Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.04	2	6.4353	-0.0278	6.4353	2.5368
No log	0.08	4	4.3663	-0.0299	4.3663	2.0896
No log	0.12	6	3.1221	0.0030	3.1221	1.7670
No log	0.16	8	2.2961	0.0116	2.2961	1.5153
No log	0.2	10	1.6328	0.0766	1.6328	1.2778
No log	0.24	12	1.2425	0.0860	1.2425	1.1147
No log	0.28	14	1.0799	0.0085	1.0799	1.0392
No log	0.32	16	0.9357	0.1078	0.9357	0.9673
No log	0.36	18	0.9361	0.0417	0.9361	0.9675
No log	0.4	20	1.0622	0.0114	1.0622	1.0306
No log	0.44	22	0.9833	0.0213	0.9833	0.9916
No log	0.48	24	0.9845	0.0603	0.9845	0.9922
No log	0.52	26	0.9020	0.0673	0.9020	0.9497
No log	0.56	28	0.7914	0.1807	0.7914	0.8896
No log	0.6	30	0.7783	0.1736	0.7783	0.8822
No log	0.64	32	0.7919	0.1635	0.7919	0.8899
No log	0.68	34	0.7909	0.2404	0.7909	0.8893
No log	0.72	36	0.7640	0.2288	0.7640	0.8741
No log	0.76	38	0.7168	0.2910	0.7168	0.8467
No log	0.8	40	0.6759	0.3033	0.6759	0.8221
No log	0.84	42	0.6730	0.2997	0.6730	0.8204
No log	0.88	44	0.7056	0.3033	0.7056	0.8400
No log	0.92	46	0.7213	0.3149	0.7213	0.8493
No log	0.96	48	0.7723	0.2434	0.7723	0.8788
No log	1.0	50	0.8546	0.2328	0.8546	0.9244
No log	1.04	52	0.8609	0.2455	0.8609	0.9278
No log	1.08	54	0.7988	0.2268	0.7988	0.8937
No log	1.12	56	0.7337	0.2650	0.7337	0.8566
No log	1.16	58	0.6851	0.3360	0.6851	0.8277
No log	1.2	60	0.6537	0.3689	0.6537	0.8085
No log	1.24	62	0.6401	0.3689	0.6401	0.8001
No log	1.28	64	0.6799	0.3544	0.6799	0.8246
No log	1.32	66	0.7764	0.3035	0.7764	0.8811
No log	1.3600	68	0.8821	0.3076	0.8821	0.9392
No log	1.4	70	0.9042	0.3205	0.9042	0.9509
No log	1.44	72	0.8878	0.3042	0.8878	0.9422
No log	1.48	74	0.8101	0.3035	0.8101	0.9001
No log	1.52	76	0.7360	0.2729	0.7360	0.8579
No log	1.56	78	0.7134	0.3132	0.7134	0.8446
No log	1.6	80	0.7028	0.3132	0.7028	0.8383
No log	1.6400	82	0.6661	0.3736	0.6661	0.8162
No log	1.6800	84	0.6300	0.3937	0.6300	0.7937
No log	1.72	86	0.6162	0.4018	0.6162	0.7850
No log	1.76	88	0.5997	0.4288	0.5997	0.7744
No log	1.8	90	0.6106	0.4343	0.6106	0.7814
No log	1.8400	92	0.6177	0.4340	0.6177	0.7859
No log	1.88	94	0.6062	0.4674	0.6062	0.7786
No log	1.92	96	0.5958	0.4674	0.5958	0.7719
No log	1.96	98	0.5891	0.4923	0.5891	0.7675
No log	2.0	100	0.5860	0.4752	0.5860	0.7655
No log	2.04	102	0.5894	0.4587	0.5894	0.7677
No log	2.08	104	0.5920	0.4400	0.5920	0.7694
No log	2.12	106	0.6099	0.4292	0.6099	0.7810
No log	2.16	108	0.6126	0.4103	0.6126	0.7827
No log	2.2	110	0.5894	0.4315	0.5894	0.7677
No log	2.24	112	0.5699	0.4338	0.5699	0.7549
No log	2.2800	114	0.5625	0.4598	0.5625	0.7500
No log	2.32	116	0.5725	0.4362	0.5725	0.7566
No log	2.36	118	0.5804	0.4286	0.5804	0.7619
No log	2.4	120	0.6038	0.4437	0.6038	0.7770
No log	2.44	122	0.6270	0.4172	0.6270	0.7918
No log	2.48	124	0.6555	0.4267	0.6555	0.8096
No log	2.52	126	0.6445	0.4706	0.6445	0.8028
No log	2.56	128	0.6076	0.4968	0.6076	0.7795
No log	2.6	130	0.5763	0.4792	0.5763	0.7592
No log	2.64	132	0.5661	0.4843	0.5661	0.7524
No log	2.68	134	0.5912	0.4208	0.5912	0.7689
No log	2.7200	136	0.6512	0.4464	0.6512	0.8070
No log	2.76	138	0.6900	0.4502	0.6900	0.8306
No log	2.8	140	0.6946	0.4242	0.6946	0.8334
No log	2.84	142	0.7372	0.4458	0.7372	0.8586
No log	2.88	144	0.7456	0.4875	0.7456	0.8635
No log	2.92	146	0.7413	0.5084	0.7413	0.8610
No log	2.96	148	0.6848	0.4988	0.6848	0.8275
No log	3.0	150	0.6510	0.5059	0.6510	0.8069
No log	3.04	152	0.6153	0.5048	0.6153	0.7844
No log	3.08	154	0.6183	0.4486	0.6183	0.7863
No log	3.12	156	0.6518	0.4121	0.6518	0.8074
No log	3.16	158	0.6750	0.3947	0.6750	0.8216
No log	3.2	160	0.6867	0.4502	0.6867	0.8287
No log	3.24	162	0.6570	0.4593	0.6570	0.8106
No log	3.2800	164	0.6167	0.4755	0.6167	0.7853
No log	3.32	166	0.5851	0.5192	0.5851	0.7649
No log	3.36	168	0.5711	0.5232	0.5711	0.7557
No log	3.4	170	0.5580	0.5268	0.5580	0.7470
No log	3.44	172	0.5525	0.5047	0.5525	0.7433
No log	3.48	174	0.5595	0.5188	0.5595	0.7480
No log	3.52	176	0.5825	0.4911	0.5825	0.7632
No log	3.56	178	0.6023	0.4880	0.6023	0.7760
No log	3.6	180	0.6019	0.4740	0.6019	0.7758
No log	3.64	182	0.5768	0.5020	0.5768	0.7594
No log	3.68	184	0.5640	0.4880	0.5640	0.7510
No log	3.7200	186	0.5763	0.5148	0.5763	0.7591
No log	3.76	188	0.6110	0.5695	0.6110	0.7816
No log	3.8	190	0.6130	0.5697	0.6130	0.7829
No log	3.84	192	0.5916	0.5700	0.5916	0.7692
No log	3.88	194	0.5809	0.5079	0.5809	0.7622
No log	3.92	196	0.5884	0.4801	0.5884	0.7671
No log	3.96	198	0.6088	0.4674	0.6088	0.7803
No log	4.0	200	0.6310	0.4392	0.6310	0.7944
No log	4.04	202	0.6672	0.4711	0.6672	0.8168
No log	4.08	204	0.6929	0.4847	0.6929	0.8324
No log	4.12	206	0.6937	0.4923	0.6937	0.8329
No log	4.16	208	0.6607	0.5373	0.6607	0.8128
No log	4.2	210	0.6300	0.5294	0.6300	0.7937
No log	4.24	212	0.6144	0.4913	0.6144	0.7838
No log	4.28	214	0.6237	0.4990	0.6237	0.7898
No log	4.32	216	0.6336	0.5025	0.6336	0.7960
No log	4.36	218	0.6579	0.4763	0.6579	0.8111
No log	4.4	220	0.6587	0.4615	0.6587	0.8116
No log	4.44	222	0.6424	0.5329	0.6424	0.8015
No log	4.48	224	0.6422	0.5194	0.6422	0.8013
No log	4.52	226	0.6452	0.5505	0.6452	0.8032
No log	4.5600	228	0.6533	0.5553	0.6533	0.8083
No log	4.6	230	0.6509	0.5461	0.6509	0.8068
No log	4.64	232	0.6479	0.5	0.6479	0.8049
No log	4.68	234	0.6565	0.5517	0.6565	0.8102
No log	4.72	236	0.6626	0.5534	0.6626	0.8140
No log	4.76	238	0.6858	0.5132	0.6858	0.8281
No log	4.8	240	0.6989	0.5185	0.6989	0.8360
No log	4.84	242	0.6916	0.5148	0.6916	0.8316
No log	4.88	244	0.6884	0.5216	0.6884	0.8297
No log	4.92	246	0.6945	0.5676	0.6945	0.8334
No log	4.96	248	0.7092	0.5224	0.7092	0.8421
No log	5.0	250	0.7019	0.5035	0.7019	0.8378
No log	5.04	252	0.6997	0.5195	0.6997	0.8365
No log	5.08	254	0.7072	0.5214	0.7072	0.8409
No log	5.12	256	0.7039	0.5649	0.7039	0.8390
No log	5.16	258	0.7113	0.5419	0.7113	0.8434
No log	5.2	260	0.7095	0.5307	0.7095	0.8423
No log	5.24	262	0.7015	0.5392	0.7015	0.8376
No log	5.28	264	0.6970	0.5364	0.6970	0.8349
No log	5.32	266	0.7003	0.5423	0.7003	0.8368
No log	5.36	268	0.7015	0.5367	0.7015	0.8376
No log	5.4	270	0.7069	0.5354	0.7069	0.8408
No log	5.44	272	0.7024	0.5224	0.7024	0.8381
No log	5.48	274	0.7199	0.5545	0.7199	0.8485
No log	5.52	276	0.7390	0.5354	0.7390	0.8596
No log	5.5600	278	0.7237	0.5375	0.7237	0.8507
No log	5.6	280	0.6850	0.5387	0.6850	0.8276
No log	5.64	282	0.6800	0.5123	0.6800	0.8246
No log	5.68	284	0.6915	0.5395	0.6915	0.8316
No log	5.72	286	0.7134	0.5177	0.7134	0.8446
No log	5.76	288	0.7166	0.5454	0.7166	0.8465
No log	5.8	290	0.7220	0.5061	0.7220	0.8497
No log	5.84	292	0.7190	0.5254	0.7190	0.8480
No log	5.88	294	0.7358	0.5022	0.7358	0.8578
No log	5.92	296	0.7342	0.4903	0.7342	0.8569
No log	5.96	298	0.7067	0.5177	0.7067	0.8407
No log	6.0	300	0.6922	0.5316	0.6922	0.8320
No log	6.04	302	0.7119	0.5503	0.7119	0.8438
No log	6.08	304	0.7118	0.5101	0.7118	0.8437
No log	6.12	306	0.6862	0.5365	0.6862	0.8284
No log	6.16	308	0.6854	0.5185	0.6854	0.8279
No log	6.2	310	0.6911	0.5397	0.6911	0.8313
No log	6.24	312	0.6847	0.5275	0.6847	0.8275
No log	6.28	314	0.6614	0.5475	0.6614	0.8132
No log	6.32	316	0.6522	0.5465	0.6522	0.8076
No log	6.36	318	0.6544	0.5302	0.6544	0.8089
No log	6.4	320	0.6493	0.5449	0.6493	0.8058
No log	6.44	322	0.6562	0.5403	0.6562	0.8101
No log	6.48	324	0.6648	0.5335	0.6648	0.8154
No log	6.52	326	0.6566	0.5365	0.6566	0.8103
No log	6.5600	328	0.6347	0.5532	0.6347	0.7967
No log	6.6	330	0.6222	0.5517	0.6222	0.7888
No log	6.64	332	0.6273	0.5596	0.6273	0.7920
No log	6.68	334	0.6479	0.5577	0.6479	0.8049
No log	6.72	336	0.6762	0.5387	0.6762	0.8223
No log	6.76	338	0.6895	0.5235	0.6895	0.8304
No log	6.8	340	0.6844	0.5206	0.6844	0.8273
No log	6.84	342	0.6779	0.5266	0.6779	0.8234
No log	6.88	344	0.6823	0.5187	0.6823	0.8260
No log	6.92	346	0.6838	0.4959	0.6838	0.8269
No log	6.96	348	0.6734	0.5377	0.6734	0.8206
No log	7.0	350	0.6710	0.5277	0.6710	0.8192
No log	7.04	352	0.6796	0.5198	0.6796	0.8244
No log	7.08	354	0.6714	0.5291	0.6714	0.8194
No log	7.12	356	0.6600	0.5266	0.6600	0.8124
No log	7.16	358	0.6626	0.5206	0.6626	0.8140
No log	7.2	360	0.6679	0.5346	0.6679	0.8173
No log	7.24	362	0.6789	0.5069	0.6789	0.8239
No log	7.28	364	0.6815	0.4994	0.6815	0.8255
No log	7.32	366	0.6790	0.5160	0.6790	0.8240
No log	7.36	368	0.6873	0.5282	0.6873	0.8290
No log	7.4	370	0.6923	0.5282	0.6923	0.8321
No log	7.44	372	0.6947	0.5203	0.6947	0.8335
No log	7.48	374	0.6989	0.5311	0.6989	0.8360
No log	7.52	376	0.6932	0.5159	0.6932	0.8326
No log	7.5600	378	0.6825	0.5183	0.6825	0.8261
No log	7.6	380	0.6870	0.5218	0.6870	0.8288
No log	7.64	382	0.6798	0.5331	0.6798	0.8245
No log	7.68	384	0.6618	0.5506	0.6618	0.8135
No log	7.72	386	0.6591	0.5374	0.6591	0.8118
No log	7.76	388	0.6754	0.5446	0.6754	0.8218
No log	7.8	390	0.6734	0.5387	0.6734	0.8206
No log	7.84	392	0.6496	0.5359	0.6496	0.8060
No log	7.88	394	0.6373	0.5297	0.6373	0.7983
No log	7.92	396	0.6350	0.5467	0.6350	0.7969
No log	7.96	398	0.6373	0.5395	0.6373	0.7983
No log	8.0	400	0.6456	0.5327	0.6456	0.8035
No log	8.04	402	0.6516	0.5605	0.6516	0.8072
No log	8.08	404	0.6654	0.5279	0.6654	0.8157
No log	8.12	406	0.6798	0.5334	0.6798	0.8245
No log	8.16	408	0.6728	0.5353	0.6728	0.8203
No log	8.2	410	0.6688	0.5546	0.6688	0.8178
No log	8.24	412	0.6502	0.5562	0.6502	0.8064
No log	8.28	414	0.6418	0.5536	0.6418	0.8011
No log	8.32	416	0.6378	0.5536	0.6378	0.7986
No log	8.36	418	0.6383	0.5370	0.6383	0.7989
No log	8.4	420	0.6344	0.5117	0.6344	0.7965
No log	8.44	422	0.6322	0.5287	0.6322	0.7951
No log	8.48	424	0.6415	0.5395	0.6415	0.8009
No log	8.52	426	0.6511	0.5354	0.6511	0.8069
No log	8.56	428	0.6406	0.5357	0.6406	0.8003
No log	8.6	430	0.6330	0.5536	0.6330	0.7956
No log	8.64	432	0.6346	0.5200	0.6346	0.7966
No log	8.68	434	0.6280	0.5621	0.6280	0.7925
No log	8.72	436	0.6291	0.5454	0.6291	0.7931
No log	8.76	438	0.6472	0.5384	0.6472	0.8045
No log	8.8	440	0.6557	0.5384	0.6557	0.8097
No log	8.84	442	0.6500	0.5384	0.6500	0.8062
No log	8.88	444	0.6363	0.54	0.6363	0.7977
No log	8.92	446	0.6428	0.5548	0.6428	0.8017
No log	8.96	448	0.6507	0.5548	0.6507	0.8067
No log	9.0	450	0.6697	0.5279	0.6697	0.8184
No log	9.04	452	0.6988	0.5214	0.6988	0.8359
No log	9.08	454	0.7413	0.5196	0.7413	0.8610
No log	9.12	456	0.7490	0.5196	0.7490	0.8654
No log	9.16	458	0.7251	0.5149	0.7251	0.8515
No log	9.2	460	0.7080	0.5029	0.7080	0.8414
No log	9.24	462	0.7092	0.5355	0.7092	0.8421
No log	9.28	464	0.7224	0.5260	0.7224	0.8500
No log	9.32	466	0.7404	0.5461	0.7404	0.8605
No log	9.36	468	0.7606	0.5418	0.7606	0.8721
No log	9.4	470	0.7713	0.5211	0.7713	0.8783
No log	9.44	472	0.7350	0.5390	0.7350	0.8573
No log	9.48	474	0.7093	0.5268	0.7093	0.8422
No log	9.52	476	0.6803	0.5244	0.6803	0.8248
No log	9.56	478	0.6651	0.5244	0.6651	0.8155
No log	9.6	480	0.6684	0.5331	0.6684	0.8176
No log	9.64	482	0.6948	0.5243	0.6948	0.8335
No log	9.68	484	0.6870	0.5259	0.6870	0.8289
No log	9.72	486	0.6553	0.5346	0.6553	0.8095
No log	9.76	488	0.6405	0.5297	0.6405	0.8003
No log	9.8	490	0.6391	0.5662	0.6391	0.7994
No log	9.84	492	0.6437	0.5329	0.6437	0.8023
No log	9.88	494	0.6512	0.5190	0.6512	0.8070
No log	9.92	496	0.6594	0.5175	0.6594	0.8121
No log	9.96	498	0.6686	0.5387	0.6686	0.8177
0.5611	10.0	500	0.6646	0.54	0.6646	0.8152
0.5611	10.04	502	0.6551	0.5368	0.6551	0.8094
0.5611	10.08	504	0.6575	0.5384	0.6575	0.8108
0.5611	10.12	506	0.6644	0.5140	0.6644	0.8151
0.5611	10.16	508	0.6745	0.5165	0.6745	0.8213
0.5611	10.2	510	0.6812	0.5165	0.6812	0.8253

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k20_task2_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k20_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k20_task2_organization