000
0.5621	18.3571	514	0.8034	0.4799	0.8034	0.8963
0.5621	18.4286	516	0.7947	0.4656	0.7947	0.8915
0.5621	18.5	518	0.8255	0.4915	0.8255	0.9086
0.5621	18.5714	520	0.8858	0.4754	0.8858	0.9412
0.5621	18.6429	522	0.8753	0.4784	0.8753	0.9356
0.5621	18.7143	524	0.8486	0.4541	0.8486	0.9212
0.5621	18.7857	526	0.8325	0.4580	0.8325	0.9124
0.5621	18.8571	528	0.8620	0.5147	0.8620	0.9284
0.5621	18.9286	530	0.9041	0.4634	0.9041	0.9508
0.5621	19.0	532	0.8895	0.4530	0.8895	0.9431
0.5621	19.0714	534	0.8538	0.4790	0.8538	0.9240
0.5621	19.1429	536	0.8681	0.4661	0.8681	0.9317
0.5621	19.2143	538	0.9017	0.4655	0.9017	0.9496
0.5621	19.2857	540	0.9140	0.4711	0.9140	0.9561
0.5621	19.3571	542	0.8883	0.4703	0.8883	0.9425
0.5621	19.4286	544	0.8746	0.4527	0.8746	0.9352

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k11_task2_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k11_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k11_task2_organization