ArabicNewSplits7_FineTuningAraBERT_run2_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: 0.5709
• Qwk: 0.6276
• Mse: 0.5709
• Rmse: 0.7556

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	0.9670
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	0.8078	0.6450	0.8078	0.8988
No log	4.7273	104	0.7972	0.6244	0.7972	0.8929
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	0.6659	0.6626	0.6659	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	0.6510	0.6199	0.6510	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	0.8138	0.5731	0.8138	0.9021
No log	6.0909	134	0.7675	0.5911	0.7675	0.8761
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	0.7819
No log	6.6364	146	0.7586	0.5908	0.7586	0.8710
No log	6.7273	148	0.6992	0.6076	0.6992	0.8362
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	0.6611	0.6053	0.6611	0.8131
No log	7.0909	156	0.6386	0.5676	0.6386	0.7991
No log	7.1818	158	0.6411	0.4730	0.6411	0.8007
No log	7.2727	160	0.6332	0.5302	0.6332	0.7957
No log	7.3636	162	0.6096	0.5160	0.6096	0.7808
No log	7.4545	164	0.6182	0.6053	0.6182	0.7862
No log	7.5455	166	0.6101	0.6045	0.6101	0.7811
No log	7.6364	168	0.5908	0.6528	0.5908	0.7686
No log	7.7273	170	0.5885	0.6067	0.5885	0.7671
No log	7.8182	172	0.5911	0.5882	0.5911	0.7688
No log	7.9091	174	0.5943	0.6097	0.5943	0.7709
No log	8.0	176	0.6512	0.5366	0.6512	0.8070
No log	8.0909	178	0.8055	0.5272	0.8055	0.8975
No log	8.1818	180	0.7173	0.5451	0.7173	0.8469
No log	8.2727	182	0.6593	0.6709	0.6593	0.8120
No log	8.3636	184	0.7890	0.5750	0.7890	0.8883
No log	8.4545	186	0.7666	0.5975	0.7666	0.8755
No log	8.5455	188	0.6848	0.6544	0.6848	0.8275
No log	8.6364	190	0.7837	0.5455	0.7837	0.8852
No log	8.7273	192	0.9180	0.5095	0.9180	0.9581
No log	8.8182	194	0.8279	0.5273	0.8279	0.9099
No log	8.9091	196	0.6290	0.6740	0.6290	0.7931
No log	9.0	198	0.7381	0.5864	0.7381	0.8591
No log	9.0909	200	0.9169	0.5251	0.9169	0.9575
No log	9.1818	202	0.8442	0.5251	0.8442	0.9188
No log	9.2727	204	0.6481	0.6240	0.6481	0.8051
No log	9.3636	206	0.5583	0.6460	0.5583	0.7472
No log	9.4545	208	0.5668	0.6460	0.5668	0.7529
No log	9.5455	210	0.5909	0.6555	0.5909	0.7687
No log	9.6364	212	0.7453	0.6145	0.7453	0.8633
No log	9.7273	214	0.8122	0.6208	0.8122	0.9012
No log	9.8182	216	0.7185	0.6106	0.7185	0.8477
No log	9.9091	218	0.6681	0.5964	0.6681	0.8173
No log	10.0	220	0.7132	0.5727	0.7132	0.8445
No log	10.0909	222	0.6951	0.5816	0.6951	0.8337
No log	10.1818	224	0.6817	0.5603	0.6817	0.8257
No log	10.2727	226	0.7221	0.6362	0.7221	0.8498
No log	10.3636	228	0.6966	0.6209	0.6966	0.8346
No log	10.4545	230	0.6228	0.5986	0.6228	0.7892
No log	10.5455	232	0.6136	0.5693	0.6136	0.7833
No log	10.6364	234	0.6258	0.5585	0.6258	0.7911
No log	10.7273	236	0.6467	0.6460	0.6467	0.8042
No log	10.8182	238	0.6643	0.6414	0.6643	0.8150
No log	10.9091	240	0.6856	0.6249	0.6856	0.8280
No log	11.0	242	0.6797	0.6249	0.6797	0.8244
No log	11.0909	244	0.6861	0.6009	0.6861	0.8283
No log	11.1818	246	0.6827	0.6144	0.6827	0.8263
No log	11.2727	248	0.7339	0.5661	0.7339	0.8567
No log	11.3636	250	0.7336	0.5661	0.7336	0.8565
No log	11.4545	252	0.7115	0.5642	0.7115	0.8435
No log	11.5455	254	0.6172	0.6097	0.6172	0.7856
No log	11.6364	256	0.5909	0.6597	0.5909	0.7687
No log	11.7273	258	0.5859	0.6758	0.5859	0.7654
No log	11.8182	260	0.5821	0.6404	0.5821	0.7629
No log	11.9091	262	0.5616	0.7211	0.5616	0.7494
No log	12.0	264	0.5413	0.6903	0.5413	0.7357
No log	12.0909	266	0.5342	0.6903	0.5342	0.7309
No log	12.1818	268	0.5294	0.6896	0.5294	0.7276
No log	12.2727	270	0.5246	0.7103	0.5246	0.7243
No log	12.3636	272	0.5514	0.7101	0.5514	0.7425
No log	12.4545	274	0.5628	0.6951	0.5628	0.7502
No log	12.5455	276	0.5783	0.6195	0.5783	0.7604
No log	12.6364	278	0.5979	0.6195	0.5979	0.7732
No log	12.7273	280	0.6140	0.6377	0.6140	0.7836
No log	12.8182	282	0.6284	0.6703	0.6284	0.7927
No log	12.9091	284	0.6219	0.6526	0.6219	0.7886
No log	13.0	286	0.6284	0.5806	0.6284	0.7927
No log	13.0909	288	0.6658	0.5887	0.6658	0.8160
No log	13.1818	290	0.7070	0.5586	0.7070	0.8408
No log	13.2727	292	0.6987	0.5480	0.6987	0.8359
No log	13.3636	294	0.6282	0.5342	0.6282	0.7926
No log	13.4545	296	0.5790	0.5770	0.5790	0.7609
No log	13.5455	298	0.5544	0.6206	0.5544	0.7446
No log	13.6364	300	0.5531	0.6774	0.5531	0.7437
No log	13.7273	302	0.6205	0.6759	0.6205	0.7877
No log	13.8182	304	0.6698	0.6438	0.6698	0.8184
No log	13.9091	306	0.5820	0.6773	0.5820	0.7629
No log	14.0	308	0.5369	0.7332	0.5369	0.7327
No log	14.0909	310	0.5133	0.7198	0.5133	0.7164
No log	14.1818	312	0.5149	0.7259	0.5149	0.7176
No log	14.2727	314	0.5174	0.6931	0.5174	0.7193
No log	14.3636	316	0.5268	0.6593	0.5268	0.7258
No log	14.4545	318	0.5343	0.6282	0.5343	0.7310
No log	14.5455	320	0.5319	0.6874	0.5319	0.7293
No log	14.6364	322	0.5416	0.6435	0.5416	0.7359
No log	14.7273	324	0.6207	0.5439	0.6207	0.7878
No log	14.8182	326	0.6349	0.5435	0.6349	0.7968
No log	14.9091	328	0.5943	0.5926	0.5943	0.7709
No log	15.0	330	0.5615	0.6060	0.5615	0.7493
No log	15.0909	332	0.5640	0.5759	0.5640	0.7510
No log	15.1818	334	0.5710	0.6243	0.5710	0.7556
No log	15.2727	336	0.5793	0.5978	0.5793	0.7611
No log	15.3636	338	0.5708	0.5989	0.5708	0.7555
No log	15.4545	340	0.5644	0.6073	0.5644	0.7512
No log	15.5455	342	0.5575	0.6407	0.5575	0.7466
No log	15.6364	344	0.5583	0.6606	0.5583	0.7472
No log	15.7273	346	0.5659	0.6849	0.5659	0.7523
No log	15.8182	348	0.5731	0.6944	0.5731	0.7571
No log	15.9091	350	0.6073	0.6343	0.6073	0.7793
No log	16.0	352	0.6962	0.6304	0.6962	0.8344
No log	16.0909	354	0.7064	0.6304	0.7064	0.8405
No log	16.1818	356	0.6388	0.6230	0.6388	0.7993
No log	16.2727	358	0.5843	0.5972	0.5843	0.7644
No log	16.3636	360	0.5932	0.5573	0.5932	0.7702
No log	16.4545	362	0.5997	0.5993	0.5997	0.7744
No log	16.5455	364	0.5973	0.5915	0.5973	0.7728
No log	16.6364	366	0.6140	0.5909	0.6140	0.7836
No log	16.7273	368	0.6225	0.5606	0.6225	0.7890
No log	16.8182	370	0.6248	0.5396	0.6248	0.7905
No log	16.9091	372	0.6245	0.5076	0.6245	0.7903
No log	17.0	374	0.6343	0.5726	0.6343	0.7964
No log	17.0909	376	0.6291	0.6509	0.6291	0.7932
No log	17.1818	378	0.6245	0.6509	0.6245	0.7903
No log	17.2727	380	0.6127	0.6440	0.6127	0.7827
No log	17.3636	382	0.5937	0.6087	0.5937	0.7705
No log	17.4545	384	0.5881	0.5905	0.5881	0.7669
No log	17.5455	386	0.5948	0.5805	0.5948	0.7712
No log	17.6364	388	0.5871	0.6087	0.5871	0.7662
No log	17.7273	390	0.5785	0.6087	0.5785	0.7606
No log	17.8182	392	0.5772	0.6263	0.5772	0.7597
No log	17.9091	394	0.5881	0.6204	0.5881	0.7668
No log	18.0	396	0.5585	0.6491	0.5585	0.7473
No log	18.0909	398	0.5498	0.7042	0.5498	0.7415
No log	18.1818	400	0.5518	0.6824	0.5518	0.7428
No log	18.2727	402	0.5785	0.6491	0.5785	0.7606
No log	18.3636	404	0.5914	0.6558	0.5914	0.7690
No log	18.4545	406	0.5593	0.6900	0.5593	0.7478
No log	18.5455	408	0.5521	0.6123	0.5521	0.7430
No log	18.6364	410	0.5645	0.6108	0.5645	0.7513
No log	18.7273	412	0.5868	0.5684	0.5868	0.7660
No log	18.8182	414	0.5863	0.5656	0.5863	0.7657
No log	18.9091	416	0.6215	0.6558	0.6215	0.7883
No log	19.0	418	0.6565	0.6450	0.6565	0.8102
No log	19.0909	420	0.6183	0.6597	0.6183	0.7864
No log	19.1818	422	0.5650	0.7014	0.5650	0.7517
No log	19.2727	424	0.6040	0.6166	0.6040	0.7772
No log	19.3636	426	0.6167	0.6299	0.6167	0.7853
No log	19.4545	428	0.5821	0.6377	0.5821	0.7630
No log	19.5455	430	0.5879	0.6102	0.5879	0.7668
No log	19.6364	432	0.6167	0.5810	0.6167	0.7853
No log	19.7273	434	0.6144	0.6221	0.6144	0.7839
No log	19.8182	436	0.6061	0.5894	0.6061	0.7785
No log	19.9091	438	0.5936	0.5928	0.5936	0.7704
No log	20.0	440	0.5921	0.6364	0.5921	0.7695
No log	20.0909	442	0.6061	0.6278	0.6061	0.7785
No log	20.1818	444	0.6083	0.6589	0.6083	0.7799
No log	20.2727	446	0.5920	0.6537	0.5920	0.7694
No log	20.3636	448	0.5786	0.6175	0.5786	0.7606
No log	20.4545	450	0.5606	0.6175	0.5606	0.7488
No log	20.5455	452	0.5514	0.6584	0.5514	0.7426
No log	20.6364	454	0.5442	0.6667	0.5442	0.7377
No log	20.7273	456	0.5423	0.6302	0.5423	0.7364
No log	20.8182	458	0.5431	0.6108	0.5431	0.7370
No log	20.9091	460	0.5385	0.6108	0.5385	0.7338
No log	21.0	462	0.5480	0.6204	0.5480	0.7403
No log	21.0909	464	0.5766	0.5862	0.5766	0.7594
No log	21.1818	466	0.5896	0.6194	0.5896	0.7678
No log	21.2727	468	0.5541	0.5828	0.5541	0.7444
No log	21.3636	470	0.5553	0.6610	0.5553	0.7452
No log	21.4545	472	0.5852	0.6581	0.5852	0.7650
No log	21.5455	474	0.5946	0.6546	0.5946	0.7711
No log	21.6364	476	0.5975	0.6716	0.5975	0.7730
No log	21.7273	478	0.5918	0.6432	0.5918	0.7693
No log	21.8182	480	0.5717	0.6143	0.5717	0.7561
No log	21.9091	482	0.5705	0.5783	0.5705	0.7553
No log	22.0	484	0.5943	0.5342	0.5943	0.7709
No log	22.0909	486	0.6126	0.5342	0.6126	0.7827
No log	22.1818	488	0.5957	0.5588	0.5957	0.7718
No log	22.2727	490	0.6210	0.5810	0.6210	0.7881
No log	22.3636	492	0.6905	0.6613	0.6905	0.8309
No log	22.4545	494	0.7000	0.6613	0.7000	0.8366
No log	22.5455	496	0.6686	0.6060	0.6686	0.8177
No log	22.6364	498	0.6326	0.5966	0.6326	0.7954
0.2479	22.7273	500	0.6121	0.4903	0.6121	0.7824
0.2479	22.8182	502	0.6104	0.5490	0.6104	0.7813
0.2479	22.9091	504	0.6321	0.6305	0.6321	0.7951
0.2479	23.0	506	0.6441	0.7059	0.6441	0.8026
0.2479	23.0909	508	0.5994	0.6575	0.5994	0.7742
0.2479	23.1818	510	0.5602	0.6354	0.5602	0.7485
0.2479	23.2727	512	0.5575	0.6353	0.5575	0.7467
0.2479	23.3636	514	0.5566	0.6517	0.5566	0.7461
0.2479	23.4545	516	0.5574	0.6610	0.5574	0.7466
0.2479	23.5455	518	0.5586	0.6610	0.5586	0.7474
0.2479	23.6364	520	0.5560	0.6610	0.5560	0.7457
0.2479	23.7273	522	0.5511	0.6627	0.5511	0.7423
0.2479	23.8182	524	0.5546	0.6433	0.5546	0.7447
0.2479	23.9091	526	0.5638	0.6433	0.5638	0.7509
0.2479	24.0	528	0.5910	0.6623	0.5910	0.7688
0.2479	24.0909	530	0.6400	0.6493	0.6400	0.8000
0.2479	24.1818	532	0.6370	0.6257	0.6370	0.7981
0.2479	24.2727	534	0.6028	0.6575	0.6028	0.7764
0.2479	24.3636	536	0.5698	0.6301	0.5698	0.7549
0.2479	24.4545	538	0.5609	0.6335	0.5609	0.7489
0.2479	24.5455	540	0.5840	0.6473	0.5840	0.7642
0.2479	24.6364	542	0.6404	0.6493	0.6404	0.8003
0.2479	24.7273	544	0.6540	0.6353	0.6540	0.8087
0.2479	24.8182	546	0.6109	0.6319	0.6109	0.7816
0.2479	24.9091	548	0.5562	0.6510	0.5562	0.7458
0.2479	25.0	550	0.5289	0.6555	0.5289	0.7273
0.2479	25.0909	552	0.5286	0.6593	0.5286	0.7271
0.2479	25.1818	554	0.5221	0.6593	0.5221	0.7226
0.2479	25.2727	556	0.5325	0.6370	0.5325	0.7298
0.2479	25.3636	558	0.5403	0.6479	0.5403	0.7350
0.2479	25.4545	560	0.5301	0.6518	0.5301	0.7281
0.2479	25.5455	562	0.5176	0.6219	0.5176	0.7194
0.2479	25.6364	564	0.5104	0.6417	0.5104	0.7144
0.2479	25.7273	566	0.5093	0.6427	0.5093	0.7136
0.2479	25.8182	568	0.5060	0.6625	0.5060	0.7114
0.2479	25.9091	570	0.5073	0.6911	0.5073	0.7123
0.2479	26.0	572	0.5128	0.6537	0.5128	0.7161
0.2479	26.0909	574	0.5055	0.6888	0.5055	0.7110
0.2479	26.1818	576	0.5052	0.7108	0.5052	0.7108
0.2479	26.2727	578	0.5071	0.7108	0.5071	0.7121
0.2479	26.3636	580	0.5180	0.7101	0.5180	0.7198
0.2479	26.4545	582	0.5163	0.6788	0.5163	0.7185
0.2479	26.5455	584	0.5180	0.6778	0.5180	0.7197
0.2479	26.6364	586	0.5540	0.6129	0.5540	0.7443
0.2479	26.7273	588	0.5505	0.6238	0.5505	0.7420
0.2479	26.8182	590	0.5371	0.6593	0.5371	0.7329
0.2479	26.9091	592	0.5691	0.6745	0.5691	0.7544
0.2479	27.0	594	0.5755	0.6231	0.5755	0.7586
0.2479	27.0909	596	0.5669	0.6241	0.5669	0.7529
0.2479	27.1818	598	0.5658	0.6432	0.5658	0.7522
0.2479	27.2727	600	0.5453	0.6673	0.5453	0.7384
0.2479	27.3636	602	0.5366	0.6720	0.5366	0.7326
0.2479	27.4545	604	0.5474	0.6720	0.5474	0.7399
0.2479	27.5455	606	0.5590	0.6704	0.5590	0.7477
0.2479	27.6364	608	0.5690	0.6724	0.5690	0.7543
0.2479	27.7273	610	0.5571	0.6602	0.5571	0.7464
0.2479	27.8182	612	0.5411	0.6546	0.5411	0.7356
0.2479	27.9091	614	0.5386	0.6546	0.5386	0.7339
0.2479	28.0	616	0.5363	0.6729	0.5363	0.7323
0.2479	28.0909	618	0.5380	0.6729	0.5380	0.7335
0.2479	28.1818	620	0.5418	0.6667	0.5418	0.7361
0.2479	28.2727	622	0.5461	0.6426	0.5461	0.7390
0.2479	28.3636	624	0.5476	0.6627	0.5476	0.7400
0.2479	28.4545	626	0.5510	0.6627	0.5510	0.7423
0.2479	28.5455	628	0.5534	0.6302	0.5534	0.7439
0.2479	28.6364	630	0.5649	0.5865	0.5649	0.7516
0.2479	28.7273	632	0.5741	0.5865	0.5741	0.7577
0.2479	28.8182	634	0.5836	0.6052	0.5836	0.7639
0.2479	28.9091	636	0.5578	0.5865	0.5578	0.7469
0.2479	29.0	638	0.5427	0.6517	0.5427	0.7367
0.2479	29.0909	640	0.5513	0.6207	0.5513	0.7425
0.2479	29.1818	642	0.5585	0.6327	0.5585	0.7473
0.2479	29.2727	644	0.5567	0.6327	0.5567	0.7461
0.2479	29.3636	646	0.5570	0.6327	0.5570	0.7463
0.2479	29.4545	648	0.5573	0.6433	0.5573	0.7465
0.2479	29.5455	650	0.5483	0.6442	0.5483	0.7405
0.2479	29.6364	652	0.5523	0.6228	0.5523	0.7432
0.2479	29.7273	654	0.6073	0.6050	0.6073	0.7793
0.2479	29.8182	656	0.6444	0.5816	0.6444	0.8027
0.2479	29.9091	658	0.6005	0.6050	0.6005	0.7749
0.2479	30.0	660	0.5315	0.6759	0.5315	0.7290
0.2479	30.0909	662	0.5222	0.7070	0.5222	0.7226
0.2479	30.1818	664	0.5909	0.7057	0.5909	0.7687
0.2479	30.2727	666	0.6363	0.6371	0.6363	0.7977
0.2479	30.3636	668	0.6096	0.6597	0.6096	0.7808
0.2479	30.4545	670	0.5659	0.6955	0.5659	0.7523
0.2479	30.5455	672	0.5336	0.6796	0.5336	0.7305
0.2479	30.6364	674	0.5363	0.6931	0.5363	0.7323
0.2479	30.7273	676	0.5419	0.6973	0.5419	0.7361
0.2479	30.8182	678	0.5356	0.6764	0.5356	0.7318
0.2479	30.9091	680	0.5402	0.7056	0.5402	0.7350
0.2479	31.0	682	0.5752	0.6555	0.5752	0.7584
0.2479	31.0909	684	0.6109	0.6601	0.6109	0.7816
0.2479	31.1818	686	0.6158	0.6109	0.6158	0.7847
0.2479	31.2727	688	0.5973	0.6473	0.5973	0.7729
0.2479	31.3636	690	0.5911	0.6473	0.5911	0.7688
0.2479	31.4545	692	0.5797	0.6664	0.5797	0.7614
0.2479	31.5455	694	0.5596	0.6909	0.5596	0.7480
0.2479	31.6364	696	0.5484	0.6882	0.5484	0.7405
0.2479	31.7273	698	0.5547	0.6703	0.5547	0.7448
0.2479	31.8182	700	0.5534	0.6772	0.5534	0.7439
0.2479	31.9091	702	0.5537	0.6278	0.5537	0.7441
0.2479	32.0	704	0.5423	0.6302	0.5423	0.7364
0.2479	32.0909	706	0.5471	0.6770	0.5471	0.7396
0.2479	32.1818	708	0.5606	0.6575	0.5606	0.7487
0.2479	32.2727	710	0.5679	0.6753	0.5679	0.7536
0.2479	32.3636	712	0.5721	0.6641	0.5721	0.7563
0.2479	32.4545	714	0.5694	0.6610	0.5694	0.7546
0.2479	32.5455	716	0.5662	0.6649	0.5662	0.7524
0.2479	32.6364	718	0.5732	0.6610	0.5732	0.7571
0.2479	32.7273	720	0.5945	0.6693	0.5945	0.7710
0.2479	32.8182	722	0.6028	0.6528	0.6028	0.7764
0.2479	32.9091	724	0.5939	0.6501	0.5939	0.7706
0.2479	33.0	726	0.5904	0.6389	0.5904	0.7684
0.2479	33.0909	728	0.5856	0.5977	0.5856	0.7653
0.2479	33.1818	730	0.5864	0.6006	0.5864	0.7658
0.2479	33.2727	732	0.5849	0.6175	0.5849	0.7648
0.2479	33.3636	734	0.5810	0.6720	0.5810	0.7623
0.2479	33.4545	736	0.5789	0.6689	0.5789	0.7608
0.2479	33.5455	738	0.5827	0.6306	0.5827	0.7634
0.2479	33.6364	740	0.5871	0.5961	0.5871	0.7663
0.2479	33.7273	742	0.5860	0.6164	0.5860	0.7655
0.2479	33.8182	744	0.5811	0.6392	0.5811	0.7623
0.2479	33.9091	746	0.5763	0.6764	0.5763	0.7592
0.2479	34.0	748	0.5727	0.6032	0.5727	0.7568
0.2479	34.0909	750	0.5642	0.6426	0.5642	0.7512
0.2479	34.1818	752	0.5559	0.6896	0.5559	0.7456
0.2479	34.2727	754	0.5655	0.6500	0.5655	0.7520
0.2479	34.3636	756	0.6061	0.6269	0.6061	0.7785
0.2479	34.4545	758	0.6634	0.6147	0.6634	0.8145
0.2479	34.5455	760	0.6918	0.6333	0.6918	0.8318
0.2479	34.6364	762	0.6658	0.6333	0.6658	0.8159
0.2479	34.7273	764	0.6013	0.6626	0.6013	0.7754
0.2479	34.8182	766	0.5514	0.6697	0.5514	0.7426
0.2479	34.9091	768	0.5547	0.6368	0.5547	0.7448
0.2479	35.0	770	0.5595	0.6368	0.5595	0.7480
0.2479	35.0909	772	0.5491	0.6789	0.5491	0.7410
0.2479	35.1818	774	0.5471	0.7019	0.5471	0.7397
0.2479	35.2727	776	0.5398	0.7171	0.5398	0.7347
0.2479	35.3636	778	0.5361	0.7056	0.5361	0.7322
0.2479	35.4545	780	0.5373	0.6896	0.5373	0.7330
0.2479	35.5455	782	0.5469	0.6944	0.5469	0.7395
0.2479	35.6364	784	0.5460	0.6610	0.5460	0.7389
0.2479	35.7273	786	0.5438	0.6479	0.5438	0.7374
0.2479	35.8182	788	0.5450	0.6667	0.5450	0.7382
0.2479	35.9091	790	0.5456	0.6488	0.5456	0.7386
0.2479	36.0	792	0.5398	0.6667	0.5398	0.7347
0.2479	36.0909	794	0.5375	0.6796	0.5375	0.7332
0.2479	36.1818	796	0.5388	0.6796	0.5388	0.7340
0.2479	36.2727	798	0.5303	0.6796	0.5303	0.7282
0.2479	36.3636	800	0.5257	0.6667	0.5257	0.7250
0.2479	36.4545	802	0.5263	0.6667	0.5263	0.7255
0.2479	36.5455	804	0.5291	0.6488	0.5291	0.7274
0.2479	36.6364	806	0.5281	0.6667	0.5281	0.7267
0.2479	36.7273	808	0.5240	0.7056	0.5240	0.7239
0.2479	36.8182	810	0.5232	0.7056	0.5232	0.7233
0.2479	36.9091	812	0.5265	0.7056	0.5265	0.7256
0.2479	37.0	814	0.5259	0.7056	0.5259	0.7252
0.2479	37.0909	816	0.5276	0.6888	0.5276	0.7264
0.2479	37.1818	818	0.5248	0.6667	0.5248	0.7244
0.2479	37.2727	820	0.5282	0.6419	0.5282	0.7268
0.2479	37.3636	822	0.5400	0.6119	0.5400	0.7349
0.2479	37.4545	824	0.5443	0.6119	0.5443	0.7378
0.2479	37.5455	826	0.5592	0.6062	0.5592	0.7478
0.2479	37.6364	828	0.5420	0.6344	0.5420	0.7362
0.2479	37.7273	830	0.5333	0.6154	0.5333	0.7303
0.2479	37.8182	832	0.5255	0.6497	0.5255	0.7249
0.2479	37.9091	834	0.5207	0.6667	0.5207	0.7216
0.2479	38.0	836	0.5231	0.6667	0.5231	0.7233
0.2479	38.0909	838	0.5290	0.6584	0.5290	0.7274
0.2479	38.1818	840	0.5428	0.6623	0.5428	0.7367
0.2479	38.2727	842	0.5616	0.6073	0.5616	0.7494
0.2479	38.3636	844	0.5843	0.6387	0.5843	0.7644
0.2479	38.4545	846	0.5815	0.6578	0.5815	0.7626
0.2479	38.5455	848	0.5655	0.6719	0.5655	0.7520
0.2479	38.6364	850	0.5343	0.6479	0.5343	0.7310
0.2479	38.7273	852	0.5167	0.6667	0.5167	0.7188
0.2479	38.8182	854	0.5120	0.6667	0.5120	0.7156
0.2479	38.9091	856	0.5193	0.6572	0.5193	0.7207
0.2479	39.0	858	0.5170	0.6383	0.5170	0.7190
0.2479	39.0909	860	0.5094	0.6667	0.5094	0.7137
0.2479	39.1818	862	0.5150	0.6672	0.5150	0.7177
0.2479	39.2727	864	0.5313	0.6764	0.5313	0.7289
0.2479	39.3636	866	0.5458	0.6900	0.5458	0.7388
0.2479	39.4545	868	0.5633	0.6833	0.5633	0.7505
0.2479	39.5455	870	0.5599	0.6771	0.5599	0.7483
0.2479	39.6364	872	0.5448	0.6954	0.5448	0.7381
0.2479	39.7273	874	0.5204	0.6748	0.5204	0.7214
0.2479	39.8182	876	0.5098	0.6853	0.5098	0.7140
0.2479	39.9091	878	0.5076	0.7318	0.5076	0.7124
0.2479	40.0	880	0.5043	0.7318	0.5043	0.7101
0.2479	40.0909	882	0.5046	0.7165	0.5046	0.7103
0.2479	40.1818	884	0.5124	0.7148	0.5124	0.7158
0.2479	40.2727	886	0.5221	0.6764	0.5221	0.7226
0.2479	40.3636	888	0.5373	0.6646	0.5373	0.7330
0.2479	40.4545	890	0.5460	0.6340	0.5460	0.7389
0.2479	40.5455	892	0.5602	0.6450	0.5602	0.7485
0.2479	40.6364	894	0.5586	0.6340	0.5586	0.7474
0.2479	40.7273	896	0.5549	0.6460	0.5549	0.7449
0.2479	40.8182	898	0.5470	0.5986	0.5470	0.7396
0.2479	40.9091	900	0.5355	0.6510	0.5355	0.7318
0.2479	41.0	902	0.5254	0.6441	0.5254	0.7248
0.2479	41.0909	904	0.5223	0.6616	0.5223	0.7227
0.2479	41.1818	906	0.5202	0.6616	0.5202	0.7212
0.2479	41.2727	908	0.5176	0.6616	0.5176	0.7195
0.2479	41.3636	910	0.5164	0.6575	0.5164	0.7186
0.2479	41.4545	912	0.5212	0.6528	0.5212	0.7219
0.2479	41.5455	914	0.5316	0.6528	0.5316	0.7291
0.2479	41.6364	916	0.5510	0.6584	0.5510	0.7423
0.2479	41.7273	918	0.5869	0.6259	0.5869	0.7661
0.2479	41.8182	920	0.6302	0.6190	0.6302	0.7938
0.2479	41.9091	922	0.6350	0.6377	0.6350	0.7969
0.2479	42.0	924	0.6256	0.6377	0.6256	0.7910
0.2479	42.0909	926	0.5930	0.6716	0.5930	0.7700
0.2479	42.1818	928	0.5716	0.6732	0.5716	0.7560
0.2479	42.2727	930	0.5554	0.6572	0.5554	0.7452
0.2479	42.3636	932	0.5538	0.6748	0.5538	0.7442
0.2479	42.4545	934	0.5556	0.6748	0.5556	0.7454
0.2479	42.5455	936	0.5572	0.6748	0.5572	0.7465
0.2479	42.6364	938	0.5671	0.7005	0.5671	0.7531
0.2479	42.7273	940	0.5806	0.7106	0.5806	0.7620
0.2479	42.8182	942	0.5914	0.7106	0.5914	0.7690
0.2479	42.9091	944	0.5918	0.7106	0.5918	0.7693
0.2479	43.0	946	0.5958	0.6874	0.5958	0.7718
0.2479	43.0909	948	0.5837	0.7106	0.5837	0.7640
0.2479	43.1818	950	0.5534	0.7108	0.5534	0.7439
0.2479	43.2727	952	0.5462	0.6896	0.5462	0.7391
0.2479	43.3636	954	0.5506	0.6896	0.5506	0.7420
0.2479	43.4545	956	0.5537	0.6659	0.5537	0.7441
0.2479	43.5455	958	0.5555	0.6896	0.5555	0.7453
0.2479	43.6364	960	0.5598	0.7211	0.5598	0.7482
0.2479	43.7273	962	0.5892	0.6860	0.5892	0.7676
0.2479	43.8182	964	0.6362	0.6289	0.6362	0.7976
0.2479	43.9091	966	0.6559	0.6495	0.6559	0.8099
0.2479	44.0	968	0.6419	0.6434	0.6419	0.8012
0.2479	44.0909	970	0.6245	0.6546	0.6245	0.7903
0.2479	44.1818	972	0.6243	0.6371	0.6243	0.7901
0.2479	44.2727	974	0.6111	0.6519	0.6111	0.7817
0.2479	44.3636	976	0.5992	0.6797	0.5992	0.7741
0.2479	44.4545	978	0.5995	0.6901	0.5995	0.7743
0.2479	44.5455	980	0.6150	0.6589	0.6150	0.7842
0.2479	44.6364	982	0.6171	0.6589	0.6171	0.7855
0.2479	44.7273	984	0.6087	0.6589	0.6087	0.7802
0.2479	44.8182	986	0.6007	0.6701	0.6007	0.7751
0.2479	44.9091	988	0.6049	0.6701	0.6049	0.7778
0.2479	45.0	990	0.5975	0.6805	0.5975	0.7730
0.2479	45.0909	992	0.5919	0.6846	0.5919	0.7693
0.2479	45.1818	994	0.6041	0.6664	0.6041	0.7773
0.2479	45.2727	996	0.6160	0.6284	0.6160	0.7848
0.2479	45.3636	998	0.6011	0.6664	0.6011	0.7753
0.0518	45.4545	1000	0.5809	0.6951	0.5809	0.7622
0.0518	45.5455	1002	0.5674	0.6951	0.5674	0.7532
0.0518	45.6364	1004	0.5566	0.6951	0.5566	0.7460
0.0518	45.7273	1006	0.5518	0.7108	0.5518	0.7428
0.0518	45.8182	1008	0.5580	0.7063	0.5580	0.7470
0.0518	45.9091	1010	0.5701	0.7191	0.5701	0.7551
0.0518	46.0	1012	0.5933	0.7043	0.5933	0.7702
0.0518	46.0909	1014	0.6051	0.6581	0.6051	0.7779
0.0518	46.1818	1016	0.6067	0.6886	0.6067	0.7789
0.0518	46.2727	1018	0.5948	0.6724	0.5948	0.7712
0.0518	46.3636	1020	0.5722	0.6479	0.5722	0.7564
0.0518	46.4545	1022	0.5709	0.6276	0.5709	0.7556

Framework versions

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