Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.125	2	6.3062	-0.0278	6.3062	2.5112
No log	0.25	4	4.2413	-0.0269	4.2413	2.0594
No log	0.375	6	2.9544	-0.0143	2.9544	1.7188
No log	0.5	8	2.2330	-0.0025	2.2330	1.4943
No log	0.625	10	1.7007	-0.0230	1.7007	1.3041
No log	0.75	12	1.4167	-0.0810	1.4167	1.1902
No log	0.875	14	1.3351	-0.0911	1.3351	1.1555
No log	1.0	16	1.1848	0.0066	1.1848	1.0885
No log	1.125	18	1.2016	0.0884	1.2016	1.0962
No log	1.25	20	1.3341	-0.0120	1.3341	1.1551
No log	1.375	22	1.2564	0.0341	1.2564	1.1209
No log	1.5	24	0.9607	0.0488	0.9607	0.9802
No log	1.625	26	0.7725	0.1874	0.7725	0.8789
No log	1.75	28	0.7068	0.3011	0.7068	0.8407
No log	1.875	30	0.6858	0.2668	0.6858	0.8281
No log	2.0	32	0.7079	0.2932	0.7079	0.8414
No log	2.125	34	0.7585	0.2210	0.7585	0.8709
No log	2.25	36	0.8232	0.2056	0.8232	0.9073
No log	2.375	38	0.9855	0.1994	0.9855	0.9927
No log	2.5	40	1.1279	0.1344	1.1279	1.0620
No log	2.625	42	1.0632	0.1831	1.0632	1.0311
No log	2.75	44	0.9053	0.2333	0.9053	0.9515
No log	2.875	46	0.7515	0.3571	0.7515	0.8669
No log	3.0	48	0.6526	0.3749	0.6526	0.8078
No log	3.125	50	0.6159	0.3792	0.6159	0.7848
No log	3.25	52	0.6057	0.3910	0.6057	0.7782
No log	3.375	54	0.5961	0.3996	0.5961	0.7720
No log	3.5	56	0.5980	0.4115	0.5980	0.7733
No log	3.625	58	0.6587	0.4343	0.6587	0.8116
No log	3.75	60	0.7299	0.4271	0.7299	0.8543
No log	3.875	62	0.7989	0.3843	0.7989	0.8938
No log	4.0	64	0.9648	0.2918	0.9648	0.9823
No log	4.125	66	0.8728	0.2996	0.8728	0.9343
No log	4.25	68	0.6909	0.4200	0.6909	0.8312
No log	4.375	70	0.5638	0.4917	0.5638	0.7509
No log	4.5	72	0.5299	0.4115	0.5299	0.7280
No log	4.625	74	0.5300	0.4115	0.5300	0.7280
No log	4.75	76	0.5309	0.4226	0.5309	0.7287
No log	4.875	78	0.5382	0.4671	0.5382	0.7336
No log	5.0	80	0.5708	0.5201	0.5708	0.7555
No log	5.125	82	0.6263	0.5185	0.6263	0.7914
No log	5.25	84	0.7513	0.4137	0.7513	0.8668
No log	5.375	86	0.8514	0.3815	0.8514	0.9227
No log	5.5	88	0.9696	0.3300	0.9696	0.9847
No log	5.625	90	1.0070	0.2905	1.0070	1.0035
No log	5.75	92	0.8020	0.3782	0.8020	0.8955
No log	5.875	94	0.6635	0.4405	0.6635	0.8146
No log	6.0	96	0.5680	0.4899	0.5680	0.7537
No log	6.125	98	0.5317	0.4695	0.5317	0.7292
No log	6.25	100	0.5224	0.5031	0.5224	0.7227
No log	6.375	102	0.5355	0.5065	0.5355	0.7318
No log	6.5	104	0.5856	0.5174	0.5856	0.7652
No log	6.625	106	0.6435	0.4756	0.6435	0.8022
No log	6.75	108	0.6148	0.4640	0.6148	0.7841
No log	6.875	110	0.5874	0.4614	0.5874	0.7664
No log	7.0	112	0.5737	0.5040	0.5737	0.7575
No log	7.125	114	0.6186	0.5182	0.6186	0.7865
No log	7.25	116	0.6709	0.5109	0.6709	0.8191
No log	7.375	118	0.6439	0.5109	0.6439	0.8024
No log	7.5	120	0.6024	0.5226	0.6024	0.7762
No log	7.625	122	0.5581	0.6095	0.5581	0.7471
No log	7.75	124	0.5423	0.6080	0.5423	0.7364
No log	7.875	126	0.5486	0.5825	0.5486	0.7407
No log	8.0	128	0.5492	0.5778	0.5492	0.7411
No log	8.125	130	0.5430	0.5781	0.5430	0.7369
No log	8.25	132	0.5432	0.5738	0.5432	0.7370
No log	8.375	134	0.5698	0.5492	0.5698	0.7549
No log	8.5	136	0.5826	0.5623	0.5826	0.7633
No log	8.625	138	0.5836	0.5476	0.5836	0.7640
No log	8.75	140	0.5937	0.5258	0.5937	0.7705
No log	8.875	142	0.5658	0.5846	0.5658	0.7522
No log	9.0	144	0.5483	0.5704	0.5483	0.7405
No log	9.125	146	0.5531	0.5915	0.5531	0.7437
No log	9.25	148	0.5597	0.5690	0.5597	0.7482
No log	9.375	150	0.5518	0.5961	0.5518	0.7429
No log	9.5	152	0.5531	0.6050	0.5531	0.7437
No log	9.625	154	0.5749	0.5875	0.5749	0.7582
No log	9.75	156	0.6110	0.5205	0.6110	0.7817
No log	9.875	158	0.6423	0.5468	0.6423	0.8015
No log	10.0	160	0.6596	0.5096	0.6596	0.8122
No log	10.125	162	0.6326	0.5498	0.6326	0.7954
No log	10.25	164	0.6156	0.5585	0.6156	0.7846
No log	10.375	166	0.6201	0.5357	0.6201	0.7874
No log	10.5	168	0.6309	0.5652	0.6309	0.7943
No log	10.625	170	0.6227	0.5403	0.6227	0.7891
No log	10.75	172	0.5944	0.5183	0.5944	0.7710
No log	10.875	174	0.5944	0.5275	0.5944	0.7710
No log	11.0	176	0.6116	0.5450	0.6116	0.7821
No log	11.125	178	0.6263	0.5640	0.6263	0.7914
No log	11.25	180	0.6403	0.5463	0.6403	0.8002
No log	11.375	182	0.6620	0.5162	0.6620	0.8136
No log	11.5	184	0.6798	0.5505	0.6798	0.8245
No log	11.625	186	0.6764	0.5168	0.6764	0.8224
No log	11.75	188	0.6730	0.5245	0.6730	0.8204
No log	11.875	190	0.6951	0.5729	0.6951	0.8337
No log	12.0	192	0.7227	0.5780	0.7227	0.8501
No log	12.125	194	0.7448	0.5622	0.7448	0.8630
No log	12.25	196	0.7609	0.5166	0.7609	0.8723
No log	12.375	198	0.7928	0.5311	0.7928	0.8904
No log	12.5	200	0.7869	0.5162	0.7869	0.8871
No log	12.625	202	0.7534	0.5021	0.7534	0.8680
No log	12.75	204	0.7260	0.5237	0.7260	0.8521
No log	12.875	206	0.7087	0.5214	0.7087	0.8419
No log	13.0	208	0.7072	0.5312	0.7072	0.8409
No log	13.125	210	0.7106	0.5370	0.7106	0.8430
No log	13.25	212	0.7042	0.5203	0.7042	0.8392
No log	13.375	214	0.6987	0.5203	0.6987	0.8359
No log	13.5	216	0.6935	0.5185	0.6935	0.8327
No log	13.625	218	0.6905	0.5494	0.6905	0.8310
No log	13.75	220	0.6886	0.5272	0.6886	0.8298
No log	13.875	222	0.6915	0.5594	0.6915	0.8316
No log	14.0	224	0.7197	0.5711	0.7197	0.8483
No log	14.125	226	0.7650	0.5383	0.7650	0.8746
No log	14.25	228	0.7461	0.5310	0.7461	0.8638
No log	14.375	230	0.7340	0.5101	0.7340	0.8567
No log	14.5	232	0.7465	0.5005	0.7465	0.8640
No log	14.625	234	0.7328	0.5206	0.7328	0.8561
No log	14.75	236	0.7134	0.5630	0.7134	0.8446
No log	14.875	238	0.7088	0.5628	0.7088	0.8419
No log	15.0	240	0.7172	0.5591	0.7172	0.8469
No log	15.125	242	0.7404	0.5851	0.7404	0.8605
No log	15.25	244	0.7748	0.5625	0.7748	0.8802
No log	15.375	246	0.7529	0.5444	0.7529	0.8677
No log	15.5	248	0.7193	0.5602	0.7193	0.8481
No log	15.625	250	0.7190	0.5551	0.7190	0.8479
No log	15.75	252	0.7211	0.5551	0.7211	0.8492
No log	15.875	254	0.7319	0.5499	0.7319	0.8555
No log	16.0	256	0.7424	0.5461	0.7424	0.8616
No log	16.125	258	0.7424	0.5498	0.7424	0.8617
No log	16.25	260	0.7498	0.5550	0.7498	0.8659
No log	16.375	262	0.7643	0.5715	0.7643	0.8742
No log	16.5	264	0.7725	0.5561	0.7725	0.8789
No log	16.625	266	0.7827	0.5489	0.7827	0.8847
No log	16.75	268	0.7820	0.5475	0.7820	0.8843
No log	16.875	270	0.7932	0.5171	0.7932	0.8906
No log	17.0	272	0.8013	0.5180	0.8013	0.8952
No log	17.125	274	0.7935	0.4953	0.7935	0.8908
No log	17.25	276	0.8245	0.5382	0.8245	0.9080
No log	17.375	278	0.8563	0.5167	0.8563	0.9254
No log	17.5	280	0.8557	0.5051	0.8557	0.9250
No log	17.625	282	0.8447	0.5065	0.8447	0.9191
No log	17.75	284	0.8225	0.5164	0.8225	0.9069
No log	17.875	286	0.8155	0.5060	0.8155	0.9030
No log	18.0	288	0.8188	0.5400	0.8188	0.9049
No log	18.125	290	0.8150	0.5074	0.8150	0.9028
No log	18.25	292	0.8118	0.5028	0.8118	0.9010
No log	18.375	294	0.8008	0.4894	0.8008	0.8949
No log	18.5	296	0.7671	0.4733	0.7671	0.8758
No log	18.625	298	0.7532	0.4852	0.7532	0.8679
No log	18.75	300	0.7547	0.4946	0.7547	0.8687
No log	18.875	302	0.7713	0.5162	0.7713	0.8782
No log	19.0	304	0.7923	0.5324	0.7923	0.8901
No log	19.125	306	0.8090	0.5495	0.8090	0.8994
No log	19.25	308	0.8223	0.5180	0.8223	0.9068
No log	19.375	310	0.8361	0.4888	0.8361	0.9144
No log	19.5	312	0.8507	0.4926	0.8507	0.9224
No log	19.625	314	0.8652	0.5038	0.8652	0.9302
No log	19.75	316	0.8663	0.4956	0.8663	0.9308
No log	19.875	318	0.8477	0.5177	0.8477	0.9207
No log	20.0	320	0.8525	0.5056	0.8525	0.9233
No log	20.125	322	0.8690	0.5192	0.8690	0.9322
No log	20.25	324	0.8714	0.5323	0.8714	0.9335
No log	20.375	326	0.8640	0.5104	0.8640	0.9295
No log	20.5	328	0.8726	0.5087	0.8726	0.9341
No log	20.625	330	0.8631	0.4938	0.8631	0.9290
No log	20.75	332	0.8349	0.4939	0.8349	0.9137
No log	20.875	334	0.8130	0.4965	0.8130	0.9016
No log	21.0	336	0.7975	0.5228	0.7975	0.8930
No log	21.125	338	0.7816	0.5049	0.7816	0.8841
No log	21.25	340	0.7632	0.5257	0.7632	0.8736
No log	21.375	342	0.7496	0.5293	0.7496	0.8658
No log	21.5	344	0.7414	0.4980	0.7414	0.8611
No log	21.625	346	0.7472	0.5260	0.7472	0.8644
No log	21.75	348	0.7697	0.5229	0.7697	0.8773
No log	21.875	350	0.7950	0.5379	0.7950	0.8916
No log	22.0	352	0.7945	0.5444	0.7945	0.8914
No log	22.125	354	0.8033	0.5223	0.8033	0.8963
No log	22.25	356	0.8078	0.5237	0.8078	0.8988
No log	22.375	358	0.8251	0.5116	0.8251	0.9083
No log	22.5	360	0.8139	0.5067	0.8139	0.9022
No log	22.625	362	0.8074	0.4879	0.8074	0.8986
No log	22.75	364	0.8149	0.5112	0.8149	0.9027
No log	22.875	366	0.8289	0.5275	0.8289	0.9105
No log	23.0	368	0.8346	0.5315	0.8346	0.9136
No log	23.125	370	0.8403	0.5328	0.8403	0.9167
No log	23.25	372	0.8356	0.5328	0.8356	0.9141
No log	23.375	374	0.8291	0.5539	0.8291	0.9106
No log	23.5	376	0.8183	0.5575	0.8183	0.9046
No log	23.625	378	0.8068	0.5427	0.8068	0.8982
No log	23.75	380	0.8057	0.5127	0.8057	0.8976
No log	23.875	382	0.8213	0.5204	0.8213	0.9062
No log	24.0	384	0.8350	0.5172	0.8350	0.9138
No log	24.125	386	0.8386	0.5655	0.8386	0.9157
No log	24.25	388	0.8261	0.5453	0.8261	0.9089
No log	24.375	390	0.8250	0.5243	0.8250	0.9083
No log	24.5	392	0.8270	0.5140	0.8270	0.9094
No log	24.625	394	0.8255	0.5562	0.8255	0.9085
No log	24.75	396	0.8410	0.5152	0.8410	0.9170
No log	24.875	398	0.8546	0.5247	0.8546	0.9245
No log	25.0	400	0.8679	0.5391	0.8679	0.9316
No log	25.125	402	0.8959	0.5311	0.8959	0.9465
No log	25.25	404	0.8864	0.5318	0.8864	0.9415
No log	25.375	406	0.8733	0.5200	0.8733	0.9345
No log	25.5	408	0.8771	0.5230	0.8771	0.9365
No log	25.625	410	0.8896	0.5388	0.8896	0.9432
No log	25.75	412	0.9006	0.5503	0.9006	0.9490
No log	25.875	414	0.9256	0.5390	0.9256	0.9621
No log	26.0	416	0.9400	0.5242	0.9400	0.9695
No log	26.125	418	0.9446	0.4943	0.9446	0.9719
No log	26.25	420	0.9545	0.5068	0.9545	0.9770
No log	26.375	422	0.9648	0.4950	0.9648	0.9822
No log	26.5	424	0.9709	0.5070	0.9709	0.9854
No log	26.625	426	0.9674	0.5090	0.9674	0.9836
No log	26.75	428	0.9491	0.5054	0.9491	0.9742
No log	26.875	430	0.9123	0.5148	0.9123	0.9551
No log	27.0	432	0.8776	0.5275	0.8776	0.9368
No log	27.125	434	0.8689	0.5536	0.8689	0.9321
No log	27.25	436	0.8547	0.5524	0.8547	0.9245
No log	27.375	438	0.8251	0.5697	0.8251	0.9084
No log	27.5	440	0.8110	0.5258	0.8110	0.9005
No log	27.625	442	0.8142	0.5302	0.8142	0.9024
No log	27.75	444	0.8243	0.5560	0.8243	0.9079
No log	27.875	446	0.8263	0.5560	0.8263	0.9090
No log	28.0	448	0.8192	0.5585	0.8192	0.9051
No log	28.125	450	0.8270	0.5258	0.8270	0.9094
No log	28.25	452	0.8475	0.5488	0.8475	0.9206
No log	28.375	454	0.8569	0.5180	0.8569	0.9257
No log	28.5	456	0.8613	0.5202	0.8613	0.9281
No log	28.625	458	0.8738	0.5367	0.8738	0.9348
No log	28.75	460	0.8823	0.5433	0.8823	0.9393
No log	28.875	462	0.8976	0.5433	0.8976	0.9474
No log	29.0	464	0.8872	0.5443	0.8872	0.9419
No log	29.125	466	0.8833	0.5202	0.8833	0.9398
No log	29.25	468	0.8857	0.5173	0.8857	0.9411
No log	29.375	470	0.8919	0.5289	0.8919	0.9444
No log	29.5	472	0.8978	0.5179	0.8978	0.9475
No log	29.625	474	0.8931	0.5179	0.8931	0.9450
No log	29.75	476	0.8815	0.5119	0.8815	0.9389
No log	29.875	478	0.8863	0.5171	0.8863	0.9414
No log	30.0	480	0.8885	0.5162	0.8885	0.9426
No log	30.125	482	0.8846	0.5391	0.8846	0.9405
No log	30.25	484	0.8827	0.5419	0.8827	0.9395
No log	30.375	486	0.8941	0.5330	0.8941	0.9456
No log	30.5	488	0.8894	0.4942	0.8894	0.9431
No log	30.625	490	0.8599	0.4934	0.8599	0.9273
No log	30.75	492	0.8558	0.4976	0.8557	0.9251
No log	30.875	494	0.8531	0.4929	0.8531	0.9236
No log	31.0	496	0.8487	0.5105	0.8487	0.9213
No log	31.125	498	0.8370	0.5536	0.8370	0.9149
0.55	31.25	500	0.8316	0.5029	0.8316	0.9119
0.55	31.375	502	0.8401	0.5049	0.8401	0.9165
0.55	31.5	504	0.8487	0.5305	0.8487	0.9213
0.55	31.625	506	0.8428	0.5208	0.8428	0.9181
0.55	31.75	508	0.8392	0.5426	0.8392	0.9161
0.55	31.875	510	0.8507	0.5099	0.8507	0.9223
0.55	32.0	512	0.8528	0.5053	0.8528	0.9235
0.55	32.125	514	0.8568	0.5252	0.8568	0.9256
0.55	32.25	516	0.8512	0.5355	0.8512	0.9226
0.55	32.375	518	0.8337	0.5500	0.8337	0.9131
0.55	32.5	520	0.8298	0.5500	0.8298	0.9109
0.55	32.625	522	0.8130	0.5464	0.8130	0.9017
0.55	32.75	524	0.8044	0.5132	0.8044	0.8969
0.55	32.875	526	0.8073	0.4998	0.8073	0.8985
0.55	33.0	528	0.8048	0.5201	0.8048	0.8971
0.55	33.125	530	0.8052	0.5262	0.8052	0.8973
0.55	33.25	532	0.8083	0.5118	0.8083	0.8990
0.55	33.375	534	0.8119	0.5090	0.8119	0.9010
0.55	33.5	536	0.8076	0.5286	0.8076	0.8987
0.55	33.625	538	0.8021	0.5187	0.8021	0.8956
0.55	33.75	540	0.8103	0.5187	0.8103	0.9002
0.55	33.875	542	0.8281	0.5124	0.8281	0.9100
0.55	34.0	544	0.8618	0.5327	0.8618	0.9283
0.55	34.125	546	0.8833	0.5357	0.8833	0.9399
0.55	34.25	548	0.8846	0.5226	0.8846	0.9405
0.55	34.375	550	0.8970	0.5226	0.8970	0.9471
0.55	34.5	552	0.9038	0.5226	0.9038	0.9507
0.55	34.625	554	0.8990	0.4935	0.8990	0.9482
0.55	34.75	556	0.8945	0.5009	0.8945	0.9458
0.55	34.875	558	0.8919	0.5180	0.8919	0.9444
0.55	35.0	560	0.8847	0.4995	0.8847	0.9406
0.55	35.125	562	0.8895	0.5217	0.8895	0.9431
0.55	35.25	564	0.8998	0.5162	0.8998	0.9486
0.55	35.375	566	0.8877	0.5264	0.8877	0.9422
0.55	35.5	568	0.8724	0.5157	0.8724	0.9340
0.55	35.625	570	0.8741	0.4981	0.8741	0.9349
0.55	35.75	572	0.8737	0.5049	0.8737	0.9347
0.55	35.875	574	0.8863	0.5157	0.8863	0.9414
0.55	36.0	576	0.8750	0.5408	0.8750	0.9354
0.55	36.125	578	0.8716	0.4942	0.8716	0.9336
0.55	36.25	580	0.8880	0.4901	0.8880	0.9423
0.55	36.375	582	0.8985	0.4947	0.8985	0.9479
0.55	36.5	584	0.9012	0.4976	0.9012	0.9493
0.55	36.625	586	0.8968	0.4980	0.8968	0.9470

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k6_task2_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k6_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k6_task2_organization