Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.04	2	4.1136	-0.0102	4.1136	2.0282
No log	0.08	4	2.0571	0.0483	2.0571	1.4343
No log	0.12	6	1.1868	0.0612	1.1868	1.0894
No log	0.16	8	1.2531	0.0019	1.2531	1.1194
No log	0.2	10	0.8590	-0.0097	0.8590	0.9268
No log	0.24	12	0.7805	0.1344	0.7805	0.8834
No log	0.28	14	0.7919	0.1241	0.7919	0.8899
No log	0.32	16	0.9021	0.0114	0.9021	0.9498
No log	0.36	18	1.0003	-0.0802	1.0003	1.0001
No log	0.4	20	0.9570	0.0177	0.9570	0.9783
No log	0.44	22	1.1145	0.0044	1.1145	1.0557
No log	0.48	24	0.8717	0.1506	0.8717	0.9337
No log	0.52	26	0.7363	0.2532	0.7363	0.8581
No log	0.56	28	0.7059	0.2456	0.7059	0.8402
No log	0.6	30	1.0113	0.1064	1.0113	1.0056
No log	0.64	32	1.6774	0.0724	1.6774	1.2952
No log	0.68	34	1.5700	0.0831	1.5700	1.2530
No log	0.72	36	1.0586	0.1166	1.0586	1.0289
No log	0.76	38	0.6923	0.3067	0.6923	0.8320
No log	0.8	40	0.6907	0.2333	0.6907	0.8311
No log	0.84	42	0.7418	0.1618	0.7418	0.8613
No log	0.88	44	0.7593	0.0499	0.7593	0.8714
No log	0.92	46	0.7823	0.0342	0.7823	0.8845
No log	0.96	48	0.9050	0.0318	0.9050	0.9513
No log	1.0	50	1.0137	0.0825	1.0137	1.0068
No log	1.04	52	0.9821	0.1071	0.9821	0.9910
No log	1.08	54	0.8485	0.1057	0.8485	0.9211
No log	1.12	56	0.7162	0.4027	0.7162	0.8463
No log	1.16	58	0.6287	0.3420	0.6287	0.7929
No log	1.2	60	0.6046	0.3211	0.6046	0.7776
No log	1.24	62	0.6029	0.3139	0.6029	0.7764
No log	1.28	64	0.6409	0.4079	0.6409	0.8005
No log	1.32	66	0.9597	0.3523	0.9597	0.9796
No log	1.3600	68	1.0585	0.3138	1.0585	1.0289
No log	1.4	70	0.9823	0.3514	0.9823	0.9911
No log	1.44	72	0.9908	0.36	0.9908	0.9954
No log	1.48	74	0.8225	0.4091	0.8225	0.9069
No log	1.52	76	0.7517	0.4276	0.7517	0.8670
No log	1.56	78	0.7912	0.4622	0.7912	0.8895
No log	1.6	80	0.7030	0.4338	0.7030	0.8385
No log	1.6400	82	0.6370	0.3606	0.6370	0.7982
No log	1.6800	84	0.6805	0.3687	0.6805	0.8249
No log	1.72	86	0.6874	0.4648	0.6874	0.8291
No log	1.76	88	0.7755	0.4447	0.7755	0.8806
No log	1.8	90	0.9274	0.4588	0.9274	0.9630
No log	1.8400	92	0.8696	0.4659	0.8696	0.9325
No log	1.88	94	0.8382	0.4134	0.8382	0.9155
No log	1.92	96	0.9286	0.3319	0.9286	0.9636
No log	1.96	98	0.8293	0.4176	0.8293	0.9107
No log	2.0	100	0.9324	0.4545	0.9324	0.9656
No log	2.04	102	1.3483	0.3686	1.3483	1.1612
No log	2.08	104	1.3623	0.3376	1.3623	1.1672
No log	2.12	106	1.0026	0.4330	1.0026	1.0013
No log	2.16	108	0.7517	0.4770	0.7517	0.8670
No log	2.2	110	0.8164	0.4466	0.8164	0.9036
No log	2.24	112	0.8039	0.4243	0.8039	0.8966
No log	2.2800	114	0.6847	0.3984	0.6847	0.8274
No log	2.32	116	0.7194	0.3654	0.7194	0.8482
No log	2.36	118	0.9330	0.3629	0.9330	0.9659
No log	2.4	120	1.0707	0.3209	1.0707	1.0348
No log	2.44	122	0.9098	0.3964	0.9098	0.9538
No log	2.48	124	0.7158	0.3960	0.7158	0.8460
No log	2.52	126	0.6813	0.4277	0.6813	0.8254
No log	2.56	128	0.7077	0.4383	0.7077	0.8413
No log	2.6	130	0.7863	0.4400	0.7863	0.8867
No log	2.64	132	0.9477	0.4402	0.9477	0.9735
No log	2.68	134	0.9741	0.4680	0.9741	0.9870
No log	2.7200	136	0.9090	0.4822	0.9090	0.9534
No log	2.76	138	0.8444	0.4504	0.8444	0.9189
No log	2.8	140	0.8286	0.4751	0.8286	0.9103
No log	2.84	142	0.8412	0.5082	0.8412	0.9172
No log	2.88	144	0.8794	0.4979	0.8794	0.9378
No log	2.92	146	0.8752	0.4992	0.8752	0.9355
No log	2.96	148	0.8343	0.4647	0.8343	0.9134
No log	3.0	150	0.8502	0.4153	0.8502	0.9221
No log	3.04	152	0.8632	0.4672	0.8632	0.9291
No log	3.08	154	0.9915	0.4852	0.9915	0.9958
No log	3.12	156	1.0584	0.4696	1.0584	1.0288
No log	3.16	158	1.0443	0.4763	1.0443	1.0219
No log	3.2	160	1.0321	0.4807	1.0321	1.0159
No log	3.24	162	1.0230	0.4550	1.0230	1.0114
No log	3.2800	164	1.0421	0.4426	1.0421	1.0208
No log	3.32	166	0.9886	0.4464	0.9886	0.9943
No log	3.36	168	0.9690	0.4532	0.9690	0.9844
No log	3.4	170	0.9302	0.4541	0.9302	0.9645
No log	3.44	172	0.9320	0.4524	0.9320	0.9654
No log	3.48	174	0.8905	0.4490	0.8905	0.9436
No log	3.52	176	0.8474	0.4590	0.8474	0.9205
No log	3.56	178	0.8292	0.4517	0.8292	0.9106
No log	3.6	180	0.8061	0.4443	0.8061	0.8978
No log	3.64	182	0.7593	0.5065	0.7593	0.8714
No log	3.68	184	0.7716	0.5	0.7716	0.8784
No log	3.7200	186	0.8021	0.4918	0.8021	0.8956
No log	3.76	188	0.8158	0.4918	0.8158	0.9032
No log	3.8	190	0.8459	0.4839	0.8459	0.9197
No log	3.84	192	0.8360	0.4667	0.8360	0.9143
No log	3.88	194	0.8139	0.4971	0.8139	0.9022
No log	3.92	196	0.7963	0.4736	0.7963	0.8923
No log	3.96	198	0.7974	0.4654	0.7974	0.8930
No log	4.0	200	0.7852	0.4714	0.7852	0.8861
No log	4.04	202	0.7718	0.5155	0.7718	0.8785
No log	4.08	204	0.9477	0.4681	0.9477	0.9735
No log	4.12	206	1.1346	0.3725	1.1346	1.0652
No log	4.16	208	1.0858	0.3816	1.0858	1.0420
No log	4.2	210	0.8894	0.4973	0.8894	0.9431
No log	4.24	212	0.7512	0.5133	0.7512	0.8667
No log	4.28	214	0.7691	0.5098	0.7691	0.8770
No log	4.32	216	0.7582	0.5025	0.7582	0.8707
No log	4.36	218	0.7154	0.5192	0.7154	0.8458
No log	4.4	220	0.7719	0.4628	0.7719	0.8786
No log	4.44	222	0.8730	0.5232	0.8730	0.9343
No log	4.48	224	0.9037	0.5114	0.9037	0.9507
No log	4.52	226	0.8328	0.4933	0.8328	0.9126
No log	4.5600	228	0.7881	0.5039	0.7881	0.8877
No log	4.6	230	0.7812	0.5024	0.7812	0.8839
No log	4.64	232	0.7984	0.4918	0.7984	0.8935
No log	4.68	234	0.8056	0.4918	0.8056	0.8976
No log	4.72	236	0.8501	0.4728	0.8501	0.9220
No log	4.76	238	0.8802	0.4736	0.8802	0.9382
No log	4.8	240	0.8932	0.4575	0.8932	0.9451
No log	4.84	242	0.8313	0.4713	0.8313	0.9117
No log	4.88	244	0.7811	0.4767	0.7811	0.8838
No log	4.92	246	0.7724	0.4767	0.7724	0.8789
No log	4.96	248	0.7536	0.4687	0.7536	0.8681
No log	5.0	250	0.7223	0.4736	0.7223	0.8499
No log	5.04	252	0.7226	0.5068	0.7226	0.8501
No log	5.08	254	0.7445	0.4980	0.7445	0.8629
No log	5.12	256	0.7627	0.5061	0.7627	0.8733
No log	5.16	258	0.7788	0.4836	0.7788	0.8825
No log	5.2	260	0.8279	0.4981	0.8279	0.9099
No log	5.24	262	0.8459	0.4898	0.8459	0.9198
No log	5.28	264	0.8476	0.4786	0.8476	0.9207
No log	5.32	266	0.8738	0.4646	0.8738	0.9348
No log	5.36	268	0.8700	0.4974	0.8700	0.9327
No log	5.4	270	0.8358	0.4849	0.8358	0.9142
No log	5.44	272	0.8308	0.4778	0.8308	0.9115
No log	5.48	274	0.8456	0.4650	0.8456	0.9196
No log	5.52	276	0.8734	0.4968	0.8734	0.9346
No log	5.5600	278	0.9065	0.4956	0.9065	0.9521
No log	5.6	280	0.8688	0.4878	0.8688	0.9321
No log	5.64	282	0.8109	0.5190	0.8109	0.9005
No log	5.68	284	0.7983	0.4767	0.7983	0.8935
No log	5.72	286	0.7725	0.5181	0.7725	0.8789
No log	5.76	288	0.7453	0.5129	0.7453	0.8633
No log	5.8	290	0.7703	0.4709	0.7703	0.8777
No log	5.84	292	0.7940	0.4521	0.7940	0.8910
No log	5.88	294	0.7925	0.4665	0.7925	0.8902
No log	5.92	296	0.7845	0.4972	0.7845	0.8857
No log	5.96	298	0.8018	0.4856	0.8018	0.8954
No log	6.0	300	0.8221	0.4778	0.8221	0.9067
No log	6.04	302	0.8338	0.4840	0.8338	0.9131
No log	6.08	304	0.8783	0.4131	0.8783	0.9372
No log	6.12	306	0.9695	0.4806	0.9695	0.9846
No log	6.16	308	1.0525	0.4687	1.0525	1.0259
No log	6.2	310	1.0627	0.4750	1.0627	1.0309
No log	6.24	312	1.0183	0.4687	1.0183	1.0091
No log	6.28	314	0.9287	0.4667	0.9287	0.9637
No log	6.32	316	0.8527	0.4430	0.8527	0.9234
No log	6.36	318	0.8130	0.4778	0.8130	0.9016
No log	6.4	320	0.7843	0.4878	0.7843	0.8856
No log	6.44	322	0.7482	0.5035	0.7482	0.8650
No log	6.48	324	0.7341	0.4659	0.7341	0.8568
No log	6.52	326	0.7389	0.4495	0.7389	0.8596
No log	6.5600	328	0.7343	0.4438	0.7343	0.8569
No log	6.6	330	0.7332	0.4418	0.7332	0.8563
No log	6.64	332	0.7407	0.4422	0.7407	0.8606
No log	6.68	334	0.7432	0.4830	0.7432	0.8621
No log	6.72	336	0.7540	0.5173	0.7540	0.8683
No log	6.76	338	0.7645	0.5123	0.7645	0.8743
No log	6.8	340	0.7720	0.5011	0.7720	0.8786
No log	6.84	342	0.8029	0.4779	0.8029	0.8961
No log	6.88	344	0.8439	0.4841	0.8439	0.9187
No log	6.92	346	0.8433	0.4841	0.8433	0.9183
No log	6.96	348	0.8041	0.4736	0.8041	0.8967
No log	7.0	350	0.7592	0.5067	0.7592	0.8713
No log	7.04	352	0.7516	0.5235	0.7516	0.8670
No log	7.08	354	0.7435	0.5235	0.7435	0.8622
No log	7.12	356	0.7410	0.5235	0.7410	0.8608
No log	7.16	358	0.7379	0.5003	0.7379	0.8590
No log	7.2	360	0.7316	0.5132	0.7316	0.8553
No log	7.24	362	0.7241	0.5132	0.7241	0.8510
No log	7.28	364	0.7137	0.4982	0.7137	0.8448
No log	7.32	366	0.7140	0.4982	0.7140	0.8450
No log	7.36	368	0.7086	0.4989	0.7086	0.8418
No log	7.4	370	0.7094	0.4986	0.7094	0.8423
No log	7.44	372	0.7205	0.5390	0.7205	0.8488
No log	7.48	374	0.7352	0.5153	0.7352	0.8574
No log	7.52	376	0.7594	0.5148	0.7594	0.8714
No log	7.5600	378	0.8137	0.4956	0.8137	0.9020
No log	7.6	380	0.8686	0.4915	0.8686	0.9320
No log	7.64	382	0.8968	0.4789	0.8968	0.9470
No log	7.68	384	0.8966	0.4789	0.8966	0.9469
No log	7.72	386	0.8669	0.4890	0.8669	0.9311
No log	7.76	388	0.8191	0.4950	0.8191	0.9050
No log	7.8	390	0.7869	0.5062	0.7869	0.8871
No log	7.84	392	0.7739	0.5206	0.7739	0.8797
No log	7.88	394	0.7737	0.5239	0.7737	0.8796
No log	7.92	396	0.7757	0.5097	0.7757	0.8807
No log	7.96	398	0.7729	0.5153	0.7729	0.8792
No log	8.0	400	0.7704	0.5110	0.7704	0.8777
No log	8.04	402	0.7743	0.5138	0.7743	0.8800
No log	8.08	404	0.7824	0.4947	0.7824	0.8845
No log	8.12	406	0.7848	0.5095	0.7848	0.8859
No log	8.16	408	0.7745	0.5104	0.7745	0.8800
No log	8.2	410	0.7621	0.5113	0.7621	0.8730
No log	8.24	412	0.7445	0.5100	0.7445	0.8628
No log	8.28	414	0.7376	0.5091	0.7376	0.8588
No log	8.32	416	0.7291	0.4997	0.7291	0.8538
No log	8.36	418	0.7198	0.5074	0.7198	0.8484
No log	8.4	420	0.7244	0.5410	0.7244	0.8511
No log	8.44	422	0.7333	0.5273	0.7333	0.8563
No log	8.48	424	0.7374	0.5355	0.7374	0.8587
No log	8.52	426	0.7454	0.5180	0.7454	0.8634
No log	8.56	428	0.7596	0.5050	0.7596	0.8715
No log	8.6	430	0.7832	0.5181	0.7832	0.8850
No log	8.64	432	0.7936	0.5259	0.7936	0.8908
No log	8.68	434	0.7911	0.5357	0.7911	0.8894
No log	8.72	436	0.7880	0.5213	0.7880	0.8877
No log	8.76	438	0.7892	0.5213	0.7892	0.8884
No log	8.8	440	0.7875	0.5213	0.7875	0.8874
No log	8.84	442	0.7915	0.5194	0.7915	0.8897
No log	8.88	444	0.7922	0.5194	0.7922	0.8901
No log	8.92	446	0.7872	0.5123	0.7872	0.8872
No log	8.96	448	0.7839	0.5123	0.7839	0.8854
No log	9.0	450	0.7833	0.5071	0.7833	0.8851
No log	9.04	452	0.7897	0.5213	0.7897	0.8886
No log	9.08	454	0.7989	0.5191	0.7989	0.8938
No log	9.12	456	0.7979	0.5191	0.7979	0.8933
No log	9.16	458	0.7898	0.5171	0.7898	0.8887
No log	9.2	460	0.7878	0.5171	0.7878	0.8876
No log	9.24	462	0.7899	0.5162	0.7899	0.8888
No log	9.28	464	0.7901	0.5213	0.7901	0.8889
No log	9.32	466	0.7954	0.5203	0.7954	0.8918
No log	9.36	468	0.7999	0.5152	0.7999	0.8944
No log	9.4	470	0.8045	0.5152	0.8045	0.8969
No log	9.44	472	0.8082	0.5162	0.8082	0.8990
No log	9.48	474	0.8118	0.5171	0.8118	0.9010
No log	9.52	476	0.8157	0.5171	0.8157	0.9032
No log	9.56	478	0.8173	0.5171	0.8173	0.9040
No log	9.6	480	0.8145	0.5171	0.8145	0.9025
No log	9.64	482	0.8090	0.5171	0.8090	0.8995
No log	9.68	484	0.8037	0.5171	0.8037	0.8965
No log	9.72	486	0.8031	0.5171	0.8031	0.8962
No log	9.76	488	0.8040	0.5171	0.8040	0.8967
No log	9.8	490	0.8046	0.5171	0.8046	0.8970
No log	9.84	492	0.8043	0.5171	0.8043	0.8968
No log	9.88	494	0.8049	0.5171	0.8049	0.8972
No log	9.92	496	0.8061	0.5171	0.8061	0.8978
No log	9.96	498	0.8067	0.5181	0.8067	0.8982
0.4707	10.0	500	0.8071	0.5181	0.8071	0.8984

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k11_task2_organization

ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k11_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k11_task2_organization