Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0526	2	6.4531	-0.0278	6.4531	2.5403
No log	0.1053	4	4.3972	-0.0314	4.3972	2.0970
No log	0.1579	6	2.9859	-0.0077	2.9859	1.7280
No log	0.2105	8	2.0699	0.0022	2.0699	1.4387
No log	0.2632	10	1.5350	-0.0051	1.5350	1.2390
No log	0.3158	12	1.3123	-0.0541	1.3123	1.1455
No log	0.3684	14	1.2172	-0.0447	1.2172	1.1033
No log	0.4211	16	1.2653	-0.0404	1.2653	1.1249
No log	0.4737	18	1.2493	0.0218	1.2493	1.1177
No log	0.5263	20	1.1109	-0.0052	1.1109	1.0540
No log	0.5789	22	1.0908	0.0044	1.0908	1.0444
No log	0.6316	24	1.1207	0.0309	1.1207	1.0586
No log	0.6842	26	1.0850	0.0374	1.0850	1.0416
No log	0.7368	28	1.0401	0.0446	1.0401	1.0199
No log	0.7895	30	0.9435	0.0681	0.9435	0.9714
No log	0.8421	32	0.8781	0.1337	0.8781	0.9371
No log	0.8947	34	0.8685	0.1602	0.8685	0.9319
No log	0.9474	36	0.8586	0.1442	0.8586	0.9266
No log	1.0	38	0.9054	0.2368	0.9054	0.9515
No log	1.0526	40	1.0150	0.1907	1.0150	1.0075
No log	1.1053	42	1.0105	0.2167	1.0105	1.0052
No log	1.1579	44	0.9843	0.2576	0.9843	0.9921
No log	1.2105	46	1.0337	0.2515	1.0337	1.0167
No log	1.2632	48	0.9941	0.3223	0.9941	0.9970
No log	1.3158	50	0.9048	0.3595	0.9048	0.9512
No log	1.3684	52	0.8522	0.3561	0.8522	0.9231
No log	1.4211	54	0.7697	0.4122	0.7697	0.8773
No log	1.4737	56	0.6807	0.3962	0.6807	0.8250
No log	1.5263	58	0.6370	0.3623	0.6370	0.7981
No log	1.5789	60	0.6348	0.3361	0.6348	0.7968
No log	1.6316	62	0.6374	0.3657	0.6374	0.7984
No log	1.6842	64	0.6591	0.3367	0.6591	0.8118
No log	1.7368	66	0.7015	0.4061	0.7015	0.8376
No log	1.7895	68	0.7326	0.3802	0.7326	0.8559
No log	1.8421	70	0.7417	0.4077	0.7417	0.8612
No log	1.8947	72	0.7348	0.4150	0.7348	0.8572
No log	1.9474	74	0.7793	0.3991	0.7793	0.8828
No log	2.0	76	0.7560	0.4120	0.7560	0.8695
No log	2.0526	78	0.7117	0.4157	0.7117	0.8436
No log	2.1053	80	0.7416	0.4031	0.7416	0.8611
No log	2.1579	82	0.8287	0.4471	0.8287	0.9104
No log	2.2105	84	0.8667	0.4236	0.8667	0.9310
No log	2.2632	86	0.8484	0.4333	0.8484	0.9211
No log	2.3158	88	0.8900	0.4010	0.8900	0.9434
No log	2.3684	90	0.8391	0.4351	0.8391	0.9160
No log	2.4211	92	0.7273	0.4078	0.7273	0.8528
No log	2.4737	94	0.6703	0.3799	0.6703	0.8187
No log	2.5263	96	0.6430	0.4139	0.6430	0.8019
No log	2.5789	98	0.6321	0.4568	0.6321	0.7951
No log	2.6316	100	0.6180	0.4572	0.6180	0.7861
No log	2.6842	102	0.6024	0.4639	0.6024	0.7762
No log	2.7368	104	0.6049	0.4639	0.6049	0.7778
No log	2.7895	106	0.6264	0.4661	0.6264	0.7914
No log	2.8421	108	0.6223	0.4378	0.6223	0.7889
No log	2.8947	110	0.6376	0.4493	0.6376	0.7985
No log	2.9474	112	0.7200	0.4696	0.7200	0.8485
No log	3.0	114	0.7616	0.4530	0.7616	0.8727
No log	3.0526	116	0.7037	0.4555	0.7037	0.8389
No log	3.1053	118	0.6626	0.4748	0.6626	0.8140
No log	3.1579	120	0.6558	0.4712	0.6558	0.8098
No log	3.2105	122	0.6804	0.4524	0.6804	0.8249
No log	3.2632	124	0.7326	0.4727	0.7326	0.8559
No log	3.3158	126	0.7407	0.4683	0.7407	0.8607
No log	3.3684	128	0.7331	0.4714	0.7331	0.8562
No log	3.4211	130	0.7621	0.4683	0.7621	0.8730
No log	3.4737	132	0.8647	0.4366	0.8647	0.9299
No log	3.5263	134	0.8902	0.4187	0.8902	0.9435
No log	3.5789	136	0.7733	0.4899	0.7733	0.8793
No log	3.6316	138	0.6951	0.4869	0.6951	0.8338
No log	3.6842	140	0.6432	0.4573	0.6432	0.8020
No log	3.7368	142	0.6469	0.4367	0.6469	0.8043
No log	3.7895	144	0.6610	0.4498	0.6610	0.8130
No log	3.8421	146	0.6741	0.4385	0.6741	0.8210
No log	3.8947	148	0.7007	0.4402	0.7007	0.8371
No log	3.9474	150	0.7378	0.4209	0.7378	0.8590
No log	4.0	152	0.7215	0.4459	0.7215	0.8494
No log	4.0526	154	0.6889	0.4719	0.6889	0.8300
No log	4.1053	156	0.6727	0.4641	0.6727	0.8202
No log	4.1579	158	0.6725	0.3991	0.6725	0.8200
No log	4.2105	160	0.6659	0.4340	0.6659	0.8160
No log	4.2632	162	0.6421	0.4892	0.6421	0.8013
No log	4.3158	164	0.6417	0.54	0.6417	0.8011
No log	4.3684	166	0.6896	0.4884	0.6896	0.8304
No log	4.4211	168	0.7172	0.4846	0.7172	0.8469
No log	4.4737	170	0.6994	0.4675	0.6994	0.8363
No log	4.5263	172	0.6925	0.4656	0.6925	0.8321
No log	4.5789	174	0.7046	0.4710	0.7046	0.8394
No log	4.6316	176	0.7226	0.4729	0.7226	0.8501
No log	4.6842	178	0.7226	0.4764	0.7226	0.8500
No log	4.7368	180	0.7240	0.4713	0.7240	0.8509
No log	4.7895	182	0.7115	0.4648	0.7115	0.8435
No log	4.8421	184	0.7029	0.4918	0.7029	0.8384
No log	4.8947	186	0.7078	0.5095	0.7078	0.8413
No log	4.9474	188	0.6995	0.5095	0.6995	0.8364
No log	5.0	190	0.6980	0.4925	0.6980	0.8355
No log	5.0526	192	0.7187	0.4885	0.7187	0.8478
No log	5.1053	194	0.7427	0.5145	0.7427	0.8618
No log	5.1579	196	0.7929	0.5110	0.7929	0.8904
No log	5.2105	198	0.8841	0.4908	0.8841	0.9403
No log	5.2632	200	0.9274	0.4838	0.9274	0.9630
No log	5.3158	202	0.8910	0.5035	0.8910	0.9439
No log	5.3684	204	0.8357	0.5041	0.8357	0.9141
No log	5.4211	206	0.7682	0.5245	0.7682	0.8765
No log	5.4737	208	0.7277	0.5383	0.7277	0.8530
No log	5.5263	210	0.7311	0.4915	0.7311	0.8550
No log	5.5789	212	0.7257	0.5119	0.7257	0.8519
No log	5.6316	214	0.7166	0.5129	0.7166	0.8465
No log	5.6842	216	0.7260	0.5125	0.7260	0.8521
No log	5.7368	218	0.7384	0.5227	0.7384	0.8593
No log	5.7895	220	0.7936	0.5201	0.7936	0.8909
No log	5.8421	222	0.8508	0.4454	0.8508	0.9224
No log	5.8947	224	0.8612	0.4294	0.8612	0.9280
No log	5.9474	226	0.7854	0.4784	0.7854	0.8862
No log	6.0	228	0.7365	0.4884	0.7365	0.8582
No log	6.0526	230	0.7439	0.5273	0.7439	0.8625
No log	6.1053	232	0.7487	0.5285	0.7487	0.8653
No log	6.1579	234	0.7584	0.4890	0.7584	0.8709
No log	6.2105	236	0.7784	0.4624	0.7784	0.8823
No log	6.2632	238	0.7860	0.4495	0.7860	0.8866
No log	6.3158	240	0.7643	0.4918	0.7643	0.8743
No log	6.3684	242	0.7188	0.5057	0.7188	0.8478
No log	6.4211	244	0.7154	0.5113	0.7154	0.8458
No log	6.4737	246	0.7325	0.4887	0.7325	0.8559
No log	6.5263	248	0.7564	0.4887	0.7564	0.8697
No log	6.5789	250	0.7897	0.4956	0.7897	0.8886
No log	6.6316	252	0.7895	0.4883	0.7895	0.8885
No log	6.6842	254	0.8028	0.5025	0.8028	0.8960
No log	6.7368	256	0.8297	0.5092	0.8297	0.9109
No log	6.7895	258	0.8486	0.5005	0.8486	0.9212
No log	6.8421	260	0.8824	0.4950	0.8824	0.9394
No log	6.8947	262	0.9549	0.4751	0.9549	0.9772
No log	6.9474	264	0.9484	0.4751	0.9484	0.9738
No log	7.0	266	0.8765	0.4809	0.8765	0.9362
No log	7.0526	268	0.8368	0.5079	0.8368	0.9148
No log	7.1053	270	0.8186	0.5159	0.8186	0.9048
No log	7.1579	272	0.8014	0.4866	0.8014	0.8952
No log	7.2105	274	0.8049	0.4990	0.8049	0.8972
No log	7.2632	276	0.8384	0.4717	0.8384	0.9156
No log	7.3158	278	0.8248	0.4789	0.8248	0.9082
No log	7.3684	280	0.7621	0.4855	0.7621	0.8730
No log	7.4211	282	0.7420	0.5110	0.7420	0.8614
No log	7.4737	284	0.7537	0.5071	0.7537	0.8681
No log	7.5263	286	0.7741	0.4880	0.7741	0.8798
No log	7.5789	288	0.7968	0.4915	0.7968	0.8926
No log	7.6316	290	0.8103	0.4889	0.8103	0.9001
No log	7.6842	292	0.7982	0.4898	0.7982	0.8934
No log	7.7368	294	0.7859	0.4819	0.7859	0.8865
No log	7.7895	296	0.7813	0.4819	0.7813	0.8839
No log	7.8421	298	0.7819	0.4825	0.7819	0.8843
No log	7.8947	300	0.7846	0.4674	0.7846	0.8858
No log	7.9474	302	0.7925	0.4818	0.7925	0.8902
No log	8.0	304	0.7813	0.4872	0.7813	0.8839
No log	8.0526	306	0.7821	0.4802	0.7821	0.8844
No log	8.1053	308	0.7976	0.4984	0.7976	0.8931
No log	8.1579	310	0.8034	0.4745	0.8034	0.8963
No log	8.2105	312	0.8106	0.4687	0.8106	0.9003
No log	8.2632	314	0.7990	0.5146	0.7990	0.8939
No log	8.3158	316	0.8167	0.5118	0.8167	0.9037
No log	8.3684	318	0.8039	0.5118	0.8039	0.8966
No log	8.4211	320	0.7874	0.5139	0.7874	0.8874
No log	8.4737	322	0.8489	0.4824	0.8489	0.9214
No log	8.5263	324	0.8786	0.4791	0.8786	0.9373
No log	8.5789	326	0.8278	0.4995	0.8278	0.9098
No log	8.6316	328	0.7578	0.4875	0.7578	0.8705
No log	8.6842	330	0.7220	0.5370	0.7220	0.8497
No log	8.7368	332	0.7016	0.5211	0.7016	0.8376
No log	8.7895	334	0.7034	0.5342	0.7034	0.8387
No log	8.8421	336	0.7235	0.5216	0.7235	0.8506
No log	8.8947	338	0.7564	0.4807	0.7564	0.8697
No log	8.9474	340	0.7488	0.5358	0.7488	0.8653
No log	9.0	342	0.7551	0.5146	0.7551	0.8690
No log	9.0526	344	0.7863	0.5290	0.7863	0.8867
No log	9.1053	346	0.8381	0.4674	0.8381	0.9155
No log	9.1579	348	0.8970	0.4462	0.8970	0.9471
No log	9.2105	350	0.8878	0.4529	0.8878	0.9422
No log	9.2632	352	0.8747	0.4982	0.8747	0.9352
No log	9.3158	354	0.8670	0.4864	0.8670	0.9312
No log	9.3684	356	0.8268	0.5153	0.8268	0.9093
No log	9.4211	358	0.8021	0.5033	0.8021	0.8956
No log	9.4737	360	0.7924	0.4521	0.7924	0.8902
No log	9.5263	362	0.7635	0.5041	0.7635	0.8738
No log	9.5789	364	0.7451	0.5101	0.7451	0.8632
No log	9.6316	366	0.7782	0.4840	0.7782	0.8821
No log	9.6842	368	0.7816	0.4840	0.7816	0.8841
No log	9.7368	370	0.7568	0.5211	0.7568	0.8700
No log	9.7895	372	0.7924	0.4751	0.7924	0.8902
No log	9.8421	374	0.8029	0.4734	0.8029	0.8961
No log	9.8947	376	0.7919	0.4889	0.7919	0.8899
No log	9.9474	378	0.8124	0.5105	0.8124	0.9013
No log	10.0	380	0.8372	0.4741	0.8372	0.9150
No log	10.0526	382	0.8420	0.4664	0.8420	0.9176
No log	10.1053	384	0.8221	0.5245	0.8221	0.9067
No log	10.1579	386	0.8259	0.4950	0.8259	0.9088
No log	10.2105	388	0.8157	0.5256	0.8157	0.9032
No log	10.2632	390	0.8035	0.4819	0.8035	0.8964
No log	10.3158	392	0.7888	0.5226	0.7888	0.8881
No log	10.3684	394	0.8122	0.4781	0.8122	0.9012
No log	10.4211	396	0.8209	0.4688	0.8209	0.9061
No log	10.4737	398	0.8423	0.4543	0.8423	0.9178
No log	10.5263	400	0.8643	0.4721	0.8643	0.9297
No log	10.5789	402	0.8749	0.5130	0.8749	0.9354
No log	10.6316	404	0.9264	0.4720	0.9264	0.9625
No log	10.6842	406	0.9493	0.4600	0.9493	0.9743
No log	10.7368	408	0.9318	0.5112	0.9318	0.9653
No log	10.7895	410	0.9215	0.4973	0.9215	0.9600
No log	10.8421	412	0.9109	0.4429	0.9109	0.9544
No log	10.8947	414	0.9042	0.4321	0.9042	0.9509
No log	10.9474	416	0.8660	0.4462	0.8660	0.9306
No log	11.0	418	0.8314	0.4751	0.8314	0.9118
No log	11.0526	420	0.8358	0.5044	0.8358	0.9142
No log	11.1053	422	0.8209	0.5022	0.8209	0.9060
No log	11.1579	424	0.8031	0.4542	0.8031	0.8961
No log	11.2105	426	0.8001	0.4546	0.8001	0.8945
No log	11.2632	428	0.8015	0.4650	0.8015	0.8953
No log	11.3158	430	0.8178	0.4487	0.8178	0.9043
No log	11.3684	432	0.8378	0.4250	0.8378	0.9153
No log	11.4211	434	0.8361	0.4487	0.8361	0.9144
No log	11.4737	436	0.8327	0.4524	0.8327	0.9125
No log	11.5263	438	0.8507	0.4461	0.8507	0.9223
No log	11.5789	440	0.8734	0.4300	0.8734	0.9345
No log	11.6316	442	0.9139	0.4153	0.9139	0.9560
No log	11.6842	444	0.9690	0.4194	0.9690	0.9844
No log	11.7368	446	0.9528	0.4401	0.9528	0.9761
No log	11.7895	448	0.9000	0.4532	0.9000	0.9487
No log	11.8421	450	0.8837	0.4673	0.8837	0.9400
No log	11.8947	452	0.8784	0.4540	0.8784	0.9372
No log	11.9474	454	0.8859	0.4454	0.8859	0.9412
No log	12.0	456	0.8863	0.4906	0.8863	0.9414
No log	12.0526	458	0.8490	0.4653	0.8490	0.9214
No log	12.1053	460	0.8190	0.4624	0.8190	0.9050
No log	12.1579	462	0.8159	0.4600	0.8159	0.9033
No log	12.2105	464	0.8385	0.4653	0.8385	0.9157
No log	12.2632	466	0.9011	0.4641	0.9011	0.9493
No log	12.3158	468	0.8987	0.4904	0.8987	0.9480
No log	12.3684	470	0.8669	0.4812	0.8669	0.9311
No log	12.4211	472	0.8499	0.4552	0.8499	0.9219
No log	12.4737	474	0.8397	0.4773	0.8397	0.9164
No log	12.5263	476	0.8400	0.4701	0.8400	0.9165
No log	12.5789	478	0.8542	0.5039	0.8542	0.9243
No log	12.6316	480	0.8640	0.4650	0.8640	0.9295
No log	12.6842	482	0.8300	0.4798	0.8300	0.9110
No log	12.7368	484	0.8274	0.5057	0.8274	0.9096
No log	12.7895	486	0.8492	0.4647	0.8492	0.9215
No log	12.8421	488	0.8439	0.4684	0.8439	0.9186
No log	12.8947	490	0.7893	0.4779	0.7893	0.8884
No log	12.9474	492	0.7445	0.4856	0.7445	0.8628
No log	13.0	494	0.7490	0.4886	0.7490	0.8655
No log	13.0526	496	0.7567	0.4967	0.7567	0.8699
No log	13.1053	498	0.7773	0.4852	0.7773	0.8816
0.5395	13.1579	500	0.8024	0.4675	0.8024	0.8958
0.5395	13.2105	502	0.8313	0.4950	0.8313	0.9118
0.5395	13.2632	504	0.8501	0.4957	0.8501	0.9220
0.5395	13.3158	506	0.8760	0.4543	0.8760	0.9359
0.5395	13.3684	508	0.9255	0.4645	0.9255	0.9620
0.5395	13.4211	510	0.9050	0.4321	0.9050	0.9513
0.5395	13.4737	512	0.8600	0.4549	0.8600	0.9274
0.5395	13.5263	514	0.8603	0.4854	0.8603	0.9275
0.5395	13.5789	516	0.8633	0.4607	0.8633	0.9291
0.5395	13.6316	518	0.8141	0.4816	0.8141	0.9023
0.5395	13.6842	520	0.7701	0.4720	0.7701	0.8776
0.5395	13.7368	522	0.7948	0.4625	0.7948	0.8915
0.5395	13.7895	524	0.8405	0.4542	0.8405	0.9168
0.5395	13.8421	526	0.8601	0.4574	0.8601	0.9274
0.5395	13.8947	528	0.8214	0.4235	0.8214	0.9063
0.5395	13.9474	530	0.7822	0.4459	0.7822	0.8844

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k15_task2_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k15_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k15_task2_organization