Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0606	2	7.9245	-0.0474	7.9245	2.8151
No log	0.1212	4	5.5994	-0.0349	5.5994	2.3663
No log	0.1818	6	3.9285	0.0239	3.9285	1.9820
No log	0.2424	8	2.9459	0.0896	2.9459	1.7164
No log	0.3030	10	2.2272	0.1407	2.2272	1.4924
No log	0.3636	12	1.7317	0.1875	1.7317	1.3159
No log	0.4242	14	1.4887	0.1869	1.4887	1.2201
No log	0.4848	16	1.3692	0.1605	1.3692	1.1701
No log	0.5455	18	1.2033	0.2694	1.2033	1.0970
No log	0.6061	20	1.1126	0.3204	1.1126	1.0548
No log	0.6667	22	1.0896	0.3425	1.0896	1.0438
No log	0.7273	24	1.0699	0.4264	1.0699	1.0343
No log	0.7879	26	1.0659	0.4403	1.0659	1.0324
No log	0.8485	28	1.0870	0.3897	1.0870	1.0426
No log	0.9091	30	1.0859	0.3754	1.0859	1.0420
No log	0.9697	32	1.0394	0.4273	1.0394	1.0195
No log	1.0303	34	1.0319	0.4225	1.0319	1.0158
No log	1.0909	36	1.0602	0.3865	1.0602	1.0297
No log	1.1515	38	1.0621	0.4264	1.0621	1.0306
No log	1.2121	40	1.0278	0.4183	1.0278	1.0138
No log	1.2727	42	0.9445	0.4419	0.9445	0.9719
No log	1.3333	44	0.9274	0.4552	0.9274	0.9630
No log	1.3939	46	0.9469	0.4519	0.9469	0.9731
No log	1.4545	48	1.0066	0.4402	1.0066	1.0033
No log	1.5152	50	1.0533	0.4344	1.0533	1.0263
No log	1.5758	52	1.0582	0.4216	1.0582	1.0287
No log	1.6364	54	1.0511	0.4231	1.0511	1.0252
No log	1.6970	56	0.9990	0.4424	0.9990	0.9995
No log	1.7576	58	0.8999	0.5192	0.8999	0.9486
No log	1.8182	60	0.8293	0.5718	0.8293	0.9106
No log	1.8788	62	0.8130	0.5858	0.8130	0.9017
No log	1.9394	64	0.7899	0.5858	0.7899	0.8888
No log	2.0	66	0.7835	0.5751	0.7835	0.8852
No log	2.0606	68	0.7863	0.5749	0.7863	0.8867
No log	2.1212	70	0.8123	0.5799	0.8123	0.9013
No log	2.1818	72	0.7800	0.5804	0.7800	0.8832
No log	2.2424	74	0.7605	0.5894	0.7605	0.8720
No log	2.3030	76	0.7368	0.5955	0.7368	0.8583
No log	2.3636	78	0.7277	0.6144	0.7277	0.8531
No log	2.4242	80	0.7215	0.6170	0.7215	0.8494
No log	2.4848	82	0.7142	0.6280	0.7142	0.8451
No log	2.5455	84	0.6854	0.6342	0.6854	0.8279
No log	2.6061	86	0.6884	0.6332	0.6884	0.8297
No log	2.6667	88	0.6898	0.6323	0.6898	0.8305
No log	2.7273	90	0.7179	0.6215	0.7179	0.8473
No log	2.7879	92	0.7747	0.5980	0.7747	0.8802
No log	2.8485	94	0.7749	0.5959	0.7749	0.8803
No log	2.9091	96	0.7177	0.6255	0.7177	0.8472
No log	2.9697	98	0.6980	0.6671	0.6980	0.8355
No log	3.0303	100	0.7319	0.6277	0.7319	0.8555
No log	3.0909	102	0.7629	0.6144	0.7629	0.8735
No log	3.1515	104	0.7290	0.6319	0.7290	0.8538
No log	3.2121	106	0.7625	0.6051	0.7625	0.8732
No log	3.2727	108	0.8716	0.5920	0.8716	0.9336
No log	3.3333	110	0.8845	0.6164	0.8845	0.9405
No log	3.3939	112	0.7719	0.6076	0.7719	0.8786
No log	3.4545	114	0.6567	0.6466	0.6567	0.8104
No log	3.5152	116	0.6442	0.6724	0.6442	0.8026
No log	3.5758	118	0.6660	0.6621	0.6660	0.8161
No log	3.6364	120	0.6670	0.6590	0.6670	0.8167
No log	3.6970	122	0.6566	0.6759	0.6566	0.8103
No log	3.7576	124	0.6755	0.6618	0.6755	0.8219
No log	3.8182	126	0.6981	0.6654	0.6981	0.8355
No log	3.8788	128	0.6837	0.6545	0.6837	0.8269
No log	3.9394	130	0.6552	0.6694	0.6552	0.8095
No log	4.0	132	0.6584	0.6387	0.6584	0.8114
No log	4.0606	134	0.7103	0.6229	0.7103	0.8428
No log	4.1212	136	0.7216	0.5984	0.7216	0.8495
No log	4.1818	138	0.6928	0.6262	0.6928	0.8323
No log	4.2424	140	0.7491	0.6326	0.7491	0.8655
No log	4.3030	142	1.0104	0.5288	1.0104	1.0052
No log	4.3636	144	1.1949	0.4709	1.1949	1.0931
No log	4.4242	146	1.0837	0.5024	1.0837	1.0410
No log	4.4848	148	0.8405	0.6308	0.8405	0.9168
No log	4.5455	150	0.7027	0.6349	0.7027	0.8383
No log	4.6061	152	0.6892	0.6731	0.6892	0.8302
No log	4.6667	154	0.6896	0.6487	0.6896	0.8304
No log	4.7273	156	0.7006	0.6743	0.7006	0.8370
No log	4.7879	158	0.7146	0.6757	0.7146	0.8453
No log	4.8485	160	0.7208	0.6638	0.7208	0.8490
No log	4.9091	162	0.7728	0.6576	0.7728	0.8791
No log	4.9697	164	0.7876	0.6576	0.7876	0.8875
No log	5.0303	166	0.7836	0.6442	0.7836	0.8852
No log	5.0909	168	0.7304	0.6679	0.7304	0.8546
No log	5.1515	170	0.7354	0.6844	0.7354	0.8576
No log	5.2121	172	0.7692	0.6486	0.7692	0.8771
No log	5.2727	174	0.7749	0.6318	0.7749	0.8803
No log	5.3333	176	0.7654	0.6435	0.7654	0.8749
No log	5.3939	178	0.7337	0.6622	0.7337	0.8566
No log	5.4545	180	0.7299	0.6705	0.7299	0.8543
No log	5.5152	182	0.7310	0.6729	0.7310	0.8550
No log	5.5758	184	0.7367	0.6666	0.7367	0.8583
No log	5.6364	186	0.7126	0.6889	0.7126	0.8441
No log	5.6970	188	0.7325	0.6846	0.7325	0.8559
No log	5.7576	190	0.7844	0.6625	0.7844	0.8857
No log	5.8182	192	0.8099	0.6475	0.8099	0.9000
No log	5.8788	194	0.8587	0.6251	0.8587	0.9266
No log	5.9394	196	0.8661	0.6187	0.8661	0.9307
No log	6.0	198	0.8668	0.6058	0.8668	0.9310
No log	6.0606	200	0.7771	0.6279	0.7771	0.8815
No log	6.1212	202	0.7597	0.6649	0.7597	0.8716
No log	6.1818	204	0.7461	0.6830	0.7461	0.8638
No log	6.2424	206	0.7286	0.6762	0.7286	0.8536
No log	6.3030	208	0.7194	0.6831	0.7194	0.8482
No log	6.3636	210	0.6886	0.6998	0.6886	0.8298
No log	6.4242	212	0.6866	0.6844	0.6866	0.8286
No log	6.4848	214	0.6919	0.6797	0.6919	0.8318
No log	6.5455	216	0.7113	0.6550	0.7113	0.8434
No log	6.6061	218	0.7203	0.6616	0.7203	0.8487
No log	6.6667	220	0.7333	0.6633	0.7333	0.8563
No log	6.7273	222	0.7494	0.6897	0.7494	0.8657
No log	6.7879	224	0.7604	0.6897	0.7604	0.8720
No log	6.8485	226	0.7709	0.6346	0.7709	0.8780
No log	6.9091	228	0.8239	0.6158	0.8239	0.9077
No log	6.9697	230	0.8217	0.6103	0.8217	0.9065
No log	7.0303	232	0.7793	0.6355	0.7793	0.8828
No log	7.0909	234	0.8023	0.6737	0.8023	0.8957
No log	7.1515	236	0.8500	0.6091	0.8500	0.9220
No log	7.2121	238	0.7853	0.6819	0.7853	0.8862
No log	7.2727	240	0.7366	0.6829	0.7366	0.8583
No log	7.3333	242	0.7753	0.6320	0.7753	0.8805
No log	7.3939	244	0.7879	0.6099	0.7879	0.8876
No log	7.4545	246	0.7662	0.6810	0.7662	0.8753
No log	7.5152	248	0.7636	0.6897	0.7636	0.8738
No log	7.5758	250	0.7798	0.7031	0.7798	0.8831
No log	7.6364	252	0.7836	0.7044	0.7836	0.8852
No log	7.6970	254	0.7918	0.6537	0.7918	0.8898
No log	7.7576	256	0.8426	0.5986	0.8426	0.9179
No log	7.8182	258	0.9012	0.5596	0.9012	0.9493
No log	7.8788	260	0.8927	0.5653	0.8927	0.9448
No log	7.9394	262	0.7993	0.6480	0.7993	0.8940
No log	8.0	264	0.7800	0.6445	0.7800	0.8831
No log	8.0606	266	0.8095	0.6300	0.8095	0.8997
No log	8.1212	268	0.8885	0.5938	0.8885	0.9426
No log	8.1818	270	0.8876	0.5877	0.8876	0.9421
No log	8.2424	272	0.8767	0.5887	0.8767	0.9363
No log	8.3030	274	0.8130	0.6441	0.8130	0.9016
No log	8.3636	276	0.8015	0.6794	0.8015	0.8953
No log	8.4242	278	0.7950	0.6686	0.7950	0.8916
No log	8.4848	280	0.7967	0.6608	0.7967	0.8926
No log	8.5455	282	0.8002	0.6693	0.8002	0.8945
No log	8.6061	284	0.8042	0.6693	0.8042	0.8968
No log	8.6667	286	0.8117	0.6493	0.8117	0.9009
No log	8.7273	288	0.8769	0.6340	0.8769	0.9364
No log	8.7879	290	0.8826	0.5912	0.8826	0.9395
No log	8.8485	292	0.8349	0.6551	0.8349	0.9137
No log	8.9091	294	0.8179	0.6850	0.8179	0.9044
No log	8.9697	296	0.7900	0.6464	0.7900	0.8888
No log	9.0303	298	0.7862	0.6813	0.7862	0.8867
No log	9.0909	300	0.7936	0.6521	0.7936	0.8909
No log	9.1515	302	0.8399	0.6739	0.8399	0.9164
No log	9.2121	304	0.8436	0.6539	0.8436	0.9185
No log	9.2727	306	0.8451	0.6538	0.8451	0.9193
No log	9.3333	308	0.8569	0.6593	0.8569	0.9257
No log	9.3939	310	0.8438	0.6289	0.8438	0.9186
No log	9.4545	312	0.8579	0.6364	0.8579	0.9262
No log	9.5152	314	0.8572	0.6347	0.8572	0.9259
No log	9.5758	316	0.8970	0.6400	0.8970	0.9471
No log	9.6364	318	0.8838	0.6417	0.8838	0.9401
No log	9.6970	320	0.8742	0.6271	0.8742	0.9350
No log	9.7576	322	0.8907	0.6466	0.8907	0.9438
No log	9.8182	324	0.8648	0.6263	0.8648	0.9299
No log	9.8788	326	0.8774	0.6388	0.8774	0.9367
No log	9.9394	328	0.9018	0.6363	0.9018	0.9496
No log	10.0	330	0.9043	0.6329	0.9043	0.9509
No log	10.0606	332	0.9088	0.6096	0.9088	0.9533
No log	10.1212	334	0.9078	0.6382	0.9078	0.9528
No log	10.1818	336	0.9369	0.6295	0.9369	0.9680
No log	10.2424	338	1.0244	0.5765	1.0244	1.0121
No log	10.3030	340	1.1227	0.5224	1.1227	1.0596
No log	10.3636	342	1.1007	0.5309	1.1007	1.0492
No log	10.4242	344	1.0134	0.5790	1.0134	1.0067
No log	10.4848	346	0.9603	0.6341	0.9603	0.9800
No log	10.5455	348	0.9108	0.6436	0.9108	0.9544
No log	10.6061	350	0.9084	0.6569	0.9084	0.9531
No log	10.6667	352	0.8886	0.6471	0.8886	0.9427
No log	10.7273	354	0.8877	0.6593	0.8877	0.9422
No log	10.7879	356	0.9027	0.6577	0.9027	0.9501
No log	10.8485	358	0.9063	0.6467	0.9063	0.9520
No log	10.9091	360	0.8910	0.6081	0.8910	0.9439
No log	10.9697	362	0.8876	0.6168	0.8876	0.9421
No log	11.0303	364	0.8842	0.6032	0.8842	0.9403
No log	11.0909	366	0.8995	0.6430	0.8995	0.9484
No log	11.1515	368	0.9123	0.6454	0.9123	0.9552
No log	11.2121	370	0.8756	0.6413	0.8756	0.9357
No log	11.2727	372	0.8223	0.6255	0.8223	0.9068
No log	11.3333	374	0.8064	0.6432	0.8064	0.8980
No log	11.3939	376	0.8024	0.6243	0.8024	0.8958
No log	11.4545	378	0.8139	0.6409	0.8139	0.9022
No log	11.5152	380	0.8832	0.6014	0.8832	0.9398
No log	11.5758	382	0.8897	0.6263	0.8897	0.9432
No log	11.6364	384	0.8670	0.6466	0.8670	0.9311
No log	11.6970	386	0.9003	0.6417	0.9003	0.9488
No log	11.7576	388	0.9239	0.6489	0.9239	0.9612
No log	11.8182	390	0.9130	0.6133	0.9130	0.9555
No log	11.8788	392	0.9410	0.6298	0.9410	0.9700
No log	11.9394	394	1.0122	0.6126	1.0122	1.0061
No log	12.0	396	1.0124	0.5856	1.0124	1.0062
No log	12.0606	398	0.9473	0.6662	0.9472	0.9733
No log	12.1212	400	0.8873	0.6069	0.8873	0.9420
No log	12.1818	402	0.8786	0.6225	0.8786	0.9373
No log	12.2424	404	0.8749	0.6261	0.8749	0.9354
No log	12.3030	406	0.8931	0.6322	0.8931	0.9450
No log	12.3636	408	0.9595	0.6332	0.9595	0.9795
No log	12.4242	410	0.9545	0.6332	0.9545	0.9770
No log	12.4848	412	0.9133	0.6715	0.9133	0.9557
No log	12.5455	414	0.8566	0.6778	0.8566	0.9255
No log	12.6061	416	0.8277	0.6593	0.8277	0.9098
No log	12.6667	418	0.8281	0.6577	0.8281	0.9100
No log	12.7273	420	0.8512	0.6707	0.8512	0.9226
No log	12.7879	422	0.8573	0.6557	0.8573	0.9259
No log	12.8485	424	0.8629	0.6484	0.8629	0.9289
No log	12.9091	426	0.8828	0.6535	0.8828	0.9396
No log	12.9697	428	0.9034	0.6297	0.9034	0.9505
No log	13.0303	430	0.9344	0.6351	0.9344	0.9667
No log	13.0909	432	0.9646	0.6512	0.9646	0.9821
No log	13.1515	434	1.0293	0.6156	1.0293	1.0146
No log	13.2121	436	1.0541	0.6061	1.0541	1.0267
No log	13.2727	438	1.0116	0.6264	1.0116	1.0058
No log	13.3333	440	0.9845	0.6437	0.9845	0.9922
No log	13.3939	442	0.9764	0.6272	0.9764	0.9881
No log	13.4545	444	0.9724	0.6333	0.9724	0.9861
No log	13.5152	446	0.9772	0.6573	0.9772	0.9885
No log	13.5758	448	1.0108	0.6094	1.0108	1.0054
No log	13.6364	450	0.9840	0.6303	0.9840	0.9920
No log	13.6970	452	0.9077	0.6713	0.9077	0.9527
No log	13.7576	454	0.8736	0.6492	0.8736	0.9347
No log	13.8182	456	0.8797	0.6650	0.8797	0.9379
No log	13.8788	458	0.9040	0.6749	0.9040	0.9508
No log	13.9394	460	0.9111	0.6749	0.9111	0.9545
No log	14.0	462	0.9592	0.6623	0.9592	0.9794
No log	14.0606	464	0.9737	0.6361	0.9737	0.9868
No log	14.1212	466	0.9992	0.6361	0.9992	0.9996
No log	14.1818	468	1.0485	0.6003	1.0485	1.0240
No log	14.2424	470	1.0643	0.5402	1.0643	1.0317
No log	14.3030	472	1.0134	0.5889	1.0134	1.0067
No log	14.3636	474	0.9511	0.6193	0.9511	0.9753
No log	14.4242	476	0.8933	0.6628	0.8933	0.9451
No log	14.4848	478	0.8666	0.6602	0.8666	0.9309
No log	14.5455	480	0.8718	0.6606	0.8718	0.9337
No log	14.6061	482	0.9178	0.6477	0.9178	0.9580
No log	14.6667	484	0.9461	0.6477	0.9461	0.9727
No log	14.7273	486	0.9317	0.6220	0.9317	0.9653
No log	14.7879	488	0.9459	0.5884	0.9459	0.9726
No log	14.8485	490	0.9350	0.6001	0.9350	0.9670
No log	14.9091	492	0.9342	0.6001	0.9342	0.9665
No log	14.9697	494	0.9362	0.5932	0.9362	0.9676
No log	15.0303	496	0.9423	0.6090	0.9423	0.9707
No log	15.0909	498	0.9376	0.6033	0.9376	0.9683
0.6026	15.1515	500	0.9460	0.6354	0.9460	0.9726
0.6026	15.2121	502	0.9332	0.6319	0.9332	0.9660
0.6026	15.2727	504	0.9166	0.6469	0.9166	0.9574
0.6026	15.3333	506	0.9057	0.6469	0.9057	0.9517
0.6026	15.3939	508	0.8734	0.6363	0.8734	0.9345
0.6026	15.4545	510	0.9064	0.6432	0.9064	0.9521
0.6026	15.5152	512	0.9239	0.6175	0.9239	0.9612
0.6026	15.5758	514	0.9375	0.5937	0.9375	0.9683
0.6026	15.6364	516	0.8933	0.6328	0.8933	0.9451
0.6026	15.6970	518	0.8752	0.6250	0.8752	0.9355
0.6026	15.7576	520	0.8931	0.6179	0.8931	0.9450

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k13_task1_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k13_task1_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k13_task1_organization