Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0317	2	3.9696	-0.0169	3.9696	1.9924
No log	0.0635	4	2.1470	0.0321	2.1470	1.4653
No log	0.0952	6	1.3607	0.0659	1.3607	1.1665
No log	0.1270	8	1.4307	-0.0286	1.4307	1.1961
No log	0.1587	10	1.4630	0.0461	1.4630	1.2095
No log	0.1905	12	0.8174	0.0458	0.8174	0.9041
No log	0.2222	14	0.7556	0.1129	0.7556	0.8692
No log	0.2540	16	0.7352	0.1456	0.7352	0.8574
No log	0.2857	18	0.7322	0.1469	0.7322	0.8557
No log	0.3175	20	0.7557	0.1169	0.7557	0.8693
No log	0.3492	22	0.9441	0.0250	0.9441	0.9716
No log	0.3810	24	0.9960	0.0296	0.9960	0.9980
No log	0.4127	26	0.9946	0.0296	0.9946	0.9973
No log	0.4444	28	0.9684	0.0296	0.9684	0.9841
No log	0.4762	30	0.8189	0.0207	0.8189	0.9049
No log	0.5079	32	0.7559	0.1827	0.7559	0.8694
No log	0.5397	34	0.7374	0.1800	0.7374	0.8587
No log	0.5714	36	0.7999	0.0950	0.7999	0.8943
No log	0.6032	38	1.2550	-0.0111	1.2550	1.1203
No log	0.6349	40	0.9896	-0.0280	0.9896	0.9948
No log	0.6667	42	0.7249	0.2205	0.7249	0.8514
No log	0.6984	44	0.7049	0.2683	0.7049	0.8396
No log	0.7302	46	0.6933	0.3120	0.6933	0.8326
No log	0.7619	48	0.7124	0.1575	0.7124	0.8440
No log	0.7937	50	0.6649	0.2688	0.6649	0.8154
No log	0.8254	52	0.6583	0.2422	0.6583	0.8114
No log	0.8571	54	0.6375	0.2556	0.6375	0.7984
No log	0.8889	56	0.6276	0.3321	0.6276	0.7922
No log	0.9206	58	0.6068	0.3423	0.6068	0.7790
No log	0.9524	60	0.5919	0.3113	0.5919	0.7694
No log	0.9841	62	0.5837	0.2989	0.5837	0.7640
No log	1.0159	64	0.6154	0.3312	0.6154	0.7845
No log	1.0476	66	0.7053	0.4022	0.7053	0.8398
No log	1.0794	68	0.6165	0.4004	0.6165	0.7852
No log	1.1111	70	0.5996	0.2774	0.5996	0.7743
No log	1.1429	72	0.6330	0.3381	0.6330	0.7956
No log	1.1746	74	0.6407	0.3112	0.6407	0.8004
No log	1.2063	76	0.6460	0.3045	0.6460	0.8038
No log	1.2381	78	0.6888	0.3088	0.6888	0.8299
No log	1.2698	80	0.7819	0.3590	0.7819	0.8842
No log	1.3016	82	0.7676	0.3324	0.7676	0.8761
No log	1.3333	84	0.7325	0.3924	0.7325	0.8559
No log	1.3651	86	0.7308	0.3572	0.7308	0.8548
No log	1.3968	88	0.7334	0.3134	0.7334	0.8564
No log	1.4286	90	0.7838	0.3095	0.7838	0.8853
No log	1.4603	92	0.7314	0.3251	0.7314	0.8552
No log	1.4921	94	0.7504	0.3518	0.7504	0.8662
No log	1.5238	96	1.0251	0.3063	1.0251	1.0125
No log	1.5556	98	0.8779	0.3566	0.8779	0.9370
No log	1.5873	100	0.6381	0.4091	0.6381	0.7988
No log	1.6190	102	0.7640	0.3448	0.7640	0.8741
No log	1.6508	104	0.7431	0.3377	0.7431	0.8620
No log	1.6825	106	0.6236	0.4014	0.6236	0.7897
No log	1.7143	108	0.6386	0.3489	0.6386	0.7991
No log	1.7460	110	0.6175	0.4381	0.6175	0.7858
No log	1.7778	112	0.7557	0.3174	0.7557	0.8693
No log	1.8095	114	0.8232	0.2527	0.8232	0.9073
No log	1.8413	116	0.7592	0.3290	0.7592	0.8713
No log	1.8730	118	0.6584	0.4178	0.6584	0.8114
No log	1.9048	120	0.7181	0.4085	0.7181	0.8474
No log	1.9365	122	0.7206	0.4902	0.7206	0.8489
No log	1.9683	124	0.7343	0.5123	0.7343	0.8569
No log	2.0	126	0.7370	0.5145	0.7370	0.8585
No log	2.0317	128	0.7125	0.4789	0.7125	0.8441
No log	2.0635	130	0.6699	0.5235	0.6699	0.8185
No log	2.0952	132	0.7198	0.4534	0.7198	0.8484
No log	2.1270	134	0.8382	0.4555	0.8382	0.9155
No log	2.1587	136	0.9101	0.4894	0.9101	0.9540
No log	2.1905	138	0.8548	0.5071	0.8548	0.9246
No log	2.2222	140	0.7059	0.4671	0.7059	0.8402
No log	2.2540	142	0.7127	0.5907	0.7127	0.8442
No log	2.2857	144	0.7243	0.5659	0.7243	0.8511
No log	2.3175	146	0.7289	0.5186	0.7289	0.8538
No log	2.3492	148	0.6640	0.5397	0.6640	0.8149
No log	2.3810	150	0.6251	0.5330	0.6251	0.7906
No log	2.4127	152	0.6081	0.4686	0.6081	0.7798
No log	2.4444	154	0.5969	0.4676	0.5969	0.7726
No log	2.4762	156	0.6013	0.4208	0.6013	0.7754
No log	2.5079	158	0.6112	0.4696	0.6112	0.7818
No log	2.5397	160	0.6463	0.5293	0.6463	0.8039
No log	2.5714	162	0.7238	0.5084	0.7238	0.8508
No log	2.6032	164	0.7180	0.5652	0.7180	0.8473
No log	2.6349	166	0.7357	0.5552	0.7357	0.8577
No log	2.6667	168	0.7373	0.5415	0.7373	0.8587
No log	2.6984	170	0.7103	0.5281	0.7103	0.8428
No log	2.7302	172	0.6762	0.5658	0.6762	0.8223
No log	2.7619	174	0.6672	0.5816	0.6672	0.8168
No log	2.7937	176	0.6425	0.5394	0.6425	0.8015
No log	2.8254	178	0.6637	0.5145	0.6637	0.8147
No log	2.8571	180	0.6631	0.5307	0.6631	0.8143
No log	2.8889	182	0.6448	0.5424	0.6448	0.8030
No log	2.9206	184	0.6116	0.5456	0.6116	0.7821
No log	2.9524	186	0.6195	0.5472	0.6195	0.7871
No log	2.9841	188	0.6632	0.5883	0.6632	0.8144
No log	3.0159	190	0.6698	0.5821	0.6698	0.8184
No log	3.0476	192	0.6905	0.5125	0.6905	0.8310
No log	3.0794	194	0.7322	0.4995	0.7322	0.8557
No log	3.1111	196	0.6837	0.5239	0.6837	0.8269
No log	3.1429	198	0.7175	0.5847	0.7175	0.8471
No log	3.1746	200	0.6951	0.5817	0.6951	0.8337
No log	3.2063	202	0.6789	0.5256	0.6789	0.8240
No log	3.2381	204	0.7156	0.5183	0.7156	0.8459
No log	3.2698	206	0.6724	0.5333	0.6724	0.8200
No log	3.3016	208	0.6746	0.5574	0.6746	0.8213
No log	3.3333	210	0.6861	0.5923	0.6861	0.8283
No log	3.3651	212	0.6430	0.5653	0.6430	0.8019
No log	3.3968	214	0.6295	0.5452	0.6295	0.7934
No log	3.4286	216	0.6293	0.5330	0.6293	0.7933
No log	3.4603	218	0.6062	0.5871	0.6062	0.7786
No log	3.4921	220	0.6137	0.5890	0.6137	0.7834
No log	3.5238	222	0.6453	0.5369	0.6453	0.8033
No log	3.5556	224	0.5854	0.5722	0.5854	0.7651
No log	3.5873	226	0.5184	0.5437	0.5184	0.7200
No log	3.6190	228	0.5717	0.4942	0.5717	0.7561
No log	3.6508	230	0.6417	0.4809	0.6417	0.8011
No log	3.6825	232	0.6345	0.4917	0.6345	0.7966
No log	3.7143	234	0.5963	0.5848	0.5963	0.7722
No log	3.7460	236	0.6694	0.5298	0.6694	0.8182
No log	3.7778	238	0.7463	0.4762	0.7463	0.8639
No log	3.8095	240	0.7145	0.4914	0.7145	0.8453
No log	3.8413	242	0.6731	0.4994	0.6731	0.8204
No log	3.8730	244	0.7314	0.5074	0.7314	0.8552
No log	3.9048	246	0.8731	0.4448	0.8731	0.9344
No log	3.9365	248	0.8775	0.4346	0.8775	0.9368
No log	3.9683	250	0.8752	0.4362	0.8752	0.9355
No log	4.0	252	0.7600	0.5171	0.7600	0.8718
No log	4.0317	254	0.7364	0.5195	0.7364	0.8581
No log	4.0635	256	0.7973	0.4885	0.7973	0.8929
No log	4.0952	258	0.8113	0.4908	0.8113	0.9007
No log	4.1270	260	0.7434	0.5327	0.7434	0.8622
No log	4.1587	262	0.6651	0.5316	0.6651	0.8155
No log	4.1905	264	0.7159	0.4461	0.7159	0.8461
No log	4.2222	266	0.8340	0.4696	0.8340	0.9133
No log	4.2540	268	0.8342	0.4622	0.8342	0.9133
No log	4.2857	270	0.7111	0.4754	0.7111	0.8433
No log	4.3175	272	0.6159	0.5302	0.6159	0.7848
No log	4.3492	274	0.6880	0.5234	0.6880	0.8295
No log	4.3810	276	0.7993	0.5070	0.7993	0.8941
No log	4.4127	278	0.7973	0.5162	0.7973	0.8929
No log	4.4444	280	0.7163	0.5211	0.7163	0.8464
No log	4.4762	282	0.6339	0.5326	0.6339	0.7962
No log	4.5079	284	0.6035	0.5451	0.6035	0.7768
No log	4.5397	286	0.5805	0.5532	0.5805	0.7619
No log	4.5714	288	0.5688	0.5730	0.5688	0.7542
No log	4.6032	290	0.5636	0.5800	0.5636	0.7507
No log	4.6349	292	0.5580	0.5218	0.5580	0.7470
No log	4.6667	294	0.5585	0.5325	0.5585	0.7473
No log	4.6984	296	0.5758	0.5499	0.5758	0.7588
No log	4.7302	298	0.6267	0.5851	0.6267	0.7916
No log	4.7619	300	0.6773	0.5481	0.6773	0.8230
No log	4.7937	302	0.6879	0.5481	0.6879	0.8294
No log	4.8254	304	0.6874	0.5362	0.6874	0.8291
No log	4.8571	306	0.6441	0.6074	0.6441	0.8026
No log	4.8889	308	0.6125	0.5843	0.6125	0.7826
No log	4.9206	310	0.5956	0.5828	0.5956	0.7718
No log	4.9524	312	0.5931	0.5993	0.5931	0.7701
No log	4.9841	314	0.6217	0.5989	0.6217	0.7885
No log	5.0159	316	0.6070	0.5808	0.6070	0.7791
No log	5.0476	318	0.5764	0.6014	0.5764	0.7592
No log	5.0794	320	0.5670	0.5890	0.5670	0.7530
No log	5.1111	322	0.5709	0.5275	0.5709	0.7556
No log	5.1429	324	0.5722	0.5374	0.5722	0.7564
No log	5.1746	326	0.5794	0.5539	0.5794	0.7612
No log	5.2063	328	0.5826	0.5297	0.5826	0.7633
No log	5.2381	330	0.6162	0.6183	0.6162	0.7850
No log	5.2698	332	0.6554	0.6180	0.6554	0.8096
No log	5.3016	334	0.7679	0.5198	0.7679	0.8763
No log	5.3333	336	0.8334	0.4912	0.8334	0.9129
No log	5.3651	338	0.7735	0.5247	0.7735	0.8795
No log	5.3968	340	0.6549	0.5572	0.6549	0.8093
No log	5.4286	342	0.5905	0.6306	0.5905	0.7685
No log	5.4603	344	0.5780	0.5689	0.5780	0.7603
No log	5.4921	346	0.5752	0.6058	0.5752	0.7584
No log	5.5238	348	0.5789	0.6023	0.5789	0.7609
No log	5.5556	350	0.5955	0.6144	0.5955	0.7717
No log	5.5873	352	0.6350	0.5736	0.6350	0.7968
No log	5.6190	354	0.6388	0.5733	0.6388	0.7993
No log	5.6508	356	0.6165	0.6007	0.6165	0.7851
No log	5.6825	358	0.6380	0.5509	0.6380	0.7987
No log	5.7143	360	0.6734	0.5274	0.6734	0.8206
No log	5.7460	362	0.6871	0.5221	0.6871	0.8289
No log	5.7778	364	0.6651	0.5329	0.6651	0.8155
No log	5.8095	366	0.6556	0.5796	0.6556	0.8097
No log	5.8413	368	0.6598	0.5683	0.6598	0.8123
No log	5.8730	370	0.6566	0.5495	0.6566	0.8103
No log	5.9048	372	0.6675	0.5098	0.6675	0.8170
No log	5.9365	374	0.7113	0.5014	0.7113	0.8434
No log	5.9683	376	0.7613	0.4819	0.7613	0.8725
No log	6.0	378	0.7561	0.4819	0.7561	0.8695
No log	6.0317	380	0.6868	0.5120	0.6868	0.8287
No log	6.0635	382	0.6219	0.5466	0.6219	0.7886
No log	6.0952	384	0.6250	0.6049	0.6250	0.7906
No log	6.1270	386	0.6264	0.6080	0.6264	0.7915
No log	6.1587	388	0.6153	0.5610	0.6153	0.7844
No log	6.1905	390	0.6039	0.5848	0.6039	0.7771
No log	6.2222	392	0.6220	0.5585	0.6220	0.7887
No log	6.2540	394	0.6463	0.5018	0.6463	0.8039
No log	6.2857	396	0.6567	0.5026	0.6567	0.8103
No log	6.3175	398	0.6519	0.5554	0.6519	0.8074
No log	6.3492	400	0.6546	0.5929	0.6546	0.8091
No log	6.3810	402	0.6517	0.5695	0.6517	0.8073
No log	6.4127	404	0.6381	0.5718	0.6381	0.7988
No log	6.4444	406	0.6131	0.6030	0.6131	0.7830
No log	6.4762	408	0.5976	0.6010	0.5976	0.7730
No log	6.5079	410	0.5875	0.5940	0.5875	0.7665
No log	6.5397	412	0.5851	0.5908	0.5851	0.7649
No log	6.5714	414	0.5862	0.5831	0.5862	0.7656
No log	6.6032	416	0.5968	0.5507	0.5968	0.7725
No log	6.6349	418	0.5981	0.5205	0.5981	0.7734
No log	6.6667	420	0.5966	0.5048	0.5966	0.7724
No log	6.6984	422	0.5921	0.5172	0.5921	0.7695
No log	6.7302	424	0.5751	0.6004	0.5751	0.7584
No log	6.7619	426	0.5708	0.5877	0.5708	0.7555
No log	6.7937	428	0.5872	0.6045	0.5872	0.7663
No log	6.8254	430	0.6348	0.5574	0.6348	0.7967
No log	6.8571	432	0.6657	0.5422	0.6657	0.8159
No log	6.8889	434	0.6528	0.5513	0.6528	0.8080
No log	6.9206	436	0.6247	0.5789	0.6247	0.7904
No log	6.9524	438	0.6112	0.5965	0.6112	0.7818
No log	6.9841	440	0.6023	0.5668	0.6023	0.7761
No log	7.0159	442	0.6038	0.5524	0.6038	0.7770
No log	7.0476	444	0.6022	0.5525	0.6022	0.7760
No log	7.0794	446	0.5920	0.5524	0.5920	0.7694
No log	7.1111	448	0.5797	0.5867	0.5797	0.7614
No log	7.1429	450	0.5861	0.5640	0.5861	0.7656
No log	7.1746	452	0.6419	0.5527	0.6419	0.8012
No log	7.2063	454	0.7023	0.5554	0.7023	0.8380
No log	7.2381	456	0.7091	0.5408	0.7091	0.8421
No log	7.2698	458	0.6809	0.5510	0.6809	0.8252
No log	7.3016	460	0.6246	0.5511	0.6246	0.7903
No log	7.3333	462	0.5750	0.5895	0.5750	0.7583
No log	7.3651	464	0.5607	0.5978	0.5607	0.7488
No log	7.3968	466	0.5719	0.5898	0.5719	0.7562
No log	7.4286	468	0.5848	0.5965	0.5848	0.7647
No log	7.4603	470	0.5949	0.5502	0.5949	0.7713
No log	7.4921	472	0.6005	0.5624	0.6005	0.7749
No log	7.5238	474	0.6085	0.5845	0.6085	0.7801
No log	7.5556	476	0.6171	0.5771	0.6171	0.7855
No log	7.5873	478	0.6148	0.5845	0.6148	0.7841
No log	7.6190	480	0.6022	0.5501	0.6022	0.7760
No log	7.6508	482	0.5928	0.5612	0.5928	0.7699
No log	7.6825	484	0.5917	0.5664	0.5917	0.7692
No log	7.7143	486	0.5921	0.5475	0.5921	0.7695
No log	7.7460	488	0.5938	0.5472	0.5938	0.7706
No log	7.7778	490	0.5988	0.5441	0.5988	0.7738
No log	7.8095	492	0.6034	0.5441	0.6034	0.7768
No log	7.8413	494	0.6043	0.5441	0.6043	0.7774
No log	7.8730	496	0.6020	0.5441	0.6020	0.7759
No log	7.9048	498	0.6068	0.5441	0.6068	0.7790
0.4176	7.9365	500	0.6175	0.5564	0.6175	0.7858
0.4176	7.9683	502	0.6206	0.5564	0.6206	0.7878
0.4176	8.0	504	0.6162	0.5564	0.6162	0.7850
0.4176	8.0317	506	0.6130	0.5564	0.6130	0.7829
0.4176	8.0635	508	0.6077	0.5519	0.6077	0.7795
0.4176	8.0952	510	0.6007	0.5519	0.6007	0.7750
0.4176	8.1270	512	0.5947	0.5474	0.5947	0.7712
0.4176	8.1587	514	0.5865	0.5442	0.5865	0.7658
0.4176	8.1905	516	0.5805	0.5503	0.5805	0.7619
0.4176	8.2222	518	0.5756	0.5738	0.5756	0.7587
0.4176	8.2540	520	0.5812	0.5713	0.5812	0.7623
0.4176	8.2857	522	0.5994	0.5395	0.5994	0.7742
0.4176	8.3175	524	0.6075	0.5635	0.6075	0.7794
0.4176	8.3492	526	0.6035	0.5710	0.6035	0.7769
0.4176	8.3810	528	0.6063	0.5708	0.6063	0.7787
0.4176	8.4127	530	0.6118	0.5515	0.6118	0.7822
0.4176	8.4444	532	0.6077	0.5621	0.6077	0.7795
0.4176	8.4762	534	0.5979	0.5728	0.5979	0.7733
0.4176	8.5079	536	0.5938	0.5624	0.5938	0.7706
0.4176	8.5397	538	0.5965	0.5441	0.5965	0.7724
0.4176	8.5714	540	0.6020	0.5519	0.6020	0.7759
0.4176	8.6032	542	0.6038	0.5504	0.6038	0.7770
0.4176	8.6349	544	0.6103	0.5577	0.6103	0.7812
0.4176	8.6667	546	0.6226	0.5805	0.6226	0.7891
0.4176	8.6984	548	0.6401	0.5867	0.6401	0.8000
0.4176	8.7302	550	0.6512	0.5777	0.6512	0.8070
0.4176	8.7619	552	0.6686	0.5746	0.6686	0.8177
0.4176	8.7937	554	0.6779	0.5674	0.6779	0.8234
0.4176	8.8254	556	0.6719	0.5674	0.6719	0.8197
0.4176	8.8571	558	0.6551	0.5631	0.6551	0.8094
0.4176	8.8889	560	0.6371	0.5805	0.6371	0.7982
0.4176	8.9206	562	0.6275	0.5877	0.6275	0.7921
0.4176	8.9524	564	0.6219	0.5805	0.6219	0.7886
0.4176	8.9841	566	0.6205	0.5734	0.6205	0.7877
0.4176	9.0159	568	0.6156	0.5734	0.6156	0.7846
0.4176	9.0476	570	0.6170	0.5734	0.6170	0.7855
0.4176	9.0794	572	0.6207	0.5734	0.6207	0.7878
0.4176	9.1111	574	0.6290	0.5721	0.6290	0.7931
0.4176	9.1429	576	0.6336	0.5839	0.6336	0.7960
0.4176	9.1746	578	0.6313	0.5839	0.6313	0.7945
0.4176	9.2063	580	0.6313	0.5839	0.6313	0.7946
0.4176	9.2381	582	0.6337	0.5765	0.6337	0.7961
0.4176	9.2698	584	0.6355	0.5765	0.6355	0.7972
0.4176	9.3016	586	0.6364	0.5765	0.6364	0.7978
0.4176	9.3333	588	0.6348	0.5765	0.6348	0.7968
0.4176	9.3651	590	0.6325	0.5839	0.6325	0.7953
0.4176	9.3968	592	0.6282	0.5839	0.6282	0.7926
0.4176	9.4286	594	0.6229	0.5839	0.6229	0.7892
0.4176	9.4603	596	0.6192	0.5853	0.6192	0.7869
0.4176	9.4921	598	0.6172	0.5853	0.6172	0.7856
0.4176	9.5238	600	0.6133	0.5605	0.6133	0.7831
0.4176	9.5556	602	0.6109	0.5678	0.6109	0.7816
0.4176	9.5873	604	0.6116	0.5678	0.6116	0.7820
0.4176	9.6190	606	0.6118	0.5678	0.6118	0.7822
0.4176	9.6508	608	0.6113	0.5678	0.6113	0.7819
0.4176	9.6825	610	0.6102	0.5678	0.6102	0.7812
0.4176	9.7143	612	0.6099	0.5620	0.6099	0.7810
0.4176	9.7460	614	0.6092	0.5692	0.6092	0.7805
0.4176	9.7778	616	0.6080	0.5692	0.6080	0.7798
0.4176	9.8095	618	0.6083	0.5692	0.6083	0.7799
0.4176	9.8413	620	0.6086	0.5692	0.6086	0.7801
0.4176	9.8730	622	0.6079	0.5620	0.6079	0.7797
0.4176	9.9048	624	0.6072	0.5620	0.6072	0.7792
0.4176	9.9365	626	0.6068	0.5620	0.6068	0.7790
0.4176	9.9683	628	0.6067	0.5620	0.6067	0.7789
0.4176	10.0	630	0.6067	0.5620	0.6067	0.7789

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits4_FineTuningAraBERT_run3_AugV5_k14_task2_organization

ArabicNewSplits4_FineTuningAraBERT_run3_AugV5_k14_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits4_FineTuningAraBERT_run3_AugV5_k14_task2_organization