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	0.8780	0.3566	0.8780	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	0.7593	0.3290	0.7593	0.8714
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	0.7371	0.4997	0.7371	0.8585
No log	2.0317	128	0.7126	0.4782	0.7126	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	0.9100	0.4894	0.9100	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	0.8148
No log	2.3810	150	0.6250	0.5330	0.6250	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	0.7239	0.5084	0.7239	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	0.5720	0.6762	0.8223
No log	2.7619	174	0.6672	0.5816	0.6672	0.8168
No log	2.7937	176	0.6424	0.5394	0.6424	0.8015
No log	2.8254	178	0.6635	0.5145	0.6635	0.8146
No log	2.8571	180	0.6630	0.5307	0.6630	0.8142
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	0.6950	0.5817	0.6950	0.8337
No log	3.2063	202	0.6789	0.5390	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	0.6745	0.5574	0.6745	0.8213
No log	3.3333	210	0.6860	0.5923	0.6860	0.8282
No log	3.3651	212	0.6429	0.5653	0.6429	0.8018
No log	3.3968	214	0.6294	0.5452	0.6294	0.7933
No log	3.4286	216	0.6292	0.5330	0.6292	0.7932
No log	3.4603	218	0.6061	0.5871	0.6061	0.7786
No log	3.4921	220	0.6137	0.5890	0.6137	0.7834
No log	3.5238	222	0.6451	0.5369	0.6451	0.8032
No log	3.5556	224	0.5852	0.5722	0.5852	0.7650
No log	3.5873	226	0.5184	0.5437	0.5184	0.7200
No log	3.6190	228	0.5718	0.4942	0.5718	0.7562
No log	3.6508	230	0.6416	0.4809	0.6416	0.8010
No log	3.6825	232	0.6344	0.4917	0.6344	0.7965
No log	3.7143	234	0.5963	0.5848	0.5963	0.7722
No log	3.7460	236	0.6695	0.5298	0.6695	0.8182
No log	3.7778	238	0.7462	0.4762	0.7462	0.8638
No log	3.8095	240	0.7143	0.4914	0.7143	0.8452
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	0.8728	0.4448	0.8728	0.9343
No log	3.9365	248	0.8768	0.4346	0.8768	0.9364
No log	3.9683	250	0.8742	0.4362	0.8742	0.9350
No log	4.0	252	0.7595	0.5171	0.7595	0.8715
No log	4.0317	254	0.7364	0.5195	0.7364	0.8581
No log	4.0635	256	0.7976	0.4885	0.7976	0.8931
No log	4.0952	258	0.8115	0.4908	0.8115	0.9008
No log	4.1270	260	0.7435	0.5327	0.7435	0.8622
No log	4.1587	262	0.6652	0.5316	0.6652	0.8156
No log	4.1905	264	0.7158	0.4461	0.7158	0.8461
No log	4.2222	266	0.8336	0.4696	0.8336	0.9130
No log	4.2540	268	0.8336	0.4622	0.8336	0.9130
No log	4.2857	270	0.7107	0.4754	0.7107	0.8430
No log	4.3175	272	0.6158	0.5302	0.6158	0.7847
No log	4.3492	274	0.6884	0.5234	0.6884	0.8297
No log	4.3810	276	0.7993	0.5070	0.7993	0.8940
No log	4.4127	278	0.7967	0.5162	0.7967	0.8926
No log	4.4444	280	0.7156	0.5211	0.7156	0.8459
No log	4.4762	282	0.6337	0.5326	0.6337	0.7961
No log	4.5079	284	0.6036	0.5451	0.6036	0.7769
No log	4.5397	286	0.5806	0.5532	0.5806	0.7620
No log	4.5714	288	0.5691	0.5730	0.5691	0.7544
No log	4.6032	290	0.5638	0.5800	0.5638	0.7509
No log	4.6349	292	0.5580	0.5218	0.5580	0.7470
No log	4.6667	294	0.5583	0.5325	0.5583	0.7472
No log	4.6984	296	0.5754	0.5364	0.5754	0.7586
No log	4.7302	298	0.6264	0.5851	0.6264	0.7914
No log	4.7619	300	0.6771	0.5481	0.6771	0.8229
No log	4.7937	302	0.6876	0.5481	0.6876	0.8292
No log	4.8254	304	0.6870	0.5362	0.6870	0.8288
No log	4.8571	306	0.6438	0.6074	0.6438	0.8024
No log	4.8889	308	0.6123	0.5843	0.6123	0.7825
No log	4.9206	310	0.5955	0.5828	0.5955	0.7717
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	0.6069	0.5808	0.6069	0.7790
No log	5.0476	318	0.5763	0.6014	0.5763	0.7591
No log	5.0794	320	0.5668	0.6014	0.5667	0.7528
No log	5.1111	322	0.5707	0.5275	0.5707	0.7554
No log	5.1429	324	0.5719	0.5374	0.5719	0.7563
No log	5.1746	326	0.5796	0.5539	0.5796	0.7613
No log	5.2063	328	0.5823	0.5297	0.5823	0.7631
No log	5.2381	330	0.6156	0.6183	0.6156	0.7846
No log	5.2698	332	0.6550	0.6180	0.6550	0.8093
No log	5.3016	334	0.7684	0.5252	0.7684	0.8766
No log	5.3333	336	0.8349	0.4912	0.8349	0.9137
No log	5.3651	338	0.7753	0.5113	0.7753	0.8805
No log	5.3968	340	0.6562	0.5557	0.6562	0.8101
No log	5.4286	342	0.5908	0.6306	0.5908	0.7686
No log	5.4603	344	0.5778	0.5809	0.5778	0.7601
No log	5.4921	346	0.5750	0.6058	0.5750	0.7583
No log	5.5238	348	0.5784	0.6023	0.5784	0.7605
No log	5.5556	350	0.5949	0.6144	0.5949	0.7713
No log	5.5873	352	0.6347	0.5736	0.6347	0.7967
No log	5.6190	354	0.6389	0.5733	0.6389	0.7993
No log	5.6508	356	0.6164	0.6007	0.6164	0.7851
No log	5.6825	358	0.6371	0.5509	0.6371	0.7982
No log	5.7143	360	0.6725	0.5274	0.6725	0.8200
No log	5.7460	362	0.6868	0.5221	0.6868	0.8287
No log	5.7778	364	0.6654	0.5274	0.6654	0.8157
No log	5.8095	366	0.6559	0.5796	0.6559	0.8099
No log	5.8413	368	0.6601	0.5683	0.6601	0.8125
No log	5.8730	370	0.6569	0.5495	0.6569	0.8105
No log	5.9048	372	0.6673	0.5098	0.6673	0.8169
No log	5.9365	374	0.7099	0.5137	0.7099	0.8425
No log	5.9683	376	0.7595	0.4819	0.7595	0.8715
No log	6.0	378	0.7546	0.4819	0.7546	0.8687
No log	6.0317	380	0.6859	0.5120	0.6859	0.8282
No log	6.0635	382	0.6214	0.5466	0.6214	0.7883
No log	6.0952	384	0.6243	0.6049	0.6243	0.7901
No log	6.1270	386	0.6256	0.6080	0.6256	0.7909
No log	6.1587	388	0.6147	0.5610	0.6147	0.7840
No log	6.1905	390	0.6036	0.5848	0.6036	0.7769
No log	6.2222	392	0.6215	0.5585	0.6215	0.7884
No log	6.2540	394	0.6456	0.5018	0.6456	0.8035
No log	6.2857	396	0.6560	0.5148	0.6560	0.8100
No log	6.3175	398	0.6516	0.5554	0.6516	0.8072
No log	6.3492	400	0.6545	0.5929	0.6545	0.8090
No log	6.3810	402	0.6517	0.5695	0.6517	0.8073
No log	6.4127	404	0.6380	0.5718	0.6380	0.7987
No log	6.4444	406	0.6130	0.6030	0.6130	0.7829
No log	6.4762	408	0.5975	0.6074	0.5975	0.7730
No log	6.5079	410	0.5872	0.5940	0.5872	0.7663
No log	6.5397	412	0.5848	0.5908	0.5848	0.7647
No log	6.5714	414	0.5861	0.5831	0.5861	0.7656
No log	6.6032	416	0.5967	0.5507	0.5967	0.7725
No log	6.6349	418	0.5980	0.5205	0.5980	0.7733
No log	6.6667	420	0.5962	0.5048	0.5962	0.7721
No log	6.6984	422	0.5916	0.5172	0.5916	0.7692
No log	6.7302	424	0.5746	0.6004	0.5746	0.7580
No log	6.7619	426	0.5704	0.5877	0.5704	0.7553
No log	6.7937	428	0.5867	0.6022	0.5867	0.7660
No log	6.8254	430	0.6337	0.5574	0.6337	0.7961
No log	6.8571	432	0.6644	0.5422	0.6644	0.8151
No log	6.8889	434	0.6516	0.5513	0.6516	0.8072
No log	6.9206	436	0.6239	0.5789	0.6239	0.7899
No log	6.9524	438	0.6108	0.5965	0.6108	0.7816
No log	6.9841	440	0.6022	0.5668	0.6022	0.7760
No log	7.0159	442	0.6037	0.5524	0.6037	0.7770
No log	7.0476	444	0.6020	0.5525	0.6020	0.7759
No log	7.0794	446	0.5918	0.5524	0.5918	0.7693
No log	7.1111	448	0.5797	0.6017	0.5797	0.7614
No log	7.1429	450	0.5864	0.5640	0.5864	0.7658
No log	7.1746	452	0.6424	0.5527	0.6424	0.8015
No log	7.2063	454	0.7027	0.5554	0.7027	0.8382
No log	7.2381	456	0.7092	0.5408	0.7092	0.8421
No log	7.2698	458	0.6806	0.5510	0.6806	0.8250
No log	7.3016	460	0.6242	0.5511	0.6242	0.7901
No log	7.3333	462	0.5747	0.5895	0.5747	0.7581
No log	7.3651	464	0.5605	0.5978	0.5605	0.7487
No log	7.3968	466	0.5717	0.5898	0.5717	0.7561
No log	7.4286	468	0.5847	0.5965	0.5847	0.7646
No log	7.4603	470	0.5950	0.5502	0.5950	0.7713
No log	7.4921	472	0.6006	0.5502	0.6006	0.7750
No log	7.5238	474	0.6085	0.5845	0.6085	0.7801
No log	7.5556	476	0.6169	0.5771	0.6169	0.7854
No log	7.5873	478	0.6144	0.5845	0.6144	0.7839
No log	7.6190	480	0.6019	0.5501	0.6019	0.7758
No log	7.6508	482	0.5926	0.5612	0.5926	0.7698
No log	7.6825	484	0.5916	0.5521	0.5916	0.7692
No log	7.7143	486	0.5917	0.5475	0.5917	0.7692
No log	7.7460	488	0.5933	0.5472	0.5933	0.7703
No log	7.7778	490	0.5984	0.5441	0.5984	0.7736
No log	7.8095	492	0.6031	0.5580	0.6031	0.7766
No log	7.8413	494	0.6038	0.5441	0.6038	0.7771
No log	7.8730	496	0.6013	0.5441	0.6013	0.7754
No log	7.9048	498	0.6058	0.5441	0.6058	0.7784
0.4175	7.9365	500	0.6165	0.5564	0.6165	0.7852
0.4175	7.9683	502	0.6195	0.5564	0.6195	0.7871
0.4175	8.0	504	0.6152	0.5564	0.6152	0.7844
0.4175	8.0317	506	0.6120	0.5564	0.6120	0.7823
0.4175	8.0635	508	0.6068	0.5519	0.6068	0.7790
0.4175	8.0952	510	0.5999	0.5519	0.5999	0.7745
0.4175	8.1270	512	0.5940	0.5474	0.5940	0.7707
0.4175	8.1587	514	0.5860	0.5442	0.5860	0.7655
0.4175	8.1905	516	0.5802	0.5346	0.5802	0.7617
0.4175	8.2222	518	0.5755	0.5738	0.5755	0.7586
0.4175	8.2540	520	0.5812	0.5713	0.5812	0.7624
0.4175	8.2857	522	0.5996	0.5395	0.5996	0.7744
0.4175	8.3175	524	0.6077	0.5635	0.6077	0.7796
0.4175	8.3492	526	0.6037	0.5710	0.6037	0.7770
0.4175	8.3810	528	0.6065	0.5708	0.6065	0.7788
0.4175	8.4127	530	0.6119	0.5515	0.6119	0.7822
0.4175	8.4444	532	0.6075	0.5621	0.6075	0.7795
0.4175	8.4762	534	0.5977	0.5728	0.5977	0.7731
0.4175	8.5079	536	0.5935	0.5624	0.5935	0.7704
0.4175	8.5397	538	0.5963	0.5441	0.5963	0.7722
0.4175	8.5714	540	0.6017	0.5519	0.6017	0.7757
0.4175	8.6032	542	0.6035	0.5504	0.6035	0.7769
0.4175	8.6349	544	0.6101	0.5577	0.6101	0.7811
0.4175	8.6667	546	0.6226	0.5805	0.6226	0.7890
0.4175	8.6984	548	0.6401	0.5867	0.6401	0.8000
0.4175	8.7302	550	0.6512	0.5777	0.6512	0.8069
0.4175	8.7619	552	0.6684	0.5746	0.6684	0.8176
0.4175	8.7937	554	0.6777	0.5674	0.6777	0.8232
0.4175	8.8254	556	0.6716	0.5674	0.6716	0.8195
0.4175	8.8571	558	0.6547	0.5777	0.6547	0.8092
0.4175	8.8889	560	0.6369	0.5805	0.6369	0.7980
0.4175	8.9206	562	0.6272	0.5877	0.6272	0.7920
0.4175	8.9524	564	0.6217	0.5805	0.6217	0.7885
0.4175	8.9841	566	0.6203	0.5805	0.6203	0.7876
0.4175	9.0159	568	0.6155	0.5734	0.6155	0.7845
0.4175	9.0476	570	0.6168	0.5734	0.6168	0.7854
0.4175	9.0794	572	0.6205	0.5734	0.6205	0.7877
0.4175	9.1111	574	0.6287	0.5721	0.6287	0.7929
0.4175	9.1429	576	0.6333	0.5839	0.6333	0.7958
0.4175	9.1746	578	0.6309	0.5839	0.6309	0.7943
0.4175	9.2063	580	0.6309	0.5839	0.6309	0.7943
0.4175	9.2381	582	0.6334	0.5765	0.6334	0.7958
0.4175	9.2698	584	0.6352	0.5765	0.6352	0.7970
0.4175	9.3016	586	0.6362	0.5765	0.6362	0.7976
0.4175	9.3333	588	0.6347	0.5765	0.6347	0.7967
0.4175	9.3651	590	0.6324	0.5839	0.6324	0.7953
0.4175	9.3968	592	0.6282	0.5839	0.6282	0.7926
0.4175	9.4286	594	0.6229	0.5839	0.6229	0.7893
0.4175	9.4603	596	0.6192	0.5853	0.6192	0.7869
0.4175	9.4921	598	0.6172	0.5853	0.6172	0.7856
0.4175	9.5238	600	0.6132	0.5605	0.6132	0.7831
0.4175	9.5556	602	0.6108	0.5678	0.6108	0.7816
0.4175	9.5873	604	0.6115	0.5678	0.6115	0.7820
0.4175	9.6190	606	0.6117	0.5678	0.6117	0.7821
0.4175	9.6508	608	0.6112	0.5678	0.6112	0.7818
0.4175	9.6825	610	0.6101	0.5678	0.6101	0.7811
0.4175	9.7143	612	0.6098	0.5620	0.6098	0.7809
0.4175	9.7460	614	0.6091	0.5692	0.6091	0.7804
0.4175	9.7778	616	0.6079	0.5692	0.6079	0.7797
0.4175	9.8095	618	0.6082	0.5692	0.6082	0.7798
0.4175	9.8413	620	0.6085	0.5692	0.6085	0.7800
0.4175	9.8730	622	0.6078	0.5692	0.6078	0.7796
0.4175	9.9048	624	0.6070	0.5692	0.6070	0.7791
0.4175	9.9365	626	0.6067	0.5692	0.6067	0.7789
0.4175	9.9683	628	0.6065	0.5692	0.6065	0.7788
0.4175	10.0	630	0.6065	0.5620	0.6065	0.7788

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k14_task2_organization

ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k14_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k14_task2_organization