ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k8_task5_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.5493
• Qwk: 0.6736
• Mse: 0.5493
• Rmse: 0.7411

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0909	2	3.9092	-0.0323	3.9092	1.9772
No log	0.1818	4	2.2398	-0.0409	2.2398	1.4966
No log	0.2727	6	1.9043	-0.0623	1.9043	1.3800
No log	0.3636	8	1.4071	0.0143	1.4071	1.1862
No log	0.4545	10	1.1548	0.0760	1.1548	1.0746
No log	0.5455	12	1.1534	0.0374	1.1534	1.0739
No log	0.6364	14	1.2925	-0.0963	1.2925	1.1369
No log	0.7273	16	1.3598	-0.1043	1.3598	1.1661
No log	0.8182	18	1.1437	0.2341	1.1437	1.0695
No log	0.9091	20	1.0272	0.1799	1.0272	1.0135
No log	1.0	22	1.0297	0.1203	1.0297	1.0147
No log	1.0909	24	0.9481	0.2161	0.9481	0.9737
No log	1.1818	26	1.0111	0.2711	1.0111	1.0055
No log	1.2727	28	1.4042	0.1136	1.4042	1.1850
No log	1.3636	30	1.4280	0.1136	1.4280	1.1950
No log	1.4545	32	1.2236	0.0	1.2236	1.1062
No log	1.5455	34	1.0511	0.1764	1.0511	1.0252
No log	1.6364	36	0.9370	0.3666	0.9370	0.9680
No log	1.7273	38	0.9329	0.375	0.9329	0.9658
No log	1.8182	40	0.9752	0.3229	0.9752	0.9875
No log	1.9091	42	0.9844	0.3104	0.9844	0.9922
No log	2.0	44	0.8800	0.3243	0.8800	0.9381
No log	2.0909	46	0.8903	0.2350	0.8903	0.9435
No log	2.1818	48	0.8951	0.2796	0.8951	0.9461
No log	2.2727	50	0.8685	0.3921	0.8685	0.9319
No log	2.3636	52	0.8208	0.4078	0.8208	0.9060
No log	2.4545	54	0.7933	0.4557	0.7933	0.8907
No log	2.5455	56	0.8182	0.4472	0.8182	0.9045
No log	2.6364	58	0.7379	0.4796	0.7379	0.8590
No log	2.7273	60	0.7649	0.5715	0.7649	0.8746
No log	2.8182	62	0.8347	0.5251	0.8347	0.9136
No log	2.9091	64	0.7545	0.5849	0.7545	0.8686
No log	3.0	66	0.7995	0.5435	0.7995	0.8941
No log	3.0909	68	0.7304	0.5478	0.7304	0.8546
No log	3.1818	70	0.6738	0.6429	0.6738	0.8209
No log	3.2727	72	0.7029	0.6251	0.7029	0.8384
No log	3.3636	74	0.6662	0.6139	0.6662	0.8162
No log	3.4545	76	0.6546	0.6377	0.6546	0.8091
No log	3.5455	78	0.6404	0.6377	0.6404	0.8003
No log	3.6364	80	0.6202	0.6570	0.6202	0.7875
No log	3.7273	82	0.6225	0.6835	0.6225	0.7890
No log	3.8182	84	0.6741	0.7011	0.6741	0.8210
No log	3.9091	86	0.7546	0.6344	0.7546	0.8687
No log	4.0	88	0.8790	0.5435	0.8790	0.9376
No log	4.0909	90	0.8167	0.6291	0.8167	0.9037
No log	4.1818	92	0.9996	0.4826	0.9996	0.9998
No log	4.2727	94	0.9352	0.5262	0.9352	0.9671
No log	4.3636	96	0.8110	0.6174	0.8110	0.9005
No log	4.4545	98	0.6637	0.6886	0.6637	0.8147
No log	4.5455	100	0.7296	0.6557	0.7296	0.8542
No log	4.6364	102	0.8077	0.6450	0.8077	0.8987
No log	4.7273	104	0.7972	0.6244	0.7972	0.8928
No log	4.8182	106	0.6259	0.6594	0.6259	0.7911
No log	4.9091	108	0.6092	0.6298	0.6092	0.7805
No log	5.0	110	0.6660	0.6626	0.6660	0.8161
No log	5.0909	112	0.7127	0.7088	0.7127	0.8442
No log	5.1818	114	0.6168	0.6568	0.6168	0.7854
No log	5.2727	116	0.6511	0.6199	0.6511	0.8069
No log	5.3636	118	0.6162	0.6112	0.6162	0.7850
No log	5.4545	120	0.6233	0.6322	0.6233	0.7895
No log	5.5455	122	0.6498	0.6322	0.6498	0.8061
No log	5.6364	124	0.6154	0.6060	0.6154	0.7845
No log	5.7273	126	0.6079	0.6553	0.6079	0.7797
No log	5.8182	128	0.6146	0.6345	0.6146	0.7840
No log	5.9091	130	0.6870	0.6420	0.6870	0.8289
No log	6.0	132	0.8137	0.5731	0.8137	0.9021
No log	6.0909	134	0.7674	0.5911	0.7674	0.8760
No log	6.1818	136	0.6482	0.6295	0.6482	0.8051
No log	6.2727	138	0.6058	0.6157	0.6058	0.7783
No log	6.3636	140	0.6172	0.6328	0.6172	0.7856
No log	6.4545	142	0.5726	0.6646	0.5726	0.7567
No log	6.5455	144	0.6113	0.6704	0.6113	0.7818
No log	6.6364	146	0.7583	0.5908	0.7583	0.8708
No log	6.7273	148	0.6988	0.6076	0.6988	0.8360
No log	6.8182	150	0.6135	0.6380	0.6135	0.7833
No log	6.9091	152	0.5873	0.6239	0.5873	0.7664
No log	7.0	154	0.6609	0.6053	0.6609	0.8130
No log	7.0909	156	0.6384	0.5676	0.6384	0.7990
No log	7.1818	158	0.6410	0.4730	0.6410	0.8006
No log	7.2727	160	0.6330	0.5302	0.6330	0.7956
No log	7.3636	162	0.6094	0.5274	0.6094	0.7806
No log	7.4545	164	0.6184	0.6053	0.6184	0.7864
No log	7.5455	166	0.6101	0.6045	0.6101	0.7811
No log	7.6364	168	0.5905	0.6528	0.5905	0.7685
No log	7.7273	170	0.5881	0.6067	0.5881	0.7669
No log	7.8182	172	0.5906	0.5882	0.5906	0.7685
No log	7.9091	174	0.5939	0.5882	0.5939	0.7707
No log	8.0	176	0.6503	0.5244	0.6503	0.8064
No log	8.0909	178	0.8047	0.5272	0.8047	0.8971
No log	8.1818	180	0.7174	0.5451	0.7174	0.8470
No log	8.2727	182	0.6597	0.6709	0.6597	0.8122
No log	8.3636	184	0.7902	0.5914	0.7902	0.8890
No log	8.4545	186	0.7681	0.5975	0.7681	0.8764
No log	8.5455	188	0.6853	0.6374	0.6853	0.8278
No log	8.6364	190	0.7812	0.5455	0.7812	0.8839
No log	8.7273	192	0.9147	0.5095	0.9147	0.9564
No log	8.8182	194	0.8261	0.5273	0.8261	0.9089
No log	8.9091	196	0.6290	0.6740	0.6290	0.7931
No log	9.0	198	0.7385	0.5864	0.7385	0.8594
No log	9.0909	200	0.9175	0.5251	0.9175	0.9579
No log	9.1818	202	0.8449	0.5251	0.8449	0.9192
No log	9.2727	204	0.6487	0.6240	0.6487	0.8054
No log	9.3636	206	0.5588	0.6460	0.5588	0.7475
No log	9.4545	208	0.5671	0.6460	0.5671	0.7531
No log	9.5455	210	0.5902	0.6555	0.5902	0.7682
No log	9.6364	212	0.7441	0.6145	0.7441	0.8626
No log	9.7273	214	0.8130	0.6208	0.8130	0.9017
No log	9.8182	216	0.7200	0.6106	0.7200	0.8485
No log	9.9091	218	0.6677	0.5964	0.6677	0.8171
No log	10.0	220	0.7140	0.5727	0.7140	0.8450
No log	10.0909	222	0.6964	0.5816	0.6964	0.8345
No log	10.1818	224	0.6810	0.5603	0.6810	0.8252
No log	10.2727	226	0.7194	0.6362	0.7194	0.8481
No log	10.3636	228	0.6948	0.6209	0.6948	0.8335
No log	10.4545	230	0.6222	0.5986	0.6222	0.7888
No log	10.5455	232	0.6120	0.5884	0.6120	0.7823
No log	10.6364	234	0.6240	0.5585	0.6240	0.7899
No log	10.7273	236	0.6454	0.6460	0.6454	0.8033
No log	10.8182	238	0.6640	0.6414	0.6640	0.8148
No log	10.9091	240	0.6868	0.6414	0.6868	0.8287
No log	11.0	242	0.6812	0.6347	0.6812	0.8253
No log	11.0909	244	0.6890	0.6009	0.6890	0.8301
No log	11.1818	246	0.6810	0.6144	0.6810	0.8252
No log	11.2727	248	0.7255	0.5642	0.7255	0.8518
No log	11.3636	250	0.7256	0.5661	0.7256	0.8518
No log	11.4545	252	0.7060	0.6065	0.7060	0.8403
No log	11.5455	254	0.6148	0.6204	0.6148	0.7841
No log	11.6364	256	0.5869	0.6944	0.5869	0.7661
No log	11.7273	258	0.5825	0.6758	0.5825	0.7632
No log	11.8182	260	0.5780	0.6758	0.5780	0.7603
No log	11.9091	262	0.5593	0.7211	0.5593	0.7479
No log	12.0	264	0.5421	0.6903	0.5421	0.7363
No log	12.0909	266	0.5389	0.6947	0.5389	0.7341
No log	12.1818	268	0.5303	0.7003	0.5303	0.7282
No log	12.2727	270	0.5243	0.7003	0.5243	0.7241
No log	12.3636	272	0.5469	0.7101	0.5469	0.7395
No log	12.4545	274	0.5630	0.6951	0.5630	0.7503
No log	12.5455	276	0.5858	0.6377	0.5858	0.7654
No log	12.6364	278	0.6011	0.6377	0.6011	0.7753
No log	12.7273	280	0.6068	0.6740	0.6068	0.7790
No log	12.8182	282	0.6136	0.6594	0.6136	0.7833
No log	12.9091	284	0.6127	0.6518	0.6127	0.7828
No log	13.0	286	0.6130	0.6451	0.6130	0.7829
No log	13.0909	288	0.6279	0.5536	0.6279	0.7924
No log	13.1818	290	0.6813	0.5343	0.6813	0.8254
No log	13.2727	292	0.6980	0.5342	0.6980	0.8355
No log	13.3636	294	0.6410	0.5342	0.6410	0.8006
No log	13.4545	296	0.5739	0.6017	0.5739	0.7576
No log	13.5455	298	0.5500	0.6846	0.5500	0.7416
No log	13.6364	300	0.5856	0.6894	0.5856	0.7653
No log	13.7273	302	0.6941	0.6631	0.6941	0.8331
No log	13.8182	304	0.7084	0.5861	0.7084	0.8417
No log	13.9091	306	0.5659	0.7051	0.5659	0.7523
No log	14.0	308	0.5039	0.7141	0.5039	0.7099
No log	14.0909	310	0.4894	0.7266	0.4894	0.6996
No log	14.1818	312	0.5084	0.6931	0.5084	0.7130
No log	14.2727	314	0.5655	0.5648	0.5655	0.7520
No log	14.3636	316	0.5635	0.5560	0.5635	0.7506
No log	14.4545	318	0.5532	0.5917	0.5532	0.7438
No log	14.5455	320	0.5517	0.6067	0.5517	0.7427
No log	14.6364	322	0.5619	0.6269	0.5619	0.7496
No log	14.7273	324	0.5693	0.6125	0.5693	0.7545
No log	14.8182	326	0.5992	0.5645	0.5992	0.7740
No log	14.9091	328	0.6237	0.5676	0.6237	0.7897
No log	15.0	330	0.6010	0.5951	0.6010	0.7753
No log	15.0909	332	0.5948	0.6135	0.5948	0.7712
No log	15.1818	334	0.5661	0.6144	0.5661	0.7524
No log	15.2727	336	0.5900	0.6259	0.5900	0.7681
No log	15.3636	338	0.5938	0.6259	0.5938	0.7706
No log	15.4545	340	0.5932	0.5602	0.5932	0.7702
No log	15.5455	342	0.6081	0.5446	0.6081	0.7798
No log	15.6364	344	0.6405	0.5472	0.6405	0.8003
No log	15.7273	346	0.6468	0.5343	0.6468	0.8042
No log	15.8182	348	0.6762	0.5353	0.6762	0.8223
No log	15.9091	350	0.6251	0.5568	0.6251	0.7906
No log	16.0	352	0.5971	0.5582	0.5971	0.7727
No log	16.0909	354	0.6002	0.6584	0.6002	0.7747
No log	16.1818	356	0.5861	0.5582	0.5861	0.7656
No log	16.2727	358	0.5927	0.5879	0.5927	0.7699
No log	16.3636	360	0.6120	0.5782	0.6120	0.7823
No log	16.4545	362	0.6116	0.5674	0.6116	0.7821
No log	16.5455	364	0.5883	0.5865	0.5883	0.7670
No log	16.6364	366	0.5789	0.6022	0.5789	0.7609
No log	16.7273	368	0.6024	0.5816	0.6024	0.7762
No log	16.8182	370	0.6194	0.5737	0.6194	0.7870
No log	16.9091	372	0.6008	0.5915	0.6008	0.7751
No log	17.0	374	0.5923	0.5490	0.5923	0.7696
No log	17.0909	376	0.5906	0.5871	0.5906	0.7685
No log	17.1818	378	0.5952	0.5915	0.5952	0.7715
No log	17.2727	380	0.6084	0.6025	0.6084	0.7800
No log	17.3636	382	0.5994	0.6025	0.5994	0.7742
No log	17.4545	384	0.5490	0.6377	0.5490	0.7410
No log	17.5455	386	0.5413	0.6482	0.5413	0.7357
No log	17.6364	388	0.5442	0.6748	0.5442	0.7377
No log	17.7273	390	0.5685	0.6386	0.5685	0.7540
No log	17.8182	392	0.6884	0.5635	0.6884	0.8297
No log	17.9091	394	0.7746	0.5573	0.7746	0.8801
No log	18.0	396	0.6732	0.5942	0.6732	0.8205
No log	18.0909	398	0.5524	0.6368	0.5524	0.7432
No log	18.1818	400	0.5239	0.7074	0.5239	0.7238
No log	18.2727	402	0.5556	0.6282	0.5556	0.7454
No log	18.3636	404	0.5798	0.6670	0.5798	0.7614
No log	18.4545	406	0.5459	0.6865	0.5459	0.7388
No log	18.5455	408	0.5387	0.6736	0.5387	0.7340
No log	18.6364	410	0.5363	0.7026	0.5363	0.7323
No log	18.7273	412	0.5549	0.6908	0.5549	0.7449
No log	18.8182	414	0.6352	0.6520	0.6352	0.7970
No log	18.9091	416	0.6834	0.6283	0.6834	0.8267
No log	19.0	418	0.6237	0.6570	0.6237	0.7897
No log	19.0909	420	0.5701	0.7316	0.5701	0.7550
No log	19.1818	422	0.6376	0.6235	0.6376	0.7985
No log	19.2727	424	0.9234	0.5531	0.9234	0.9609
No log	19.3636	426	1.0406	0.5372	1.0406	1.0201
No log	19.4545	428	0.8668	0.5273	0.8668	0.9310
No log	19.5455	430	0.6231	0.6123	0.6231	0.7894
No log	19.6364	432	0.5635	0.7265	0.5635	0.7506
No log	19.7273	434	0.6463	0.6984	0.6463	0.8040
No log	19.8182	436	0.7318	0.6325	0.7318	0.8554
No log	19.9091	438	0.7586	0.5873	0.7586	0.8709
No log	20.0	440	0.7117	0.5358	0.7117	0.8436
No log	20.0909	442	0.6492	0.6032	0.6492	0.8057
No log	20.1818	444	0.5861	0.6422	0.5861	0.7656
No log	20.2727	446	0.5349	0.6491	0.5349	0.7314
No log	20.3636	448	0.5342	0.7158	0.5342	0.7309
No log	20.4545	450	0.5565	0.6979	0.5565	0.7460
No log	20.5455	452	0.5724	0.7100	0.5724	0.7566
No log	20.6364	454	0.5851	0.6948	0.5851	0.7649
No log	20.7273	456	0.5942	0.6865	0.5942	0.7709
No log	20.8182	458	0.5981	0.6113	0.5981	0.7734
No log	20.9091	460	0.6100	0.5700	0.6100	0.7810
No log	21.0	462	0.6151	0.5700	0.6151	0.7843
No log	21.0909	464	0.6123	0.5905	0.6123	0.7825
No log	21.1818	466	0.5905	0.6094	0.5905	0.7685
No log	21.2727	468	0.5721	0.5939	0.5721	0.7564
No log	21.3636	470	0.5761	0.5945	0.5761	0.7590
No log	21.4545	472	0.5845	0.6589	0.5845	0.7645
No log	21.5455	474	0.6047	0.6186	0.6047	0.7776
No log	21.6364	476	0.6029	0.6605	0.6029	0.7764
No log	21.7273	478	0.6211	0.7027	0.6211	0.7881
No log	21.8182	480	0.6403	0.6816	0.6403	0.8002
No log	21.9091	482	0.6236	0.6188	0.6236	0.7897
No log	22.0	484	0.5807	0.6062	0.5807	0.7620
No log	22.0909	486	0.5539	0.6280	0.5539	0.7442
No log	22.1818	488	0.5540	0.6313	0.5540	0.7443
No log	22.2727	490	0.5387	0.6391	0.5387	0.7339
No log	22.3636	492	0.5358	0.6488	0.5358	0.7320
No log	22.4545	494	0.5797	0.6958	0.5797	0.7614
No log	22.5455	496	0.6197	0.6592	0.6197	0.7872
No log	22.6364	498	0.6275	0.6420	0.6275	0.7922
0.2522	22.7273	500	0.6259	0.6032	0.6259	0.7911
0.2522	22.8182	502	0.6132	0.6132	0.6132	0.7831
0.2522	22.9091	504	0.6137	0.6132	0.6137	0.7834
0.2522	23.0	506	0.5908	0.6265	0.5908	0.7686
0.2522	23.0909	508	0.5530	0.6286	0.5530	0.7436
0.2522	23.1818	510	0.5389	0.6265	0.5389	0.7341
0.2522	23.2727	512	0.5388	0.6716	0.5388	0.7340
0.2522	23.3636	514	0.5249	0.6602	0.5249	0.7245
0.2522	23.4545	516	0.5218	0.6650	0.5218	0.7224
0.2522	23.5455	518	0.5370	0.6882	0.5370	0.7328
0.2522	23.6364	520	0.5499	0.6931	0.5499	0.7416
0.2522	23.7273	522	0.5607	0.6204	0.5607	0.7488
0.2522	23.8182	524	0.5540	0.6401	0.5540	0.7443
0.2522	23.9091	526	0.5566	0.6460	0.5566	0.7461
0.2522	24.0	528	0.5633	0.6415	0.5633	0.7505
0.2522	24.0909	530	0.5679	0.6728	0.5679	0.7536
0.2522	24.1818	532	0.5551	0.6841	0.5551	0.7450
0.2522	24.2727	534	0.5427	0.6894	0.5427	0.7367
0.2522	24.3636	536	0.5453	0.6728	0.5453	0.7384
0.2522	24.4545	538	0.5649	0.6789	0.5649	0.7516
0.2522	24.5455	540	0.6375	0.6720	0.6375	0.7985
0.2522	24.6364	542	0.6823	0.6088	0.6823	0.8260
0.2522	24.7273	544	0.6604	0.6088	0.6604	0.8127
0.2522	24.8182	546	0.6042	0.6926	0.6042	0.7773
0.2522	24.9091	548	0.5772	0.7059	0.5772	0.7597
0.2522	25.0	550	0.5913	0.7059	0.5913	0.7690
0.2522	25.0909	552	0.6136	0.7021	0.6136	0.7834
0.2522	25.1818	554	0.6334	0.6751	0.6334	0.7959
0.2522	25.2727	556	0.6832	0.6229	0.6832	0.8266
0.2522	25.3636	558	0.6728	0.6229	0.6728	0.8202
0.2522	25.4545	560	0.6252	0.6833	0.6252	0.7907
0.2522	25.5455	562	0.5980	0.6816	0.5980	0.7733
0.2522	25.6364	564	0.5545	0.6688	0.5545	0.7446
0.2522	25.7273	566	0.5457	0.6232	0.5457	0.7387
0.2522	25.8182	568	0.5470	0.6161	0.5470	0.7396
0.2522	25.9091	570	0.5356	0.6488	0.5356	0.7318
0.2522	26.0	572	0.5318	0.6798	0.5318	0.7293
0.2522	26.0909	574	0.5218	0.6798	0.5218	0.7224
0.2522	26.1818	576	0.5088	0.6838	0.5088	0.7133
0.2522	26.2727	578	0.4915	0.6780	0.4915	0.7011
0.2522	26.3636	580	0.4843	0.6720	0.4843	0.6959
0.2522	26.4545	582	0.5058	0.6858	0.5058	0.7112
0.2522	26.5455	584	0.5573	0.6738	0.5573	0.7465
0.2522	26.6364	586	0.5694	0.6546	0.5694	0.7546
0.2522	26.7273	588	0.5328	0.6161	0.5328	0.7299
0.2522	26.8182	590	0.5368	0.6824	0.5368	0.7326
0.2522	26.9091	592	0.6345	0.6252	0.6345	0.7966
0.2522	27.0	594	0.6955	0.5916	0.6955	0.8340
0.2522	27.0909	596	0.7014	0.5916	0.7014	0.8375
0.2522	27.1818	598	0.6787	0.5717	0.6787	0.8239
0.2522	27.2727	600	0.6356	0.6090	0.6356	0.7973
0.2522	27.3636	602	0.6123	0.6330	0.6123	0.7825
0.2522	27.4545	604	0.6027	0.6377	0.6027	0.7764
0.2522	27.5455	606	0.5886	0.6849	0.5886	0.7672
0.2522	27.6364	608	0.5989	0.6849	0.5989	0.7739
0.2522	27.7273	610	0.5862	0.6678	0.5862	0.7656
0.2522	27.8182	612	0.5861	0.6500	0.5861	0.7656
0.2522	27.9091	614	0.5763	0.6539	0.5763	0.7592
0.2522	28.0	616	0.5645	0.6697	0.5645	0.7514
0.2522	28.0909	618	0.5639	0.5610	0.5639	0.7509
0.2522	28.1818	620	0.5708	0.5405	0.5708	0.7555
0.2522	28.2727	622	0.5732	0.5759	0.5732	0.7571
0.2522	28.3636	624	0.5726	0.6076	0.5726	0.7567
0.2522	28.4545	626	0.5777	0.6415	0.5777	0.7600
0.2522	28.5455	628	0.5802	0.6424	0.5802	0.7617
0.2522	28.6364	630	0.5804	0.6018	0.5804	0.7619
0.2522	28.7273	632	0.5967	0.6143	0.5967	0.7725
0.2522	28.8182	634	0.6228	0.6101	0.6228	0.7892
0.2522	28.9091	636	0.6473	0.6071	0.6473	0.8045
0.2522	29.0	638	0.6572	0.5610	0.6572	0.8107
0.2522	29.0909	640	0.6186	0.6272	0.6186	0.7865
0.2522	29.1818	642	0.6020	0.6687	0.6020	0.7759
0.2522	29.2727	644	0.5744	0.6732	0.5744	0.7579
0.2522	29.3636	646	0.5506	0.6689	0.5506	0.7420
0.2522	29.4545	648	0.5431	0.6764	0.5431	0.7369
0.2522	29.5455	650	0.5417	0.6903	0.5417	0.7360
0.2522	29.6364	652	0.5455	0.6729	0.5455	0.7386
0.2522	29.7273	654	0.5486	0.6555	0.5486	0.7407
0.2522	29.8182	656	0.5488	0.6729	0.5488	0.7408
0.2522	29.9091	658	0.5567	0.6187	0.5567	0.7461
0.2522	30.0	660	0.6005	0.6766	0.6005	0.7749
0.2522	30.0909	662	0.6491	0.6759	0.6491	0.8057
0.2522	30.1818	664	0.6440	0.6799	0.6440	0.8025
0.2522	30.2727	666	0.6038	0.6799	0.6038	0.7770
0.2522	30.3636	668	0.5685	0.6951	0.5685	0.7540
0.2522	30.4545	670	0.5695	0.6638	0.5695	0.7547
0.2522	30.5455	672	0.5796	0.6638	0.5796	0.7613
0.2522	30.6364	674	0.5852	0.6575	0.5852	0.7650
0.2522	30.7273	676	0.5796	0.6758	0.5796	0.7613
0.2522	30.8182	678	0.5704	0.6560	0.5704	0.7553
0.2522	30.9091	680	0.5875	0.6886	0.5875	0.7665
0.2522	31.0	682	0.6223	0.6708	0.6223	0.7889
0.2522	31.0909	684	0.6340	0.6240	0.6340	0.7962
0.2522	31.1818	686	0.6311	0.6272	0.6311	0.7944
0.2522	31.2727	688	0.6125	0.6282	0.6125	0.7826
0.2522	31.3636	690	0.6136	0.6538	0.6136	0.7833
0.2522	31.4545	692	0.6247	0.6830	0.6247	0.7904
0.2522	31.5455	694	0.6131	0.6940	0.6131	0.7830
0.2522	31.6364	696	0.5847	0.6597	0.5847	0.7646
0.2522	31.7273	698	0.5721	0.6518	0.5721	0.7563
0.2522	31.8182	700	0.5736	0.6499	0.5736	0.7573
0.2522	31.9091	702	0.5854	0.6135	0.5854	0.7651
0.2522	32.0	704	0.5800	0.6107	0.5800	0.7616
0.2522	32.0909	706	0.5715	0.6923	0.5715	0.7560
0.2522	32.1818	708	0.5831	0.6564	0.5831	0.7636
0.2522	32.2727	710	0.6513	0.6420	0.6513	0.8070
0.2522	32.3636	712	0.7523	0.5988	0.7523	0.8673
0.2522	32.4545	714	0.8110	0.5331	0.8110	0.9006
0.2522	32.5455	716	0.7989	0.5655	0.7989	0.8938
0.2522	32.6364	718	0.7211	0.6089	0.7211	0.8491
0.2522	32.7273	720	0.6451	0.6420	0.6451	0.8032
0.2522	32.8182	722	0.6042	0.6282	0.6042	0.7773
0.2522	32.9091	724	0.5902	0.6396	0.5902	0.7683
0.2522	33.0	726	0.5931	0.6396	0.5931	0.7701
0.2522	33.0909	728	0.5975	0.6291	0.5975	0.7730
0.2522	33.1818	730	0.5981	0.6455	0.5981	0.7734
0.2522	33.2727	732	0.6035	0.6446	0.6035	0.7768
0.2522	33.3636	734	0.6006	0.6617	0.6006	0.7750
0.2522	33.4545	736	0.5818	0.6430	0.5818	0.7628
0.2522	33.5455	738	0.5683	0.6796	0.5683	0.7538
0.2522	33.6364	740	0.5635	0.6349	0.5635	0.7506
0.2522	33.7273	742	0.5555	0.6861	0.5555	0.7453
0.2522	33.8182	744	0.5517	0.6916	0.5517	0.7428
0.2522	33.9091	746	0.5626	0.6301	0.5626	0.7501
0.2522	34.0	748	0.5653	0.6347	0.5653	0.7519
0.2522	34.0909	750	0.5600	0.6664	0.5600	0.7483
0.2522	34.1818	752	0.5512	0.6814	0.5512	0.7424
0.2522	34.2727	754	0.5603	0.6704	0.5603	0.7485
0.2522	34.3636	756	0.5864	0.6441	0.5864	0.7658
0.2522	34.4545	758	0.6122	0.6249	0.6122	0.7824
0.2522	34.5455	760	0.6079	0.6473	0.6079	0.7797
0.2522	34.6364	762	0.6104	0.6147	0.6104	0.7813
0.2522	34.7273	764	0.5959	0.6695	0.5959	0.7720
0.2522	34.8182	766	0.5665	0.6888	0.5665	0.7527
0.2522	34.9091	768	0.5549	0.7056	0.5549	0.7449
0.2522	35.0	770	0.5526	0.7056	0.5526	0.7434
0.2522	35.0909	772	0.5543	0.7211	0.5543	0.7445
0.2522	35.1818	774	0.5565	0.7211	0.5565	0.7460
0.2522	35.2727	776	0.5646	0.7253	0.5646	0.7514
0.2522	35.3636	778	0.5592	0.7049	0.5592	0.7478
0.2522	35.4545	780	0.5500	0.6888	0.5500	0.7416
0.2522	35.5455	782	0.5495	0.6888	0.5495	0.7413
0.2522	35.6364	784	0.5483	0.6729	0.5483	0.7405
0.2522	35.7273	786	0.5551	0.6461	0.5551	0.7451
0.2522	35.8182	788	0.5659	0.6089	0.5659	0.7522
0.2522	35.9091	790	0.5722	0.6205	0.5722	0.7564
0.2522	36.0	792	0.5649	0.6089	0.5649	0.7516
0.2522	36.0909	794	0.5534	0.6564	0.5534	0.7439
0.2522	36.1818	796	0.5607	0.6780	0.5607	0.7488
0.2522	36.2727	798	0.5682	0.6548	0.5682	0.7538
0.2522	36.3636	800	0.5563	0.6548	0.5563	0.7458
0.2522	36.4545	802	0.5429	0.6123	0.5429	0.7368
0.2522	36.5455	804	0.5451	0.6107	0.5451	0.7383
0.2522	36.6364	806	0.5535	0.5656	0.5535	0.7440
0.2522	36.7273	808	0.5484	0.5747	0.5484	0.7406
0.2522	36.8182	810	0.5423	0.6123	0.5423	0.7364
0.2522	36.9091	812	0.5588	0.6756	0.5588	0.7475
0.2522	37.0	814	0.6102	0.6589	0.6102	0.7812
0.2522	37.0909	816	0.6499	0.6385	0.6499	0.8061
0.2522	37.1818	818	0.6434	0.6682	0.6434	0.8021
0.2522	37.2727	820	0.6007	0.6429	0.6007	0.7750
0.2522	37.3636	822	0.5582	0.6584	0.5582	0.7471
0.2522	37.4545	824	0.5416	0.6288	0.5416	0.7359
0.2522	37.5455	826	0.5359	0.6959	0.5359	0.7321
0.2522	37.6364	828	0.5378	0.6882	0.5378	0.7333
0.2522	37.7273	830	0.5374	0.6990	0.5374	0.7330
0.2522	37.8182	832	0.5330	0.6835	0.5330	0.7300
0.2522	37.9091	834	0.5275	0.7019	0.5275	0.7263
0.2522	38.0	836	0.5246	0.6853	0.5246	0.7243
0.2522	38.0909	838	0.5300	0.6380	0.5300	0.7280
0.2522	38.1818	840	0.5582	0.6687	0.5582	0.7471
0.2522	38.2727	842	0.6136	0.6377	0.6136	0.7833
0.2522	38.3636	844	0.6793	0.6333	0.6793	0.8242
0.2522	38.4545	846	0.7009	0.6004	0.7009	0.8372
0.2522	38.5455	848	0.6819	0.6333	0.6819	0.8258
0.2522	38.6364	850	0.6332	0.6377	0.6332	0.7957
0.2522	38.7273	852	0.5958	0.6413	0.5958	0.7719
0.2522	38.8182	854	0.5696	0.6422	0.5696	0.7547
0.2522	38.9091	856	0.5415	0.6557	0.5415	0.7359
0.2522	39.0	858	0.5298	0.6196	0.5298	0.7279
0.2522	39.0909	860	0.5273	0.6869	0.5273	0.7261
0.2522	39.1818	862	0.5272	0.6482	0.5272	0.7261
0.2522	39.2727	864	0.5313	0.6564	0.5313	0.7289
0.2522	39.3636	866	0.5508	0.6695	0.5508	0.7422
0.2522	39.4545	868	0.5835	0.6343	0.5835	0.7639
0.2522	39.5455	870	0.5996	0.6221	0.5996	0.7744
0.2522	39.6364	872	0.5916	0.6021	0.5916	0.7691
0.2522	39.7273	874	0.5712	0.6311	0.5712	0.7558
0.2522	39.8182	876	0.5580	0.6311	0.5580	0.7470
0.2522	39.9091	878	0.5499	0.6360	0.5499	0.7416
0.2522	40.0	880	0.5421	0.6519	0.5421	0.7363
0.2522	40.0909	882	0.5506	0.6695	0.5506	0.7420
0.2522	40.1818	884	0.5460	0.6695	0.5460	0.7389
0.2522	40.2727	886	0.5387	0.6695	0.5387	0.7340
0.2522	40.3636	888	0.5312	0.6519	0.5312	0.7288
0.2522	40.4545	890	0.5274	0.6519	0.5274	0.7262
0.2522	40.5455	892	0.5235	0.6528	0.5235	0.7235
0.2522	40.6364	894	0.5168	0.6398	0.5168	0.7189
0.2522	40.7273	896	0.5120	0.6689	0.5120	0.7155
0.2522	40.8182	898	0.5141	0.6553	0.5141	0.7170
0.2522	40.9091	900	0.5248	0.7253	0.5248	0.7244
0.2522	41.0	902	0.5278	0.7253	0.5278	0.7265
0.2522	41.0909	904	0.5196	0.6962	0.5196	0.7209
0.2522	41.1818	906	0.5143	0.6951	0.5143	0.7171
0.2522	41.2727	908	0.5167	0.6642	0.5167	0.7188
0.2522	41.3636	910	0.5189	0.7259	0.5189	0.7203
0.2522	41.4545	912	0.5239	0.7259	0.5239	0.7238
0.2522	41.5455	914	0.5371	0.6894	0.5371	0.7329
0.2522	41.6364	916	0.5628	0.6815	0.5628	0.7502
0.2522	41.7273	918	0.6035	0.6700	0.6035	0.7769
0.2522	41.8182	920	0.6450	0.6759	0.6450	0.8031
0.2522	41.9091	922	0.6557	0.6645	0.6557	0.8098
0.2522	42.0	924	0.6785	0.6336	0.6785	0.8237
0.2522	42.0909	926	0.6785	0.6336	0.6785	0.8237
0.2522	42.1818	928	0.6797	0.6336	0.6797	0.8245
0.2522	42.2727	930	0.6545	0.6653	0.6545	0.8090
0.2522	42.3636	932	0.6296	0.6807	0.6296	0.7935
0.2522	42.4545	934	0.6334	0.6807	0.6334	0.7958
0.2522	42.5455	936	0.6406	0.6807	0.6406	0.8004
0.2522	42.6364	938	0.6540	0.6766	0.6540	0.8087
0.2522	42.7273	940	0.6856	0.6784	0.6856	0.8280
0.2522	42.8182	942	0.7002	0.6529	0.7002	0.8368
0.2522	42.9091	944	0.6919	0.6689	0.6919	0.8318
0.2522	43.0	946	0.6794	0.6537	0.6794	0.8243
0.2522	43.0909	948	0.6647	0.6821	0.6647	0.8153
0.2522	43.1818	950	0.6248	0.7028	0.6248	0.7904
0.2522	43.2727	952	0.5999	0.6888	0.5999	0.7745
0.2522	43.3636	954	0.5967	0.6511	0.5967	0.7725
0.2522	43.4545	956	0.6015	0.6639	0.6015	0.7756
0.2522	43.5455	958	0.6203	0.6445	0.6203	0.7876
0.2522	43.6364	960	0.6713	0.6089	0.6713	0.8193
0.2522	43.7273	962	0.6831	0.6035	0.6831	0.8265
0.2522	43.8182	964	0.6539	0.6035	0.6539	0.8087
0.2522	43.9091	966	0.6120	0.6914	0.6120	0.7823
0.2522	44.0	968	0.5815	0.6732	0.5815	0.7626
0.2522	44.0909	970	0.5787	0.6756	0.5787	0.7607
0.2522	44.1818	972	0.5867	0.6509	0.5867	0.7660
0.2522	44.2727	974	0.5920	0.6509	0.5920	0.7694
0.2522	44.3636	976	0.5947	0.6509	0.5947	0.7712
0.2522	44.4545	978	0.5943	0.6509	0.5943	0.7709
0.2522	44.5455	980	0.5851	0.6399	0.5851	0.7649
0.2522	44.6364	982	0.5791	0.6518	0.5791	0.7610
0.2522	44.7273	984	0.5745	0.6936	0.5745	0.7580
0.2522	44.8182	986	0.5707	0.6980	0.5707	0.7555
0.2522	44.9091	988	0.5708	0.6857	0.5708	0.7555
0.2522	45.0	990	0.5668	0.6673	0.5668	0.7528
0.2522	45.0909	992	0.5591	0.6681	0.5591	0.7477
0.2522	45.1818	994	0.5561	0.6488	0.5561	0.7457
0.2522	45.2727	996	0.5531	0.6488	0.5531	0.7437
0.2522	45.3636	998	0.5405	0.6606	0.5405	0.7352
0.0514	45.4545	1000	0.5330	0.6770	0.5330	0.7300
0.0514	45.5455	1002	0.5285	0.7003	0.5285	0.7270
0.0514	45.6364	1004	0.5255	0.6896	0.5255	0.7249
0.0514	45.7273	1006	0.5274	0.7056	0.5274	0.7262
0.0514	45.8182	1008	0.5305	0.7165	0.5305	0.7283
0.0514	45.9091	1010	0.5358	0.7035	0.5358	0.7320
0.0514	46.0	1012	0.5503	0.7066	0.5503	0.7418
0.0514	46.0909	1014	0.5594	0.6900	0.5594	0.7479
0.0514	46.1818	1016	0.5655	0.6900	0.5655	0.7520
0.0514	46.2727	1018	0.5535	0.6771	0.5535	0.7440
0.0514	46.3636	1020	0.5441	0.6639	0.5441	0.7377
0.0514	46.4545	1022	0.5432	0.6296	0.5432	0.7370
0.0514	46.5455	1024	0.5465	0.6488	0.5465	0.7393
0.0514	46.6364	1026	0.5464	0.6597	0.5464	0.7392
0.0514	46.7273	1028	0.5493	0.6736	0.5493	0.7411

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1