Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0645	2	7.7723	-0.0457	7.7723	2.7879
No log	0.1290	4	5.4268	-0.0218	5.4268	2.3296
No log	0.1935	6	3.9440	0.0377	3.9440	1.9859
No log	0.2581	8	3.0158	0.1019	3.0158	1.7366
No log	0.3226	10	2.2981	0.1477	2.2981	1.5159
No log	0.3871	12	1.8466	0.1152	1.8466	1.3589
No log	0.4516	14	1.5362	0.2026	1.5362	1.2394
No log	0.5161	16	1.3858	0.1391	1.3858	1.1772
No log	0.5806	18	1.2533	0.2662	1.2533	1.1195
No log	0.6452	20	1.1474	0.3966	1.1474	1.0712
No log	0.7097	22	1.1030	0.4219	1.1030	1.0502
No log	0.7742	24	1.0747	0.4159	1.0747	1.0367
No log	0.8387	26	1.0507	0.4579	1.0507	1.0251
No log	0.9032	28	1.0065	0.4282	1.0065	1.0032
No log	0.9677	30	0.9821	0.4499	0.9821	0.9910
No log	1.0323	32	0.9593	0.4698	0.9593	0.9794
No log	1.0968	34	0.9306	0.4769	0.9306	0.9647
No log	1.1613	36	0.9159	0.4882	0.9159	0.9570
No log	1.2258	38	0.9276	0.5024	0.9276	0.9631
No log	1.2903	40	0.9093	0.5071	0.9093	0.9536
No log	1.3548	42	0.9105	0.4962	0.9105	0.9542
No log	1.4194	44	0.9182	0.5116	0.9182	0.9582
No log	1.4839	46	0.9701	0.4743	0.9701	0.9850
No log	1.5484	48	0.9558	0.5062	0.9558	0.9776
No log	1.6129	50	0.9435	0.5502	0.9435	0.9714
No log	1.6774	52	1.0088	0.4885	1.0088	1.0044
No log	1.7419	54	1.0511	0.4583	1.0511	1.0252
No log	1.8065	56	1.0409	0.4767	1.0409	1.0202
No log	1.8710	58	1.1105	0.4526	1.1105	1.0538
No log	1.9355	60	1.0567	0.4512	1.0567	1.0280
No log	2.0	62	0.8974	0.5526	0.8974	0.9473
No log	2.0645	64	0.8596	0.5868	0.8596	0.9271
No log	2.1290	66	0.8474	0.5868	0.8474	0.9205
No log	2.1935	68	0.8269	0.5727	0.8269	0.9093
No log	2.2581	70	0.8481	0.5912	0.8481	0.9209
No log	2.3226	72	0.9036	0.5780	0.9036	0.9506
No log	2.3871	74	0.8441	0.5770	0.8441	0.9187
No log	2.4516	76	0.7545	0.6058	0.7545	0.8686
No log	2.5161	78	0.7420	0.6368	0.7420	0.8614
No log	2.5806	80	0.7408	0.6227	0.7408	0.8607
No log	2.6452	82	0.7991	0.5713	0.7991	0.8939
No log	2.7097	84	0.9087	0.5963	0.9087	0.9532
No log	2.7742	86	0.9180	0.5909	0.9180	0.9581
No log	2.8387	88	0.8767	0.5820	0.8767	0.9363
No log	2.9032	90	0.8815	0.6049	0.8815	0.9389
No log	2.9677	92	0.8556	0.5696	0.8556	0.9250
No log	3.0323	94	0.8015	0.5838	0.8015	0.8953
No log	3.0968	96	0.7743	0.5797	0.7743	0.8800
No log	3.1613	98	0.7743	0.5853	0.7743	0.8799
No log	3.2258	100	0.7717	0.6128	0.7717	0.8785
No log	3.2903	102	0.7910	0.5847	0.7910	0.8894
No log	3.3548	104	0.8451	0.5674	0.8451	0.9193
No log	3.4194	106	0.8988	0.5863	0.8988	0.9480
No log	3.4839	108	0.8919	0.5802	0.8919	0.9444
No log	3.5484	110	0.8005	0.5924	0.8005	0.8947
No log	3.6129	112	0.7640	0.6098	0.7640	0.8741
No log	3.6774	114	0.7660	0.6179	0.7660	0.8752
No log	3.7419	116	0.7572	0.5982	0.7572	0.8702
No log	3.8065	118	0.7928	0.6050	0.7928	0.8904
No log	3.8710	120	0.8422	0.5987	0.8422	0.9177
No log	3.9355	122	0.8315	0.5987	0.8315	0.9119
No log	4.0	124	0.7428	0.6179	0.7428	0.8618
No log	4.0645	126	0.7175	0.6481	0.7175	0.8471
No log	4.1290	128	0.7331	0.6655	0.7331	0.8562
No log	4.1935	130	0.7128	0.6471	0.7128	0.8442
No log	4.2581	132	0.7274	0.6626	0.7274	0.8529
No log	4.3226	134	0.7531	0.6635	0.7531	0.8678
No log	4.3871	136	0.7404	0.6626	0.7404	0.8605
No log	4.4516	138	0.7297	0.6548	0.7297	0.8543
No log	4.5161	140	0.7533	0.6465	0.7533	0.8679
No log	4.5806	142	0.7409	0.6711	0.7409	0.8607
No log	4.6452	144	0.7299	0.6727	0.7299	0.8543
No log	4.7097	146	0.7244	0.6761	0.7244	0.8511
No log	4.7742	148	0.7298	0.6917	0.7298	0.8543
No log	4.8387	150	0.7237	0.6964	0.7237	0.8507
No log	4.9032	152	0.7180	0.6869	0.7180	0.8474
No log	4.9677	154	0.7826	0.6087	0.7826	0.8847
No log	5.0323	156	0.9149	0.5195	0.9149	0.9565
No log	5.0968	158	0.8852	0.5542	0.8852	0.9409
No log	5.1613	160	0.7412	0.6421	0.7412	0.8609
No log	5.2258	162	0.7045	0.6794	0.7045	0.8394
No log	5.2903	164	0.7544	0.6299	0.7544	0.8686
No log	5.3548	166	0.7345	0.6453	0.7345	0.8570
No log	5.4194	168	0.6817	0.6761	0.6817	0.8256
No log	5.4839	170	0.7326	0.6168	0.7326	0.8559
No log	5.5484	172	0.8455	0.5690	0.8455	0.9195
No log	5.6129	174	0.8409	0.5767	0.8409	0.9170
No log	5.6774	176	0.7723	0.6224	0.7723	0.8788
No log	5.7419	178	0.7438	0.6856	0.7438	0.8624
No log	5.8065	180	0.8656	0.6136	0.8656	0.9304
No log	5.8710	182	0.9272	0.5975	0.9272	0.9629
No log	5.9355	184	0.8415	0.6308	0.8415	0.9173
No log	6.0	186	0.7350	0.6739	0.7350	0.8573
No log	6.0645	188	0.7203	0.6769	0.7203	0.8487
No log	6.1290	190	0.7150	0.6474	0.7150	0.8456
No log	6.1935	192	0.7113	0.6425	0.7113	0.8434
No log	6.2581	194	0.6863	0.6313	0.6863	0.8284
No log	6.3226	196	0.6759	0.6693	0.6759	0.8222
No log	6.3871	198	0.6815	0.6606	0.6815	0.8255
No log	6.4516	200	0.7025	0.6814	0.7025	0.8382
No log	6.5161	202	0.7187	0.7033	0.7187	0.8478
No log	6.5806	204	0.7393	0.6983	0.7393	0.8598
No log	6.6452	206	0.7491	0.7157	0.7491	0.8655
No log	6.7097	208	0.7342	0.6897	0.7342	0.8569
No log	6.7742	210	0.7706	0.6764	0.7706	0.8779
No log	6.8387	212	0.7781	0.6619	0.7781	0.8821
No log	6.9032	214	0.7562	0.6671	0.7562	0.8696
No log	6.9677	216	0.7427	0.6773	0.7427	0.8618
No log	7.0323	218	0.7439	0.6754	0.7439	0.8625
No log	7.0968	220	0.7662	0.6701	0.7662	0.8753
No log	7.1613	222	0.7972	0.6703	0.7972	0.8929
No log	7.2258	224	0.8383	0.6362	0.8383	0.9156
No log	7.2903	226	0.8135	0.6325	0.8135	0.9019
No log	7.3548	228	0.7632	0.6730	0.7632	0.8736
No log	7.4194	230	0.7631	0.6741	0.7631	0.8736
No log	7.4839	232	0.8074	0.6041	0.8074	0.8985
No log	7.5484	234	0.8121	0.5996	0.8121	0.9012
No log	7.6129	236	0.7717	0.6727	0.7717	0.8784
No log	7.6774	238	0.8082	0.6470	0.8082	0.8990
No log	7.7419	240	0.8150	0.6509	0.8150	0.9028
No log	7.8065	242	0.7854	0.6896	0.7854	0.8862
No log	7.8710	244	0.8163	0.6180	0.8163	0.9035
No log	7.9355	246	0.8207	0.6180	0.8207	0.9059
No log	8.0	248	0.8179	0.6236	0.8179	0.9044
No log	8.0645	250	0.8543	0.6575	0.8543	0.9243
No log	8.1290	252	0.8736	0.6464	0.8736	0.9347
No log	8.1935	254	0.8726	0.6563	0.8726	0.9341
No log	8.2581	256	0.8834	0.6291	0.8834	0.9399
No log	8.3226	258	0.8724	0.6291	0.8724	0.9340
No log	8.3871	260	0.8554	0.6437	0.8554	0.9249
No log	8.4516	262	0.8909	0.5862	0.8909	0.9439
No log	8.5161	264	0.9190	0.5870	0.9190	0.9587
No log	8.5806	266	0.8622	0.5960	0.8622	0.9285
No log	8.6452	268	0.8020	0.6558	0.8020	0.8955
No log	8.7097	270	0.8195	0.6201	0.8195	0.9053
No log	8.7742	272	0.8895	0.5644	0.8895	0.9431
No log	8.8387	274	0.9154	0.5649	0.9154	0.9568
No log	8.9032	276	0.9362	0.5721	0.9362	0.9676
No log	8.9677	278	0.9295	0.5941	0.9295	0.9641
No log	9.0323	280	0.9049	0.6411	0.9049	0.9513
No log	9.0968	282	0.9008	0.6368	0.9008	0.9491
No log	9.1613	284	0.9080	0.6200	0.9080	0.9529
No log	9.2258	286	0.9095	0.6331	0.9095	0.9537
No log	9.2903	288	0.9205	0.6344	0.9205	0.9594
No log	9.3548	290	0.9702	0.5894	0.9702	0.9850
No log	9.4194	292	0.9988	0.5816	0.9988	0.9994
No log	9.4839	294	0.9176	0.6074	0.9176	0.9579
No log	9.5484	296	0.8052	0.6176	0.8052	0.8973
No log	9.6129	298	0.8022	0.6349	0.8022	0.8957
No log	9.6774	300	0.8236	0.6418	0.8236	0.9075
No log	9.7419	302	0.8048	0.6372	0.8048	0.8971
No log	9.8065	304	0.8291	0.6565	0.8291	0.9105
No log	9.8710	306	0.8596	0.6459	0.8596	0.9271
No log	9.9355	308	0.9117	0.6074	0.9117	0.9548
No log	10.0	310	0.8982	0.6087	0.8982	0.9477
No log	10.0645	312	0.8544	0.6547	0.8544	0.9244
No log	10.1290	314	0.8315	0.6580	0.8315	0.9119
No log	10.1935	316	0.8399	0.6580	0.8399	0.9165
No log	10.2581	318	0.8648	0.6530	0.8648	0.9299
No log	10.3226	320	0.9040	0.6276	0.9040	0.9508
No log	10.3871	322	0.8909	0.6462	0.8909	0.9439
No log	10.4516	324	0.8729	0.6464	0.8729	0.9343
No log	10.5161	326	0.8773	0.6237	0.8773	0.9366
No log	10.5806	328	0.9168	0.5999	0.9168	0.9575
No log	10.6452	330	0.8977	0.5999	0.8977	0.9475
No log	10.7097	332	0.8438	0.6318	0.8438	0.9186
No log	10.7742	334	0.8661	0.6229	0.8661	0.9306
No log	10.8387	336	0.9006	0.5776	0.9006	0.9490
No log	10.9032	338	0.8714	0.5853	0.8714	0.9335
No log	10.9677	340	0.8233	0.6229	0.8233	0.9073
No log	11.0323	342	0.7932	0.6260	0.7932	0.8906
No log	11.0968	344	0.8023	0.6448	0.8023	0.8957
No log	11.1613	346	0.8211	0.6260	0.8211	0.9061
No log	11.2258	348	0.8986	0.5857	0.8986	0.9480
No log	11.2903	350	1.0395	0.5324	1.0395	1.0195
No log	11.3548	352	1.0600	0.5167	1.0600	1.0296
No log	11.4194	354	0.9672	0.5724	0.9672	0.9835
No log	11.4839	356	0.8687	0.6367	0.8687	0.9320
No log	11.5484	358	0.8784	0.6085	0.8784	0.9372
No log	11.6129	360	0.8702	0.6085	0.8702	0.9329
No log	11.6774	362	0.8637	0.6268	0.8637	0.9293
No log	11.7419	364	0.8978	0.6247	0.8978	0.9475
No log	11.8065	366	0.8884	0.6121	0.8884	0.9426
No log	11.8710	368	0.8547	0.6092	0.8547	0.9245
No log	11.9355	370	0.8169	0.6209	0.8169	0.9038
No log	12.0	372	0.8038	0.6306	0.8038	0.8965
No log	12.0645	374	0.8126	0.6391	0.8126	0.9014
No log	12.1290	376	0.8485	0.6521	0.8485	0.9212
No log	12.1935	378	0.8844	0.6375	0.8844	0.9404
No log	12.2581	380	0.8579	0.6609	0.8579	0.9262
No log	12.3226	382	0.8301	0.6545	0.8301	0.9111
No log	12.3871	384	0.8292	0.6566	0.8292	0.9106
No log	12.4516	386	0.8713	0.6594	0.8713	0.9334
No log	12.5161	388	0.9114	0.6083	0.9114	0.9547
No log	12.5806	390	0.9205	0.6026	0.9205	0.9594
No log	12.6452	392	0.9440	0.5906	0.9440	0.9716
No log	12.7097	394	0.9572	0.5938	0.9572	0.9784
No log	12.7742	396	0.9190	0.6487	0.9190	0.9586
No log	12.8387	398	0.9340	0.6378	0.9340	0.9664
No log	12.9032	400	0.9377	0.6350	0.9377	0.9683
No log	12.9677	402	0.9767	0.6324	0.9767	0.9883
No log	13.0323	404	0.9769	0.6215	0.9769	0.9884
No log	13.0968	406	0.9687	0.6333	0.9687	0.9842
No log	13.1613	408	0.9588	0.5975	0.9588	0.9792
No log	13.2258	410	0.9806	0.6035	0.9806	0.9903
No log	13.2903	412	0.9640	0.6212	0.9640	0.9818
No log	13.3548	414	0.9824	0.5950	0.9824	0.9912
No log	13.4194	416	1.0280	0.5597	1.0280	1.0139
No log	13.4839	418	1.0949	0.5534	1.0949	1.0464
No log	13.5484	420	1.0479	0.5632	1.0479	1.0237
No log	13.6129	422	0.9409	0.5860	0.9409	0.9700
No log	13.6774	424	0.9098	0.6201	0.9098	0.9538
No log	13.7419	426	0.8905	0.6293	0.8905	0.9436
No log	13.8065	428	0.9168	0.6150	0.9168	0.9575
No log	13.8710	430	0.8877	0.6280	0.8877	0.9422
No log	13.9355	432	0.8904	0.6370	0.8904	0.9436
No log	14.0	434	0.8959	0.6282	0.8959	0.9465
No log	14.0645	436	0.9186	0.6363	0.9186	0.9584
No log	14.1290	438	0.9749	0.6332	0.9749	0.9874
No log	14.1935	440	1.0524	0.5961	1.0524	1.0259
No log	14.2581	442	1.0216	0.6289	1.0216	1.0108
No log	14.3226	444	0.9598	0.5900	0.9598	0.9797
No log	14.3871	446	0.9441	0.5833	0.9441	0.9717
No log	14.4516	448	0.9608	0.6075	0.9608	0.9802
No log	14.5161	450	1.0056	0.6177	1.0056	1.0028
No log	14.5806	452	1.0211	0.6020	1.0211	1.0105
No log	14.6452	454	0.9881	0.6403	0.9881	0.9940
No log	14.7097	456	0.9785	0.6367	0.9785	0.9892
No log	14.7742	458	0.9771	0.6308	0.9771	0.9885
No log	14.8387	460	0.9350	0.6259	0.9350	0.9670
No log	14.9032	462	0.8947	0.5753	0.8947	0.9459
No log	14.9677	464	0.8968	0.5791	0.8968	0.9470
No log	15.0323	466	0.9273	0.6243	0.9273	0.9630
No log	15.0968	468	0.9974	0.6315	0.9974	0.9987
No log	15.1613	470	0.9929	0.6279	0.9929	0.9964
No log	15.2258	472	0.9466	0.6021	0.9466	0.9730
No log	15.2903	474	0.9393	0.6055	0.9393	0.9692
No log	15.3548	476	0.9565	0.5955	0.9565	0.9780
No log	15.4194	478	1.0137	0.5715	1.0137	1.0068
No log	15.4839	480	1.0372	0.5789	1.0372	1.0184
No log	15.5484	482	0.9706	0.5801	0.9706	0.9852
No log	15.6129	484	0.9400	0.5770	0.9400	0.9696
No log	15.6774	486	0.9100	0.6074	0.9100	0.9539
No log	15.7419	488	0.8932	0.6051	0.8932	0.9451
No log	15.8065	490	0.9066	0.6168	0.9066	0.9522
No log	15.8710	492	0.9356	0.6146	0.9356	0.9672
No log	15.9355	494	0.9231	0.6146	0.9231	0.9608
No log	16.0	496	0.8966	0.6232	0.8966	0.9469
No log	16.0645	498	0.8787	0.6282	0.8787	0.9374
0.6128	16.1290	500	0.8866	0.6198	0.8866	0.9416
0.6128	16.1935	502	0.9339	0.6226	0.9339	0.9664
0.6128	16.2581	504	0.9997	0.6063	0.9997	0.9998
0.6128	16.3226	506	1.0108	0.6136	1.0108	1.0054
0.6128	16.3871	508	0.9713	0.6169	0.9713	0.9856
0.6128	16.4516	510	0.9040	0.6317	0.9040	0.9508
0.6128	16.5161	512	0.8892	0.6138	0.8892	0.9430
0.6128	16.5806	514	0.8892	0.6172	0.8892	0.9430
0.6128	16.6452	516	0.9252	0.6488	0.9252	0.9619
0.6128	16.7097	518	1.0202	0.6241	1.0202	1.0100
0.6128	16.7742	520	1.0714	0.6065	1.0714	1.0351
0.6128	16.8387	522	1.0601	0.5893	1.0601	1.0296
0.6128	16.9032	524	1.0433	0.5891	1.0433	1.0214
0.6128	16.9677	526	1.0128	0.5946	1.0128	1.0064
0.6128	17.0323	528	1.0023	0.6010	1.0023	1.0011

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k12_task1_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k12_task1_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k12_task1_organization