Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0606	2	6.5116	-0.0278	6.5116	2.5518
No log	0.1212	4	4.3528	-0.0314	4.3528	2.0863
No log	0.1818	6	2.9858	-0.0025	2.9858	1.7279
No log	0.2424	8	2.1845	0.0047	2.1845	1.4780
No log	0.3030	10	1.6752	-0.0151	1.6752	1.2943
No log	0.3636	12	1.4150	-0.0391	1.4150	1.1895
No log	0.4242	14	1.1523	-0.0309	1.1523	1.0735
No log	0.4848	16	1.0592	-0.0054	1.0592	1.0292
No log	0.5455	18	1.0022	-0.0289	1.0022	1.0011
No log	0.6061	20	0.8924	0.0289	0.8924	0.9447
No log	0.6667	22	0.7751	0.1694	0.7751	0.8804
No log	0.7273	24	0.7204	0.1992	0.7204	0.8488
No log	0.7879	26	0.7038	0.1992	0.7038	0.8389
No log	0.8485	28	0.7060	0.1875	0.7060	0.8402
No log	0.9091	30	0.7302	0.1881	0.7302	0.8545
No log	0.9697	32	0.7936	0.1605	0.7936	0.8908
No log	1.0303	34	0.8615	0.0673	0.8615	0.9282
No log	1.0909	36	0.8557	0.1474	0.8557	0.9250
No log	1.1515	38	0.7943	0.2052	0.7943	0.8912
No log	1.2121	40	0.7212	0.2333	0.7212	0.8493
No log	1.2727	42	0.6622	0.2333	0.6622	0.8137
No log	1.3333	44	0.6503	0.2543	0.6503	0.8064
No log	1.3939	46	0.6644	0.2457	0.6644	0.8151
No log	1.4545	48	0.6756	0.2415	0.6756	0.8220
No log	1.5152	50	0.7093	0.2880	0.7093	0.8422
No log	1.5758	52	0.7477	0.2974	0.7477	0.8647
No log	1.6364	54	0.7208	0.3126	0.7208	0.8490
No log	1.6970	56	0.6663	0.2955	0.6663	0.8163
No log	1.7576	58	0.6445	0.3434	0.6445	0.8028
No log	1.8182	60	0.6200	0.3832	0.6200	0.7874
No log	1.8788	62	0.6081	0.3975	0.6081	0.7798
No log	1.9394	64	0.6196	0.4255	0.6196	0.7871
No log	2.0	66	0.6527	0.4524	0.6527	0.8079
No log	2.0606	68	0.6655	0.4267	0.6655	0.8158
No log	2.1212	70	0.6386	0.4699	0.6386	0.7991
No log	2.1818	72	0.6524	0.4064	0.6524	0.8077
No log	2.2424	74	0.6511	0.3846	0.6511	0.8069
No log	2.3030	76	0.6255	0.4506	0.6255	0.7909
No log	2.3636	78	0.6026	0.4671	0.6026	0.7762
No log	2.4242	80	0.5992	0.4698	0.5992	0.7741
No log	2.4848	82	0.6196	0.4634	0.6196	0.7872
No log	2.5455	84	0.6328	0.4835	0.6328	0.7955
No log	2.6061	86	0.6035	0.4688	0.6035	0.7769
No log	2.6667	88	0.5816	0.4609	0.5816	0.7626
No log	2.7273	90	0.5916	0.4543	0.5916	0.7692
No log	2.7879	92	0.6084	0.4260	0.6084	0.7800
No log	2.8485	94	0.6343	0.4626	0.6343	0.7964
No log	2.9091	96	0.6439	0.4589	0.6439	0.8024
No log	2.9697	98	0.6325	0.4570	0.6325	0.7953
No log	3.0303	100	0.5970	0.4678	0.5970	0.7727
No log	3.0909	102	0.5659	0.4614	0.5659	0.7522
No log	3.1515	104	0.5554	0.4768	0.5554	0.7453
No log	3.2121	106	0.5467	0.4895	0.5467	0.7394
No log	3.2727	108	0.5724	0.5157	0.5724	0.7565
No log	3.3333	110	0.6053	0.4569	0.6053	0.7780
No log	3.3939	112	0.6319	0.4748	0.6319	0.7949
No log	3.4545	114	0.6850	0.4472	0.6850	0.8276
No log	3.5152	116	0.6899	0.4622	0.6899	0.8306
No log	3.5758	118	0.6597	0.4527	0.6597	0.8122
No log	3.6364	120	0.6427	0.4607	0.6427	0.8017
No log	3.6970	122	0.6186	0.4751	0.6186	0.7865
No log	3.7576	124	0.6381	0.4598	0.6381	0.7988
No log	3.8182	126	0.6375	0.4648	0.6375	0.7984
No log	3.8788	128	0.6124	0.4638	0.6124	0.7826
No log	3.9394	130	0.6020	0.5178	0.6020	0.7759
No log	4.0	132	0.5924	0.4466	0.5924	0.7697
No log	4.0606	134	0.5996	0.4959	0.5996	0.7744
No log	4.1212	136	0.6099	0.4512	0.6099	0.7810
No log	4.1818	138	0.6507	0.4390	0.6507	0.8067
No log	4.2424	140	0.7177	0.5030	0.7177	0.8472
No log	4.3030	142	0.7524	0.4616	0.7524	0.8674
No log	4.3636	144	0.6924	0.4792	0.6924	0.8321
No log	4.4242	146	0.6299	0.5120	0.6299	0.7936
No log	4.4848	148	0.6147	0.5120	0.6147	0.7841
No log	4.5455	150	0.6245	0.5347	0.6245	0.7902
No log	4.6061	152	0.6121	0.5205	0.6121	0.7823
No log	4.6667	154	0.6051	0.5142	0.6051	0.7779
No log	4.7273	156	0.6151	0.4997	0.6151	0.7843
No log	4.7879	158	0.6110	0.4755	0.6110	0.7817
No log	4.8485	160	0.6132	0.5090	0.6132	0.7831
No log	4.9091	162	0.6456	0.5345	0.6456	0.8035
No log	4.9697	164	0.7335	0.4916	0.7335	0.8564
No log	5.0303	166	0.7687	0.4816	0.7687	0.8768
No log	5.0909	168	0.7037	0.5307	0.7037	0.8389
No log	5.1515	170	0.6575	0.5865	0.6575	0.8109
No log	5.2121	172	0.6413	0.5440	0.6413	0.8008
No log	5.2727	174	0.6494	0.5599	0.6494	0.8058
No log	5.3333	176	0.6758	0.5349	0.6758	0.8221
No log	5.3939	178	0.7184	0.5325	0.7184	0.8476
No log	5.4545	180	0.6916	0.4862	0.6916	0.8316
No log	5.5152	182	0.6629	0.5100	0.6629	0.8142
No log	5.5758	184	0.6479	0.4773	0.6479	0.8049
No log	5.6364	186	0.6198	0.4776	0.6198	0.7873
No log	5.6970	188	0.6168	0.4857	0.6168	0.7854
No log	5.7576	190	0.6900	0.5089	0.6900	0.8306
No log	5.8182	192	0.7514	0.5078	0.7514	0.8668
No log	5.8788	194	0.7102	0.5172	0.7102	0.8427
No log	5.9394	196	0.6358	0.4961	0.6358	0.7974
No log	6.0	198	0.6179	0.4748	0.6179	0.7860
No log	6.0606	200	0.6362	0.4836	0.6362	0.7976
No log	6.1212	202	0.6436	0.5071	0.6436	0.8022
No log	6.1818	204	0.6630	0.5461	0.6630	0.8142
No log	6.2424	206	0.7679	0.5118	0.7679	0.8763
No log	6.3030	208	0.7884	0.5038	0.7884	0.8879
No log	6.3636	210	0.7282	0.4962	0.7282	0.8533
No log	6.4242	212	0.6853	0.5246	0.6853	0.8278
No log	6.4848	214	0.6819	0.5425	0.6819	0.8257
No log	6.5455	216	0.6849	0.5333	0.6849	0.8276
No log	6.6061	218	0.6923	0.5136	0.6923	0.8320
No log	6.6667	220	0.7042	0.5077	0.7042	0.8392
No log	6.7273	222	0.7105	0.4983	0.7105	0.8429
No log	6.7879	224	0.7034	0.4978	0.7034	0.8387
No log	6.8485	226	0.6990	0.5169	0.6990	0.8360
No log	6.9091	228	0.6989	0.5088	0.6989	0.8360
No log	6.9697	230	0.7113	0.5196	0.7113	0.8434
No log	7.0303	232	0.7955	0.4762	0.7955	0.8919
No log	7.0909	234	0.8569	0.4933	0.8569	0.9257
No log	7.1515	236	0.7816	0.4922	0.7816	0.8841
No log	7.2121	238	0.7019	0.5582	0.7019	0.8378
No log	7.2727	240	0.6765	0.5696	0.6765	0.8225
No log	7.3333	242	0.6451	0.5611	0.6451	0.8032
No log	7.3939	244	0.6290	0.5611	0.6290	0.7931
No log	7.4545	246	0.6239	0.5625	0.6239	0.7898
No log	7.5152	248	0.6236	0.5794	0.6236	0.7897
No log	7.5758	250	0.6383	0.5655	0.6383	0.7990
No log	7.6364	252	0.6657	0.5507	0.6657	0.8159
No log	7.6970	254	0.7091	0.5070	0.7091	0.8421
No log	7.7576	256	0.7289	0.5481	0.7289	0.8537
No log	7.8182	258	0.7366	0.4936	0.7366	0.8583
No log	7.8788	260	0.7729	0.4978	0.7729	0.8791
No log	7.9394	262	0.7711	0.4977	0.7711	0.8781
No log	8.0	264	0.7368	0.4962	0.7368	0.8584
No log	8.0606	266	0.7135	0.5277	0.7135	0.8447
No log	8.1212	268	0.7603	0.4894	0.7603	0.8720
No log	8.1818	270	0.8045	0.4954	0.8045	0.8969
No log	8.2424	272	0.7461	0.4987	0.7461	0.8638
No log	8.3030	274	0.6616	0.5160	0.6616	0.8134
No log	8.3636	276	0.6516	0.4821	0.6516	0.8072
No log	8.4242	278	0.6920	0.4551	0.6920	0.8319
No log	8.4848	280	0.6879	0.4607	0.6879	0.8294
No log	8.5455	282	0.6396	0.4923	0.6396	0.7997
No log	8.6061	284	0.6244	0.5423	0.6244	0.7902
No log	8.6667	286	0.6393	0.5430	0.6393	0.7996
No log	8.7273	288	0.6599	0.5256	0.6599	0.8124
No log	8.7879	290	0.6689	0.5430	0.6689	0.8179
No log	8.8485	292	0.6827	0.5127	0.6827	0.8263
No log	8.9091	294	0.6977	0.5297	0.6977	0.8353
No log	8.9697	296	0.6977	0.5306	0.6977	0.8353
No log	9.0303	298	0.7410	0.4848	0.7410	0.8608
No log	9.0909	300	0.7882	0.4709	0.7882	0.8878
No log	9.1515	302	0.7457	0.4946	0.7457	0.8635
No log	9.2121	304	0.7256	0.5493	0.7256	0.8518
No log	9.2727	306	0.7322	0.5143	0.7322	0.8557
No log	9.3333	308	0.7180	0.5036	0.7180	0.8473
No log	9.3939	310	0.6949	0.5423	0.6949	0.8336
No log	9.4545	312	0.6838	0.5158	0.6838	0.8270
No log	9.5152	314	0.6724	0.5079	0.6724	0.8200
No log	9.5758	316	0.6535	0.5129	0.6535	0.8084
No log	9.6364	318	0.6338	0.5456	0.6338	0.7961
No log	9.6970	320	0.6285	0.5486	0.6285	0.7928
No log	9.7576	322	0.6201	0.5518	0.6201	0.7875
No log	9.8182	324	0.6228	0.6010	0.6228	0.7892
No log	9.8788	326	0.6300	0.5766	0.6300	0.7937
No log	9.9394	328	0.6485	0.5669	0.6485	0.8053
No log	10.0	330	0.7062	0.5159	0.7062	0.8403
No log	10.0606	332	0.7140	0.5165	0.7140	0.8450
No log	10.1212	334	0.6807	0.5358	0.6807	0.8250
No log	10.1818	336	0.6809	0.5254	0.6809	0.8252
No log	10.2424	338	0.6917	0.5388	0.6917	0.8317
No log	10.3030	340	0.6886	0.5437	0.6886	0.8298
No log	10.3636	342	0.7008	0.5222	0.7008	0.8372
No log	10.4242	344	0.7202	0.5091	0.7202	0.8486
No log	10.4848	346	0.7096	0.5301	0.7096	0.8424
No log	10.5455	348	0.7038	0.5680	0.7038	0.8390
No log	10.6061	350	0.6920	0.5595	0.6920	0.8319
No log	10.6667	352	0.6819	0.5430	0.6819	0.8258
No log	10.7273	354	0.6757	0.5444	0.6757	0.8220
No log	10.7879	356	0.6668	0.5397	0.6668	0.8166
No log	10.8485	358	0.6629	0.5137	0.6629	0.8142
No log	10.9091	360	0.6507	0.5151	0.6507	0.8067
No log	10.9697	362	0.6457	0.5189	0.6457	0.8036
No log	11.0303	364	0.6772	0.4967	0.6772	0.8229
No log	11.0909	366	0.6823	0.5035	0.6823	0.8260
No log	11.1515	368	0.6824	0.5145	0.6824	0.8261
No log	11.2121	370	0.6835	0.5029	0.6835	0.8268
No log	11.2727	372	0.6599	0.5250	0.6599	0.8123
No log	11.3333	374	0.6731	0.5231	0.6731	0.8204
No log	11.3939	376	0.6739	0.5226	0.6739	0.8209
No log	11.4545	378	0.6631	0.5364	0.6631	0.8143
No log	11.5152	380	0.6842	0.5087	0.6842	0.8272
No log	11.5758	382	0.6911	0.5192	0.6911	0.8313
No log	11.6364	384	0.6911	0.5192	0.6911	0.8313
No log	11.6970	386	0.6547	0.5252	0.6547	0.8091
No log	11.7576	388	0.6454	0.5346	0.6454	0.8034
No log	11.8182	390	0.6552	0.5414	0.6552	0.8095
No log	11.8788	392	0.6327	0.5409	0.6327	0.7954
No log	11.9394	394	0.6275	0.5065	0.6275	0.7921
No log	12.0	396	0.6497	0.4944	0.6497	0.8060
No log	12.0606	398	0.6644	0.4889	0.6644	0.8151
No log	12.1212	400	0.6683	0.4804	0.6683	0.8175
No log	12.1818	402	0.6890	0.4706	0.6890	0.8300
No log	12.2424	404	0.7063	0.5018	0.7063	0.8404
No log	12.3030	406	0.6992	0.4653	0.6992	0.8362
No log	12.3636	408	0.6882	0.5006	0.6882	0.8296
No log	12.4242	410	0.6798	0.5009	0.6798	0.8245
No log	12.4848	412	0.6868	0.4915	0.6868	0.8288
No log	12.5455	414	0.6861	0.5167	0.6861	0.8283
No log	12.6061	416	0.7021	0.5354	0.7021	0.8379
No log	12.6667	418	0.7519	0.4994	0.7519	0.8671
No log	12.7273	420	0.7409	0.5473	0.7409	0.8608
No log	12.7879	422	0.7045	0.5123	0.7045	0.8394
No log	12.8485	424	0.7268	0.4691	0.7268	0.8525
No log	12.9091	426	0.7485	0.4875	0.7485	0.8651
No log	12.9697	428	0.7393	0.5022	0.7393	0.8598
No log	13.0303	430	0.7528	0.5079	0.7528	0.8676
No log	13.0909	432	0.7593	0.5052	0.7593	0.8714
No log	13.1515	434	0.7400	0.4972	0.7400	0.8602
No log	13.2121	436	0.7135	0.5351	0.7135	0.8447
No log	13.2727	438	0.6974	0.5322	0.6974	0.8351
No log	13.3333	440	0.6821	0.5244	0.6821	0.8259
No log	13.3939	442	0.6680	0.5119	0.6680	0.8173
No log	13.4545	444	0.6649	0.4797	0.6649	0.8154
No log	13.5152	446	0.6625	0.5231	0.6625	0.8139
No log	13.5758	448	0.6571	0.5337	0.6571	0.8106
No log	13.6364	450	0.6472	0.5277	0.6472	0.8045
No log	13.6970	452	0.6424	0.5397	0.6424	0.8015
No log	13.7576	454	0.6526	0.5301	0.6526	0.8078
No log	13.8182	456	0.6447	0.5521	0.6447	0.8029
No log	13.8788	458	0.6529	0.5087	0.6529	0.8080
No log	13.9394	460	0.6728	0.5041	0.6728	0.8203
No log	14.0	462	0.7040	0.4868	0.7040	0.8391
No log	14.0606	464	0.7161	0.4915	0.7161	0.8462
No log	14.1212	466	0.6850	0.5045	0.6850	0.8276
No log	14.1818	468	0.6675	0.5508	0.6675	0.8170
No log	14.2424	470	0.6628	0.5539	0.6628	0.8141
No log	14.3030	472	0.6425	0.5582	0.6425	0.8016
No log	14.3636	474	0.6333	0.5243	0.6333	0.7958
No log	14.4242	476	0.6375	0.5280	0.6375	0.7984
No log	14.4848	478	0.6376	0.5371	0.6376	0.7985
No log	14.5455	480	0.6402	0.5384	0.6402	0.8001
No log	14.6061	482	0.6393	0.5243	0.6393	0.7995
No log	14.6667	484	0.6482	0.5367	0.6482	0.8051
No log	14.7273	486	0.6586	0.5430	0.6586	0.8116
No log	14.7879	488	0.6711	0.5167	0.6711	0.8192
No log	14.8485	490	0.6766	0.5173	0.6766	0.8225
No log	14.9091	492	0.6746	0.5260	0.6746	0.8214
No log	14.9697	494	0.6684	0.5236	0.6684	0.8175
No log	15.0303	496	0.6504	0.5236	0.6504	0.8065
No log	15.0909	498	0.6387	0.5368	0.6387	0.7992
0.5216	15.1515	500	0.6442	0.5178	0.6442	0.8026
0.5216	15.2121	502	0.6416	0.5292	0.6416	0.8010
0.5216	15.2727	504	0.6414	0.5381	0.6414	0.8009
0.5216	15.3333	506	0.6450	0.5460	0.6450	0.8031
0.5216	15.3939	508	0.6621	0.5439	0.6621	0.8137
0.5216	15.4545	510	0.6745	0.5513	0.6745	0.8213
0.5216	15.5152	512	0.6592	0.5793	0.6592	0.8119
0.5216	15.5758	514	0.6433	0.5291	0.6433	0.8021
0.5216	15.6364	516	0.6740	0.5147	0.6740	0.8210
0.5216	15.6970	518	0.7104	0.4939	0.7104	0.8429
0.5216	15.7576	520	0.7049	0.5147	0.7049	0.8396
0.5216	15.8182	522	0.6923	0.5023	0.6923	0.8320
0.5216	15.8788	524	0.6942	0.5246	0.6942	0.8332
0.5216	15.9394	526	0.7024	0.5397	0.7024	0.8381
0.5216	16.0	528	0.7069	0.5256	0.7069	0.8408
0.5216	16.0606	530	0.7099	0.5267	0.7099	0.8425
0.5216	16.1212	532	0.7286	0.4972	0.7286	0.8536
0.5216	16.1818	534	0.7574	0.4664	0.7574	0.8703
0.5216	16.2424	536	0.7290	0.4614	0.7290	0.8538
0.5216	16.3030	538	0.6926	0.4836	0.6926	0.8322
0.5216	16.3636	540	0.6582	0.5176	0.6582	0.8113

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k13_task2_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k13_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k13_task2_organization