Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.04	2	6.4356	-0.0218	6.4356	2.5369
No log	0.08	4	4.3911	-0.0299	4.3911	2.0955
No log	0.12	6	3.1322	0.0193	3.1322	1.7698
No log	0.16	8	2.2870	0.0	2.2870	1.5123
No log	0.2	10	1.7326	-0.0312	1.7326	1.3163
No log	0.24	12	1.3853	-0.0565	1.3853	1.1770
No log	0.28	14	1.3542	-0.0765	1.3542	1.1637
No log	0.32	16	1.5713	-0.0723	1.5713	1.2535
No log	0.36	18	1.6694	-0.0943	1.6694	1.2921
No log	0.4	20	1.3979	-0.0138	1.3979	1.1823
No log	0.44	22	0.9897	0.1511	0.9897	0.9948
No log	0.48	24	0.7825	0.1424	0.7825	0.8846
No log	0.52	26	0.7338	0.2416	0.7338	0.8566
No log	0.56	28	0.7668	0.2287	0.7668	0.8757
No log	0.6	30	0.8755	0.1805	0.8755	0.9357
No log	0.64	32	1.0531	0.1021	1.0531	1.0262
No log	0.68	34	1.2032	0.0951	1.2032	1.0969
No log	0.72	36	1.2113	0.1103	1.2113	1.1006
No log	0.76	38	1.0697	0.1682	1.0697	1.0342
No log	0.8	40	0.8997	0.1987	0.8997	0.9485
No log	0.84	42	0.8158	0.2273	0.8158	0.9032
No log	0.88	44	0.7725	0.2092	0.7725	0.8789
No log	0.92	46	0.7938	0.2278	0.7938	0.8910
No log	0.96	48	0.8549	0.2055	0.8549	0.9246
No log	1.0	50	0.9123	0.2472	0.9123	0.9551
No log	1.04	52	0.8838	0.3200	0.8838	0.9401
No log	1.08	54	0.8130	0.3347	0.8130	0.9016
No log	1.12	56	0.7818	0.3306	0.7818	0.8842
No log	1.16	58	0.7640	0.2903	0.7640	0.8741
No log	1.2	60	0.7743	0.2786	0.7743	0.8800
No log	1.24	62	0.7558	0.2903	0.7558	0.8693
No log	1.28	64	0.7412	0.3225	0.7412	0.8609
No log	1.32	66	0.7757	0.2797	0.7757	0.8808
No log	1.3600	68	0.8083	0.2746	0.8083	0.8991
No log	1.4	70	0.7922	0.3235	0.7922	0.8901
No log	1.44	72	0.7902	0.3159	0.7902	0.8890
No log	1.48	74	0.7300	0.3403	0.7300	0.8544
No log	1.52	76	0.6848	0.3078	0.6848	0.8275
No log	1.56	78	0.6517	0.3883	0.6517	0.8073
No log	1.6	80	0.6313	0.4227	0.6313	0.7945
No log	1.6400	82	0.6484	0.4532	0.6484	0.8052
No log	1.6800	84	0.6709	0.4254	0.6709	0.8191
No log	1.72	86	0.6973	0.4378	0.6973	0.8351
No log	1.76	88	0.7194	0.4400	0.7194	0.8482
No log	1.8	90	0.7558	0.4246	0.7558	0.8694
No log	1.8400	92	0.7767	0.4125	0.7767	0.8813
No log	1.88	94	0.8425	0.3987	0.8425	0.9179
No log	1.92	96	0.8366	0.3951	0.8366	0.9146
No log	1.96	98	0.7931	0.4298	0.7931	0.8906
No log	2.0	100	0.7166	0.4340	0.7166	0.8465
No log	2.04	102	0.6694	0.4337	0.6694	0.8182
No log	2.08	104	0.6482	0.4216	0.6482	0.8051
No log	2.12	106	0.6499	0.4653	0.6499	0.8062
No log	2.16	108	0.6877	0.4835	0.6877	0.8293
No log	2.2	110	0.7189	0.4847	0.7189	0.8479
No log	2.24	112	0.7409	0.4685	0.7409	0.8607
No log	2.2800	114	0.7109	0.4835	0.7109	0.8432
No log	2.32	116	0.7183	0.4634	0.7183	0.8475
No log	2.36	118	0.7073	0.4755	0.7073	0.8410
No log	2.4	120	0.6753	0.4885	0.6753	0.8218
No log	2.44	122	0.6462	0.4741	0.6462	0.8039
No log	2.48	124	0.6428	0.4741	0.6428	0.8017
No log	2.52	126	0.6544	0.4919	0.6544	0.8090
No log	2.56	128	0.7040	0.4969	0.7040	0.8390
No log	2.6	130	0.7139	0.5	0.7139	0.8449
No log	2.64	132	0.6723	0.5270	0.6723	0.8200
No log	2.68	134	0.6404	0.5185	0.6404	0.8002
No log	2.7200	136	0.6134	0.5031	0.6134	0.7832
No log	2.76	138	0.6039	0.5079	0.6039	0.7771
No log	2.8	140	0.6080	0.5169	0.6080	0.7797
No log	2.84	142	0.6053	0.4951	0.6053	0.7780
No log	2.88	144	0.6311	0.4855	0.6311	0.7944
No log	2.92	146	0.6517	0.4895	0.6517	0.8073
No log	2.96	148	0.6882	0.5092	0.6882	0.8296
No log	3.0	150	0.6595	0.5149	0.6595	0.8121
No log	3.04	152	0.6329	0.5241	0.6329	0.7955
No log	3.08	154	0.6174	0.4991	0.6174	0.7858
No log	3.12	156	0.6252	0.5039	0.6252	0.7907
No log	3.16	158	0.6801	0.5372	0.6801	0.8247
No log	3.2	160	0.7349	0.5214	0.7349	0.8573
No log	3.24	162	0.6948	0.5437	0.6948	0.8336
No log	3.2800	164	0.6279	0.4936	0.6279	0.7924
No log	3.32	166	0.6007	0.5078	0.6007	0.7751
No log	3.36	168	0.6027	0.4963	0.6027	0.7764
No log	3.4	170	0.6107	0.5042	0.6107	0.7815
No log	3.44	172	0.6391	0.4709	0.6391	0.7994
No log	3.48	174	0.7140	0.5214	0.7140	0.8450
No log	3.52	176	0.7236	0.5168	0.7236	0.8506
No log	3.56	178	0.6710	0.5285	0.6710	0.8191
No log	3.6	180	0.6433	0.5380	0.6433	0.8020
No log	3.64	182	0.6505	0.5342	0.6505	0.8065
No log	3.68	184	0.6297	0.5441	0.6297	0.7935
No log	3.7200	186	0.6456	0.5571	0.6456	0.8035
No log	3.76	188	0.6533	0.5696	0.6533	0.8083
No log	3.8	190	0.6427	0.5443	0.6427	0.8017
No log	3.84	192	0.6673	0.4988	0.6673	0.8169
No log	3.88	194	0.7360	0.4539	0.7360	0.8579
No log	3.92	196	0.7407	0.4488	0.7407	0.8607
No log	3.96	198	0.6671	0.5015	0.6671	0.8168
No log	4.0	200	0.6184	0.5288	0.6184	0.7864
No log	4.04	202	0.6008	0.5306	0.6008	0.7751
No log	4.08	204	0.6017	0.5287	0.6017	0.7757
No log	4.12	206	0.6174	0.5071	0.6174	0.7857
No log	4.16	208	0.6245	0.4967	0.6245	0.7902
No log	4.2	210	0.6316	0.4978	0.6316	0.7948
No log	4.24	212	0.6376	0.4913	0.6376	0.7985
No log	4.28	214	0.6336	0.4662	0.6336	0.7960
No log	4.32	216	0.6262	0.4993	0.6262	0.7914
No log	4.36	218	0.6209	0.5232	0.6209	0.7880
No log	4.4	220	0.6306	0.4283	0.6306	0.7941
No log	4.44	222	0.6851	0.4165	0.6851	0.8277
No log	4.48	224	0.7466	0.4473	0.7466	0.8641
No log	4.52	226	0.7282	0.4288	0.7282	0.8534
No log	4.5600	228	0.6835	0.5154	0.6835	0.8267
No log	4.6	230	0.6807	0.5231	0.6807	0.8251
No log	4.64	232	0.6685	0.4805	0.6685	0.8176
No log	4.68	234	0.6589	0.5191	0.6589	0.8117
No log	4.72	236	0.6546	0.5166	0.6546	0.8091
No log	4.76	238	0.6604	0.4854	0.6604	0.8126
No log	4.8	240	0.6724	0.4811	0.6724	0.8200
No log	4.84	242	0.6695	0.5069	0.6695	0.8182
No log	4.88	244	0.6687	0.5069	0.6687	0.8177
No log	4.92	246	0.6718	0.4935	0.6718	0.8196
No log	4.96	248	0.6830	0.5052	0.6830	0.8264
No log	5.0	250	0.7179	0.5183	0.7179	0.8473
No log	5.04	252	0.7492	0.475	0.7492	0.8656
No log	5.08	254	0.7416	0.4770	0.7416	0.8612
No log	5.12	256	0.7247	0.4964	0.7247	0.8513
No log	5.16	258	0.7114	0.4776	0.7114	0.8435
No log	5.2	260	0.7121	0.5028	0.7121	0.8439
No log	5.24	262	0.7565	0.4878	0.7565	0.8698
No log	5.28	264	0.7775	0.5056	0.7775	0.8818
No log	5.32	266	0.7250	0.5141	0.7250	0.8515
No log	5.36	268	0.6560	0.4962	0.6560	0.8100
No log	5.4	270	0.6358	0.5487	0.6358	0.7974
No log	5.44	272	0.6340	0.5323	0.6340	0.7963
No log	5.48	274	0.6577	0.4785	0.6577	0.8110
No log	5.52	276	0.6844	0.4533	0.6844	0.8273
No log	5.5600	278	0.6906	0.4855	0.6906	0.8310
No log	5.6	280	0.7216	0.4848	0.7216	0.8495
No log	5.64	282	0.7298	0.5016	0.7298	0.8543
No log	5.68	284	0.6965	0.5014	0.6965	0.8346
No log	5.72	286	0.7034	0.5184	0.7034	0.8387
No log	5.76	288	0.7066	0.5184	0.7066	0.8406
No log	5.8	290	0.7086	0.494	0.7086	0.8418
No log	5.84	292	0.7252	0.5224	0.7252	0.8516
No log	5.88	294	0.7165	0.4767	0.7165	0.8465
No log	5.92	296	0.7125	0.4915	0.7125	0.8441
No log	5.96	298	0.7233	0.4882	0.7233	0.8505
No log	6.0	300	0.7377	0.4809	0.7377	0.8589
No log	6.04	302	0.7489	0.4789	0.7489	0.8654
No log	6.08	304	0.7624	0.4673	0.7624	0.8732
No log	6.12	306	0.7687	0.4765	0.7687	0.8768
No log	6.16	308	0.7582	0.4696	0.7582	0.8708
No log	6.2	310	0.7421	0.4650	0.7421	0.8615
No log	6.24	312	0.7437	0.4555	0.7437	0.8624
No log	6.28	314	0.7776	0.4697	0.7776	0.8818
No log	6.32	316	0.8354	0.4725	0.8354	0.9140
No log	6.36	318	0.8468	0.4827	0.8468	0.9202
No log	6.4	320	0.8117	0.4752	0.8117	0.9009
No log	6.44	322	0.7506	0.4992	0.7506	0.8663
No log	6.48	324	0.7329	0.5184	0.7329	0.8561
No log	6.52	326	0.7345	0.5036	0.7345	0.8570
No log	6.5600	328	0.7367	0.5065	0.7367	0.8583
No log	6.6	330	0.7274	0.5117	0.7274	0.8529
No log	6.64	332	0.7097	0.5148	0.7097	0.8424
No log	6.68	334	0.6968	0.5095	0.6968	0.8348
No log	6.72	336	0.6976	0.5273	0.6976	0.8352
No log	6.76	338	0.7273	0.4855	0.7273	0.8528
No log	6.8	340	0.7363	0.4692	0.7363	0.8581
No log	6.84	342	0.7150	0.5100	0.7150	0.8456
No log	6.88	344	0.6961	0.5650	0.6961	0.8343
No log	6.92	346	0.6857	0.5177	0.6857	0.8281
No log	6.96	348	0.6885	0.5116	0.6885	0.8298
No log	7.0	350	0.6993	0.4956	0.6993	0.8362
No log	7.04	352	0.7153	0.4986	0.7153	0.8458
No log	7.08	354	0.7293	0.5433	0.7293	0.8540
No log	7.12	356	0.7368	0.5433	0.7368	0.8584
No log	7.16	358	0.7406	0.5040	0.7406	0.8606
No log	7.2	360	0.7541	0.5355	0.7541	0.8684
No log	7.24	362	0.7793	0.5219	0.7793	0.8828
No log	7.28	364	0.7719	0.5208	0.7719	0.8786
No log	7.32	366	0.7400	0.5190	0.7400	0.8602
No log	7.36	368	0.7176	0.4684	0.7176	0.8471
No log	7.4	370	0.7148	0.4992	0.7148	0.8455
No log	7.44	372	0.6958	0.4992	0.6958	0.8341
No log	7.48	374	0.6753	0.4879	0.6753	0.8218
No log	7.52	376	0.6759	0.5208	0.6759	0.8221
No log	7.5600	378	0.6939	0.4688	0.6939	0.8330
No log	7.6	380	0.6951	0.4688	0.6951	0.8337
No log	7.64	382	0.6748	0.4997	0.6748	0.8214
No log	7.68	384	0.6775	0.5301	0.6775	0.8231
No log	7.72	386	0.6883	0.5216	0.6883	0.8296
No log	7.76	388	0.6925	0.5324	0.6925	0.8321
No log	7.8	390	0.7291	0.4357	0.7291	0.8539
No log	7.84	392	0.7793	0.4058	0.7793	0.8828
No log	7.88	394	0.7799	0.3915	0.7799	0.8831
No log	7.92	396	0.7560	0.4728	0.7560	0.8695
No log	7.96	398	0.7469	0.4723	0.7469	0.8642
No log	8.0	400	0.7322	0.4689	0.7322	0.8557
No log	8.04	402	0.7241	0.4801	0.7241	0.8509
No log	8.08	404	0.7541	0.4515	0.7541	0.8684
No log	8.12	406	0.7788	0.4426	0.7788	0.8825
No log	8.16	408	0.7843	0.4444	0.7843	0.8856
No log	8.2	410	0.7708	0.4836	0.7708	0.8780
No log	8.24	412	0.7715	0.5117	0.7715	0.8784
No log	8.28	414	0.7733	0.5423	0.7733	0.8794
No log	8.32	416	0.7793	0.5301	0.7793	0.8828
No log	8.36	418	0.7917	0.4966	0.7917	0.8898
No log	8.4	420	0.7910	0.4582	0.7910	0.8894
No log	8.44	422	0.7794	0.4701	0.7794	0.8828
No log	8.48	424	0.7869	0.4389	0.7869	0.8870
No log	8.52	426	0.7711	0.4678	0.7711	0.8781
No log	8.56	428	0.7535	0.4575	0.7535	0.8680
No log	8.6	430	0.7226	0.5093	0.7226	0.8501
No log	8.64	432	0.7151	0.4956	0.7151	0.8456
No log	8.68	434	0.7224	0.4721	0.7224	0.8499
No log	8.72	436	0.7315	0.4515	0.7315	0.8553
No log	8.76	438	0.7091	0.4858	0.7091	0.8421
No log	8.8	440	0.6797	0.4902	0.6797	0.8244
No log	8.84	442	0.6709	0.5325	0.6709	0.8191
No log	8.88	444	0.6571	0.5112	0.6571	0.8106
No log	8.92	446	0.6719	0.4974	0.6719	0.8197
No log	8.96	448	0.6887	0.5145	0.6887	0.8299
No log	9.0	450	0.7052	0.5096	0.7052	0.8398
No log	9.04	452	0.6841	0.4657	0.6841	0.8271
No log	9.08	454	0.6849	0.4735	0.6849	0.8276
No log	9.12	456	0.7002	0.5235	0.7002	0.8368
No log	9.16	458	0.7200	0.4512	0.7200	0.8486
No log	9.2	460	0.7455	0.4696	0.7455	0.8634
No log	9.24	462	0.8058	0.4709	0.8058	0.8977
No log	9.28	464	0.8217	0.4535	0.8217	0.9065
No log	9.32	466	0.7755	0.4480	0.7755	0.8806
No log	9.36	468	0.7528	0.4703	0.7528	0.8677
No log	9.4	470	0.7399	0.5238	0.7399	0.8602
No log	9.44	472	0.7265	0.5136	0.7265	0.8523
No log	9.48	474	0.7132	0.4622	0.7132	0.8445
No log	9.52	476	0.7082	0.4958	0.7082	0.8416
No log	9.56	478	0.7166	0.4958	0.7166	0.8465
No log	9.6	480	0.7302	0.4855	0.7302	0.8545
No log	9.64	482	0.7373	0.4661	0.7373	0.8586
No log	9.68	484	0.7340	0.5352	0.7340	0.8567
No log	9.72	486	0.7340	0.5157	0.7340	0.8568
No log	9.76	488	0.7310	0.4731	0.7310	0.8550
No log	9.8	490	0.7289	0.4804	0.7289	0.8538
No log	9.84	492	0.7408	0.4664	0.7408	0.8607
No log	9.88	494	0.7208	0.4838	0.7208	0.8490
No log	9.92	496	0.6912	0.5052	0.6912	0.8314
No log	9.96	498	0.6797	0.5036	0.6797	0.8244
0.5533	10.0	500	0.6665	0.5815	0.6665	0.8164
0.5533	10.04	502	0.6730	0.5547	0.6730	0.8204
0.5533	10.08	504	0.6745	0.5562	0.6745	0.8213
0.5533	10.12	506	0.6692	0.5358	0.6692	0.8181
0.5533	10.16	508	0.6947	0.4419	0.6947	0.8335
0.5533	10.2	510	0.7399	0.4958	0.7399	0.8602

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k20_task2_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k20_task2_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k20_task2_organization