ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k19_task2_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: 0.7675
• Qwk: 0.4833
• Mse: 0.7675
• Rmse: 0.8761

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	3.8283	-0.0097	3.8283	1.9566
No log	0.0377	4	1.9411	0.0352	1.9411	1.3932
No log	0.0566	6	1.1881	0.0293	1.1881	1.0900
No log	0.0755	8	1.3615	-0.0194	1.3615	1.1669
No log	0.0943	10	0.8875	-0.0250	0.8875	0.9421
No log	0.1132	12	0.7079	0.2200	0.7079	0.8414
No log	0.1321	14	0.7007	0.2512	0.7007	0.8371
No log	0.1509	16	0.7159	0.2688	0.7159	0.8461
No log	0.1698	18	0.6881	0.2243	0.6881	0.8295
No log	0.1887	20	0.6752	0.2019	0.6752	0.8217
No log	0.2075	22	0.7110	0.1631	0.7110	0.8432
No log	0.2264	24	0.9833	0.0133	0.9833	0.9916
No log	0.2453	26	0.9841	0.0245	0.9841	0.9920
No log	0.2642	28	0.8255	0.1403	0.8255	0.9086
No log	0.2830	30	0.6367	0.3211	0.6367	0.7979
No log	0.3019	32	0.6173	0.2730	0.6173	0.7857
No log	0.3208	34	0.6259	0.2288	0.6259	0.7911
No log	0.3396	36	0.6304	0.2638	0.6304	0.7939
No log	0.3585	38	0.6207	0.2370	0.6207	0.7878
No log	0.3774	40	0.5838	0.3798	0.5838	0.7640
No log	0.3962	42	0.8307	0.2632	0.8307	0.9114
No log	0.4151	44	1.0426	0.2291	1.0426	1.0211
No log	0.4340	46	0.7982	0.3273	0.7982	0.8934
No log	0.4528	48	0.5520	0.3533	0.5520	0.7430
No log	0.4717	50	0.6269	0.3669	0.6269	0.7918
No log	0.4906	52	0.7521	0.4145	0.7521	0.8673
No log	0.5094	54	0.7725	0.4679	0.7725	0.8789
No log	0.5283	56	0.6264	0.4494	0.6264	0.7915
No log	0.5472	58	0.5478	0.4575	0.5478	0.7402
No log	0.5660	60	0.5212	0.4448	0.5212	0.7220
No log	0.5849	62	0.5491	0.4392	0.5491	0.7410
No log	0.6038	64	0.5463	0.4364	0.5463	0.7391
No log	0.6226	66	0.5836	0.4757	0.5836	0.7639
No log	0.6415	68	0.6544	0.5154	0.6544	0.8090
No log	0.6604	70	0.7150	0.5395	0.7150	0.8455
No log	0.6792	72	0.8092	0.5352	0.8092	0.8996
No log	0.6981	74	0.7439	0.5222	0.7439	0.8625
No log	0.7170	76	0.6703	0.5958	0.6703	0.8187
No log	0.7358	78	0.6820	0.5570	0.6820	0.8258
No log	0.7547	80	0.6769	0.5535	0.6769	0.8228
No log	0.7736	82	0.8095	0.5256	0.8095	0.8997
No log	0.7925	84	0.9848	0.4566	0.9848	0.9924
No log	0.8113	86	1.0868	0.4476	1.0868	1.0425
No log	0.8302	88	0.9503	0.4983	0.9503	0.9748
No log	0.8491	90	0.9883	0.4866	0.9883	0.9941
No log	0.8679	92	1.1332	0.4367	1.1332	1.0645
No log	0.8868	94	0.9540	0.4618	0.9540	0.9768
No log	0.9057	96	0.7936	0.5197	0.7936	0.8909
No log	0.9245	98	0.8849	0.5246	0.8849	0.9407
No log	0.9434	100	1.1479	0.5100	1.1479	1.0714
No log	0.9623	102	1.3615	0.4422	1.3615	1.1668
No log	0.9811	104	1.1965	0.4686	1.1965	1.0938
No log	1.0	106	0.9975	0.5105	0.9975	0.9987
No log	1.0189	108	0.8649	0.5445	0.8649	0.9300
No log	1.0377	110	0.9119	0.5221	0.9119	0.9549
No log	1.0566	112	0.9356	0.5085	0.9356	0.9673
No log	1.0755	114	1.1003	0.4847	1.1003	1.0490
No log	1.0943	116	1.2029	0.4703	1.2029	1.0968
No log	1.1132	118	1.1398	0.4763	1.1398	1.0676
No log	1.1321	120	1.2148	0.4894	1.2148	1.1022
No log	1.1509	122	1.2849	0.4514	1.2849	1.1336
No log	1.1698	124	1.3926	0.4232	1.3926	1.1801
No log	1.1887	126	1.5031	0.4156	1.5031	1.2260
No log	1.2075	128	1.4068	0.4378	1.4068	1.1861
No log	1.2264	130	1.5482	0.4308	1.5482	1.2443
No log	1.2453	132	1.3706	0.4266	1.3706	1.1707
No log	1.2642	134	1.1893	0.4528	1.1893	1.0905
No log	1.2830	136	1.1531	0.4306	1.1531	1.0738
No log	1.3019	138	1.0184	0.4912	1.0184	1.0092
No log	1.3208	140	0.8490	0.5188	0.8490	0.9214
No log	1.3396	142	0.8810	0.5050	0.8810	0.9386
No log	1.3585	144	1.1582	0.4860	1.1582	1.0762
No log	1.3774	146	1.6251	0.4305	1.6251	1.2748
No log	1.3962	148	1.5563	0.4444	1.5563	1.2475
No log	1.4151	150	1.2918	0.4674	1.2918	1.1366
No log	1.4340	152	0.9809	0.5057	0.9809	0.9904
No log	1.4528	154	0.8764	0.5326	0.8764	0.9362
No log	1.4717	156	0.9813	0.5156	0.9813	0.9906
No log	1.4906	158	1.2470	0.4695	1.2470	1.1167
No log	1.5094	160	1.2902	0.4606	1.2902	1.1359
No log	1.5283	162	1.1592	0.4615	1.1592	1.0766
No log	1.5472	164	1.2461	0.4900	1.2461	1.1163
No log	1.5660	166	1.4030	0.4834	1.4030	1.1845
No log	1.5849	168	1.4375	0.4758	1.4375	1.1990
No log	1.6038	170	1.4538	0.4865	1.4538	1.2057
No log	1.6226	172	1.6001	0.4348	1.6001	1.2649
No log	1.6415	174	1.4795	0.4160	1.4795	1.2164
No log	1.6604	176	1.2505	0.4045	1.2505	1.1183
No log	1.6792	178	0.8670	0.4548	0.8670	0.9311
No log	1.6981	180	0.7467	0.5073	0.7467	0.8641
No log	1.7170	182	0.7548	0.5585	0.7548	0.8688
No log	1.7358	184	0.9358	0.4563	0.9358	0.9673
No log	1.7547	186	1.2859	0.4012	1.2859	1.1340
No log	1.7736	188	1.3402	0.3787	1.3402	1.1577
No log	1.7925	190	1.0957	0.3965	1.0957	1.0467
No log	1.8113	192	0.8478	0.4941	0.8478	0.9208
No log	1.8302	194	0.7602	0.5283	0.7602	0.8719
No log	1.8491	196	0.7990	0.5431	0.7990	0.8939
No log	1.8679	198	1.0145	0.4377	1.0145	1.0072
No log	1.8868	200	1.1390	0.4387	1.1390	1.0672
No log	1.9057	202	1.0319	0.4325	1.0319	1.0158
No log	1.9245	204	1.0710	0.4323	1.0710	1.0349
No log	1.9434	206	1.1470	0.4058	1.1470	1.0710
No log	1.9623	208	1.1095	0.4265	1.1095	1.0533
No log	1.9811	210	1.0056	0.4494	1.0056	1.0028
No log	2.0	212	0.9972	0.4551	0.9972	0.9986
No log	2.0189	214	0.9054	0.4788	0.9054	0.9515
No log	2.0377	216	0.9312	0.4848	0.9312	0.9650
No log	2.0566	218	1.1346	0.4612	1.1346	1.0652
No log	2.0755	220	1.4683	0.3950	1.4683	1.2118
No log	2.0943	222	1.4672	0.4037	1.4672	1.2113
No log	2.1132	224	1.2001	0.3969	1.2001	1.0955
No log	2.1321	226	1.0834	0.4519	1.0834	1.0409
No log	2.1509	228	1.1074	0.4528	1.1074	1.0523
No log	2.1698	230	1.1394	0.4492	1.1394	1.0674
No log	2.1887	232	1.0279	0.4728	1.0279	1.0139
No log	2.2075	234	1.0318	0.4922	1.0318	1.0158
No log	2.2264	236	1.1711	0.4380	1.1711	1.0822
No log	2.2453	238	1.3939	0.4309	1.3939	1.1806
No log	2.2642	240	1.3581	0.4322	1.3581	1.1654
No log	2.2830	242	1.0382	0.4543	1.0382	1.0189
No log	2.3019	244	0.7997	0.5161	0.7997	0.8943
No log	2.3208	246	0.7786	0.5154	0.7786	0.8824
No log	2.3396	248	0.9136	0.4728	0.9136	0.9558
No log	2.3585	250	1.1505	0.3998	1.1505	1.0726
No log	2.3774	252	1.1853	0.3961	1.1853	1.0887
No log	2.3962	254	0.9699	0.4373	0.9699	0.9848
No log	2.4151	256	0.7035	0.5356	0.7035	0.8387
No log	2.4340	258	0.6299	0.5754	0.6299	0.7936
No log	2.4528	260	0.6497	0.5640	0.6497	0.8060
No log	2.4717	262	0.8278	0.4793	0.8278	0.9098
No log	2.4906	264	1.2104	0.4223	1.2104	1.1002
No log	2.5094	266	1.3660	0.4371	1.3660	1.1688
No log	2.5283	268	1.1981	0.4316	1.1981	1.0946
No log	2.5472	270	0.9056	0.4912	0.9056	0.9516
No log	2.5660	272	0.8101	0.5021	0.8101	0.9000
No log	2.5849	274	0.7787	0.5275	0.7787	0.8824
No log	2.6038	276	0.8107	0.4694	0.8107	0.9004
No log	2.6226	278	0.9168	0.4856	0.9168	0.9575
No log	2.6415	280	0.8697	0.4654	0.8697	0.9326
No log	2.6604	282	0.8112	0.4726	0.8112	0.9006
No log	2.6792	284	0.9050	0.4477	0.9050	0.9513
No log	2.6981	286	0.9803	0.4402	0.9803	0.9901
No log	2.7170	288	1.0114	0.4324	1.0114	1.0057
No log	2.7358	290	1.0113	0.4085	1.0113	1.0057
No log	2.7547	292	0.9102	0.4494	0.9102	0.9540
No log	2.7736	294	0.7608	0.5211	0.7608	0.8723
No log	2.7925	296	0.7420	0.5134	0.7420	0.8614
No log	2.8113	298	0.8402	0.4726	0.8402	0.9166
No log	2.8302	300	0.9054	0.4489	0.9054	0.9515
No log	2.8491	302	0.8039	0.4721	0.8039	0.8966
No log	2.8679	304	0.7816	0.4657	0.7816	0.8841
No log	2.8868	306	0.8686	0.4614	0.8686	0.9320
No log	2.9057	308	1.0155	0.4244	1.0155	1.0077
No log	2.9245	310	0.9416	0.4226	0.9416	0.9704
No log	2.9434	312	0.7607	0.5143	0.7607	0.8722
No log	2.9623	314	0.6838	0.5417	0.6838	0.8269
No log	2.9811	316	0.6655	0.5800	0.6655	0.8158
No log	3.0	318	0.7672	0.5183	0.7672	0.8759
No log	3.0189	320	1.0064	0.4398	1.0064	1.0032
No log	3.0377	322	1.1562	0.4130	1.1562	1.0753
No log	3.0566	324	1.2508	0.3885	1.2508	1.1184
No log	3.0755	326	1.1064	0.4576	1.1064	1.0519
No log	3.0943	328	1.0249	0.4570	1.0249	1.0124
No log	3.1132	330	0.9360	0.4588	0.9360	0.9674
No log	3.1321	332	0.8330	0.4745	0.8330	0.9127
No log	3.1509	334	0.8435	0.4557	0.8435	0.9184
No log	3.1698	336	0.8684	0.4492	0.8684	0.9319
No log	3.1887	338	0.9456	0.4380	0.9456	0.9724
No log	3.2075	340	0.9765	0.4518	0.9765	0.9882
No log	3.2264	342	0.8682	0.4449	0.8682	0.9318
No log	3.2453	344	0.7517	0.5063	0.7517	0.8670
No log	3.2642	346	0.6929	0.5151	0.6929	0.8324
No log	3.2830	348	0.7304	0.5238	0.7304	0.8546
No log	3.3019	350	0.9031	0.4632	0.9031	0.9503
No log	3.3208	352	0.9976	0.4719	0.9976	0.9988
No log	3.3396	354	0.9702	0.4487	0.9702	0.9850
No log	3.3585	356	0.9287	0.4559	0.9287	0.9637
No log	3.3774	358	0.8696	0.4492	0.8696	0.9325
No log	3.3962	360	0.8444	0.4620	0.8444	0.9189
No log	3.4151	362	0.8432	0.4636	0.8432	0.9182
No log	3.4340	364	0.9193	0.4181	0.9193	0.9588
No log	3.4528	366	0.9982	0.4216	0.9982	0.9991
No log	3.4717	368	1.1032	0.4391	1.1032	1.0504
No log	3.4906	370	1.1684	0.4357	1.1684	1.0809
No log	3.5094	372	1.0787	0.4454	1.0787	1.0386
No log	3.5283	374	0.8591	0.4079	0.8591	0.9269
No log	3.5472	376	0.7549	0.5100	0.7549	0.8689
No log	3.5660	378	0.7429	0.5389	0.7429	0.8619
No log	3.5849	380	0.7135	0.5217	0.7135	0.8447
No log	3.6038	382	0.7529	0.5102	0.7529	0.8677
No log	3.6226	384	0.8577	0.4285	0.8577	0.9261
No log	3.6415	386	0.8630	0.4212	0.8630	0.9290
No log	3.6604	388	0.8203	0.4599	0.8203	0.9057
No log	3.6792	390	0.8322	0.4804	0.8322	0.9122
No log	3.6981	392	0.8262	0.4885	0.8262	0.9089
No log	3.7170	394	0.8365	0.4803	0.8365	0.9146
No log	3.7358	396	0.9179	0.4439	0.9179	0.9581
No log	3.7547	398	1.1073	0.4320	1.1073	1.0523
No log	3.7736	400	1.1667	0.4320	1.1667	1.0801
No log	3.7925	402	1.0826	0.4261	1.0826	1.0405
No log	3.8113	404	0.9333	0.4518	0.9333	0.9661
No log	3.8302	406	0.8423	0.4497	0.8423	0.9178
No log	3.8491	408	0.8474	0.4392	0.8474	0.9206
No log	3.8679	410	0.9016	0.4484	0.9016	0.9495
No log	3.8868	412	1.0164	0.4059	1.0164	1.0082
No log	3.9057	414	1.1360	0.3969	1.1360	1.0658
No log	3.9245	416	1.1070	0.4068	1.1070	1.0522
No log	3.9434	418	1.0485	0.4171	1.0485	1.0240
No log	3.9623	420	0.9244	0.4200	0.9244	0.9614
No log	3.9811	422	0.8454	0.5091	0.8454	0.9195
No log	4.0	424	0.8293	0.5022	0.8293	0.9106
No log	4.0189	426	0.7822	0.5008	0.7822	0.8844
No log	4.0377	428	0.8167	0.4685	0.8167	0.9037
No log	4.0566	430	0.8574	0.4366	0.8574	0.9260
No log	4.0755	432	0.8733	0.4489	0.8733	0.9345
No log	4.0943	434	0.9363	0.4471	0.9363	0.9676
No log	4.1132	436	0.8922	0.4553	0.8922	0.9446
No log	4.1321	438	0.9167	0.4550	0.9167	0.9574
No log	4.1509	440	0.9985	0.4513	0.9985	0.9992
No log	4.1698	442	0.9995	0.4511	0.9995	0.9998
No log	4.1887	444	0.8812	0.4415	0.8812	0.9387
No log	4.2075	446	0.8396	0.4637	0.8396	0.9163
No log	4.2264	448	0.8921	0.4569	0.8921	0.9445
No log	4.2453	450	0.9181	0.4573	0.9181	0.9582
No log	4.2642	452	1.0070	0.4214	1.0070	1.0035
No log	4.2830	454	0.9850	0.4360	0.9850	0.9925
No log	4.3019	456	0.8249	0.4622	0.8249	0.9083
No log	4.3208	458	0.7296	0.5409	0.7296	0.8542
No log	4.3396	460	0.7434	0.4930	0.7434	0.8622
No log	4.3585	462	0.8254	0.4698	0.8254	0.9085
No log	4.3774	464	0.9701	0.4375	0.9701	0.9849
No log	4.3962	466	1.0071	0.4635	1.0071	1.0035
No log	4.4151	468	0.9604	0.4739	0.9604	0.9800
No log	4.4340	470	0.8347	0.5	0.8347	0.9136
No log	4.4528	472	0.7862	0.5351	0.7862	0.8867
No log	4.4717	474	0.7475	0.5391	0.7475	0.8646
No log	4.4906	476	0.7547	0.5374	0.7547	0.8687
No log	4.5094	478	0.8196	0.5247	0.8196	0.9053
No log	4.5283	480	1.0581	0.4604	1.0581	1.0286
No log	4.5472	482	1.2318	0.4055	1.2318	1.1099
No log	4.5660	484	1.1846	0.4168	1.1846	1.0884
No log	4.5849	486	0.9844	0.4534	0.9844	0.9922
No log	4.6038	488	0.8128	0.5290	0.8128	0.9015
No log	4.6226	490	0.7404	0.5372	0.7404	0.8605
No log	4.6415	492	0.7328	0.5387	0.7328	0.8560
No log	4.6604	494	0.7483	0.5384	0.7483	0.8651
No log	4.6792	496	0.7015	0.5515	0.7015	0.8376
No log	4.6981	498	0.6968	0.5529	0.6968	0.8348
0.4403	4.7170	500	0.7795	0.5316	0.7795	0.8829
0.4403	4.7358	502	0.9117	0.4634	0.9117	0.9548
0.4403	4.7547	504	0.9853	0.4561	0.9853	0.9926
0.4403	4.7736	506	0.9841	0.4620	0.9841	0.9920
0.4403	4.7925	508	0.8870	0.4901	0.8871	0.9418
0.4403	4.8113	510	0.8096	0.5044	0.8096	0.8998
0.4403	4.8302	512	0.7496	0.5459	0.7496	0.8658
0.4403	4.8491	514	0.7438	0.5662	0.7438	0.8624
0.4403	4.8679	516	0.7439	0.5662	0.7439	0.8625
0.4403	4.8868	518	0.8015	0.5171	0.8015	0.8953
0.4403	4.9057	520	0.9278	0.4588	0.9278	0.9632
0.4403	4.9245	522	1.0604	0.4306	1.0604	1.0298
0.4403	4.9434	524	1.0972	0.4247	1.0972	1.0475
0.4403	4.9623	526	0.9784	0.4185	0.9784	0.9891
0.4403	4.9811	528	0.8054	0.5378	0.8054	0.8974
0.4403	5.0	530	0.6950	0.5878	0.6950	0.8337
0.4403	5.0189	532	0.6588	0.5840	0.6588	0.8117
0.4403	5.0377	534	0.7036	0.5556	0.7036	0.8388
0.4403	5.0566	536	0.8065	0.4981	0.8065	0.8981
0.4403	5.0755	538	0.9037	0.4540	0.9037	0.9506
0.4403	5.0943	540	0.9212	0.4626	0.9212	0.9598
0.4403	5.1132	542	0.8638	0.4757	0.8638	0.9294
0.4403	5.1321	544	0.8757	0.4757	0.8757	0.9358
0.4403	5.1509	546	0.9522	0.4572	0.9522	0.9758
0.4403	5.1698	548	0.9799	0.4511	0.9799	0.9899
0.4403	5.1887	550	0.9524	0.4500	0.9524	0.9759
0.4403	5.2075	552	0.9579	0.4652	0.9579	0.9787
0.4403	5.2264	554	0.9178	0.4553	0.9178	0.9580
0.4403	5.2453	556	0.8292	0.4937	0.8292	0.9106
0.4403	5.2642	558	0.7673	0.5289	0.7673	0.8759
0.4403	5.2830	560	0.7576	0.5289	0.7576	0.8704
0.4403	5.3019	562	0.7961	0.4937	0.7961	0.8922
0.4403	5.3208	564	0.8382	0.4315	0.8382	0.9155
0.4403	5.3396	566	0.8629	0.4510	0.8629	0.9289
0.4403	5.3585	568	0.8622	0.4463	0.8622	0.9285
0.4403	5.3774	570	0.8394	0.5108	0.8394	0.9162
0.4403	5.3962	572	0.8324	0.5236	0.8324	0.9124
0.4403	5.4151	574	0.8676	0.4965	0.8676	0.9315
0.4403	5.4340	576	0.9511	0.4581	0.9511	0.9753
0.4403	5.4528	578	0.9566	0.4581	0.9566	0.9780
0.4403	5.4717	580	0.8731	0.4808	0.8731	0.9344
0.4403	5.4906	582	0.8020	0.5037	0.8020	0.8955
0.4403	5.5094	584	0.7609	0.5195	0.7609	0.8723
0.4403	5.5283	586	0.7691	0.5151	0.7691	0.8770
0.4403	5.5472	588	0.7826	0.5151	0.7826	0.8846
0.4403	5.5660	590	0.8420	0.4786	0.8420	0.9176
0.4403	5.5849	592	0.8829	0.4527	0.8829	0.9396
0.4403	5.6038	594	0.8643	0.4487	0.8643	0.9297
0.4403	5.6226	596	0.8215	0.4862	0.8215	0.9064
0.4403	5.6415	598	0.7716	0.5154	0.7716	0.8784
0.4403	5.6604	600	0.7667	0.5217	0.7667	0.8756
0.4403	5.6792	602	0.7771	0.5217	0.7771	0.8815
0.4403	5.6981	604	0.7604	0.5159	0.7604	0.8720
0.4403	5.7170	606	0.7504	0.5114	0.7504	0.8663
0.4403	5.7358	608	0.7823	0.5074	0.7823	0.8845
0.4403	5.7547	610	0.7666	0.5101	0.7666	0.8756
0.4403	5.7736	612	0.8059	0.5108	0.8059	0.8977
0.4403	5.7925	614	0.9222	0.4692	0.9222	0.9603
0.4403	5.8113	616	1.0243	0.4472	1.0243	1.0121
0.4403	5.8302	618	1.0485	0.4366	1.0485	1.0239
0.4403	5.8491	620	0.9644	0.4610	0.9644	0.9820
0.4403	5.8679	622	0.8611	0.4782	0.8611	0.9280
0.4403	5.8868	624	0.7617	0.5186	0.7617	0.8727
0.4403	5.9057	626	0.7067	0.5465	0.7067	0.8407
0.4403	5.9245	628	0.6889	0.5624	0.6889	0.8300
0.4403	5.9434	630	0.7206	0.5338	0.7206	0.8489
0.4403	5.9623	632	0.7817	0.5067	0.7817	0.8842
0.4403	5.9811	634	0.8893	0.4562	0.8893	0.9430
0.4403	6.0	636	0.9448	0.4603	0.9448	0.9720
0.4403	6.0189	638	0.9337	0.4595	0.9337	0.9663
0.4403	6.0377	640	0.8818	0.4905	0.8818	0.9390
0.4403	6.0566	642	0.8102	0.4913	0.8102	0.9001
0.4403	6.0755	644	0.7445	0.5233	0.7445	0.8628
0.4403	6.0943	646	0.7216	0.5397	0.7216	0.8495
0.4403	6.1132	648	0.7467	0.5415	0.7467	0.8641
0.4403	6.1321	650	0.8045	0.4922	0.8045	0.8969
0.4403	6.1509	652	0.8724	0.4838	0.8724	0.9340
0.4403	6.1698	654	0.9359	0.4526	0.9359	0.9674
0.4403	6.1887	656	0.9796	0.4635	0.9796	0.9897
0.4403	6.2075	658	0.9323	0.4471	0.9323	0.9656
0.4403	6.2264	660	0.8395	0.5005	0.8395	0.9162
0.4403	6.2453	662	0.7805	0.5206	0.7805	0.8835
0.4403	6.2642	664	0.7508	0.5222	0.7508	0.8665
0.4403	6.2830	666	0.7646	0.5101	0.7646	0.8744
0.4403	6.3019	668	0.7986	0.4937	0.7986	0.8937
0.4403	6.3208	670	0.8889	0.4532	0.8889	0.9428
0.4403	6.3396	672	0.9502	0.4731	0.9502	0.9748
0.4403	6.3585	674	0.9289	0.4735	0.9289	0.9638
0.4403	6.3774	676	0.8718	0.4535	0.8718	0.9337
0.4403	6.3962	678	0.8316	0.4931	0.8316	0.9119
0.4403	6.4151	680	0.7761	0.4882	0.7761	0.8809
0.4403	6.4340	682	0.7626	0.4889	0.7626	0.8733
0.4403	6.4528	684	0.7458	0.4944	0.7458	0.8636
0.4403	6.4717	686	0.7508	0.4872	0.7508	0.8665
0.4403	6.4906	688	0.7754	0.5029	0.7754	0.8806
0.4403	6.5094	690	0.8107	0.4960	0.8107	0.9004
0.4403	6.5283	692	0.8833	0.4798	0.8833	0.9398
0.4403	6.5472	694	0.9176	0.4740	0.9176	0.9579
0.4403	6.5660	696	0.9432	0.5009	0.9432	0.9712
0.4403	6.5849	698	0.9943	0.4934	0.9943	0.9972
0.4403	6.6038	700	0.9929	0.4989	0.9929	0.9965
0.4403	6.6226	702	0.9628	0.4996	0.9628	0.9812
0.4403	6.6415	704	0.8776	0.5038	0.8776	0.9368
0.4403	6.6604	706	0.7736	0.5067	0.7736	0.8795
0.4403	6.6792	708	0.7038	0.6057	0.7038	0.8389
0.4403	6.6981	710	0.6861	0.6099	0.6861	0.8283
0.4403	6.7170	712	0.6873	0.6160	0.6873	0.8290
0.4403	6.7358	714	0.7123	0.5733	0.7123	0.8440
0.4403	6.7547	716	0.7923	0.5147	0.7923	0.8901
0.4403	6.7736	718	0.9051	0.4778	0.9051	0.9514
0.4403	6.7925	720	0.9859	0.4632	0.9859	0.9929
0.4403	6.8113	722	0.9919	0.4629	0.9919	0.9959
0.4403	6.8302	724	0.9767	0.4635	0.9767	0.9883
0.4403	6.8491	726	0.9011	0.4905	0.9011	0.9492
0.4403	6.8679	728	0.8209	0.5152	0.8209	0.9060
0.4403	6.8868	730	0.7945	0.5355	0.7945	0.8913
0.4403	6.9057	732	0.8097	0.5368	0.8097	0.8999
0.4403	6.9245	734	0.8406	0.5183	0.8406	0.9168
0.4403	6.9434	736	0.8216	0.5368	0.8216	0.9064
0.4403	6.9623	738	0.7831	0.5649	0.7831	0.8850
0.4403	6.9811	740	0.7736	0.5665	0.7736	0.8796
0.4403	7.0	742	0.7990	0.5238	0.7990	0.8939
0.4403	7.0189	744	0.8486	0.4888	0.8486	0.9212
0.4403	7.0377	746	0.8755	0.4881	0.8755	0.9357
0.4403	7.0566	748	0.8678	0.4881	0.8678	0.9316
0.4403	7.0755	750	0.8165	0.4905	0.8165	0.9036
0.4403	7.0943	752	0.7473	0.5513	0.7473	0.8645
0.4403	7.1132	754	0.7182	0.5513	0.7182	0.8474
0.4403	7.1321	756	0.7112	0.5453	0.7112	0.8433
0.4403	7.1509	758	0.7131	0.5603	0.7131	0.8444
0.4403	7.1698	760	0.7416	0.5435	0.7416	0.8612
0.4403	7.1887	762	0.7993	0.5278	0.7993	0.8940
0.4403	7.2075	764	0.8976	0.4778	0.8976	0.9474
0.4403	7.2264	766	0.9534	0.4749	0.9534	0.9764
0.4403	7.2453	768	0.9302	0.4813	0.9302	0.9645
0.4403	7.2642	770	0.8982	0.4843	0.8982	0.9478
0.4403	7.2830	772	0.8396	0.4893	0.8396	0.9163
0.4403	7.3019	774	0.7948	0.5238	0.7948	0.8915
0.4403	7.3208	776	0.7843	0.5447	0.7843	0.8856
0.4403	7.3396	778	0.7809	0.5445	0.7809	0.8837
0.4403	7.3585	780	0.7805	0.5382	0.7805	0.8834
0.4403	7.3774	782	0.7843	0.5258	0.7843	0.8856
0.4403	7.3962	784	0.7930	0.4965	0.7930	0.8905
0.4403	7.4151	786	0.7962	0.4890	0.7962	0.8923
0.4403	7.4340	788	0.7814	0.5242	0.7814	0.8840
0.4403	7.4528	790	0.7441	0.5270	0.7441	0.8626
0.4403	7.4717	792	0.7303	0.5419	0.7303	0.8546
0.4403	7.4906	794	0.7459	0.5270	0.7459	0.8637
0.4403	7.5094	796	0.7829	0.5254	0.7829	0.8848
0.4403	7.5283	798	0.7853	0.4965	0.7853	0.8862
0.4403	7.5472	800	0.7642	0.5346	0.7642	0.8742
0.4403	7.5660	802	0.7549	0.5362	0.7549	0.8688
0.4403	7.5849	804	0.7541	0.5362	0.7541	0.8684
0.4403	7.6038	806	0.7448	0.5512	0.7448	0.8630
0.4403	7.6226	808	0.7292	0.5918	0.7292	0.8539
0.4403	7.6415	810	0.7453	0.5646	0.7453	0.8633
0.4403	7.6604	812	0.7817	0.5275	0.7817	0.8841
0.4403	7.6792	814	0.8492	0.4420	0.8492	0.9215
0.4403	7.6981	816	0.8866	0.4543	0.8866	0.9416
0.4403	7.7170	818	0.8735	0.4546	0.8735	0.9346
0.4403	7.7358	820	0.8349	0.4420	0.8349	0.9137
0.4403	7.7547	822	0.7973	0.4746	0.7973	0.8929
0.4403	7.7736	824	0.7771	0.4965	0.7771	0.8815
0.4403	7.7925	826	0.7396	0.5342	0.7396	0.8600
0.4403	7.8113	828	0.6913	0.5637	0.6913	0.8314
0.4403	7.8302	830	0.6601	0.5511	0.6601	0.8125
0.4403	7.8491	832	0.6505	0.5671	0.6505	0.8065
0.4403	7.8679	834	0.6659	0.5511	0.6659	0.8160
0.4403	7.8868	836	0.7037	0.5559	0.7037	0.8389
0.4403	7.9057	838	0.7663	0.5074	0.7663	0.8754
0.4403	7.9245	840	0.8134	0.4765	0.8134	0.9019
0.4403	7.9434	842	0.8273	0.4888	0.8273	0.9096
0.4403	7.9623	844	0.8229	0.4894	0.8229	0.9071
0.4403	7.9811	846	0.8090	0.4803	0.8090	0.8994
0.4403	8.0	848	0.8133	0.4803	0.8133	0.9018
0.4403	8.0189	850	0.8005	0.4745	0.8005	0.8947
0.4403	8.0377	852	0.7732	0.4960	0.7732	0.8793
0.4403	8.0566	854	0.7630	0.4968	0.7630	0.8735
0.4403	8.0755	856	0.7593	0.5587	0.7593	0.8714
0.4403	8.0943	858	0.7694	0.5017	0.7694	0.8772
0.4403	8.1132	860	0.8100	0.4848	0.8100	0.9000
0.4403	8.1321	862	0.8571	0.4866	0.8571	0.9258
0.4403	8.1509	864	0.9027	0.4674	0.9027	0.9501
0.4403	8.1698	866	0.9523	0.4650	0.9523	0.9759
0.4403	8.1887	868	0.9827	0.4599	0.9827	0.9913
0.4403	8.2075	870	0.9729	0.4657	0.9729	0.9863
0.4403	8.2264	872	0.9291	0.4915	0.9291	0.9639
0.4403	8.2453	874	0.8987	0.4983	0.8987	0.9480
0.4403	8.2642	876	0.8591	0.494	0.8591	0.9269
0.4403	8.2830	878	0.8248	0.4897	0.8248	0.9082
0.4403	8.3019	880	0.7853	0.5206	0.7853	0.8862
0.4403	8.3208	882	0.7451	0.5572	0.7451	0.8632
0.4403	8.3396	884	0.7248	0.5572	0.7248	0.8513
0.4403	8.3585	886	0.7224	0.5572	0.7224	0.8500
0.4403	8.3774	888	0.7416	0.5419	0.7416	0.8612
0.4403	8.3962	890	0.7727	0.5173	0.7727	0.8790
0.4403	8.4151	892	0.8129	0.4752	0.8129	0.9016
0.4403	8.4340	894	0.8336	0.4604	0.8336	0.9130
0.4403	8.4528	896	0.8365	0.4604	0.8365	0.9146
0.4403	8.4717	898	0.8216	0.4672	0.8216	0.9064
0.4403	8.4906	900	0.8055	0.4752	0.8055	0.8975
0.4403	8.5094	902	0.7886	0.4752	0.7886	0.8880
0.4403	8.5283	904	0.7633	0.5183	0.7633	0.8737
0.4403	8.5472	906	0.7372	0.5556	0.7372	0.8586
0.4403	8.5660	908	0.7264	0.5494	0.7264	0.8523
0.4403	8.5849	910	0.7295	0.5494	0.7295	0.8541
0.4403	8.6038	912	0.7377	0.5494	0.7377	0.8589
0.4403	8.6226	914	0.7419	0.5494	0.7419	0.8613
0.4403	8.6415	916	0.7470	0.4923	0.7470	0.8643
0.4403	8.6604	918	0.7695	0.4910	0.7695	0.8772
0.4403	8.6792	920	0.7806	0.4910	0.7806	0.8835
0.4403	8.6981	922	0.7986	0.5014	0.7986	0.8936
0.4403	8.7170	924	0.8117	0.5005	0.8117	0.9010
0.4403	8.7358	926	0.7997	0.5014	0.7997	0.8943
0.4403	8.7547	928	0.7711	0.4851	0.7711	0.8781
0.4403	8.7736	930	0.7478	0.5205	0.7478	0.8648
0.4403	8.7925	932	0.7346	0.5494	0.7346	0.8571
0.4403	8.8113	934	0.7404	0.5205	0.7404	0.8605
0.4403	8.8302	936	0.7572	0.5108	0.7572	0.8702
0.4403	8.8491	938	0.7661	0.5108	0.7661	0.8753
0.4403	8.8679	940	0.7754	0.4833	0.7754	0.8805
0.4403	8.8868	942	0.7827	0.4893	0.7827	0.8847
0.4403	8.9057	944	0.7860	0.4893	0.7860	0.8865
0.4403	8.9245	946	0.7919	0.4951	0.7919	0.8899
0.4403	8.9434	948	0.7898	0.4951	0.7898	0.8887
0.4403	8.9623	950	0.7774	0.4893	0.7774	0.8817
0.4403	8.9811	952	0.7731	0.4893	0.7731	0.8792
0.4403	9.0	954	0.7771	0.4893	0.7771	0.8815
0.4403	9.0189	956	0.7859	0.4951	0.7859	0.8865
0.4403	9.0377	958	0.7916	0.5005	0.7916	0.8897
0.4403	9.0566	960	0.7984	0.5005	0.7984	0.8935
0.4403	9.0755	962	0.8008	0.5005	0.8008	0.8949
0.4403	9.0943	964	0.8016	0.5005	0.8016	0.8953
0.4403	9.1132	966	0.7952	0.5005	0.7952	0.8918
0.4403	9.1321	968	0.7876	0.5005	0.7876	0.8874
0.4403	9.1509	970	0.7832	0.5005	0.7832	0.8850
0.4403	9.1698	972	0.7851	0.5005	0.7851	0.8860
0.4403	9.1887	974	0.7839	0.4951	0.7839	0.8854
0.4403	9.2075	976	0.7802	0.4951	0.7802	0.8833
0.4403	9.2264	978	0.7666	0.4782	0.7666	0.8756
0.4403	9.2453	980	0.7619	0.4855	0.7619	0.8729
0.4403	9.2642	982	0.7481	0.5346	0.7481	0.8649
0.4403	9.2830	984	0.7403	0.5557	0.7403	0.8604
0.4403	9.3019	986	0.7392	0.5557	0.7392	0.8598
0.4403	9.3208	988	0.7436	0.5557	0.7436	0.8623
0.4403	9.3396	990	0.7493	0.5557	0.7493	0.8656
0.4403	9.3585	992	0.7612	0.4920	0.7612	0.8724
0.4403	9.3774	994	0.7713	0.4837	0.7713	0.8782
0.4403	9.3962	996	0.7780	0.4893	0.7780	0.8821
0.4403	9.4151	998	0.7860	0.4951	0.7860	0.8865
0.0681	9.4340	1000	0.7942	0.4951	0.7942	0.8912
0.0681	9.4528	1002	0.8046	0.4943	0.8046	0.8970
0.0681	9.4717	1004	0.8144	0.4943	0.8144	0.9025
0.0681	9.4906	1006	0.8161	0.4936	0.8161	0.9034
0.0681	9.5094	1008	0.8099	0.4943	0.8099	0.8999
0.0681	9.5283	1010	0.8071	0.4943	0.8071	0.8984
0.0681	9.5472	1012	0.8058	0.4943	0.8058	0.8976
0.0681	9.5660	1014	0.7983	0.4886	0.7983	0.8935
0.0681	9.5849	1016	0.7893	0.4826	0.7893	0.8884
0.0681	9.6038	1018	0.7847	0.4833	0.7847	0.8858
0.0681	9.6226	1020	0.7745	0.4833	0.7745	0.8801
0.0681	9.6415	1022	0.7670	0.4833	0.7670	0.8758
0.0681	9.6604	1024	0.7606	0.4833	0.7606	0.8721
0.0681	9.6792	1026	0.7582	0.4833	0.7582	0.8708
0.0681	9.6981	1028	0.7577	0.4833	0.7577	0.8704
0.0681	9.7170	1030	0.7607	0.4833	0.7607	0.8722
0.0681	9.7358	1032	0.7652	0.4833	0.7652	0.8748
0.0681	9.7547	1034	0.7683	0.4833	0.7683	0.8765
0.0681	9.7736	1036	0.7718	0.4833	0.7718	0.8785
0.0681	9.7925	1038	0.7768	0.4833	0.7768	0.8814
0.0681	9.8113	1040	0.7802	0.4833	0.7802	0.8833
0.0681	9.8302	1042	0.7815	0.4833	0.7815	0.8840
0.0681	9.8491	1044	0.7801	0.4833	0.7801	0.8832
0.0681	9.8679	1046	0.7780	0.4833	0.7780	0.8821
0.0681	9.8868	1048	0.7752	0.4833	0.7752	0.8804
0.0681	9.9057	1050	0.7721	0.4833	0.7721	0.8787
0.0681	9.9245	1052	0.7705	0.4833	0.7705	0.8778
0.0681	9.9434	1054	0.7687	0.4833	0.7687	0.8768
0.0681	9.9623	1056	0.7678	0.4833	0.7678	0.8762
0.0681	9.9811	1058	0.7675	0.4833	0.7675	0.8761
0.0681	10.0	1060	0.7675	0.4833	0.7675	0.8761

Framework versions

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