Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0339	2	4.1954	-0.0344	4.1954	2.0483
No log	0.0678	4	2.1383	0.0432	2.1383	1.4623
No log	0.1017	6	1.4038	0.0319	1.4038	1.1848
No log	0.1356	8	1.0720	-0.0342	1.0720	1.0354
No log	0.1695	10	0.8224	0.1280	0.8224	0.9069
No log	0.2034	12	0.9683	-0.1165	0.9683	0.9840
No log	0.2373	14	1.3080	-0.0724	1.3080	1.1437
No log	0.2712	16	0.9543	0.0068	0.9543	0.9769
No log	0.3051	18	0.7465	0.1881	0.7465	0.8640
No log	0.3390	20	0.7265	0.2061	0.7265	0.8524
No log	0.3729	22	0.7987	-0.0347	0.7987	0.8937
No log	0.4068	24	0.8484	-0.0098	0.8484	0.9211
No log	0.4407	26	0.8177	0.0225	0.8177	0.9042
No log	0.4746	28	0.9541	0.0159	0.9541	0.9768
No log	0.5085	30	1.4198	0.0	1.4198	1.1916
No log	0.5424	32	1.6116	0.0046	1.6116	1.2695
No log	0.5763	34	1.5833	-0.0067	1.5833	1.2583
No log	0.6102	36	1.3136	0.0	1.3136	1.1461
No log	0.6441	38	0.9525	0.0	0.9525	0.9760
No log	0.6780	40	0.7854	0.0605	0.7854	0.8862
No log	0.7119	42	0.6796	0.3376	0.6796	0.8244
No log	0.7458	44	0.7014	0.2693	0.7014	0.8375
No log	0.7797	46	0.7590	0.0762	0.7590	0.8712
No log	0.8136	48	0.8840	-0.1048	0.8840	0.9402
No log	0.8475	50	0.7304	0.1882	0.7304	0.8546
No log	0.8814	52	0.7216	0.1745	0.7216	0.8495
No log	0.9153	54	0.7104	0.1924	0.7104	0.8429
No log	0.9492	56	0.6956	0.1876	0.6956	0.8340
No log	0.9831	58	0.6907	0.1882	0.6907	0.8311
No log	1.0169	60	0.7827	0.1658	0.7827	0.8847
No log	1.0508	62	0.8482	0.0781	0.8482	0.9210
No log	1.0847	64	0.8631	0.0781	0.8631	0.9290
No log	1.1186	66	0.7684	0.2052	0.7684	0.8766
No log	1.1525	68	0.7351	0.1756	0.7351	0.8574
No log	1.1864	70	0.8235	0.1901	0.8235	0.9075
No log	1.2203	72	0.7186	0.2250	0.7186	0.8477
No log	1.2542	74	0.6725	0.2595	0.6725	0.8201
No log	1.2881	76	0.6578	0.2421	0.6578	0.8110
No log	1.3220	78	0.6859	0.3193	0.6859	0.8282
No log	1.3559	80	1.0013	0.1491	1.0013	1.0007
No log	1.3898	82	1.2192	0.1678	1.2192	1.1042
No log	1.4237	84	0.9829	0.1261	0.9829	0.9914
No log	1.4576	86	0.7434	0.1856	0.7434	0.8622
No log	1.4915	88	0.7151	0.2414	0.7151	0.8456
No log	1.5254	90	0.6712	0.2878	0.6712	0.8192
No log	1.5593	92	0.6463	0.3248	0.6463	0.8039
No log	1.5932	94	0.6431	0.2464	0.6431	0.8019
No log	1.6271	96	0.6418	0.2621	0.6418	0.8011
No log	1.6610	98	0.6632	0.2534	0.6632	0.8144
No log	1.6949	100	0.7794	0.2346	0.7794	0.8828
No log	1.7288	102	0.7719	0.2383	0.7719	0.8786
No log	1.7627	104	0.7598	0.2563	0.7598	0.8717
No log	1.7966	106	0.7702	0.2875	0.7702	0.8776
No log	1.8305	108	0.7522	0.3147	0.7522	0.8673
No log	1.8644	110	0.8159	0.2700	0.8159	0.9032
No log	1.8983	112	0.8729	0.2812	0.8729	0.9343
No log	1.9322	114	1.0689	0.2641	1.0689	1.0339
No log	1.9661	116	1.0883	0.2835	1.0883	1.0432
No log	2.0	118	1.0602	0.2741	1.0602	1.0296
No log	2.0339	120	0.9816	0.2955	0.9816	0.9908
No log	2.0678	122	0.9700	0.2491	0.9700	0.9849
No log	2.1017	124	0.9812	0.2615	0.9812	0.9906
No log	2.1356	126	0.8768	0.2513	0.8768	0.9364
No log	2.1695	128	0.8075	0.2891	0.8075	0.8986
No log	2.2034	130	0.7826	0.3193	0.7826	0.8846
No log	2.2373	132	0.7404	0.3188	0.7404	0.8605
No log	2.2712	134	0.7485	0.3113	0.7485	0.8652
No log	2.3051	136	0.7932	0.3062	0.7932	0.8906
No log	2.3390	138	0.8526	0.2707	0.8526	0.9234
No log	2.3729	140	0.9085	0.2455	0.9085	0.9532
No log	2.4068	142	0.8926	0.2771	0.8926	0.9448
No log	2.4407	144	0.9249	0.3816	0.9249	0.9617
No log	2.4746	146	1.3905	0.1997	1.3905	1.1792
No log	2.5085	148	1.4683	0.2024	1.4683	1.2117
No log	2.5424	150	1.1117	0.2850	1.1117	1.0544
No log	2.5763	152	0.8885	0.3104	0.8885	0.9426
No log	2.6102	154	0.9053	0.2974	0.9053	0.9515
No log	2.6441	156	0.8828	0.3451	0.8828	0.9396
No log	2.6780	158	0.9273	0.3545	0.9273	0.9630
No log	2.7119	160	1.0018	0.2786	1.0018	1.0009
No log	2.7458	162	0.9156	0.3145	0.9156	0.9568
No log	2.7797	164	0.8051	0.3556	0.8051	0.8973
No log	2.8136	166	0.8458	0.3133	0.8458	0.9196
No log	2.8475	168	0.7573	0.3484	0.7573	0.8702
No log	2.8814	170	0.7746	0.3323	0.7746	0.8801
No log	2.9153	172	0.9618	0.2955	0.9618	0.9807
No log	2.9492	174	0.9822	0.2955	0.9822	0.9910
No log	2.9831	176	0.8686	0.3164	0.8686	0.9320
No log	3.0169	178	0.8019	0.3709	0.8019	0.8955
No log	3.0508	180	0.7984	0.3788	0.7984	0.8935
No log	3.0847	182	0.7836	0.3620	0.7836	0.8852
No log	3.1186	184	0.8272	0.3372	0.8272	0.9095
No log	3.1525	186	0.8750	0.3553	0.8750	0.9354
No log	3.1864	188	0.9390	0.3445	0.9390	0.9690
No log	3.2203	190	0.8705	0.3296	0.8705	0.9330
No log	3.2542	192	0.7750	0.3936	0.7750	0.8804
No log	3.2881	194	0.7478	0.3760	0.7478	0.8648
No log	3.3220	196	0.8215	0.3856	0.8215	0.9063
No log	3.3559	198	0.8045	0.3856	0.8045	0.8969
No log	3.3898	200	0.7688	0.4261	0.7688	0.8768
No log	3.4237	202	0.7434	0.3820	0.7434	0.8622
No log	3.4576	204	0.7833	0.3827	0.7833	0.8850
No log	3.4915	206	0.8051	0.4371	0.8051	0.8973
No log	3.5254	208	0.7917	0.4550	0.7917	0.8898
No log	3.5593	210	0.7855	0.3841	0.7855	0.8863
No log	3.5932	212	0.8123	0.3900	0.8123	0.9013
No log	3.6271	214	0.8139	0.4197	0.8139	0.9022
No log	3.6610	216	0.7551	0.3657	0.7551	0.8690
No log	3.6949	218	0.7535	0.4026	0.7535	0.8680
No log	3.7288	220	0.8382	0.3830	0.8382	0.9156
No log	3.7627	222	0.8452	0.3747	0.8452	0.9193
No log	3.7966	224	0.7492	0.3632	0.7492	0.8656
No log	3.8305	226	0.6960	0.4254	0.6960	0.8343
No log	3.8644	228	0.7164	0.4137	0.7164	0.8464
No log	3.8983	230	0.7354	0.3996	0.7354	0.8575
No log	3.9322	232	0.7139	0.4254	0.7139	0.8449
No log	3.9661	234	0.7700	0.4185	0.7701	0.8775
No log	4.0	236	0.8734	0.3710	0.8734	0.9346
No log	4.0339	238	0.8632	0.3734	0.8632	0.9291
No log	4.0678	240	0.8041	0.4154	0.8041	0.8967
No log	4.1017	242	0.7848	0.4919	0.7848	0.8859
No log	4.1356	244	0.8251	0.3742	0.8251	0.9083
No log	4.1695	246	0.7830	0.3743	0.7830	0.8849
No log	4.2034	248	0.7256	0.4568	0.7256	0.8518
No log	4.2373	250	0.7347	0.4272	0.7347	0.8572
No log	4.2712	252	0.7706	0.4086	0.7706	0.8778
No log	4.3051	254	0.7399	0.4250	0.7399	0.8602
No log	4.3390	256	0.7166	0.4570	0.7166	0.8465
No log	4.3729	258	0.7299	0.4696	0.7299	0.8543
No log	4.4068	260	0.7904	0.3990	0.7904	0.8891
No log	4.4407	262	0.8557	0.3970	0.8557	0.9251
No log	4.4746	264	0.8060	0.4385	0.8060	0.8978
No log	4.5085	266	0.7683	0.4801	0.7683	0.8765
No log	4.5424	268	0.7902	0.4861	0.7902	0.8889
No log	4.5763	270	0.7698	0.4861	0.7698	0.8774
No log	4.6102	272	0.7018	0.5099	0.7018	0.8377
No log	4.6441	274	0.6499	0.5098	0.6499	0.8062
No log	4.6780	276	0.6659	0.4443	0.6659	0.8160
No log	4.7119	278	0.6823	0.3876	0.6823	0.8260
No log	4.7458	280	0.6476	0.3821	0.6476	0.8047
No log	4.7797	282	0.6172	0.4496	0.6172	0.7856
No log	4.8136	284	0.6244	0.4923	0.6244	0.7902
No log	4.8475	286	0.6575	0.4626	0.6575	0.8109
No log	4.8814	288	0.7095	0.4594	0.7095	0.8423
No log	4.9153	290	0.7409	0.4853	0.7409	0.8608
No log	4.9492	292	0.7533	0.4394	0.7533	0.8679
No log	4.9831	294	0.7546	0.4537	0.7546	0.8687
No log	5.0169	296	0.7576	0.4260	0.7576	0.8704
No log	5.0508	298	0.7534	0.4417	0.7534	0.8680
No log	5.0847	300	0.7490	0.4773	0.7490	0.8654
No log	5.1186	302	0.7376	0.4878	0.7376	0.8588
No log	5.1525	304	0.6986	0.4912	0.6986	0.8358
No log	5.1864	306	0.6869	0.3959	0.6869	0.8288
No log	5.2203	308	0.7264	0.3865	0.7264	0.8523
No log	5.2542	310	0.7081	0.3792	0.7081	0.8415
No log	5.2881	312	0.6643	0.4387	0.6643	0.8151
No log	5.3220	314	0.6785	0.5066	0.6785	0.8237
No log	5.3559	316	0.7506	0.4898	0.7506	0.8664
No log	5.3898	318	0.7487	0.4898	0.7487	0.8653
No log	5.4237	320	0.7206	0.4857	0.7206	0.8489
No log	5.4576	322	0.6868	0.5389	0.6868	0.8287
No log	5.4915	324	0.6930	0.4975	0.6930	0.8325
No log	5.5254	326	0.6945	0.5181	0.6945	0.8334
No log	5.5593	328	0.7025	0.5358	0.7025	0.8381
No log	5.5932	330	0.7342	0.4943	0.7342	0.8568
No log	5.6271	332	0.7128	0.5406	0.7128	0.8443
No log	5.6610	334	0.6969	0.4963	0.6969	0.8348
No log	5.6949	336	0.6931	0.5003	0.6931	0.8325
No log	5.7288	338	0.6784	0.5003	0.6784	0.8237
No log	5.7627	340	0.6718	0.4935	0.6718	0.8197
No log	5.7966	342	0.6904	0.5060	0.6904	0.8309
No log	5.8305	344	0.7101	0.5112	0.7101	0.8427
No log	5.8644	346	0.7427	0.4475	0.7427	0.8618
No log	5.8983	348	0.7458	0.4496	0.7458	0.8636
No log	5.9322	350	0.7299	0.4988	0.7299	0.8543
No log	5.9661	352	0.7240	0.5034	0.7240	0.8509
No log	6.0	354	0.7254	0.4819	0.7254	0.8517
No log	6.0339	356	0.7306	0.4786	0.7306	0.8547
No log	6.0678	358	0.7763	0.4409	0.7763	0.8811
No log	6.1017	360	0.8154	0.4714	0.8154	0.9030
No log	6.1356	362	0.8034	0.4714	0.8034	0.8963
No log	6.1695	364	0.7880	0.4583	0.7880	0.8877
No log	6.2034	366	0.7498	0.4927	0.7498	0.8659
No log	6.2373	368	0.7295	0.5006	0.7295	0.8541
No log	6.2712	370	0.7235	0.4975	0.7235	0.8506
No log	6.3051	372	0.7332	0.4810	0.7332	0.8563
No log	6.3390	374	0.7293	0.4713	0.7293	0.8540
No log	6.3729	376	0.7367	0.4796	0.7367	0.8583
No log	6.4068	378	0.7343	0.4750	0.7343	0.8569
No log	6.4407	380	0.7450	0.5006	0.7450	0.8632
No log	6.4746	382	0.8006	0.4622	0.8006	0.8948
No log	6.5085	384	0.8330	0.4267	0.8330	0.9127
No log	6.5424	386	0.8148	0.4405	0.8148	0.9027
No log	6.5763	388	0.7789	0.4348	0.7789	0.8825
No log	6.6102	390	0.7432	0.4867	0.7432	0.8621
No log	6.6441	392	0.7250	0.4882	0.7250	0.8515
No log	6.6780	394	0.7395	0.5032	0.7395	0.8600
No log	6.7119	396	0.7313	0.4958	0.7313	0.8551
No log	6.7458	398	0.7086	0.5039	0.7086	0.8418
No log	6.7797	400	0.6928	0.5044	0.6928	0.8323
No log	6.8136	402	0.6826	0.5044	0.6826	0.8262
No log	6.8475	404	0.6817	0.5249	0.6817	0.8256
No log	6.8814	406	0.6856	0.5249	0.6856	0.8280
No log	6.9153	408	0.6989	0.5165	0.6989	0.8360
No log	6.9492	410	0.7076	0.5135	0.7076	0.8412
No log	6.9831	412	0.6961	0.5165	0.6961	0.8344
No log	7.0169	414	0.6781	0.5254	0.6781	0.8235
No log	7.0508	416	0.6740	0.5280	0.6740	0.8210
No log	7.0847	418	0.6873	0.5259	0.6873	0.8291
No log	7.1186	420	0.6999	0.5053	0.6999	0.8366
No log	7.1525	422	0.7145	0.4901	0.7145	0.8453
No log	7.1864	424	0.7384	0.5097	0.7384	0.8593
No log	7.2203	426	0.7579	0.5194	0.7579	0.8706
No log	7.2542	428	0.7766	0.4828	0.7766	0.8813
No log	7.2881	430	0.7955	0.4944	0.7955	0.8919
No log	7.3220	432	0.7812	0.4944	0.7812	0.8839
No log	7.3559	434	0.7462	0.5076	0.7462	0.8638
No log	7.3898	436	0.7293	0.4875	0.7293	0.8540
No log	7.4237	438	0.7147	0.4821	0.7147	0.8454
No log	7.4576	440	0.6963	0.4890	0.6963	0.8345
No log	7.4915	442	0.6755	0.5035	0.6755	0.8219
No log	7.5254	444	0.6607	0.5285	0.6607	0.8128
No log	7.5593	446	0.6570	0.5037	0.6570	0.8105
No log	7.5932	448	0.6681	0.4921	0.6681	0.8174
No log	7.6271	450	0.6971	0.4860	0.6971	0.8349
No log	7.6610	452	0.7292	0.4903	0.7292	0.8539
No log	7.6949	454	0.7349	0.4903	0.7349	0.8573
No log	7.7288	456	0.7312	0.5065	0.7312	0.8551
No log	7.7627	458	0.7150	0.4757	0.7150	0.8456
No log	7.7966	460	0.7157	0.4864	0.7156	0.8460
No log	7.8305	462	0.7320	0.4864	0.7320	0.8556
No log	7.8644	464	0.7655	0.4804	0.7655	0.8749
No log	7.8983	466	0.7722	0.4804	0.7722	0.8788
No log	7.9322	468	0.7648	0.5030	0.7648	0.8746
No log	7.9661	470	0.7532	0.5066	0.7532	0.8679
No log	8.0	472	0.7449	0.4954	0.7449	0.8631
No log	8.0339	474	0.7417	0.4901	0.7417	0.8612
No log	8.0678	476	0.7349	0.5134	0.7349	0.8573
No log	8.1017	478	0.7262	0.5053	0.7262	0.8521
No log	8.1356	480	0.7194	0.4809	0.7194	0.8482
No log	8.1695	482	0.7052	0.4809	0.7052	0.8398
No log	8.2034	484	0.6965	0.4944	0.6965	0.8346
No log	8.2373	486	0.6889	0.5119	0.6889	0.8300
No log	8.2712	488	0.6845	0.5184	0.6845	0.8274
No log	8.3051	490	0.6804	0.5318	0.6804	0.8249
No log	8.3390	492	0.6788	0.5314	0.6788	0.8239
No log	8.3729	494	0.6820	0.5365	0.6820	0.8258
No log	8.4068	496	0.6706	0.54	0.6706	0.8189
No log	8.4407	498	0.6678	0.5336	0.6678	0.8172
0.5191	8.4746	500	0.6707	0.5364	0.6707	0.8189
0.5191	8.5085	502	0.6738	0.5364	0.6738	0.8209
0.5191	8.5424	504	0.6762	0.5336	0.6762	0.8223
0.5191	8.5763	506	0.6828	0.5178	0.6828	0.8263
0.5191	8.6102	508	0.6980	0.5025	0.6980	0.8355
0.5191	8.6441	510	0.7114	0.5058	0.7114	0.8434
0.5191	8.6780	512	0.7268	0.5109	0.7268	0.8525
0.5191	8.7119	514	0.7319	0.5109	0.7319	0.8555
0.5191	8.7458	516	0.7241	0.4856	0.7241	0.8509
0.5191	8.7797	518	0.7105	0.5025	0.7105	0.8429
0.5191	8.8136	520	0.7033	0.5134	0.7033	0.8386
0.5191	8.8475	522	0.7050	0.4910	0.7050	0.8397
0.5191	8.8814	524	0.7041	0.4846	0.7041	0.8391
0.5191	8.9153	526	0.7023	0.4846	0.7023	0.8381
0.5191	8.9492	528	0.6968	0.4910	0.6968	0.8348
0.5191	8.9831	530	0.6918	0.5	0.6918	0.8317
0.5191	9.0169	532	0.6957	0.5336	0.6957	0.8341
0.5191	9.0508	534	0.7076	0.4944	0.7076	0.8412
0.5191	9.0847	536	0.7176	0.4944	0.7176	0.8471
0.5191	9.1186	538	0.7258	0.4978	0.7258	0.8520
0.5191	9.1525	540	0.7247	0.4978	0.7247	0.8513
0.5191	9.1864	542	0.7236	0.4978	0.7236	0.8506
0.5191	9.2203	544	0.7194	0.4864	0.7194	0.8481
0.5191	9.2542	546	0.7140	0.4864	0.7140	0.8450
0.5191	9.2881	548	0.7137	0.4864	0.7137	0.8448
0.5191	9.3220	550	0.7134	0.4864	0.7134	0.8446
0.5191	9.3559	552	0.7090	0.4944	0.7090	0.8420
0.5191	9.3898	554	0.7067	0.4944	0.7067	0.8407
0.5191	9.4237	556	0.7019	0.4944	0.7019	0.8378
0.5191	9.4576	558	0.6965	0.4954	0.6965	0.8345
0.5191	9.4915	560	0.6905	0.5340	0.6905	0.8310
0.5191	9.5254	562	0.6872	0.5208	0.6872	0.8290
0.5191	9.5593	564	0.6861	0.5208	0.6861	0.8283
0.5191	9.5932	566	0.6851	0.5145	0.6851	0.8277
0.5191	9.6271	568	0.6833	0.5092	0.6833	0.8266
0.5191	9.6610	570	0.6816	0.5092	0.6816	0.8256
0.5191	9.6949	572	0.6809	0.5303	0.6809	0.8251
0.5191	9.7288	574	0.6815	0.5145	0.6815	0.8255
0.5191	9.7627	576	0.6818	0.5208	0.6818	0.8257
0.5191	9.7966	578	0.6826	0.5208	0.6826	0.8262
0.5191	9.8305	580	0.6838	0.5208	0.6838	0.8269
0.5191	9.8644	582	0.6852	0.5340	0.6852	0.8278
0.5191	9.8983	584	0.6862	0.5340	0.6862	0.8284
0.5191	9.9322	586	0.6868	0.5340	0.6868	0.8287
0.5191	9.9661	588	0.6874	0.5336	0.6874	0.8291
0.5191	10.0	590	0.6877	0.5336	0.6877	0.8293

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k13_task2_organization

ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k13_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k13_task2_organization