Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0317	2	4.0381	-0.0095	4.0381	2.0095
No log	0.0635	4	2.1370	0.0417	2.1370	1.4618
No log	0.0952	6	1.4290	0.0528	1.4290	1.1954
No log	0.1270	8	0.9718	-0.0048	0.9718	0.9858
No log	0.1587	10	0.7478	0.0690	0.7478	0.8648
No log	0.1905	12	0.7749	0.0031	0.7749	0.8803
No log	0.2222	14	0.8054	0.0996	0.8054	0.8974
No log	0.2540	16	0.7906	0.1177	0.7906	0.8892
No log	0.2857	18	0.9694	0.0593	0.9694	0.9846
No log	0.3175	20	0.9978	0.1053	0.9978	0.9989
No log	0.3492	22	0.7954	0.2062	0.7954	0.8918
No log	0.3810	24	0.7324	0.2099	0.7324	0.8558
No log	0.4127	26	0.6872	0.2541	0.6872	0.8290
No log	0.4444	28	0.6358	0.1977	0.6358	0.7974
No log	0.4762	30	0.6325	0.1827	0.6325	0.7953
No log	0.5079	32	0.6451	0.2242	0.6451	0.8032
No log	0.5397	34	0.6283	0.3314	0.6283	0.7926
No log	0.5714	36	0.6236	0.3487	0.6236	0.7897
No log	0.6032	38	0.7630	0.1633	0.7630	0.8735
No log	0.6349	40	1.0187	0.0510	1.0187	1.0093
No log	0.6667	42	1.2139	0.0	1.2139	1.1017
No log	0.6984	44	1.0596	0.0	1.0596	1.0294
No log	0.7302	46	0.9047	0.0796	0.9047	0.9511
No log	0.7619	48	0.7674	0.2289	0.7674	0.8760
No log	0.7937	50	0.7639	0.2179	0.7639	0.8740
No log	0.8254	52	0.7679	0.1910	0.7679	0.8763
No log	0.8571	54	0.8765	0.2104	0.8765	0.9362
No log	0.8889	56	0.8837	0.2216	0.8837	0.9401
No log	0.9206	58	0.7364	0.2449	0.7364	0.8581
No log	0.9524	60	0.6278	0.2655	0.6278	0.7923
No log	0.9841	62	0.6081	0.2759	0.6081	0.7798
No log	1.0159	64	0.6334	0.2730	0.6334	0.7958
No log	1.0476	66	0.6686	0.2069	0.6686	0.8177
No log	1.0794	68	0.6399	0.3197	0.6399	0.7999
No log	1.1111	70	0.6131	0.3002	0.6131	0.7830
No log	1.1429	72	0.6022	0.3525	0.6022	0.7760
No log	1.1746	74	0.5884	0.3594	0.5884	0.7670
No log	1.2063	76	0.6081	0.3661	0.6081	0.7798
No log	1.2381	78	0.5760	0.3915	0.5760	0.7589
No log	1.2698	80	0.5609	0.3974	0.5609	0.7489
No log	1.3016	82	0.5578	0.4059	0.5578	0.7469
No log	1.3333	84	0.5459	0.4519	0.5459	0.7388
No log	1.3651	86	0.5345	0.4754	0.5345	0.7311
No log	1.3968	88	0.5655	0.4230	0.5655	0.7520
No log	1.4286	90	0.6942	0.4246	0.6942	0.8332
No log	1.4603	92	0.7532	0.3602	0.7532	0.8679
No log	1.4921	94	0.6270	0.4153	0.6270	0.7918
No log	1.5238	96	0.5610	0.4281	0.5610	0.7490
No log	1.5556	98	0.6064	0.4154	0.6064	0.7787
No log	1.5873	100	0.5729	0.4390	0.5729	0.7569
No log	1.6190	102	0.5805	0.5183	0.5805	0.7619
No log	1.6508	104	0.6087	0.5461	0.6087	0.7802
No log	1.6825	106	0.6948	0.4596	0.6948	0.8335
No log	1.7143	108	0.6342	0.4956	0.6342	0.7964
No log	1.7460	110	0.6287	0.4698	0.6287	0.7929
No log	1.7778	112	0.6635	0.4752	0.6635	0.8146
No log	1.8095	114	0.6776	0.4964	0.6776	0.8232
No log	1.8413	116	0.7261	0.4959	0.7261	0.8521
No log	1.8730	118	0.7351	0.5567	0.7351	0.8574
No log	1.9048	120	0.7777	0.4659	0.7777	0.8819
No log	1.9365	122	0.8339	0.4480	0.8339	0.9132
No log	1.9683	124	0.7986	0.4790	0.7986	0.8937
No log	2.0	126	0.7215	0.5345	0.7215	0.8494
No log	2.0317	128	0.6917	0.5551	0.6917	0.8317
No log	2.0635	130	0.7183	0.5096	0.7183	0.8475
No log	2.0952	132	0.7285	0.5345	0.7285	0.8535
No log	2.1270	134	0.8980	0.4143	0.8980	0.9476
No log	2.1587	136	1.0470	0.3774	1.0470	1.0232
No log	2.1905	138	0.9324	0.4213	0.9324	0.9656
No log	2.2222	140	0.7977	0.4551	0.7977	0.8931
No log	2.2540	142	0.8191	0.5221	0.8191	0.9050
No log	2.2857	144	0.8137	0.4969	0.8137	0.9021
No log	2.3175	146	0.8474	0.4852	0.8474	0.9205
No log	2.3492	148	1.0273	0.3784	1.0273	1.0135
No log	2.3810	150	1.0258	0.3365	1.0258	1.0128
No log	2.4127	152	0.8537	0.3660	0.8537	0.9239
No log	2.4444	154	0.7194	0.4438	0.7194	0.8482
No log	2.4762	156	0.6632	0.5366	0.6632	0.8144
No log	2.5079	158	0.7356	0.5023	0.7356	0.8577
No log	2.5397	160	0.7569	0.5040	0.7569	0.8700
No log	2.5714	162	0.7260	0.5751	0.7260	0.8520
No log	2.6032	164	0.7015	0.5729	0.7015	0.8376
No log	2.6349	166	0.6891	0.5481	0.6891	0.8301
No log	2.6667	168	0.6917	0.5483	0.6917	0.8317
No log	2.6984	170	0.7342	0.5702	0.7342	0.8568
No log	2.7302	172	0.8374	0.4770	0.8374	0.9151
No log	2.7619	174	0.8277	0.4805	0.8277	0.9098
No log	2.7937	176	0.7429	0.5285	0.7429	0.8619
No log	2.8254	178	0.7704	0.4714	0.7704	0.8777
No log	2.8571	180	0.7554	0.4878	0.7554	0.8691
No log	2.8889	182	0.7314	0.5256	0.7314	0.8552
No log	2.9206	184	0.7873	0.4542	0.7873	0.8873
No log	2.9524	186	0.9292	0.4730	0.9292	0.9640
No log	2.9841	188	0.8897	0.5	0.8897	0.9432
No log	3.0159	190	0.7965	0.4824	0.7965	0.8925
No log	3.0476	192	0.7412	0.5461	0.7412	0.8609
No log	3.0794	194	0.7480	0.5317	0.7480	0.8649
No log	3.1111	196	0.7534	0.5339	0.7534	0.8680
No log	3.1429	198	0.7660	0.4864	0.7660	0.8752
No log	3.1746	200	0.7746	0.4694	0.7746	0.8801
No log	3.2063	202	0.7309	0.4947	0.7309	0.8549
No log	3.2381	204	0.6850	0.5115	0.6850	0.8277
No log	3.2698	206	0.6686	0.5303	0.6686	0.8177
No log	3.3016	208	0.6482	0.5208	0.6482	0.8051
No log	3.3333	210	0.6354	0.5258	0.6354	0.7971
No log	3.3651	212	0.6748	0.5214	0.6748	0.8214
No log	3.3968	214	0.7315	0.5397	0.7315	0.8553
No log	3.4286	216	0.7738	0.5264	0.7738	0.8797
No log	3.4603	218	0.7476	0.5208	0.7476	0.8646
No log	3.4921	220	0.8063	0.5362	0.8063	0.8979
No log	3.5238	222	0.8834	0.5186	0.8834	0.9399
No log	3.5556	224	0.8457	0.5252	0.8457	0.9196
No log	3.5873	226	0.8164	0.5124	0.8164	0.9036
No log	3.6190	228	0.8127	0.5301	0.8127	0.9015
No log	3.6508	230	0.7964	0.5294	0.7964	0.8924
No log	3.6825	232	0.8500	0.4839	0.8500	0.9219
No log	3.7143	234	0.9149	0.4513	0.9149	0.9565
No log	3.7460	236	0.8564	0.4301	0.8564	0.9254
No log	3.7778	238	0.7752	0.5102	0.7752	0.8804
No log	3.8095	240	0.7536	0.5242	0.7536	0.8681
No log	3.8413	242	0.7739	0.5178	0.7739	0.8797
No log	3.8730	244	0.8039	0.5054	0.8039	0.8966
No log	3.9048	246	0.8088	0.4890	0.8088	0.8993
No log	3.9365	248	0.8388	0.4877	0.8388	0.9159
No log	3.9683	250	0.9007	0.4820	0.9007	0.9491
No log	4.0	252	0.9472	0.4858	0.9472	0.9733
No log	4.0317	254	0.8942	0.4554	0.8942	0.9456
No log	4.0635	256	0.8878	0.4667	0.8878	0.9422
No log	4.0952	258	0.8685	0.4463	0.8685	0.9319
No log	4.1270	260	0.8618	0.4463	0.8618	0.9283
No log	4.1587	262	0.8620	0.4877	0.8620	0.9284
No log	4.1905	264	0.9127	0.4527	0.9127	0.9554
No log	4.2222	266	0.8759	0.4657	0.8759	0.9359
No log	4.2540	268	0.7623	0.4623	0.7623	0.8731
No log	4.2857	270	0.6808	0.5408	0.6808	0.8251
No log	4.3175	272	0.6568	0.5441	0.6568	0.8105
No log	4.3492	274	0.6613	0.5441	0.6613	0.8132
No log	4.3810	276	0.6829	0.5257	0.6829	0.8264
No log	4.4127	278	0.7810	0.4684	0.7810	0.8837
No log	4.4444	280	0.8112	0.4533	0.8112	0.9007
No log	4.4762	282	0.8404	0.4530	0.8404	0.9167
No log	4.5079	284	0.8514	0.4530	0.8514	0.9227
No log	4.5397	286	0.7883	0.4894	0.7883	0.8879
No log	4.5714	288	0.7416	0.4997	0.7416	0.8612
No log	4.6032	290	0.7208	0.5683	0.7208	0.8490
No log	4.6349	292	0.7189	0.5317	0.7189	0.8479
No log	4.6667	294	0.7082	0.5302	0.7082	0.8415
No log	4.6984	296	0.7201	0.5203	0.7201	0.8486
No log	4.7302	298	0.7567	0.4655	0.7567	0.8699
No log	4.7619	300	0.7740	0.4655	0.7740	0.8798
No log	4.7937	302	0.7453	0.4673	0.7453	0.8633
No log	4.8254	304	0.7156	0.4934	0.7156	0.8460
No log	4.8571	306	0.7040	0.5439	0.7040	0.8390
No log	4.8889	308	0.7035	0.5748	0.7035	0.8387
No log	4.9206	310	0.7258	0.5265	0.7258	0.8519
No log	4.9524	312	0.7352	0.5047	0.7352	0.8574
No log	4.9841	314	0.7225	0.5808	0.7225	0.8500
No log	5.0159	316	0.7587	0.4942	0.7587	0.8711
No log	5.0476	318	0.8222	0.4713	0.8222	0.9067
No log	5.0794	320	0.8041	0.4722	0.8041	0.8967
No log	5.1111	322	0.7453	0.4942	0.7453	0.8633
No log	5.1429	324	0.7371	0.4942	0.7371	0.8585
No log	5.1746	326	0.7647	0.4582	0.7647	0.8745
No log	5.2063	328	0.7338	0.4444	0.7338	0.8566
No log	5.2381	330	0.6806	0.4986	0.6806	0.8250
No log	5.2698	332	0.6711	0.5171	0.6711	0.8192
No log	5.3016	334	0.7037	0.4944	0.7037	0.8389
No log	5.3333	336	0.7698	0.4889	0.7698	0.8774
No log	5.3651	338	0.7916	0.4829	0.7916	0.8897
No log	5.3968	340	0.7512	0.4638	0.7512	0.8667
No log	5.4286	342	0.7258	0.4539	0.7258	0.8519
No log	5.4603	344	0.7185	0.4911	0.7185	0.8476
No log	5.4921	346	0.7592	0.4677	0.7592	0.8713
No log	5.5238	348	0.8165	0.4390	0.8165	0.9036
No log	5.5556	350	0.8094	0.4392	0.8094	0.8997
No log	5.5873	352	0.7488	0.5325	0.7488	0.8653
No log	5.6190	354	0.7132	0.5607	0.7132	0.8445
No log	5.6508	356	0.7126	0.5764	0.7126	0.8442
No log	5.6825	358	0.7008	0.5582	0.7008	0.8371
No log	5.7143	360	0.7263	0.5301	0.7263	0.8522
No log	5.7460	362	0.7966	0.4370	0.7966	0.8925
No log	5.7778	364	0.8911	0.4250	0.8911	0.9440
No log	5.8095	366	0.9049	0.4416	0.9049	0.9512
No log	5.8413	368	0.8446	0.4285	0.8446	0.9190
No log	5.8730	370	0.8145	0.4826	0.8145	0.9025
No log	5.9048	372	0.7869	0.5196	0.7869	0.8871
No log	5.9365	374	0.7918	0.5301	0.7918	0.8899
No log	5.9683	376	0.8318	0.5103	0.8318	0.9120
No log	6.0	378	0.8977	0.4862	0.8977	0.9475
No log	6.0317	380	0.8938	0.4717	0.8938	0.9454
No log	6.0635	382	0.8444	0.5065	0.8444	0.9189
No log	6.0952	384	0.8150	0.5451	0.8150	0.9028
No log	6.1270	386	0.8138	0.5271	0.8138	0.9021
No log	6.1587	388	0.8094	0.5271	0.8094	0.8996
No log	6.1905	390	0.8105	0.5550	0.8105	0.9003
No log	6.2222	392	0.8022	0.5094	0.8022	0.8957
No log	6.2540	394	0.7820	0.5339	0.7820	0.8843
No log	6.2857	396	0.7702	0.5550	0.7702	0.8776
No log	6.3175	398	0.7821	0.5156	0.7821	0.8844
No log	6.3492	400	0.7942	0.5218	0.7942	0.8912
No log	6.3810	402	0.7995	0.4877	0.7995	0.8941
No log	6.4127	404	0.8003	0.4877	0.8003	0.8946
No log	6.4444	406	0.7689	0.5284	0.7689	0.8768
No log	6.4762	408	0.7467	0.5575	0.7467	0.8641
No log	6.5079	410	0.7323	0.5563	0.7323	0.8558
No log	6.5397	412	0.7413	0.5379	0.7413	0.8610
No log	6.5714	414	0.7669	0.5376	0.7669	0.8757
No log	6.6032	416	0.7824	0.5152	0.7824	0.8845
No log	6.6349	418	0.7737	0.5152	0.7737	0.8796
No log	6.6667	420	0.7761	0.5152	0.7761	0.8809
No log	6.6984	422	0.7677	0.5050	0.7677	0.8762
No log	6.7302	424	0.7572	0.5068	0.7572	0.8701
No log	6.7619	426	0.7472	0.5413	0.7472	0.8644
No log	6.7937	428	0.7536	0.5415	0.7536	0.8681
No log	6.8254	430	0.7602	0.5484	0.7602	0.8719
No log	6.8571	432	0.7663	0.5807	0.7663	0.8754
No log	6.8889	434	0.7679	0.5674	0.7679	0.8763
No log	6.9206	436	0.7702	0.5551	0.7702	0.8776
No log	6.9524	438	0.7961	0.5133	0.7961	0.8922
No log	6.9841	440	0.8619	0.4820	0.8619	0.9284
No log	7.0159	442	0.9025	0.4763	0.9025	0.9500
No log	7.0476	444	0.8887	0.4556	0.8887	0.9427
No log	7.0794	446	0.8531	0.4816	0.8531	0.9237
No log	7.1111	448	0.8123	0.5094	0.8123	0.9013
No log	7.1429	450	0.7746	0.5085	0.7746	0.8801
No log	7.1746	452	0.7532	0.5155	0.7532	0.8679
No log	7.2063	454	0.7329	0.5509	0.7329	0.8561
No log	7.2381	456	0.7217	0.5552	0.7217	0.8495
No log	7.2698	458	0.7135	0.5509	0.7135	0.8447
No log	7.3016	460	0.7041	0.5666	0.7041	0.8391
No log	7.3333	462	0.7036	0.5418	0.7036	0.8388
No log	7.3651	464	0.7080	0.5449	0.7080	0.8414
No log	7.3968	466	0.7076	0.5449	0.7076	0.8412
No log	7.4286	468	0.7052	0.5269	0.7052	0.8397
No log	7.4603	470	0.7060	0.5438	0.7060	0.8402
No log	7.4921	472	0.7183	0.5370	0.7183	0.8475
No log	7.5238	474	0.7261	0.5273	0.7261	0.8521
No log	7.5556	476	0.7467	0.5316	0.7467	0.8641
No log	7.5873	478	0.7641	0.5271	0.7641	0.8741
No log	7.6190	480	0.7732	0.5121	0.7732	0.8793
No log	7.6508	482	0.7605	0.5271	0.7605	0.8720
No log	7.6825	484	0.7474	0.5271	0.7474	0.8645
No log	7.7143	486	0.7268	0.5156	0.7268	0.8525
No log	7.7460	488	0.7121	0.5046	0.7121	0.8439
No log	7.7778	490	0.7091	0.5253	0.7091	0.8421
No log	7.8095	492	0.7221	0.5216	0.7221	0.8498
No log	7.8413	494	0.7516	0.5365	0.7516	0.8669
No log	7.8730	496	0.7817	0.5437	0.7817	0.8842
No log	7.9048	498	0.8051	0.5106	0.8051	0.8973
0.4832	7.9365	500	0.8121	0.5106	0.8121	0.9011
0.4832	7.9683	502	0.7992	0.5287	0.7992	0.8940
0.4832	8.0	504	0.7829	0.5216	0.7829	0.8848
0.4832	8.0317	506	0.7718	0.4955	0.7718	0.8785
0.4832	8.0635	508	0.7738	0.5281	0.7738	0.8797
0.4832	8.0952	510	0.7836	0.5024	0.7836	0.8852
0.4832	8.1270	512	0.7922	0.5054	0.7922	0.8900
0.4832	8.1587	514	0.8121	0.4883	0.8121	0.9011
0.4832	8.1905	516	0.8524	0.5031	0.8524	0.9233
0.4832	8.2222	518	0.8759	0.4964	0.8759	0.9359
0.4832	8.2540	520	0.8666	0.4964	0.8666	0.9309
0.4832	8.2857	522	0.8440	0.5031	0.8440	0.9187
0.4832	8.3175	524	0.8189	0.5039	0.8189	0.9049
0.4832	8.3492	526	0.7931	0.5071	0.7931	0.8906
0.4832	8.3810	528	0.7789	0.5071	0.7789	0.8825
0.4832	8.4127	530	0.7659	0.5105	0.7659	0.8751
0.4832	8.4444	532	0.7548	0.5085	0.7548	0.8688
0.4832	8.4762	534	0.7536	0.5172	0.7536	0.8681
0.4832	8.5079	536	0.7607	0.5172	0.7607	0.8722
0.4832	8.5397	538	0.7725	0.5085	0.7725	0.8789
0.4832	8.5714	540	0.7813	0.5130	0.7813	0.8839
0.4832	8.6032	542	0.7885	0.5175	0.7885	0.8880
0.4832	8.6349	544	0.7873	0.4920	0.7873	0.8873
0.4832	8.6667	546	0.7935	0.4786	0.7935	0.8908
0.4832	8.6984	548	0.8024	0.4713	0.8024	0.8958
0.4832	8.7302	550	0.8136	0.4928	0.8136	0.9020
0.4832	8.7619	552	0.8120	0.4816	0.8120	0.9011
0.4832	8.7937	554	0.7959	0.4706	0.7959	0.8921
0.4832	8.8254	556	0.7848	0.4781	0.7848	0.8859
0.4832	8.8571	558	0.7706	0.4857	0.7706	0.8778
0.4832	8.8889	560	0.7603	0.5069	0.7603	0.8719
0.4832	8.9206	562	0.7530	0.5227	0.7530	0.8678
0.4832	8.9524	564	0.7515	0.5227	0.7515	0.8669
0.4832	8.9841	566	0.7522	0.5172	0.7522	0.8673
0.4832	9.0159	568	0.7622	0.5227	0.7622	0.8731
0.4832	9.0476	570	0.7747	0.4890	0.7747	0.8802
0.4832	9.0794	572	0.7914	0.4854	0.7914	0.8896
0.4832	9.1111	574	0.8105	0.4718	0.8105	0.9003
0.4832	9.1429	576	0.8183	0.4718	0.8183	0.9046
0.4832	9.1746	578	0.8156	0.4718	0.8156	0.9031
0.4832	9.2063	580	0.8162	0.4718	0.8162	0.9034
0.4832	9.2381	582	0.8152	0.4718	0.8152	0.9029
0.4832	9.2698	584	0.8087	0.4718	0.8087	0.8993
0.4832	9.3016	586	0.8006	0.4854	0.8006	0.8948
0.4832	9.3333	588	0.7974	0.4920	0.7974	0.8930
0.4832	9.3651	590	0.7907	0.4920	0.7907	0.8892
0.4832	9.3968	592	0.7863	0.4920	0.7863	0.8867
0.4832	9.4286	594	0.7855	0.4920	0.7855	0.8863
0.4832	9.4603	596	0.7894	0.4851	0.7894	0.8885
0.4832	9.4921	598	0.7973	0.4781	0.7973	0.8929
0.4832	9.5238	600	0.8039	0.4706	0.8039	0.8966
0.4832	9.5556	602	0.8034	0.4881	0.8034	0.8963
0.4832	9.5873	604	0.8006	0.4881	0.8006	0.8948
0.4832	9.6190	606	0.7962	0.4881	0.7962	0.8923
0.4832	9.6508	608	0.7906	0.4775	0.7906	0.8892
0.4832	9.6825	610	0.7860	0.4775	0.7860	0.8866
0.4832	9.7143	612	0.7810	0.4781	0.7810	0.8837
0.4832	9.7460	614	0.7773	0.4851	0.7773	0.8817
0.4832	9.7778	616	0.7728	0.5175	0.7728	0.8791
0.4832	9.8095	618	0.7684	0.5175	0.7684	0.8766
0.4832	9.8413	620	0.7660	0.5185	0.7660	0.8752
0.4832	9.8730	622	0.7641	0.5185	0.7641	0.8741
0.4832	9.9048	624	0.7630	0.5185	0.7630	0.8735
0.4832	9.9365	626	0.7625	0.5185	0.7625	0.8732
0.4832	9.9683	628	0.7621	0.5185	0.7621	0.8730
0.4832	10.0	630	0.7618	0.5185	0.7618	0.8728

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k14_task2_organization

ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k14_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k14_task2_organization