Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0769	2	7.8569	-0.0507	7.8569	2.8030
No log	0.1538	4	5.5308	-0.0437	5.5308	2.3518
No log	0.2308	6	3.9719	0.0187	3.9719	1.9930
No log	0.3077	8	2.9213	0.1045	2.9213	1.7092
No log	0.3846	10	2.1577	0.1081	2.1577	1.4689
No log	0.4615	12	1.6863	0.1973	1.6863	1.2986
No log	0.5385	14	1.4022	0.2690	1.4022	1.1842
No log	0.6154	16	1.2174	0.3786	1.2174	1.1034
No log	0.6923	18	1.1495	0.4355	1.1495	1.0722
No log	0.7692	20	1.1633	0.4506	1.1633	1.0786
No log	0.8462	22	1.0909	0.4836	1.0909	1.0444
No log	0.9231	24	0.9986	0.4882	0.9986	0.9993
No log	1.0	26	0.9426	0.4497	0.9426	0.9709
No log	1.0769	28	0.9240	0.3734	0.9240	0.9613
No log	1.1538	30	0.8923	0.4462	0.8923	0.9446
No log	1.2308	32	0.9132	0.4994	0.9132	0.9556
No log	1.3077	34	0.9942	0.4263	0.9942	0.9971
No log	1.3846	36	0.9619	0.4572	0.9619	0.9808
No log	1.4615	38	0.9356	0.4727	0.9356	0.9673
No log	1.5385	40	0.8575	0.5116	0.8575	0.9260
No log	1.6154	42	0.8245	0.5614	0.8245	0.9080
No log	1.6923	44	0.8262	0.5567	0.8262	0.9089
No log	1.7692	46	0.8675	0.5177	0.8675	0.9314
No log	1.8462	48	0.9839	0.5047	0.9839	0.9919
No log	1.9231	50	1.0333	0.4766	1.0333	1.0165
No log	2.0	52	1.0362	0.5206	1.0362	1.0179
No log	2.0769	54	0.9483	0.5626	0.9483	0.9738
No log	2.1538	56	0.8862	0.5962	0.8862	0.9414
No log	2.2308	58	0.9208	0.5975	0.9208	0.9596
No log	2.3077	60	0.9640	0.5545	0.9640	0.9819
No log	2.3846	62	0.9224	0.5854	0.9224	0.9604
No log	2.4615	64	0.7740	0.6091	0.7740	0.8798
No log	2.5385	66	0.7394	0.5667	0.7394	0.8599
No log	2.6154	68	0.7785	0.5534	0.7785	0.8823
No log	2.6923	70	0.7304	0.6205	0.7304	0.8546
No log	2.7692	72	0.7569	0.6175	0.7569	0.8700
No log	2.8462	74	0.8216	0.6462	0.8216	0.9064
No log	2.9231	76	0.7892	0.6291	0.7892	0.8884
No log	3.0	78	0.7331	0.5935	0.7331	0.8562
No log	3.0769	80	0.7249	0.5636	0.7249	0.8514
No log	3.1538	82	0.7308	0.5481	0.7308	0.8549
No log	3.2308	84	0.7488	0.5662	0.7488	0.8653
No log	3.3077	86	0.7867	0.6264	0.7867	0.8870
No log	3.3846	88	0.7607	0.6102	0.7607	0.8722
No log	3.4615	90	0.7782	0.6112	0.7782	0.8822
No log	3.5385	92	0.8535	0.6275	0.8535	0.9239
No log	3.6154	94	0.8323	0.6410	0.8323	0.9123
No log	3.6923	96	0.7788	0.6418	0.7788	0.8825
No log	3.7692	98	0.8395	0.6188	0.8395	0.9162
No log	3.8462	100	0.8907	0.5882	0.8907	0.9438
No log	3.9231	102	0.7920	0.6349	0.7920	0.8899
No log	4.0	104	0.7363	0.6416	0.7363	0.8581
No log	4.0769	106	0.7348	0.6416	0.7348	0.8572
No log	4.1538	108	0.7020	0.6474	0.7020	0.8379
No log	4.2308	110	0.7053	0.6508	0.7053	0.8398
No log	4.3077	112	0.7210	0.6508	0.7210	0.8491
No log	4.3846	114	0.7288	0.6574	0.7288	0.8537
No log	4.4615	116	0.7168	0.6368	0.7168	0.8466
No log	4.5385	118	0.7209	0.6252	0.7209	0.8491
No log	4.6154	120	0.7371	0.6387	0.7371	0.8585
No log	4.6923	122	0.8203	0.6022	0.8203	0.9057
No log	4.7692	124	0.8320	0.6096	0.8320	0.9121
No log	4.8462	126	0.7391	0.6000	0.7391	0.8597
No log	4.9231	128	0.7274	0.5332	0.7274	0.8529
No log	5.0	130	0.7602	0.5525	0.7602	0.8719
No log	5.0769	132	0.6939	0.6090	0.6939	0.8330
No log	5.1538	134	0.7097	0.6336	0.7097	0.8424
No log	5.2308	136	0.9207	0.5801	0.9207	0.9595
No log	5.3077	138	1.1584	0.5070	1.1584	1.0763
No log	5.3846	140	1.1826	0.5070	1.1826	1.0875
No log	5.4615	142	0.9637	0.5271	0.9637	0.9817
No log	5.5385	144	0.7111	0.6456	0.7111	0.8433
No log	5.6154	146	0.6727	0.6633	0.6727	0.8202
No log	5.6923	148	0.7201	0.6505	0.7201	0.8486
No log	5.7692	150	0.6955	0.6448	0.6955	0.8339
No log	5.8462	152	0.6410	0.6606	0.6410	0.8007
No log	5.9231	154	0.6705	0.6209	0.6705	0.8188
No log	6.0	156	0.7078	0.6212	0.7078	0.8413
No log	6.0769	158	0.6943	0.6212	0.6943	0.8333
No log	6.1538	160	0.6504	0.6466	0.6504	0.8065
No log	6.2308	162	0.6357	0.6894	0.6357	0.7973
No log	6.3077	164	0.6477	0.6840	0.6477	0.8048
No log	6.3846	166	0.6800	0.7162	0.6800	0.8246
No log	6.4615	168	0.6960	0.7114	0.6960	0.8343
No log	6.5385	170	0.7043	0.7193	0.7043	0.8392
No log	6.6154	172	0.7057	0.7227	0.7057	0.8401
No log	6.6923	174	0.7080	0.7160	0.7080	0.8414
No log	6.7692	176	0.7048	0.7262	0.7048	0.8395
No log	6.8462	178	0.7295	0.6618	0.7295	0.8541
No log	6.9231	180	0.7131	0.6710	0.7131	0.8445
No log	7.0	182	0.6679	0.7222	0.6679	0.8173
No log	7.0769	184	0.6780	0.7176	0.6780	0.8234
No log	7.1538	186	0.7173	0.6568	0.7173	0.8469
No log	7.2308	188	0.6826	0.7112	0.6826	0.8262
No log	7.3077	190	0.6494	0.7168	0.6494	0.8059
No log	7.3846	192	0.6913	0.6476	0.6913	0.8314
No log	7.4615	194	0.8258	0.6087	0.8258	0.9087
No log	7.5385	196	0.8554	0.6010	0.8554	0.9249
No log	7.6154	198	0.7512	0.6386	0.7512	0.8667
No log	7.6923	200	0.6969	0.6814	0.6969	0.8348
No log	7.7692	202	0.7144	0.6806	0.7144	0.8452
No log	7.8462	204	0.7230	0.6761	0.7230	0.8503
No log	7.9231	206	0.7285	0.7093	0.7285	0.8535
No log	8.0	208	0.7312	0.6812	0.7312	0.8551
No log	8.0769	210	0.7471	0.6664	0.7471	0.8644
No log	8.1538	212	0.8272	0.6239	0.8272	0.9095
No log	8.2308	214	0.9162	0.5933	0.9162	0.9572
No log	8.3077	216	0.8607	0.6109	0.8607	0.9277
No log	8.3846	218	0.7572	0.6608	0.7572	0.8702
No log	8.4615	220	0.7513	0.6654	0.7513	0.8668
No log	8.5385	222	0.7611	0.6450	0.7611	0.8724
No log	8.6154	224	0.7536	0.6597	0.7536	0.8681
No log	8.6923	226	0.8308	0.5987	0.8308	0.9115
No log	8.7692	228	0.8675	0.5891	0.8675	0.9314
No log	8.8462	230	0.8182	0.6020	0.8182	0.9045
No log	8.9231	232	0.7573	0.6406	0.7573	0.8702
No log	9.0	234	0.7440	0.6459	0.7440	0.8626
No log	9.0769	236	0.7684	0.6147	0.7684	0.8766
No log	9.1538	238	0.7263	0.6832	0.7263	0.8522
No log	9.2308	240	0.7121	0.6599	0.7121	0.8438
No log	9.3077	242	0.8379	0.5802	0.8379	0.9154
No log	9.3846	244	0.9229	0.5809	0.9229	0.9607
No log	9.4615	246	0.8703	0.6064	0.8703	0.9329
No log	9.5385	248	0.7497	0.6443	0.7497	0.8659
No log	9.6154	250	0.7257	0.6630	0.7257	0.8519
No log	9.6923	252	0.7907	0.6104	0.7907	0.8892
No log	9.7692	254	0.7536	0.6495	0.7536	0.8681
No log	9.8462	256	0.7076	0.6846	0.7076	0.8412
No log	9.9231	258	0.7777	0.6758	0.7777	0.8819
No log	10.0	260	0.8687	0.6410	0.8687	0.9321
No log	10.0769	262	0.8563	0.6534	0.8563	0.9254
No log	10.1538	264	0.7664	0.6549	0.7664	0.8754
No log	10.2308	266	0.7425	0.6702	0.7425	0.8617
No log	10.3077	268	0.7423	0.6768	0.7423	0.8615
No log	10.3846	270	0.7519	0.6620	0.7519	0.8671
No log	10.4615	272	0.7743	0.6528	0.7743	0.8799
No log	10.5385	274	0.7763	0.6603	0.7763	0.8811
No log	10.6154	276	0.7734	0.6599	0.7734	0.8795
No log	10.6923	278	0.7618	0.6607	0.7618	0.8728
No log	10.7692	280	0.7633	0.6505	0.7633	0.8737
No log	10.8462	282	0.7589	0.6679	0.7589	0.8711
No log	10.9231	284	0.7580	0.6679	0.7580	0.8706
No log	11.0	286	0.7726	0.6506	0.7726	0.8790
No log	11.0769	288	0.8496	0.6481	0.8496	0.9217
No log	11.1538	290	0.8763	0.6221	0.8763	0.9361
No log	11.2308	292	0.8180	0.6659	0.8180	0.9044
No log	11.3077	294	0.7682	0.6413	0.7682	0.8765
No log	11.3846	296	0.7694	0.6313	0.7694	0.8772
No log	11.4615	298	0.7764	0.6351	0.7764	0.8811
No log	11.5385	300	0.8070	0.6544	0.8070	0.8983
No log	11.6154	302	0.8932	0.6101	0.8932	0.9451
No log	11.6923	304	0.9227	0.5965	0.9227	0.9606
No log	11.7692	306	0.8676	0.6334	0.8676	0.9314
No log	11.8462	308	0.8787	0.6023	0.8787	0.9374
No log	11.9231	310	0.9624	0.5632	0.9624	0.9810
No log	12.0	312	0.9245	0.6190	0.9245	0.9615
No log	12.0769	314	0.8885	0.5797	0.8885	0.9426
No log	12.1538	316	0.9451	0.5725	0.9451	0.9722
No log	12.2308	318	0.9711	0.5862	0.9711	0.9854
No log	12.3077	320	0.9161	0.5985	0.9161	0.9572
No log	12.3846	322	0.8736	0.6440	0.8736	0.9346
No log	12.4615	324	0.8514	0.6322	0.8514	0.9227
No log	12.5385	326	0.8583	0.6229	0.8583	0.9265
No log	12.6154	328	0.8946	0.6102	0.8946	0.9458
No log	12.6923	330	0.8856	0.6142	0.8856	0.9410
No log	12.7692	332	0.8828	0.6109	0.8828	0.9396
No log	12.8462	334	0.8878	0.6109	0.8878	0.9422
No log	12.9231	336	0.8971	0.6290	0.8971	0.9472
No log	13.0	338	0.9568	0.5783	0.9568	0.9782
No log	13.0769	340	0.9823	0.5648	0.9823	0.9911
No log	13.1538	342	0.9618	0.5946	0.9618	0.9807
No log	13.2308	344	0.9686	0.5916	0.9686	0.9842
No log	13.3077	346	0.9929	0.5877	0.9929	0.9964
No log	13.3846	348	1.0121	0.6061	1.0121	1.0060
No log	13.4615	350	1.0478	0.5718	1.0478	1.0236
No log	13.5385	352	1.0644	0.5475	1.0644	1.0317
No log	13.6154	354	1.0317	0.5527	1.0317	1.0157
No log	13.6923	356	1.0211	0.5662	1.0211	1.0105
No log	13.7692	358	0.9669	0.5822	0.9669	0.9833
No log	13.8462	360	0.9063	0.6094	0.9063	0.9520
No log	13.9231	362	0.9037	0.5907	0.9037	0.9506
No log	14.0	364	0.8952	0.6058	0.8952	0.9461
No log	14.0769	366	0.8931	0.6226	0.8931	0.9451
No log	14.1538	368	0.9138	0.6080	0.9138	0.9559
No log	14.2308	370	0.8898	0.6223	0.8898	0.9433
No log	14.3077	372	0.8758	0.6178	0.8758	0.9359
No log	14.3846	374	0.9123	0.5978	0.9123	0.9552
No log	14.4615	376	0.9029	0.5850	0.9029	0.9502
No log	14.5385	378	0.8962	0.6057	0.8962	0.9467
No log	14.6154	380	0.9409	0.5837	0.9409	0.9700
No log	14.6923	382	0.9615	0.5778	0.9615	0.9806
No log	14.7692	384	0.9480	0.5956	0.9480	0.9736
No log	14.8462	386	0.9420	0.5907	0.9420	0.9706
No log	14.9231	388	0.9556	0.5499	0.9556	0.9776
No log	15.0	390	0.9547	0.5754	0.9547	0.9771
No log	15.0769	392	0.9739	0.6114	0.9739	0.9869
No log	15.1538	394	0.9902	0.5824	0.9902	0.9951
No log	15.2308	396	0.9522	0.6132	0.9522	0.9758
No log	15.3077	398	0.9109	0.6105	0.9109	0.9544
No log	15.3846	400	0.8885	0.6163	0.8885	0.9426
No log	15.4615	402	0.8593	0.6260	0.8593	0.9270
No log	15.5385	404	0.8720	0.6237	0.8720	0.9338
No log	15.6154	406	0.8862	0.6135	0.8862	0.9414
No log	15.6923	408	0.8787	0.6112	0.8787	0.9374
No log	15.7692	410	0.9181	0.6036	0.9181	0.9582
No log	15.8462	412	0.8877	0.6050	0.8877	0.9422
No log	15.9231	414	0.8782	0.6246	0.8782	0.9371
No log	16.0	416	0.8595	0.6033	0.8595	0.9271
No log	16.0769	418	0.8706	0.5928	0.8706	0.9331
No log	16.1538	420	0.8851	0.6106	0.8851	0.9408
No log	16.2308	422	0.9078	0.6355	0.9078	0.9528
No log	16.3077	424	0.8816	0.6059	0.8816	0.9389
No log	16.3846	426	0.8411	0.6214	0.8411	0.9171
No log	16.4615	428	0.8422	0.6260	0.8422	0.9177
No log	16.5385	430	0.8239	0.6332	0.8239	0.9077
No log	16.6154	432	0.8220	0.6352	0.8220	0.9067
No log	16.6923	434	0.8146	0.6166	0.8146	0.9025
No log	16.7692	436	0.8171	0.6364	0.8171	0.9039
No log	16.8462	438	0.8175	0.6512	0.8175	0.9042
No log	16.9231	440	0.8617	0.6228	0.8617	0.9283
No log	17.0	442	0.9135	0.6151	0.9135	0.9558
No log	17.0769	444	0.8929	0.6209	0.8929	0.9449
No log	17.1538	446	0.8520	0.6074	0.8520	0.9230
No log	17.2308	448	0.8439	0.6266	0.8439	0.9186
No log	17.3077	450	0.8674	0.6006	0.8674	0.9313
No log	17.3846	452	0.9313	0.5996	0.9313	0.9651
No log	17.4615	454	0.9546	0.6131	0.9546	0.9770
No log	17.5385	456	0.9007	0.5985	0.9007	0.9491
No log	17.6154	458	0.8244	0.6034	0.8244	0.9080
No log	17.6923	460	0.8115	0.6536	0.8115	0.9008
No log	17.7692	462	0.8301	0.6440	0.8301	0.9111
No log	17.8462	464	0.8222	0.6326	0.8222	0.9067
No log	17.9231	466	0.8540	0.5973	0.8540	0.9241
No log	18.0	468	0.8946	0.6063	0.8946	0.9458
No log	18.0769	470	0.9258	0.6101	0.9258	0.9622
No log	18.1538	472	0.9090	0.6188	0.9090	0.9534
No log	18.2308	474	0.8613	0.6173	0.8613	0.9281
No log	18.3077	476	0.8423	0.6058	0.8423	0.9178
No log	18.3846	478	0.8461	0.6171	0.8461	0.9199
No log	18.4615	480	0.8489	0.6060	0.8489	0.9214
No log	18.5385	482	0.8689	0.6187	0.8689	0.9321
No log	18.6154	484	0.9010	0.6063	0.9010	0.9492
No log	18.6923	486	0.9074	0.6143	0.9074	0.9526
No log	18.7692	488	0.9136	0.6071	0.9136	0.9558
No log	18.8462	490	0.9216	0.5899	0.9216	0.9600
No log	18.9231	492	0.9042	0.6059	0.9042	0.9509
No log	19.0	494	0.9263	0.6042	0.9263	0.9624
No log	19.0769	496	0.9717	0.6183	0.9717	0.9857
No log	19.1538	498	0.9883	0.6037	0.9883	0.9941
0.5966	19.2308	500	0.9565	0.6282	0.9565	0.9780
0.5966	19.3077	502	0.9293	0.6291	0.9293	0.9640
0.5966	19.3846	504	0.9474	0.6367	0.9474	0.9733
0.5966	19.4615	506	0.9272	0.6339	0.9272	0.9629
0.5966	19.5385	508	0.9153	0.6375	0.9153	0.9567
0.5966	19.6154	510	0.9457	0.5877	0.9457	0.9725
0.5966	19.6923	512	1.0096	0.5760	1.0096	1.0048
0.5966	19.7692	514	1.0249	0.5547	1.0249	1.0124
0.5966	19.8462	516	0.9518	0.6160	0.9518	0.9756
0.5966	19.9231	518	0.8506	0.6305	0.8506	0.9223
0.5966	20.0	520	0.8233	0.6413	0.8233	0.9074
0.5966	20.0769	522	0.8264	0.6218	0.8264	0.9091
0.5966	20.1538	524	0.8672	0.6209	0.8672	0.9312
0.5966	20.2308	526	0.9033	0.6354	0.9033	0.9504
0.5966	20.3077	528	0.9354	0.6331	0.9354	0.9672
0.5966	20.3846	530	0.8996	0.6362	0.8996	0.9485
0.5966	20.4615	532	0.8411	0.6338	0.8411	0.9171
0.5966	20.5385	534	0.8428	0.6349	0.8428	0.9180
0.5966	20.6154	536	0.8426	0.6393	0.8426	0.9179
0.5966	20.6923	538	0.8481	0.6225	0.8481	0.9209
0.5966	20.7692	540	0.8770	0.6444	0.8770	0.9365
0.5966	20.8462	542	0.8926	0.6411	0.8926	0.9448
0.5966	20.9231	544	0.8815	0.6426	0.8815	0.9389
0.5966	21.0	546	0.8276	0.6262	0.8276	0.9097
0.5966	21.0769	548	0.7960	0.6359	0.7960	0.8922
0.5966	21.1538	550	0.7913	0.6351	0.7913	0.8895
0.5966	21.2308	552	0.7888	0.6366	0.7888	0.8881
0.5966	21.3077	554	0.7988	0.6417	0.7988	0.8938
0.5966	21.3846	556	0.8119	0.6240	0.8119	0.9010
0.5966	21.4615	558	0.8666	0.6464	0.8666	0.9309
0.5966	21.5385	560	0.8944	0.6370	0.8944	0.9457
0.5966	21.6154	562	0.9363	0.6276	0.9363	0.9676
0.5966	21.6923	564	0.9362	0.6276	0.9362	0.9676
0.5966	21.7692	566	0.8764	0.6484	0.8764	0.9362
0.5966	21.8462	568	0.8664	0.6569	0.8664	0.9308
0.5966	21.9231	570	0.8910	0.6454	0.8910	0.9439
0.5966	22.0	572	0.9538	0.6212	0.9538	0.9766
0.5966	22.0769	574	1.0581	0.5935	1.0581	1.0286
0.5966	22.1538	576	1.0592	0.6019	1.0592	1.0292
0.5966	22.2308	578	0.9628	0.6204	0.9628	0.9812
0.5966	22.3077	580	0.8591	0.6469	0.8591	0.9269
0.5966	22.3846	582	0.8388	0.6436	0.8388	0.9158
0.5966	22.4615	584	0.8610	0.6334	0.8610	0.9279
0.5966	22.5385	586	0.8950	0.6317	0.8950	0.9460
0.5966	22.6154	588	0.9007	0.6353	0.9007	0.9490
0.5966	22.6923	590	0.8590	0.6266	0.8590	0.9268
0.5966	22.7692	592	0.8016	0.6255	0.8016	0.8953
0.5966	22.8462	594	0.7879	0.6435	0.7879	0.8877
0.5966	22.9231	596	0.7988	0.6435	0.7988	0.8937
0.5966	23.0	598	0.8557	0.6162	0.8557	0.9250
0.5966	23.0769	600	0.9182	0.6309	0.9182	0.9582
0.5966	23.1538	602	0.9216	0.6267	0.9216	0.9600
0.5966	23.2308	604	0.8971	0.6312	0.8971	0.9472
0.5966	23.3077	606	0.8786	0.6158	0.8786	0.9373
0.5966	23.3846	608	0.8892	0.6123	0.8892	0.9430
0.5966	23.4615	610	0.9473	0.6305	0.9473	0.9733
0.5966	23.5385	612	0.9814	0.6223	0.9814	0.9907
0.5966	23.6154	614	0.9429	0.6169	0.9429	0.9710
0.5966	23.6923	616	0.9017	0.6278	0.9017	0.9496
0.5966	23.7692	618	0.8799	0.6074	0.8799	0.9380
0.5966	23.8462	620	0.8958	0.6067	0.8958	0.9465

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k10_task1_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k10_task1_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k10_task1_organization