ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k19_task1_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: 0.6151
• Qwk: 0.7434
• Mse: 0.6151
• Rmse: 0.7843

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0189	2	5.4659	-0.0389	5.4659	2.3379
No log	0.0377	4	3.2169	0.0538	3.2169	1.7936
No log	0.0566	6	1.8275	0.1347	1.8275	1.3519
No log	0.0755	8	1.3243	0.2549	1.3243	1.1508
No log	0.0943	10	1.0891	0.3440	1.0891	1.0436
No log	0.1132	12	1.2585	0.2145	1.2585	1.1218
No log	0.1321	14	1.1354	0.3475	1.1354	1.0656
No log	0.1509	16	1.0831	0.4306	1.0831	1.0407
No log	0.1698	18	1.1140	0.4721	1.1140	1.0554
No log	0.1887	20	1.4759	0.2715	1.4759	1.2149
No log	0.2075	22	1.6335	0.2688	1.6335	1.2781
No log	0.2264	24	1.1358	0.4178	1.1358	1.0657
No log	0.2453	26	0.8485	0.4586	0.8485	0.9212
No log	0.2642	28	0.9220	0.3862	0.9220	0.9602
No log	0.2830	30	0.9027	0.4136	0.9027	0.9501
No log	0.3019	32	0.8927	0.4512	0.8927	0.9449
No log	0.3208	34	1.2050	0.3178	1.2050	1.0977
No log	0.3396	36	1.6854	0.2256	1.6854	1.2982
No log	0.3585	38	2.2996	0.2458	2.2996	1.5164
No log	0.3774	40	2.6162	0.1939	2.6162	1.6175
No log	0.3962	42	2.2018	0.2438	2.2018	1.4838
No log	0.4151	44	1.1622	0.4808	1.1622	1.0781
No log	0.4340	46	0.7490	0.6670	0.7490	0.8654
No log	0.4528	48	0.7229	0.6725	0.7229	0.8502
No log	0.4717	50	0.7777	0.6571	0.7777	0.8819
No log	0.4906	52	0.9736	0.5424	0.9736	0.9867
No log	0.5094	54	0.8376	0.5695	0.8376	0.9152
No log	0.5283	56	0.7534	0.6279	0.7534	0.8680
No log	0.5472	58	0.6350	0.6761	0.6350	0.7969
No log	0.5660	60	0.7185	0.6653	0.7185	0.8476
No log	0.5849	62	0.6839	0.6943	0.6839	0.8270
No log	0.6038	64	0.6594	0.6568	0.6594	0.8121
No log	0.6226	66	0.7047	0.6487	0.7047	0.8395
No log	0.6415	68	0.7083	0.6406	0.7083	0.8416
No log	0.6604	70	0.9516	0.5476	0.9516	0.9755
No log	0.6792	72	1.1435	0.4887	1.1435	1.0693
No log	0.6981	74	1.1063	0.4894	1.1063	1.0518
No log	0.7170	76	0.8734	0.5738	0.8734	0.9346
No log	0.7358	78	0.8696	0.5738	0.8696	0.9325
No log	0.7547	80	0.8172	0.6322	0.8172	0.9040
No log	0.7736	82	0.9093	0.5344	0.9093	0.9536
No log	0.7925	84	0.8815	0.5955	0.8815	0.9389
No log	0.8113	86	0.7418	0.6730	0.7418	0.8613
No log	0.8302	88	0.7833	0.6587	0.7833	0.8850
No log	0.8491	90	0.7386	0.6986	0.7386	0.8594
No log	0.8679	92	0.6266	0.6879	0.6266	0.7916
No log	0.8868	94	0.5600	0.7394	0.5600	0.7483
No log	0.9057	96	0.5791	0.7421	0.5791	0.7610
No log	0.9245	98	0.5880	0.7451	0.5880	0.7668
No log	0.9434	100	0.6490	0.6863	0.6490	0.8056
No log	0.9623	102	0.6282	0.6812	0.6282	0.7926
No log	0.9811	104	0.6091	0.7068	0.6091	0.7805
No log	1.0	106	0.6236	0.6820	0.6236	0.7897
No log	1.0189	108	0.6925	0.6503	0.6925	0.8322
No log	1.0377	110	0.6185	0.7392	0.6185	0.7864
No log	1.0566	112	0.7083	0.7557	0.7083	0.8416
No log	1.0755	114	0.7314	0.7381	0.7314	0.8552
No log	1.0943	116	0.6320	0.7622	0.6320	0.7950
No log	1.1132	118	0.7220	0.6739	0.7220	0.8497
No log	1.1321	120	0.7284	0.6677	0.7284	0.8535
No log	1.1509	122	0.6792	0.6532	0.6792	0.8241
No log	1.1698	124	0.6067	0.7030	0.6067	0.7789
No log	1.1887	126	0.5781	0.7207	0.5781	0.7603
No log	1.2075	128	0.5643	0.7558	0.5643	0.7512
No log	1.2264	130	0.6047	0.7760	0.6047	0.7776
No log	1.2453	132	0.6056	0.7487	0.6056	0.7782
No log	1.2642	134	0.6125	0.7856	0.6125	0.7826
No log	1.2830	136	0.5929	0.7715	0.5929	0.7700
No log	1.3019	138	0.6561	0.7824	0.6561	0.8100
No log	1.3208	140	0.6795	0.7628	0.6795	0.8243
No log	1.3396	142	0.5938	0.7601	0.5938	0.7706
No log	1.3585	144	0.6561	0.6962	0.6561	0.8100
No log	1.3774	146	0.8094	0.6692	0.8094	0.8997
No log	1.3962	148	0.7842	0.6692	0.7842	0.8855
No log	1.4151	150	0.6492	0.6948	0.6492	0.8057
No log	1.4340	152	0.6114	0.7378	0.6114	0.7819
No log	1.4528	154	0.6935	0.7408	0.6935	0.8328
No log	1.4717	156	0.6334	0.7464	0.6334	0.7959
No log	1.4906	158	0.7462	0.7061	0.7462	0.8638
No log	1.5094	160	0.7224	0.7004	0.7224	0.8499
No log	1.5283	162	0.5920	0.7340	0.5920	0.7694
No log	1.5472	164	0.7142	0.7533	0.7142	0.8451
No log	1.5660	166	0.6643	0.7625	0.6643	0.8150
No log	1.5849	168	0.5651	0.7329	0.5651	0.7517
No log	1.6038	170	0.6526	0.6996	0.6526	0.8079
No log	1.6226	172	0.6842	0.6931	0.6842	0.8272
No log	1.6415	174	0.5657	0.7199	0.5657	0.7521
No log	1.6604	176	0.5643	0.7606	0.5643	0.7512
No log	1.6792	178	0.5949	0.7108	0.5949	0.7713
No log	1.6981	180	0.8680	0.6541	0.8680	0.9316
No log	1.7170	182	1.0149	0.5942	1.0149	1.0074
No log	1.7358	184	0.8472	0.6741	0.8472	0.9204
No log	1.7547	186	0.6621	0.7349	0.6621	0.8137
No log	1.7736	188	0.6160	0.7490	0.6160	0.7849
No log	1.7925	190	0.6706	0.7773	0.6706	0.8189
No log	1.8113	192	0.7045	0.7589	0.7045	0.8393
No log	1.8302	194	0.6973	0.7499	0.6973	0.8350
No log	1.8491	196	0.7045	0.7274	0.7045	0.8393
No log	1.8679	198	0.7028	0.7320	0.7028	0.8384
No log	1.8868	200	0.6480	0.7306	0.6480	0.8050
No log	1.9057	202	0.6112	0.7452	0.6112	0.7818
No log	1.9245	204	0.5675	0.7307	0.5675	0.7533
No log	1.9434	206	0.5615	0.7424	0.5615	0.7493
No log	1.9623	208	0.5557	0.7626	0.5557	0.7455
No log	1.9811	210	0.5760	0.7569	0.5760	0.7589
No log	2.0	212	0.5634	0.7667	0.5634	0.7506
No log	2.0189	214	0.5989	0.7511	0.5989	0.7739
No log	2.0377	216	0.6179	0.7393	0.6179	0.7861
No log	2.0566	218	0.5962	0.7511	0.5962	0.7721
No log	2.0755	220	0.5986	0.7349	0.5986	0.7737
No log	2.0943	222	0.5665	0.7392	0.5665	0.7526
No log	2.1132	224	0.5641	0.7324	0.5641	0.7511
No log	2.1321	226	0.5664	0.7238	0.5664	0.7526
No log	2.1509	228	0.5596	0.7395	0.5596	0.7481
No log	2.1698	230	0.5773	0.7514	0.5773	0.7598
No log	2.1887	232	0.6577	0.7349	0.6577	0.8110
No log	2.2075	234	0.7059	0.7294	0.7059	0.8402
No log	2.2264	236	0.6725	0.7620	0.6725	0.8201
No log	2.2453	238	0.8249	0.7052	0.8249	0.9082
No log	2.2642	240	0.8837	0.7022	0.8837	0.9400
No log	2.2830	242	0.7661	0.7205	0.7661	0.8753
No log	2.3019	244	0.6778	0.7622	0.6778	0.8233
No log	2.3208	246	0.6590	0.7363	0.6590	0.8118
No log	2.3396	248	0.6939	0.7029	0.6939	0.8330
No log	2.3585	250	0.7952	0.6874	0.7952	0.8917
No log	2.3774	252	0.7359	0.6928	0.7359	0.8578
No log	2.3962	254	0.6369	0.7287	0.6369	0.7980
No log	2.4151	256	0.6127	0.7154	0.6127	0.7828
No log	2.4340	258	0.6336	0.7422	0.6336	0.7960
No log	2.4528	260	0.6448	0.7405	0.6448	0.8030
No log	2.4717	262	0.6978	0.7682	0.6978	0.8353
No log	2.4906	264	0.7036	0.7532	0.7036	0.8388
No log	2.5094	266	0.6339	0.7627	0.6339	0.7962
No log	2.5283	268	0.5548	0.7564	0.5548	0.7449
No log	2.5472	270	0.5505	0.7510	0.5505	0.7419
No log	2.5660	272	0.5517	0.7353	0.5517	0.7428
No log	2.5849	274	0.5457	0.7183	0.5457	0.7387
No log	2.6038	276	0.5787	0.7572	0.5787	0.7607
No log	2.6226	278	0.6145	0.7590	0.6145	0.7839
No log	2.6415	280	0.6972	0.7606	0.6972	0.8350
No log	2.6604	282	0.6977	0.7529	0.6977	0.8353
No log	2.6792	284	0.6936	0.7847	0.6936	0.8328
No log	2.6981	286	0.7330	0.7709	0.7330	0.8562
No log	2.7170	288	0.8038	0.7421	0.8038	0.8966
No log	2.7358	290	0.9288	0.7024	0.9288	0.9638
No log	2.7547	292	0.9322	0.6747	0.9322	0.9655
No log	2.7736	294	0.8359	0.6590	0.8359	0.9143
No log	2.7925	296	0.7248	0.7313	0.7248	0.8514
No log	2.8113	298	0.6571	0.7476	0.6571	0.8106
No log	2.8302	300	0.6437	0.7509	0.6437	0.8023
No log	2.8491	302	0.6589	0.7286	0.6589	0.8118
No log	2.8679	304	0.6272	0.7286	0.6272	0.7920
No log	2.8868	306	0.5808	0.7756	0.5808	0.7621
No log	2.9057	308	0.5384	0.7474	0.5384	0.7337
No log	2.9245	310	0.5296	0.7675	0.5296	0.7278
No log	2.9434	312	0.5423	0.7513	0.5423	0.7364
No log	2.9623	314	0.5196	0.7383	0.5196	0.7208
No log	2.9811	316	0.5154	0.7323	0.5154	0.7179
No log	3.0	318	0.5142	0.7346	0.5142	0.7171
No log	3.0189	320	0.5267	0.7506	0.5267	0.7258
No log	3.0377	322	0.5365	0.7756	0.5365	0.7324
No log	3.0566	324	0.5351	0.7843	0.5351	0.7315
No log	3.0755	326	0.5427	0.7741	0.5427	0.7367
No log	3.0943	328	0.5619	0.7374	0.5619	0.7496
No log	3.1132	330	0.6012	0.7098	0.6012	0.7754
No log	3.1321	332	0.6041	0.7239	0.6041	0.7772
No log	3.1509	334	0.5798	0.7359	0.5798	0.7615
No log	3.1698	336	0.5797	0.74	0.5797	0.7614
No log	3.1887	338	0.5813	0.7599	0.5813	0.7624
No log	3.2075	340	0.5801	0.7413	0.5801	0.7617
No log	3.2264	342	0.5991	0.7121	0.5991	0.7740
No log	3.2453	344	0.5578	0.7187	0.5578	0.7469
No log	3.2642	346	0.5540	0.7811	0.5540	0.7443
No log	3.2830	348	0.6952	0.7370	0.6952	0.8338
No log	3.3019	350	0.7188	0.7360	0.7188	0.8478
No log	3.3208	352	0.6123	0.7689	0.6123	0.7825
No log	3.3396	354	0.5359	0.7521	0.5359	0.7321
No log	3.3585	356	0.5349	0.7293	0.5349	0.7313
No log	3.3774	358	0.5514	0.7445	0.5514	0.7426
No log	3.3962	360	0.6867	0.7544	0.6867	0.8286
No log	3.4151	362	0.7918	0.6957	0.7918	0.8899
No log	3.4340	364	0.7480	0.7082	0.7480	0.8649
No log	3.4528	366	0.6070	0.7698	0.6070	0.7791
No log	3.4717	368	0.5542	0.7362	0.5542	0.7445
No log	3.4906	370	0.5539	0.7154	0.5539	0.7442
No log	3.5094	372	0.5541	0.7356	0.5541	0.7444
No log	3.5283	374	0.5653	0.7605	0.5653	0.7519
No log	3.5472	376	0.5729	0.7498	0.5729	0.7569
No log	3.5660	378	0.6326	0.7638	0.6326	0.7954
No log	3.5849	380	0.6522	0.7475	0.6522	0.8076
No log	3.6038	382	0.6729	0.7527	0.6729	0.8203
No log	3.6226	384	0.5831	0.7599	0.5831	0.7636
No log	3.6415	386	0.5410	0.7551	0.5410	0.7355
No log	3.6604	388	0.5457	0.7540	0.5457	0.7387
No log	3.6792	390	0.5420	0.7566	0.5420	0.7362
No log	3.6981	392	0.5418	0.7541	0.5418	0.7360
No log	3.7170	394	0.5435	0.7566	0.5435	0.7372
No log	3.7358	396	0.5397	0.7612	0.5397	0.7346
No log	3.7547	398	0.5440	0.7661	0.5440	0.7375
No log	3.7736	400	0.5435	0.7621	0.5435	0.7373
No log	3.7925	402	0.5459	0.7912	0.5459	0.7389
No log	3.8113	404	0.5570	0.7863	0.5570	0.7463
No log	3.8302	406	0.5793	0.7977	0.5793	0.7611
No log	3.8491	408	0.5934	0.7872	0.5934	0.7703
No log	3.8679	410	0.6217	0.7530	0.6217	0.7885
No log	3.8868	412	0.6239	0.7317	0.6239	0.7899
No log	3.9057	414	0.6205	0.7253	0.6205	0.7877
No log	3.9245	416	0.5675	0.7590	0.5675	0.7533
No log	3.9434	418	0.5493	0.7680	0.5493	0.7412
No log	3.9623	420	0.5330	0.7736	0.5330	0.7301
No log	3.9811	422	0.5272	0.7594	0.5272	0.7261
No log	4.0	424	0.5378	0.7535	0.5378	0.7333
No log	4.0189	426	0.5796	0.7524	0.5796	0.7613
No log	4.0377	428	0.6435	0.7470	0.6435	0.8022
No log	4.0566	430	0.6558	0.7482	0.6558	0.8098
No log	4.0755	432	0.6043	0.7285	0.6043	0.7774
No log	4.0943	434	0.5607	0.7629	0.5607	0.7488
No log	4.1132	436	0.5618	0.7480	0.5618	0.7496
No log	4.1321	438	0.6112	0.7438	0.6112	0.7818
No log	4.1509	440	0.6581	0.7257	0.6581	0.8113
No log	4.1698	442	0.6787	0.7293	0.6787	0.8238
No log	4.1887	444	0.6082	0.7460	0.6082	0.7799
No log	4.2075	446	0.5775	0.7542	0.5775	0.7599
No log	4.2264	448	0.5782	0.7576	0.5782	0.7604
No log	4.2453	450	0.5817	0.7636	0.5817	0.7627
No log	4.2642	452	0.6157	0.7410	0.6157	0.7846
No log	4.2830	454	0.7097	0.7169	0.7097	0.8425
No log	4.3019	456	0.7917	0.6789	0.7917	0.8898
No log	4.3208	458	0.8588	0.6742	0.8588	0.9267
No log	4.3396	460	0.8287	0.6667	0.8287	0.9103
No log	4.3585	462	0.7144	0.6940	0.7144	0.8452
No log	4.3774	464	0.6129	0.7382	0.6129	0.7829
No log	4.3962	466	0.5884	0.7342	0.5884	0.7670
No log	4.4151	468	0.5648	0.7496	0.5648	0.7516
No log	4.4340	470	0.5646	0.7600	0.5646	0.7514
No log	4.4528	472	0.5800	0.7591	0.5800	0.7615
No log	4.4717	474	0.5944	0.7424	0.5944	0.7709
No log	4.4906	476	0.5843	0.7462	0.5843	0.7644
No log	4.5094	478	0.5962	0.7414	0.5962	0.7721
No log	4.5283	480	0.6008	0.7358	0.6008	0.7751
No log	4.5472	482	0.5876	0.7187	0.5876	0.7665
No log	4.5660	484	0.5654	0.7560	0.5654	0.7519
No log	4.5849	486	0.5789	0.7566	0.5789	0.7609
No log	4.6038	488	0.5967	0.7401	0.5967	0.7725
No log	4.6226	490	0.6135	0.7499	0.6135	0.7833
No log	4.6415	492	0.6150	0.7499	0.6150	0.7842
No log	4.6604	494	0.5943	0.7492	0.5943	0.7709
No log	4.6792	496	0.5722	0.7503	0.5722	0.7565
No log	4.6981	498	0.5735	0.7503	0.5735	0.7573
0.4391	4.7170	500	0.5969	0.7507	0.5969	0.7726
0.4391	4.7358	502	0.6765	0.7281	0.6765	0.8225
0.4391	4.7547	504	0.6941	0.7281	0.6941	0.8331
0.4391	4.7736	506	0.6238	0.7555	0.6238	0.7898
0.4391	4.7925	508	0.5768	0.7539	0.5768	0.7594
0.4391	4.8113	510	0.5515	0.7488	0.5515	0.7426
0.4391	4.8302	512	0.5481	0.7616	0.5481	0.7403
0.4391	4.8491	514	0.5543	0.7582	0.5543	0.7445
0.4391	4.8679	516	0.5815	0.7564	0.5815	0.7626
0.4391	4.8868	518	0.6009	0.7620	0.6009	0.7752
0.4391	4.9057	520	0.5836	0.7607	0.5836	0.7639
0.4391	4.9245	522	0.5508	0.7608	0.5508	0.7422
0.4391	4.9434	524	0.5540	0.7604	0.5540	0.7443
0.4391	4.9623	526	0.5632	0.7586	0.5632	0.7505
0.4391	4.9811	528	0.5708	0.7691	0.5708	0.7555
0.4391	5.0	530	0.6155	0.7594	0.6155	0.7846
0.4391	5.0189	532	0.6490	0.7133	0.6490	0.8056
0.4391	5.0377	534	0.6336	0.7274	0.6336	0.7960
0.4391	5.0566	536	0.5963	0.7755	0.5963	0.7722
0.4391	5.0755	538	0.5852	0.7676	0.5852	0.7650
0.4391	5.0943	540	0.5844	0.7647	0.5844	0.7645
0.4391	5.1132	542	0.6137	0.7357	0.6137	0.7834
0.4391	5.1321	544	0.6927	0.7226	0.6927	0.8323
0.4391	5.1509	546	0.7411	0.6910	0.7411	0.8609
0.4391	5.1698	548	0.7070	0.7282	0.7070	0.8408
0.4391	5.1887	550	0.6566	0.7246	0.6566	0.8103
0.4391	5.2075	552	0.6136	0.7362	0.6136	0.7833
0.4391	5.2264	554	0.5683	0.7426	0.5683	0.7539
0.4391	5.2453	556	0.5629	0.7453	0.5629	0.7503
0.4391	5.2642	558	0.5880	0.7475	0.5880	0.7668
0.4391	5.2830	560	0.6205	0.7491	0.6205	0.7877
0.4391	5.3019	562	0.6142	0.7456	0.6142	0.7837
0.4391	5.3208	564	0.5946	0.7572	0.5946	0.7711
0.4391	5.3396	566	0.6068	0.7410	0.6068	0.7790
0.4391	5.3585	568	0.6484	0.7469	0.6484	0.8052
0.4391	5.3774	570	0.7077	0.7383	0.7077	0.8412
0.4391	5.3962	572	0.7638	0.7223	0.7638	0.8740
0.4391	5.4151	574	0.7938	0.7186	0.7938	0.8910
0.4391	5.4340	576	0.8181	0.7243	0.8181	0.9045
0.4391	5.4528	578	0.8181	0.7243	0.8181	0.9045
0.4391	5.4717	580	0.8281	0.7187	0.8281	0.9100
0.4391	5.4906	582	0.7874	0.7109	0.7874	0.8874
0.4391	5.5094	584	0.7177	0.6909	0.7177	0.8472
0.4391	5.5283	586	0.7001	0.7004	0.7001	0.8367
0.4391	5.5472	588	0.6923	0.7004	0.6923	0.8320
0.4391	5.5660	590	0.7102	0.7066	0.7102	0.8427
0.4391	5.5849	592	0.7086	0.7298	0.7086	0.8418
0.4391	5.6038	594	0.7033	0.7283	0.7033	0.8386
0.4391	5.6226	596	0.7288	0.7264	0.7288	0.8537
0.4391	5.6415	598	0.7578	0.7135	0.7578	0.8705
0.4391	5.6604	600	0.7625	0.7168	0.7625	0.8732
0.4391	5.6792	602	0.7408	0.7072	0.7408	0.8607
0.4391	5.6981	604	0.7542	0.7109	0.7542	0.8684
0.4391	5.7170	606	0.7555	0.7151	0.7555	0.8692
0.4391	5.7358	608	0.7899	0.7085	0.7899	0.8888
0.4391	5.7547	610	0.7754	0.7102	0.7754	0.8806
0.4391	5.7736	612	0.7387	0.7235	0.7387	0.8595
0.4391	5.7925	614	0.6927	0.7278	0.6927	0.8323
0.4391	5.8113	616	0.6509	0.7293	0.6509	0.8068
0.4391	5.8302	618	0.6407	0.7433	0.6407	0.8004
0.4391	5.8491	620	0.6680	0.7293	0.6680	0.8173
0.4391	5.8679	622	0.7558	0.6968	0.7558	0.8694
0.4391	5.8868	624	0.8150	0.6669	0.8150	0.9028
0.4391	5.9057	626	0.7876	0.6868	0.7876	0.8875
0.4391	5.9245	628	0.6916	0.7281	0.6916	0.8316
0.4391	5.9434	630	0.6160	0.7421	0.6160	0.7849
0.4391	5.9623	632	0.5920	0.7464	0.5920	0.7694
0.4391	5.9811	634	0.5876	0.7426	0.5876	0.7666
0.4391	6.0	636	0.6014	0.7425	0.6014	0.7755
0.4391	6.0189	638	0.6062	0.7465	0.6062	0.7786
0.4391	6.0377	640	0.6388	0.7339	0.6388	0.7992
0.4391	6.0566	642	0.6712	0.7366	0.6712	0.8192
0.4391	6.0755	644	0.6844	0.7366	0.6844	0.8273
0.4391	6.0943	646	0.6626	0.7366	0.6626	0.8140
0.4391	6.1132	648	0.6378	0.7435	0.6378	0.7986
0.4391	6.1321	650	0.6219	0.7435	0.6219	0.7886
0.4391	6.1509	652	0.6318	0.7375	0.6318	0.7948
0.4391	6.1698	654	0.6629	0.7287	0.6629	0.8142
0.4391	6.1887	656	0.6702	0.7247	0.6702	0.8187
0.4391	6.2075	658	0.6751	0.7282	0.6751	0.8217
0.4391	6.2264	660	0.6867	0.7356	0.6867	0.8286
0.4391	6.2453	662	0.6596	0.7447	0.6596	0.8122
0.4391	6.2642	664	0.6558	0.7431	0.6558	0.8098
0.4391	6.2830	666	0.6815	0.7459	0.6815	0.8255
0.4391	6.3019	668	0.6691	0.7459	0.6691	0.8180
0.4391	6.3208	670	0.6403	0.7599	0.6403	0.8002
0.4391	6.3396	672	0.6182	0.7666	0.6182	0.7862
0.4391	6.3585	674	0.6110	0.7574	0.6110	0.7816
0.4391	6.3774	676	0.6203	0.7469	0.6203	0.7876
0.4391	6.3962	678	0.6432	0.7422	0.6432	0.8020
0.4391	6.4151	680	0.6338	0.7391	0.6338	0.7961
0.4391	6.4340	682	0.6234	0.7474	0.6234	0.7896
0.4391	6.4528	684	0.6153	0.7395	0.6153	0.7844
0.4391	6.4717	686	0.5903	0.7392	0.5903	0.7683
0.4391	6.4906	688	0.5836	0.7343	0.5836	0.7640
0.4391	6.5094	690	0.5932	0.7342	0.5932	0.7702
0.4391	6.5283	692	0.5896	0.7565	0.5896	0.7678
0.4391	6.5472	694	0.5913	0.7406	0.5913	0.7689
0.4391	6.5660	696	0.5911	0.7510	0.5911	0.7689
0.4391	6.5849	698	0.5994	0.7454	0.5994	0.7742
0.4391	6.6038	700	0.6537	0.7426	0.6537	0.8085
0.4391	6.6226	702	0.6960	0.7466	0.6960	0.8343
0.4391	6.6415	704	0.6991	0.7481	0.6991	0.8361
0.4391	6.6604	706	0.6848	0.7521	0.6848	0.8275
0.4391	6.6792	708	0.6916	0.7521	0.6916	0.8316
0.4391	6.6981	710	0.7229	0.7342	0.7229	0.8502
0.4391	6.7170	712	0.7484	0.7395	0.7484	0.8651
0.4391	6.7358	714	0.7551	0.7252	0.7551	0.8690
0.4391	6.7547	716	0.7776	0.7126	0.7776	0.8818
0.4391	6.7736	718	0.8209	0.7085	0.8209	0.9060
0.4391	6.7925	720	0.8378	0.7120	0.8378	0.9153
0.4391	6.8113	722	0.7943	0.7126	0.7943	0.8912
0.4391	6.8302	724	0.7308	0.7294	0.7308	0.8549
0.4391	6.8491	726	0.6873	0.7284	0.6873	0.8290
0.4391	6.8679	728	0.6896	0.7358	0.6896	0.8304
0.4391	6.8868	730	0.7137	0.7294	0.7137	0.8448
0.4391	6.9057	732	0.7310	0.7289	0.7310	0.8550
0.4391	6.9245	734	0.6986	0.7274	0.6986	0.8358
0.4391	6.9434	736	0.6956	0.7274	0.6956	0.8340
0.4391	6.9623	738	0.7000	0.7274	0.7000	0.8367
0.4391	6.9811	740	0.6909	0.7328	0.6909	0.8312
0.4391	7.0	742	0.6426	0.7567	0.6426	0.8016
0.4391	7.0189	744	0.6277	0.7535	0.6277	0.7923
0.4391	7.0377	746	0.6186	0.7460	0.6186	0.7865
0.4391	7.0566	748	0.5965	0.7453	0.5965	0.7723
0.4391	7.0755	750	0.5959	0.7436	0.5959	0.7719
0.4391	7.0943	752	0.6074	0.7509	0.6074	0.7794
0.4391	7.1132	754	0.6075	0.7509	0.6075	0.7795
0.4391	7.1321	756	0.6056	0.7509	0.6056	0.7782
0.4391	7.1509	758	0.6071	0.7404	0.6071	0.7792
0.4391	7.1698	760	0.6092	0.7458	0.6092	0.7805
0.4391	7.1887	762	0.6234	0.7471	0.6234	0.7895
0.4391	7.2075	764	0.6394	0.7583	0.6394	0.7996
0.4391	7.2264	766	0.6565	0.7561	0.6565	0.8102
0.4391	7.2453	768	0.6497	0.7561	0.6497	0.8061
0.4391	7.2642	770	0.6495	0.7502	0.6495	0.8059
0.4391	7.2830	772	0.6163	0.7474	0.6163	0.7850
0.4391	7.3019	774	0.5862	0.7631	0.5862	0.7656
0.4391	7.3208	776	0.5645	0.7680	0.5645	0.7513
0.4391	7.3396	778	0.5586	0.7680	0.5586	0.7474
0.4391	7.3585	780	0.5584	0.7699	0.5584	0.7473
0.4391	7.3774	782	0.5610	0.7714	0.5610	0.7490
0.4391	7.3962	784	0.5745	0.7678	0.5745	0.7580
0.4391	7.4151	786	0.6038	0.7393	0.6038	0.7770
0.4391	7.4340	788	0.6329	0.7365	0.6329	0.7955
0.4391	7.4528	790	0.6619	0.7302	0.6619	0.8136
0.4391	7.4717	792	0.6839	0.7239	0.6839	0.8270
0.4391	7.4906	794	0.6971	0.7144	0.6971	0.8349
0.4391	7.5094	796	0.7132	0.7277	0.7132	0.8445
0.4391	7.5283	798	0.7337	0.7033	0.7337	0.8566
0.4391	7.5472	800	0.7602	0.6942	0.7602	0.8719
0.4391	7.5660	802	0.7777	0.6942	0.7777	0.8818
0.4391	7.5849	804	0.7605	0.6942	0.7605	0.8721
0.4391	7.6038	806	0.7497	0.6942	0.7497	0.8659
0.4391	7.6226	808	0.7256	0.7151	0.7256	0.8518
0.4391	7.6415	810	0.6949	0.7274	0.6949	0.8336
0.4391	7.6604	812	0.6822	0.7299	0.6822	0.8260
0.4391	7.6792	814	0.6694	0.7414	0.6694	0.8182
0.4391	7.6981	816	0.6900	0.7179	0.6900	0.8306
0.4391	7.7170	818	0.7061	0.7090	0.7061	0.8403
0.4391	7.7358	820	0.7211	0.6972	0.7211	0.8492
0.4391	7.7547	822	0.7353	0.6955	0.7353	0.8575
0.4391	7.7736	824	0.7234	0.6792	0.7234	0.8505
0.4391	7.7925	826	0.6931	0.7064	0.6931	0.8325
0.4391	7.8113	828	0.6447	0.7387	0.6447	0.8029
0.4391	7.8302	830	0.6181	0.7387	0.6181	0.7862
0.4391	7.8491	832	0.6113	0.7387	0.6113	0.7819
0.4391	7.8679	834	0.6194	0.7387	0.6194	0.7870
0.4391	7.8868	836	0.6199	0.7387	0.6199	0.7873
0.4391	7.9057	838	0.6279	0.7387	0.6279	0.7924
0.4391	7.9245	840	0.6338	0.7387	0.6338	0.7961
0.4391	7.9434	842	0.6365	0.7463	0.6365	0.7978
0.4391	7.9623	844	0.6457	0.7463	0.6457	0.8036
0.4391	7.9811	846	0.6454	0.7344	0.6454	0.8034
0.4391	8.0	848	0.6280	0.7386	0.6280	0.7924
0.4391	8.0189	850	0.6019	0.7496	0.6019	0.7758
0.4391	8.0377	852	0.5837	0.7492	0.5837	0.7640
0.4391	8.0566	854	0.5736	0.7689	0.5736	0.7574
0.4391	8.0755	856	0.5789	0.7453	0.5789	0.7608
0.4391	8.0943	858	0.5961	0.7481	0.5961	0.7720
0.4391	8.1132	860	0.6256	0.7592	0.6256	0.7910
0.4391	8.1321	862	0.6622	0.7239	0.6622	0.8137
0.4391	8.1509	864	0.6892	0.7049	0.6892	0.8302
0.4391	8.1698	866	0.7071	0.7013	0.7071	0.8409
0.4391	8.1887	868	0.7134	0.7013	0.7134	0.8446
0.4391	8.2075	870	0.6982	0.6886	0.6982	0.8356
0.4391	8.2264	872	0.6763	0.7159	0.6763	0.8224
0.4391	8.2453	874	0.6774	0.7159	0.6774	0.8230
0.4391	8.2642	876	0.6924	0.6868	0.6924	0.8321
0.4391	8.2830	878	0.6926	0.6868	0.6926	0.8322
0.4391	8.3019	880	0.6824	0.6886	0.6824	0.8261
0.4391	8.3208	882	0.6727	0.7179	0.6727	0.8202
0.4391	8.3396	884	0.6770	0.7061	0.6770	0.8228
0.4391	8.3585	886	0.6674	0.7179	0.6674	0.8170
0.4391	8.3774	888	0.6483	0.7356	0.6483	0.8052
0.4391	8.3962	890	0.6327	0.7382	0.6327	0.7954
0.4391	8.4151	892	0.6157	0.7373	0.6157	0.7846
0.4391	8.4340	894	0.6096	0.7395	0.6096	0.7808
0.4391	8.4528	896	0.6139	0.7373	0.6139	0.7835
0.4391	8.4717	898	0.6169	0.7382	0.6169	0.7854
0.4391	8.4906	900	0.6148	0.7382	0.6148	0.7841
0.4391	8.5094	902	0.6234	0.7476	0.6234	0.7896
0.4391	8.5283	904	0.6279	0.7313	0.6279	0.7924
0.4391	8.5472	906	0.6206	0.7270	0.6206	0.7878
0.4391	8.5660	908	0.6142	0.7307	0.6142	0.7837
0.4391	8.5849	910	0.6045	0.7473	0.6045	0.7775
0.4391	8.6038	912	0.6023	0.7372	0.6023	0.7761
0.4391	8.6226	914	0.5949	0.7379	0.5949	0.7713
0.4391	8.6415	916	0.5834	0.7430	0.5834	0.7638
0.4391	8.6604	918	0.5776	0.7437	0.5776	0.7600
0.4391	8.6792	920	0.5766	0.7437	0.5766	0.7594
0.4391	8.6981	922	0.5726	0.7630	0.5726	0.7567
0.4391	8.7170	924	0.5666	0.7630	0.5666	0.7528
0.4391	8.7358	926	0.5629	0.7630	0.5629	0.7503
0.4391	8.7547	928	0.5653	0.7630	0.5653	0.7519
0.4391	8.7736	930	0.5731	0.7630	0.5731	0.7570
0.4391	8.7925	932	0.5832	0.7474	0.5832	0.7637
0.4391	8.8113	934	0.5980	0.7649	0.5980	0.7733
0.4391	8.8302	936	0.6146	0.7451	0.6146	0.7839
0.4391	8.8491	938	0.6229	0.7406	0.6229	0.7893
0.4391	8.8679	940	0.6182	0.7449	0.6182	0.7863
0.4391	8.8868	942	0.6103	0.7578	0.6103	0.7812
0.4391	8.9057	944	0.6095	0.7501	0.6095	0.7807
0.4391	8.9245	946	0.6105	0.7421	0.6105	0.7813
0.4391	8.9434	948	0.6130	0.7415	0.6130	0.7829
0.4391	8.9623	950	0.6200	0.7350	0.6200	0.7874
0.4391	8.9811	952	0.6316	0.7187	0.6316	0.7947
0.4391	9.0	954	0.6426	0.7067	0.6426	0.8016
0.4391	9.0189	956	0.6510	0.7067	0.6510	0.8068
0.4391	9.0377	958	0.6502	0.7067	0.6502	0.8064
0.4391	9.0566	960	0.6527	0.7067	0.6527	0.8079
0.4391	9.0755	962	0.6506	0.7067	0.6506	0.8066
0.4391	9.0943	964	0.6446	0.7067	0.6446	0.8028
0.4391	9.1132	966	0.6375	0.7067	0.6375	0.7984
0.4391	9.1321	968	0.6346	0.7067	0.6346	0.7966
0.4391	9.1509	970	0.6313	0.7207	0.6313	0.7945
0.4391	9.1698	972	0.6212	0.7307	0.6212	0.7882
0.4391	9.1887	974	0.6102	0.7350	0.6102	0.7811
0.4391	9.2075	976	0.6062	0.7350	0.6062	0.7786
0.4391	9.2264	978	0.6089	0.7350	0.6089	0.7803
0.4391	9.2453	980	0.6099	0.7350	0.6099	0.7809
0.4391	9.2642	982	0.6129	0.7350	0.6129	0.7829
0.4391	9.2830	984	0.6189	0.7350	0.6189	0.7867
0.4391	9.3019	986	0.6239	0.7350	0.6239	0.7899
0.4391	9.3208	988	0.6228	0.7313	0.6228	0.7892
0.4391	9.3396	990	0.6180	0.7313	0.6180	0.7861
0.4391	9.3585	992	0.6181	0.7510	0.6181	0.7862
0.4391	9.3774	994	0.6207	0.7510	0.6207	0.7878
0.4391	9.3962	996	0.6173	0.7510	0.6173	0.7857
0.4391	9.4151	998	0.6130	0.7510	0.6130	0.7829
0.0643	9.4340	1000	0.6085	0.7510	0.6085	0.7801
0.0643	9.4528	1002	0.6070	0.7510	0.6070	0.7791
0.0643	9.4717	1004	0.6074	0.7510	0.6074	0.7794
0.0643	9.4906	1006	0.6065	0.7510	0.6065	0.7788
0.0643	9.5094	1008	0.6062	0.7510	0.6062	0.7786
0.0643	9.5283	1010	0.6077	0.7510	0.6077	0.7795
0.0643	9.5472	1012	0.6077	0.7510	0.6077	0.7795
0.0643	9.5660	1014	0.6107	0.7510	0.6107	0.7814
0.0643	9.5849	1016	0.6131	0.7510	0.6131	0.7830
0.0643	9.6038	1018	0.6130	0.7434	0.6130	0.7830
0.0643	9.6226	1020	0.6144	0.7434	0.6144	0.7839
0.0643	9.6415	1022	0.6138	0.7434	0.6138	0.7835
0.0643	9.6604	1024	0.6140	0.7434	0.6140	0.7836
0.0643	9.6792	1026	0.6143	0.7434	0.6143	0.7838
0.0643	9.6981	1028	0.6142	0.7434	0.6142	0.7837
0.0643	9.7170	1030	0.6151	0.7434	0.6151	0.7843
0.0643	9.7358	1032	0.6162	0.7434	0.6162	0.7850
0.0643	9.7547	1034	0.6157	0.7434	0.6157	0.7847
0.0643	9.7736	1036	0.6172	0.7434	0.6172	0.7856
0.0643	9.7925	1038	0.6198	0.7434	0.6198	0.7873
0.0643	9.8113	1040	0.6219	0.7270	0.6219	0.7886
0.0643	9.8302	1042	0.6220	0.7270	0.6220	0.7886
0.0643	9.8491	1044	0.6211	0.7270	0.6211	0.7881
0.0643	9.8679	1046	0.6199	0.7270	0.6199	0.7873
0.0643	9.8868	1048	0.6182	0.7392	0.6182	0.7863
0.0643	9.9057	1050	0.6170	0.7434	0.6170	0.7855
0.0643	9.9245	1052	0.6162	0.7434	0.6162	0.7850
0.0643	9.9434	1054	0.6160	0.7434	0.6160	0.7849
0.0643	9.9623	1056	0.6156	0.7434	0.6156	0.7846
0.0643	9.9811	1058	0.6152	0.7434	0.6152	0.7844
0.0643	10.0	1060	0.6151	0.7434	0.6151	0.7843

Framework versions

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