ArabicNewSplits7_FineTuningAraBERT_run1_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: 0.5623
• Qwk: 0.6610
• Mse: 0.5623
• Rmse: 0.7499

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	0.8137	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	0.7819
No log	6.6364	146	0.7584	0.5908	0.7584	0.8709
No log	6.7273	148	0.6990	0.6076	0.6990	0.8361
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	0.6610	0.6053	0.6610	0.8130
No log	7.0909	156	0.6385	0.5676	0.6385	0.7990
No log	7.1818	158	0.6411	0.4730	0.6411	0.8007
No log	7.2727	160	0.6331	0.5302	0.6331	0.7957
No log	7.3636	162	0.6095	0.5160	0.6095	0.7807
No log	7.4545	164	0.6183	0.6053	0.6183	0.7863
No log	7.5455	166	0.6101	0.6045	0.6101	0.7811
No log	7.6364	168	0.5907	0.6528	0.5907	0.7686
No log	7.7273	170	0.5883	0.6067	0.5883	0.7670
No log	7.8182	172	0.5909	0.5882	0.5909	0.7687
No log	7.9091	174	0.5942	0.5882	0.5942	0.7708
No log	8.0	176	0.6508	0.5366	0.6508	0.8067
No log	8.0909	178	0.8051	0.5272	0.8051	0.8973
No log	8.1818	180	0.7174	0.5451	0.7174	0.8470
No log	8.2727	182	0.6595	0.6709	0.6595	0.8121
No log	8.3636	184	0.7896	0.5750	0.7896	0.8886
No log	8.4545	186	0.7673	0.5975	0.7673	0.8760
No log	8.5455	188	0.6851	0.6374	0.6851	0.8277
No log	8.6364	190	0.7824	0.5455	0.7824	0.8846
No log	8.7273	192	0.9163	0.5095	0.9163	0.9572
No log	8.8182	194	0.8269	0.5273	0.8269	0.9094
No log	8.9091	196	0.6290	0.6740	0.6290	0.7931
No log	9.0	198	0.7383	0.5864	0.7383	0.8592
No log	9.0909	200	0.9172	0.5251	0.9172	0.9577
No log	9.1818	202	0.8445	0.5251	0.8445	0.9190
No log	9.2727	204	0.6484	0.6240	0.6484	0.8052
No log	9.3636	206	0.5585	0.6460	0.5585	0.7473
No log	9.4545	208	0.5669	0.6460	0.5669	0.7529
No log	9.5455	210	0.5905	0.6555	0.5905	0.7685
No log	9.6364	212	0.7448	0.6145	0.7448	0.8630
No log	9.7273	214	0.8127	0.6208	0.8127	0.9015
No log	9.8182	216	0.7194	0.6106	0.7194	0.8482
No log	9.9091	218	0.6678	0.5964	0.6678	0.8172
No log	10.0	220	0.7135	0.5727	0.7135	0.8447
No log	10.0909	222	0.6958	0.5816	0.6958	0.8341
No log	10.1818	224	0.6813	0.5603	0.6813	0.8254
No log	10.2727	226	0.7207	0.6362	0.7207	0.8489
No log	10.3636	228	0.6957	0.6209	0.6957	0.8341
No log	10.4545	230	0.6225	0.5986	0.6225	0.7890
No log	10.5455	232	0.6129	0.5693	0.6129	0.7829
No log	10.6364	234	0.6250	0.5585	0.6250	0.7906
No log	10.7273	236	0.6462	0.6460	0.6462	0.8039
No log	10.8182	238	0.6643	0.6414	0.6643	0.8150
No log	10.9091	240	0.6863	0.6414	0.6863	0.8285
No log	11.0	242	0.6806	0.6347	0.6806	0.8250
No log	11.0909	244	0.6878	0.6009	0.6878	0.8293
No log	11.1818	246	0.6821	0.6144	0.6821	0.8259
No log	11.2727	248	0.7301	0.5642	0.7301	0.8545
No log	11.3636	250	0.7298	0.5661	0.7298	0.8543
No log	11.4545	252	0.7089	0.6065	0.7089	0.8420
No log	11.5455	254	0.6160	0.6097	0.6160	0.7849
No log	11.6364	256	0.5889	0.6701	0.5889	0.7674
No log	11.7273	258	0.5841	0.6758	0.5841	0.7643
No log	11.8182	260	0.5800	0.6617	0.5800	0.7616
No log	11.9091	262	0.5605	0.7211	0.5605	0.7486
No log	12.0	264	0.5416	0.6903	0.5416	0.7359
No log	12.0909	266	0.5364	0.6903	0.5364	0.7324
No log	12.1818	268	0.5296	0.7003	0.5296	0.7277
No log	12.2727	270	0.5243	0.7003	0.5243	0.7241
No log	12.3636	272	0.5489	0.7101	0.5489	0.7409
No log	12.4545	274	0.5630	0.6951	0.5630	0.7504
No log	12.5455	276	0.5826	0.6377	0.5826	0.7633
No log	12.6364	278	0.6001	0.6195	0.6001	0.7747
No log	12.7273	280	0.6108	0.6377	0.6108	0.7815
No log	12.8182	282	0.6206	0.6630	0.6206	0.7878
No log	12.9091	284	0.6168	0.6553	0.6168	0.7854
No log	13.0	286	0.6172	0.5599	0.6172	0.7856
No log	13.0909	288	0.6439	0.5542	0.6439	0.8025
No log	13.1818	290	0.6906	0.5342	0.6906	0.8310
No log	13.2727	292	0.6958	0.5342	0.6958	0.8342
No log	13.3636	294	0.6308	0.5342	0.6308	0.7942
No log	13.4545	296	0.5751	0.5770	0.5751	0.7584
No log	13.5455	298	0.5466	0.6553	0.5466	0.7393
No log	13.6364	300	0.5575	0.6901	0.5575	0.7467
No log	13.7273	302	0.6591	0.6631	0.6591	0.8118
No log	13.8182	304	0.7236	0.5982	0.7236	0.8506
No log	13.9091	306	0.6016	0.6791	0.6016	0.7756
No log	14.0	308	0.5181	0.7437	0.5181	0.7198
No log	14.0909	310	0.4892	0.7314	0.4892	0.6994
No log	14.1818	312	0.4981	0.7266	0.4981	0.7058
No log	14.2727	314	0.5207	0.6572	0.5207	0.7216
No log	14.3636	316	0.5297	0.6447	0.5297	0.7278
No log	14.4545	318	0.5429	0.6380	0.5429	0.7368
No log	14.5455	320	0.5478	0.6575	0.5478	0.7401
No log	14.6364	322	0.5614	0.6358	0.5614	0.7493
No log	14.7273	324	0.6095	0.5839	0.6095	0.7807
No log	14.8182	326	0.6097	0.5839	0.6097	0.7808
No log	14.9091	328	0.5810	0.6256	0.5810	0.7622
No log	15.0	330	0.5683	0.6488	0.5683	0.7539
No log	15.0909	332	0.5619	0.6606	0.5619	0.7496
No log	15.1818	334	0.5678	0.6311	0.5678	0.7535
No log	15.2727	336	0.5689	0.6435	0.5689	0.7543
No log	15.3636	338	0.5687	0.6067	0.5687	0.7541
No log	15.4545	340	0.6046	0.5805	0.6046	0.7776
No log	15.5455	342	0.6203	0.6004	0.6203	0.7876
No log	15.6364	344	0.6030	0.5966	0.6030	0.7765
No log	15.7273	346	0.5892	0.6491	0.5892	0.7676
No log	15.8182	348	0.5922	0.6813	0.5922	0.7695
No log	15.9091	350	0.5830	0.6284	0.5830	0.7635
No log	16.0	352	0.5810	0.6798	0.5810	0.7623
No log	16.0909	354	0.5928	0.6249	0.5928	0.7699
No log	16.1818	356	0.6027	0.6157	0.6027	0.7763
No log	16.2727	358	0.6141	0.5953	0.6141	0.7836
No log	16.3636	360	0.6065	0.6157	0.6065	0.7788
No log	16.4545	362	0.5964	0.6249	0.5964	0.7723
No log	16.5455	364	0.6321	0.6933	0.6321	0.7950
No log	16.6364	366	0.7402	0.6023	0.7402	0.8604
No log	16.7273	368	0.7393	0.6423	0.7393	0.8598
No log	16.8182	370	0.6731	0.6137	0.6731	0.8204
No log	16.9091	372	0.6213	0.6415	0.6213	0.7882
No log	17.0	374	0.6112	0.5861	0.6112	0.7818
No log	17.0909	376	0.6133	0.5861	0.6133	0.7832
No log	17.1818	378	0.6049	0.5763	0.6049	0.7778
No log	17.2727	380	0.5946	0.5881	0.5946	0.7711
No log	17.3636	382	0.5843	0.5716	0.5843	0.7644
No log	17.4545	384	0.5761	0.5716	0.5761	0.7590
No log	17.5455	386	0.5755	0.5905	0.5755	0.7586
No log	17.6364	388	0.5732	0.6586	0.5732	0.7571
No log	17.7273	390	0.5741	0.6493	0.5741	0.7577
No log	17.8182	392	0.5839	0.5915	0.5839	0.7642
No log	17.9091	394	0.5907	0.5726	0.5907	0.7686
No log	18.0	396	0.5591	0.6134	0.5591	0.7477
No log	18.0909	398	0.5593	0.5820	0.5593	0.7478
No log	18.1818	400	0.5678	0.5626	0.5678	0.7535
No log	18.2727	402	0.5748	0.6249	0.5748	0.7581
No log	18.3636	404	0.5841	0.6186	0.5841	0.7642
No log	18.4545	406	0.6027	0.5316	0.6027	0.7763
No log	18.5455	408	0.6357	0.5089	0.6357	0.7973
No log	18.6364	410	0.7081	0.5339	0.7081	0.8415
No log	18.7273	412	0.7752	0.5233	0.7752	0.8805
No log	18.8182	414	0.7621	0.4750	0.7621	0.8730
No log	18.9091	416	0.6734	0.5891	0.6734	0.8206
No log	19.0	418	0.7248	0.6521	0.7248	0.8513
No log	19.0909	420	0.7156	0.6458	0.7156	0.8459
No log	19.1818	422	0.6237	0.7110	0.6237	0.7897
No log	19.2727	424	0.5489	0.7048	0.5489	0.7409
No log	19.3636	426	0.5363	0.6695	0.5363	0.7323
No log	19.4545	428	0.5621	0.7136	0.5621	0.7497
No log	19.5455	430	0.6385	0.6209	0.6385	0.7990
No log	19.6364	432	0.7423	0.5686	0.7423	0.8616
No log	19.7273	434	0.7729	0.5358	0.7729	0.8791
No log	19.8182	436	0.7096	0.5475	0.7096	0.8424
No log	19.9091	438	0.6199	0.6272	0.6199	0.7873
No log	20.0	440	0.5678	0.6198	0.5678	0.7535
No log	20.0909	442	0.5544	0.6841	0.5544	0.7445
No log	20.1818	444	0.5386	0.6553	0.5386	0.7339
No log	20.2727	446	0.5304	0.6796	0.5304	0.7283
No log	20.3636	448	0.5335	0.6875	0.5335	0.7304
No log	20.4545	450	0.5597	0.6865	0.5597	0.7481
No log	20.5455	452	0.5578	0.6623	0.5578	0.7469
No log	20.6364	454	0.5381	0.6841	0.5381	0.7335
No log	20.7273	456	0.5455	0.6139	0.5455	0.7386
No log	20.8182	458	0.5868	0.6317	0.5868	0.7660
No log	20.9091	460	0.5954	0.6317	0.5954	0.7716
No log	21.0	462	0.5515	0.6164	0.5515	0.7426
No log	21.0909	464	0.5294	0.6703	0.5294	0.7276
No log	21.1818	466	0.5330	0.6602	0.5330	0.7301
No log	21.2727	468	0.5446	0.7259	0.5446	0.7380
No log	21.3636	470	0.5415	0.6680	0.5415	0.7359
No log	21.4545	472	0.5332	0.6689	0.5332	0.7302
No log	21.5455	474	0.5356	0.6838	0.5356	0.7319
No log	21.6364	476	0.5454	0.6327	0.5454	0.7385
No log	21.7273	478	0.5471	0.5783	0.5471	0.7396
No log	21.8182	480	0.5516	0.5783	0.5516	0.7427
No log	21.9091	482	0.5469	0.5783	0.5469	0.7395
No log	22.0	484	0.5309	0.6251	0.5309	0.7287
No log	22.0909	486	0.5268	0.6251	0.5268	0.7258
No log	22.1818	488	0.5281	0.6118	0.5281	0.7267
No log	22.2727	490	0.5392	0.6164	0.5392	0.7343
No log	22.3636	492	0.5782	0.6623	0.5782	0.7604
No log	22.4545	494	0.6317	0.6071	0.6317	0.7948
No log	22.5455	496	0.7019	0.6032	0.7019	0.8378
No log	22.6364	498	0.6928	0.5860	0.6928	0.8323
0.2493	22.7273	500	0.6768	0.5217	0.6768	0.8227
0.2493	22.8182	502	0.6890	0.5416	0.6890	0.8301
0.2493	22.9091	504	0.6969	0.5835	0.6969	0.8348
0.2493	23.0	506	0.6781	0.5953	0.6781	0.8235
0.2493	23.0909	508	0.6262	0.6305	0.6262	0.7913
0.2493	23.1818	510	0.5766	0.5784	0.5766	0.7593
0.2493	23.2727	512	0.5741	0.5469	0.5741	0.7577
0.2493	23.3636	514	0.5709	0.5469	0.5709	0.7555
0.2493	23.4545	516	0.5615	0.6107	0.5615	0.7493
0.2493	23.5455	518	0.5671	0.6441	0.5671	0.7530
0.2493	23.6364	520	0.6036	0.6538	0.6036	0.7769
0.2493	23.7273	522	0.6142	0.6218	0.6142	0.7837
0.2493	23.8182	524	0.6055	0.6282	0.6055	0.7781
0.2493	23.9091	526	0.5834	0.6441	0.5834	0.7638
0.2493	24.0	528	0.5681	0.6488	0.5681	0.7537
0.2493	24.0909	530	0.5534	0.6690	0.5534	0.7439
0.2493	24.1818	532	0.5384	0.6649	0.5384	0.7337
0.2493	24.2727	534	0.5317	0.6959	0.5317	0.7291
0.2493	24.3636	536	0.5311	0.6561	0.5311	0.7288
0.2493	24.4545	538	0.5358	0.6812	0.5358	0.7320
0.2493	24.5455	540	0.5316	0.6947	0.5316	0.7291
0.2493	24.6364	542	0.5352	0.6947	0.5352	0.7316
0.2493	24.7273	544	0.5322	0.6770	0.5322	0.7295
0.2493	24.8182	546	0.5292	0.6667	0.5292	0.7274
0.2493	24.9091	548	0.5240	0.6659	0.5240	0.7239
0.2493	25.0	550	0.5235	0.6720	0.5235	0.7235
0.2493	25.0909	552	0.5440	0.7042	0.5440	0.7375
0.2493	25.1818	554	0.5589	0.7489	0.5589	0.7476
0.2493	25.2727	556	0.5798	0.7269	0.5798	0.7614
0.2493	25.3636	558	0.5686	0.7210	0.5686	0.7540
0.2493	25.4545	560	0.5372	0.6629	0.5372	0.7329
0.2493	25.5455	562	0.5353	0.6024	0.5353	0.7316
0.2493	25.6364	564	0.5512	0.5464	0.5512	0.7424
0.2493	25.7273	566	0.5718	0.5225	0.5718	0.7562
0.2493	25.8182	568	0.5657	0.5210	0.5657	0.7521
0.2493	25.9091	570	0.5554	0.6269	0.5554	0.7452
0.2493	26.0	572	0.5615	0.6508	0.5615	0.7493
0.2493	26.0909	574	0.5450	0.7059	0.5450	0.7382
0.2493	26.1818	576	0.5317	0.6973	0.5317	0.7292
0.2493	26.2727	578	0.5313	0.7384	0.5313	0.7289
0.2493	26.3636	580	0.5281	0.7059	0.5281	0.7267
0.2493	26.4545	582	0.5204	0.7171	0.5204	0.7214
0.2493	26.5455	584	0.5125	0.6649	0.5125	0.7159
0.2493	26.6364	586	0.5240	0.6409	0.5240	0.7239
0.2493	26.7273	588	0.5291	0.5871	0.5291	0.7274
0.2493	26.8182	590	0.5432	0.6815	0.5432	0.7370
0.2493	26.9091	592	0.5842	0.6450	0.5842	0.7643
0.2493	27.0	594	0.5942	0.5964	0.5942	0.7709
0.2493	27.0909	596	0.5896	0.6697	0.5896	0.7679
0.2493	27.1818	598	0.5986	0.6697	0.5986	0.7737
0.2493	27.2727	600	0.5985	0.6232	0.5985	0.7737
0.2493	27.3636	602	0.5949	0.5440	0.5949	0.7713
0.2493	27.4545	604	0.5978	0.6232	0.5978	0.7732
0.2493	27.5455	606	0.5899	0.6508	0.5899	0.7681
0.2493	27.6364	608	0.5739	0.6054	0.5739	0.7576
0.2493	27.7273	610	0.5721	0.6087	0.5721	0.7564
0.2493	27.8182	612	0.6100	0.5554	0.6100	0.7810
0.2493	27.9091	614	0.6368	0.5674	0.6368	0.7980
0.2493	28.0	616	0.6006	0.5554	0.6006	0.7750
0.2493	28.0909	618	0.5968	0.5795	0.5968	0.7725
0.2493	28.1818	620	0.6074	0.5183	0.6074	0.7794
0.2493	28.2727	622	0.6103	0.4935	0.6103	0.7812
0.2493	28.3636	624	0.6083	0.5432	0.6083	0.7799
0.2493	28.4545	626	0.5975	0.5783	0.5975	0.7730
0.2493	28.5455	628	0.5906	0.5409	0.5906	0.7685
0.2493	28.6364	630	0.5949	0.5770	0.5949	0.7713
0.2493	28.7273	632	0.5786	0.5736	0.5786	0.7606
0.2493	28.8182	634	0.5754	0.6087	0.5754	0.7585
0.2493	28.9091	636	0.5859	0.5972	0.5859	0.7654
0.2493	29.0	638	0.5977	0.6620	0.5977	0.7731
0.2493	29.0909	640	0.5887	0.6620	0.5887	0.7673
0.2493	29.1818	642	0.5809	0.6578	0.5809	0.7622
0.2493	29.2727	644	0.5719	0.6771	0.5719	0.7562
0.2493	29.3636	646	0.5542	0.7074	0.5542	0.7444
0.2493	29.4545	648	0.5447	0.6507	0.5447	0.7381
0.2493	29.5455	650	0.5501	0.6750	0.5501	0.7417
0.2493	29.6364	652	0.5722	0.6384	0.5722	0.7565
0.2493	29.7273	654	0.5740	0.6545	0.5740	0.7576
0.2493	29.8182	656	0.5446	0.6750	0.5446	0.7380
0.2493	29.9091	658	0.5245	0.6788	0.5245	0.7242
0.2493	30.0	660	0.5585	0.7050	0.5585	0.7473
0.2493	30.0909	662	0.5942	0.6791	0.5942	0.7708
0.2493	30.1818	664	0.5875	0.6892	0.5875	0.7665
0.2493	30.2727	666	0.5531	0.7253	0.5531	0.7437
0.2493	30.3636	668	0.5266	0.6689	0.5266	0.7257
0.2493	30.4545	670	0.5388	0.6830	0.5388	0.7340
0.2493	30.5455	672	0.5418	0.6830	0.5418	0.7361
0.2493	30.6364	674	0.5350	0.6770	0.5350	0.7315
0.2493	30.7273	676	0.5511	0.6704	0.5511	0.7424
0.2493	30.8182	678	0.5770	0.6822	0.5770	0.7596
0.2493	30.9091	680	0.6327	0.6209	0.6327	0.7954
0.2493	31.0	682	0.7090	0.5800	0.7090	0.8420
0.2493	31.0909	684	0.7522	0.5636	0.7522	0.8673
0.2493	31.1818	686	0.7369	0.5636	0.7369	0.8584
0.2493	31.2727	688	0.6961	0.5745	0.6961	0.8343
0.2493	31.3636	690	0.6609	0.6127	0.6609	0.8129
0.2493	31.4545	692	0.6422	0.6127	0.6422	0.8014
0.2493	31.5455	694	0.6225	0.6807	0.6225	0.7890
0.2493	31.6364	696	0.5864	0.6929	0.5864	0.7658
0.2493	31.7273	698	0.5770	0.6872	0.5770	0.7596
0.2493	31.8182	700	0.5725	0.6954	0.5725	0.7567
0.2493	31.9091	702	0.5542	0.6680	0.5542	0.7444
0.2493	32.0	704	0.5531	0.6874	0.5531	0.7437
0.2493	32.0909	706	0.5547	0.7203	0.5547	0.7448
0.2493	32.1818	708	0.5568	0.7203	0.5568	0.7462
0.2493	32.2727	710	0.5596	0.7095	0.5596	0.7481
0.2493	32.3636	712	0.5493	0.6896	0.5493	0.7411
0.2493	32.4545	714	0.5350	0.6796	0.5350	0.7314
0.2493	32.5455	716	0.5239	0.6796	0.5239	0.7238
0.2493	32.6364	718	0.5218	0.6796	0.5218	0.7224
0.2493	32.7273	720	0.5285	0.6796	0.5285	0.7270
0.2493	32.8182	722	0.5450	0.6909	0.5450	0.7383
0.2493	32.9091	724	0.5569	0.6936	0.5569	0.7462
0.2493	33.0	726	0.5516	0.7034	0.5516	0.7427
0.2493	33.0909	728	0.5392	0.6699	0.5392	0.7343
0.2493	33.1818	730	0.5327	0.6708	0.5327	0.7299
0.2493	33.2727	732	0.5313	0.6667	0.5313	0.7289
0.2493	33.3636	734	0.5255	0.6796	0.5255	0.7249
0.2493	33.4545	736	0.5174	0.6764	0.5174	0.7193
0.2493	33.5455	738	0.5199	0.6764	0.5199	0.7210
0.2493	33.6364	740	0.5254	0.6703	0.5254	0.7248
0.2493	33.7273	742	0.5211	0.6703	0.5211	0.7218
0.2493	33.8182	744	0.5191	0.6861	0.5191	0.7205
0.2493	33.9091	746	0.5284	0.6861	0.5284	0.7269
0.2493	34.0	748	0.5289	0.6896	0.5289	0.7273
0.2493	34.0909	750	0.5197	0.6861	0.5197	0.7209
0.2493	34.1818	752	0.5167	0.6838	0.5167	0.7188
0.2493	34.2727	754	0.5218	0.6667	0.5218	0.7223
0.2493	34.3636	756	0.5359	0.6770	0.5359	0.7320
0.2493	34.4545	758	0.5458	0.6788	0.5458	0.7388
0.2493	34.5455	760	0.5501	0.6962	0.5501	0.7417
0.2493	34.6364	762	0.5498	0.6962	0.5498	0.7415
0.2493	34.7273	764	0.5314	0.7165	0.5314	0.7290
0.2493	34.8182	766	0.5064	0.7070	0.5064	0.7116
0.2493	34.9091	768	0.4980	0.6959	0.4980	0.7057
0.2493	35.0	770	0.5009	0.7115	0.5009	0.7078
0.2493	35.0909	772	0.5037	0.7070	0.5037	0.7097
0.2493	35.1818	774	0.5022	0.7077	0.5022	0.7086
0.2493	35.2727	776	0.5022	0.7115	0.5022	0.7087
0.2493	35.3636	778	0.5088	0.6796	0.5088	0.7133
0.2493	35.4545	780	0.5180	0.6796	0.5180	0.7197
0.2493	35.5455	782	0.5257	0.6796	0.5257	0.7251
0.2493	35.6364	784	0.5228	0.6796	0.5228	0.7230
0.2493	35.7273	786	0.5219	0.6667	0.5219	0.7224
0.2493	35.8182	788	0.5281	0.6644	0.5281	0.7267
0.2493	35.9091	790	0.5369	0.6551	0.5369	0.7327
0.2493	36.0	792	0.5385	0.6586	0.5385	0.7338
0.2493	36.0909	794	0.5344	0.6426	0.5344	0.7310
0.2493	36.1818	796	0.5386	0.6708	0.5386	0.7339
0.2493	36.2727	798	0.5365	0.6708	0.5365	0.7324
0.2493	36.3636	800	0.5341	0.6822	0.5341	0.7309
0.2493	36.4545	802	0.5298	0.6822	0.5298	0.7279
0.2493	36.5455	804	0.5280	0.6667	0.5280	0.7266
0.2493	36.6364	806	0.5280	0.6667	0.5280	0.7266
0.2493	36.7273	808	0.5287	0.6903	0.5287	0.7271
0.2493	36.8182	810	0.5270	0.6835	0.5270	0.7259
0.2493	36.9091	812	0.5336	0.6773	0.5336	0.7305
0.2493	37.0	814	0.5419	0.6780	0.5419	0.7362
0.2493	37.0909	816	0.5563	0.7111	0.5563	0.7459
0.2493	37.1818	818	0.6007	0.6640	0.6007	0.7750
0.2493	37.2727	820	0.6044	0.6470	0.6044	0.7774
0.2493	37.3636	822	0.5905	0.6525	0.5905	0.7684
0.2493	37.4545	824	0.5754	0.6194	0.5754	0.7586
0.2493	37.5455	826	0.5702	0.6080	0.5702	0.7551
0.2493	37.6364	828	0.5582	0.6368	0.5582	0.7471
0.2493	37.7273	830	0.5593	0.6244	0.5593	0.7479
0.2493	37.8182	832	0.5458	0.6843	0.5458	0.7388
0.2493	37.9091	834	0.5354	0.6835	0.5354	0.7317
0.2493	38.0	836	0.5282	0.6796	0.5282	0.7268
0.2493	38.0909	838	0.5276	0.6796	0.5276	0.7264
0.2493	38.1818	840	0.5315	0.6830	0.5315	0.7291
0.2493	38.2727	842	0.5415	0.6919	0.5415	0.7359
0.2493	38.3636	844	0.5619	0.6682	0.5619	0.7496
0.2493	38.4545	846	0.5742	0.6697	0.5742	0.7578
0.2493	38.5455	848	0.5636	0.6841	0.5636	0.7507
0.2493	38.6364	850	0.5412	0.7074	0.5412	0.7356
0.2493	38.7273	852	0.5286	0.6796	0.5286	0.7271
0.2493	38.8182	854	0.5242	0.6796	0.5242	0.7240
0.2493	38.9091	856	0.5379	0.6830	0.5379	0.7334
0.2493	39.0	858	0.5468	0.6238	0.5468	0.7395
0.2493	39.0909	860	0.5405	0.6238	0.5405	0.7352
0.2493	39.1818	862	0.5382	0.6634	0.5382	0.7336
0.2493	39.2727	864	0.5451	0.6753	0.5451	0.7383
0.2493	39.3636	866	0.5589	0.6894	0.5589	0.7476
0.2493	39.4545	868	0.5766	0.6886	0.5766	0.7594
0.2493	39.5455	870	0.5687	0.7001	0.5687	0.7541
0.2493	39.6364	872	0.5466	0.6796	0.5466	0.7393
0.2493	39.7273	874	0.5318	0.6796	0.5318	0.7292
0.2493	39.8182	876	0.5335	0.6796	0.5335	0.7304
0.2493	39.9091	878	0.5360	0.6667	0.5360	0.7321
0.2493	40.0	880	0.5360	0.6667	0.5360	0.7321
0.2493	40.0909	882	0.5353	0.6796	0.5353	0.7317
0.2493	40.1818	884	0.5385	0.6796	0.5385	0.7338
0.2493	40.2727	886	0.5437	0.6830	0.5437	0.7373
0.2493	40.3636	888	0.5531	0.6460	0.5531	0.7437
0.2493	40.4545	890	0.5630	0.6460	0.5630	0.7503
0.2493	40.5455	892	0.5630	0.6262	0.5630	0.7503
0.2493	40.6364	894	0.5597	0.6262	0.5597	0.7481
0.2493	40.7273	896	0.5588	0.6262	0.5588	0.7475
0.2493	40.8182	898	0.5717	0.6229	0.5717	0.7561
0.2493	40.9091	900	0.5828	0.6147	0.5828	0.7634
0.2493	41.0	902	0.5940	0.6228	0.5940	0.7707
0.2493	41.0909	904	0.5632	0.6347	0.5632	0.7505
0.2493	41.1818	906	0.5410	0.6572	0.5410	0.7356
0.2493	41.2727	908	0.5269	0.6756	0.5269	0.7259
0.2493	41.3636	910	0.5248	0.6903	0.5248	0.7244
0.2493	41.4545	912	0.5295	0.6772	0.5295	0.7276
0.2493	41.5455	914	0.5280	0.6903	0.5280	0.7266
0.2493	41.6364	916	0.5348	0.6756	0.5348	0.7313
0.2493	41.7273	918	0.5746	0.6237	0.5746	0.7580
0.2493	41.8182	920	0.6400	0.6564	0.6400	0.8000
0.2493	41.9091	922	0.7096	0.5938	0.7096	0.8424
0.2493	42.0	924	0.7669	0.6069	0.7669	0.8757
0.2493	42.0909	926	0.7547	0.5895	0.7547	0.8688
0.2493	42.1818	928	0.6965	0.5470	0.6965	0.8346
0.2493	42.2727	930	0.6469	0.6157	0.6469	0.8043
0.2493	42.3636	932	0.6207	0.5964	0.6207	0.7878
0.2493	42.4545	934	0.6111	0.6082	0.6111	0.7817
0.2493	42.5455	936	0.6040	0.6728	0.6040	0.7772
0.2493	42.6364	938	0.6043	0.6841	0.6043	0.7773
0.2493	42.7273	940	0.6142	0.6900	0.6142	0.7837
0.2493	42.8182	942	0.6416	0.6669	0.6416	0.8010
0.2493	42.9091	944	0.6519	0.6669	0.6519	0.8074
0.2493	43.0	946	0.6415	0.6708	0.6415	0.8009
0.2493	43.0909	948	0.6128	0.6687	0.6128	0.7828
0.2493	43.1818	950	0.5728	0.6528	0.5728	0.7568
0.2493	43.2727	952	0.5553	0.6649	0.5553	0.7452
0.2493	43.3636	954	0.5486	0.6830	0.5486	0.7406
0.2493	43.4545	956	0.5508	0.6697	0.5508	0.7422
0.2493	43.5455	958	0.5529	0.6697	0.5529	0.7436
0.2493	43.6364	960	0.5552	0.6796	0.5552	0.7451
0.2493	43.7273	962	0.5696	0.6924	0.5696	0.7547
0.2493	43.8182	964	0.6014	0.6237	0.6014	0.7755
0.2493	43.9091	966	0.6277	0.6438	0.6277	0.7923
0.2493	44.0	968	0.6284	0.6510	0.6284	0.7927
0.2493	44.0909	970	0.6217	0.6510	0.6217	0.7885
0.2493	44.1818	972	0.6243	0.6510	0.6243	0.7901
0.2493	44.2727	974	0.6108	0.6623	0.6108	0.7815
0.2493	44.3636	976	0.5902	0.6602	0.5902	0.7683
0.2493	44.4545	978	0.5777	0.6610	0.5777	0.7601
0.2493	44.5455	980	0.5689	0.6610	0.5689	0.7542
0.2493	44.6364	982	0.5610	0.6788	0.5610	0.7490
0.2493	44.7273	984	0.5612	0.6756	0.5612	0.7491
0.2493	44.8182	986	0.5646	0.6756	0.5646	0.7514
0.2493	44.9091	988	0.5702	0.6610	0.5702	0.7551
0.2493	45.0	990	0.5674	0.6610	0.5674	0.7532
0.2493	45.0909	992	0.5612	0.6788	0.5612	0.7491
0.2493	45.1818	994	0.5600	0.6788	0.5600	0.7484
0.2493	45.2727	996	0.5602	0.6788	0.5602	0.7485
0.2493	45.3636	998	0.5583	0.6649	0.5583	0.7472
0.0507	45.4545	1000	0.5559	0.6830	0.5559	0.7456
0.0507	45.5455	1002	0.5518	0.6830	0.5518	0.7428
0.0507	45.6364	1004	0.5520	0.6649	0.5520	0.7429
0.0507	45.7273	1006	0.5542	0.6610	0.5542	0.7444
0.0507	45.8182	1008	0.5575	0.6610	0.5575	0.7467
0.0507	45.9091	1010	0.5623	0.6610	0.5623	0.7499

Framework versions

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