ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k13_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: 0.7229
• Qwk: 0.4345
• Mse: 0.7229
• Rmse: 0.8502

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	0.0303	2	4.1979	-0.0036	4.1979	2.0489
No log	0.0606	4	2.2086	0.0093	2.2086	1.4861
No log	0.0909	6	1.3910	0.0052	1.3910	1.1794
No log	0.1212	8	1.3643	-0.0679	1.3643	1.1680
No log	0.1515	10	1.2061	0.0947	1.2061	1.0982
No log	0.1818	12	1.3437	0.0970	1.3437	1.1592
No log	0.2121	14	1.5025	-0.0175	1.5025	1.2258
No log	0.2424	16	1.3915	0.0770	1.3915	1.1796
No log	0.2727	18	1.1521	0.1698	1.1521	1.0733
No log	0.3030	20	1.3778	0.0942	1.3778	1.1738
No log	0.3333	22	1.5186	-0.0288	1.5186	1.2323
No log	0.3636	24	1.2499	0.0942	1.2499	1.1180
No log	0.3939	26	1.0324	0.2490	1.0324	1.0161
No log	0.4242	28	1.0088	0.2615	1.0088	1.0044
No log	0.4545	30	0.9984	0.2490	0.9984	0.9992
No log	0.4848	32	1.1035	0.2049	1.1035	1.0505
No log	0.5152	34	1.2318	0.1433	1.2318	1.1098
No log	0.5455	36	1.5521	0.1212	1.5521	1.2458
No log	0.5758	38	1.4237	0.1667	1.4237	1.1932
No log	0.6061	40	1.0605	0.2282	1.0605	1.0298
No log	0.6364	42	0.9255	0.3652	0.9255	0.9621
No log	0.6667	44	0.9174	0.3940	0.9174	0.9578
No log	0.6970	46	0.9258	0.3510	0.9258	0.9622
No log	0.7273	48	0.8861	0.4158	0.8861	0.9414
No log	0.7576	50	0.9192	0.4592	0.9192	0.9588
No log	0.7879	52	0.8751	0.3218	0.8751	0.9355
No log	0.8182	54	0.9162	0.4048	0.9162	0.9572
No log	0.8485	56	0.8716	0.3711	0.8716	0.9336
No log	0.8788	58	0.8674	0.4203	0.8674	0.9313
No log	0.9091	60	0.8867	0.3742	0.8867	0.9416
No log	0.9394	62	1.3699	0.2782	1.3699	1.1704
No log	0.9697	64	1.7259	0.2262	1.7259	1.3137
No log	1.0	66	1.3902	0.2800	1.3902	1.1791
No log	1.0303	68	0.9113	0.4197	0.9113	0.9546
No log	1.0606	70	0.8440	0.4174	0.8440	0.9187
No log	1.0909	72	0.9407	0.2590	0.9407	0.9699
No log	1.1212	74	0.8395	0.4006	0.8395	0.9162
No log	1.1515	76	0.7460	0.5631	0.7460	0.8637
No log	1.1818	78	0.9003	0.3998	0.9003	0.9488
No log	1.2121	80	1.0583	0.3928	1.0583	1.0287
No log	1.2424	82	0.9761	0.3907	0.9761	0.9880
No log	1.2727	84	0.8734	0.4745	0.8734	0.9346
No log	1.3030	86	0.8171	0.4676	0.8171	0.9039
No log	1.3333	88	0.8148	0.4514	0.8148	0.9027
No log	1.3636	90	0.7781	0.4630	0.7781	0.8821
No log	1.3939	92	0.7650	0.4929	0.7650	0.8747
No log	1.4242	94	0.8752	0.4638	0.8752	0.9355
No log	1.4545	96	0.8177	0.4622	0.8177	0.9043
No log	1.4848	98	0.7512	0.3943	0.7512	0.8667
No log	1.5152	100	0.8656	0.2748	0.8656	0.9304
No log	1.5455	102	0.8394	0.2896	0.8394	0.9162
No log	1.5758	104	0.7631	0.4218	0.7631	0.8735
No log	1.6061	106	0.7528	0.4275	0.7528	0.8676
No log	1.6364	108	0.8113	0.5137	0.8113	0.9007
No log	1.6667	110	0.8479	0.5020	0.8479	0.9208
No log	1.6970	112	0.7352	0.5472	0.7352	0.8574
No log	1.7273	114	0.7302	0.5618	0.7302	0.8545
No log	1.7576	116	1.1175	0.4282	1.1175	1.0571
No log	1.7879	118	1.2141	0.3893	1.2141	1.1018
No log	1.8182	120	1.0344	0.3722	1.0344	1.0171
No log	1.8485	122	0.7894	0.5400	0.7894	0.8885
No log	1.8788	124	0.7472	0.4625	0.7472	0.8644
No log	1.9091	126	0.7877	0.3757	0.7877	0.8875
No log	1.9394	128	0.8362	0.3041	0.8362	0.9145
No log	1.9697	130	0.9238	0.4175	0.9238	0.9612
No log	2.0	132	0.9435	0.4197	0.9435	0.9713
No log	2.0303	134	1.0417	0.3847	1.0417	1.0207
No log	2.0606	136	1.1043	0.3847	1.1043	1.0509
No log	2.0909	138	1.0094	0.3829	1.0094	1.0047
No log	2.1212	140	0.8614	0.3330	0.8614	0.9281
No log	2.1515	142	0.8251	0.3330	0.8251	0.9084
No log	2.1818	144	0.7599	0.3902	0.7599	0.8717
No log	2.2121	146	0.6975	0.5573	0.6975	0.8352
No log	2.2424	148	0.8361	0.4817	0.8361	0.9144
No log	2.2727	150	0.8715	0.4817	0.8715	0.9336
No log	2.3030	152	0.7263	0.5573	0.7263	0.8523
No log	2.3333	154	0.6375	0.5910	0.6375	0.7985
No log	2.3636	156	0.6759	0.5981	0.6759	0.8221
No log	2.3939	158	0.6932	0.5860	0.6932	0.8326
No log	2.4242	160	0.6298	0.6349	0.6298	0.7936
No log	2.4545	162	0.6342	0.5329	0.6342	0.7964
No log	2.4848	164	0.6349	0.5329	0.6349	0.7968
No log	2.5152	166	0.6529	0.5865	0.6529	0.8080
No log	2.5455	168	0.7256	0.5059	0.7256	0.8518
No log	2.5758	170	0.7199	0.4943	0.7199	0.8485
No log	2.6061	172	0.6804	0.4979	0.6804	0.8249
No log	2.6364	174	0.6775	0.5316	0.6775	0.8231
No log	2.6667	176	0.6946	0.4510	0.6946	0.8334
No log	2.6970	178	0.6931	0.4975	0.6931	0.8325
No log	2.7273	180	0.6554	0.4935	0.6554	0.8095
No log	2.7576	182	0.6486	0.6187	0.6486	0.8053
No log	2.7879	184	0.6291	0.6286	0.6291	0.7931
No log	2.8182	186	0.6456	0.5674	0.6456	0.8035
No log	2.8485	188	0.6896	0.5134	0.6896	0.8304
No log	2.8788	190	0.6397	0.5315	0.6397	0.7998
No log	2.9091	192	0.6626	0.6154	0.6626	0.8140
No log	2.9394	194	0.6410	0.6479	0.6410	0.8006
No log	2.9697	196	0.6158	0.6566	0.6158	0.7847
No log	3.0	198	0.6181	0.6788	0.6181	0.7862
No log	3.0303	200	0.6299	0.6380	0.6299	0.7936
No log	3.0606	202	0.6543	0.6276	0.6543	0.8089
No log	3.0909	204	0.6718	0.5490	0.6718	0.8197
No log	3.1212	206	0.6890	0.5018	0.6890	0.8301
No log	3.1515	208	0.6962	0.5591	0.6962	0.8344
No log	3.1818	210	0.7081	0.4675	0.7081	0.8415
No log	3.2121	212	0.7355	0.4715	0.7355	0.8576
No log	3.2424	214	0.8456	0.4175	0.8456	0.9196
No log	3.2727	216	0.8699	0.3847	0.8699	0.9327
No log	3.3030	218	0.7872	0.5154	0.7872	0.8872
No log	3.3333	220	0.7039	0.5165	0.7039	0.8390
No log	3.3636	222	0.6990	0.5450	0.6990	0.8360
No log	3.3939	224	0.6674	0.5690	0.6674	0.8170
No log	3.4242	226	0.6861	0.5084	0.6861	0.8283
No log	3.4545	228	0.8487	0.5106	0.8487	0.9212
No log	3.4848	230	0.9644	0.4235	0.9644	0.9821
No log	3.5152	232	1.0023	0.3998	1.0023	1.0011
No log	3.5455	234	0.9246	0.3677	0.9246	0.9616
No log	3.5758	236	0.7725	0.3317	0.7725	0.8789
No log	3.6061	238	0.7417	0.5474	0.7417	0.8612
No log	3.6364	240	0.7394	0.5863	0.7394	0.8599
No log	3.6667	242	0.7173	0.5195	0.7173	0.8469
No log	3.6970	244	0.7218	0.4730	0.7218	0.8496
No log	3.7273	246	0.7303	0.4336	0.7303	0.8546
No log	3.7576	248	0.7291	0.4204	0.7291	0.8539
No log	3.7879	250	0.7462	0.4186	0.7462	0.8638
No log	3.8182	252	0.7714	0.4937	0.7714	0.8783
No log	3.8485	254	0.7492	0.4490	0.7492	0.8656
No log	3.8788	256	0.7235	0.4794	0.7235	0.8506
No log	3.9091	258	0.7208	0.5432	0.7208	0.8490
No log	3.9394	260	0.7360	0.5232	0.7360	0.8579
No log	3.9697	262	0.7362	0.5232	0.7362	0.8580
No log	4.0	264	0.6805	0.5917	0.6805	0.8249
No log	4.0303	266	0.6603	0.6108	0.6603	0.8126
No log	4.0606	268	0.6652	0.5782	0.6652	0.8156
No log	4.0909	270	0.6615	0.5794	0.6615	0.8133
No log	4.1212	272	0.6741	0.5684	0.6741	0.8210
No log	4.1515	274	0.7637	0.5138	0.7637	0.8739
No log	4.1818	276	0.7499	0.5245	0.7499	0.8660
No log	4.2121	278	0.6806	0.6108	0.6806	0.8250
No log	4.2424	280	0.6750	0.6409	0.6750	0.8216
No log	4.2727	282	0.6853	0.5625	0.6853	0.8278
No log	4.3030	284	0.6804	0.5726	0.6804	0.8249
No log	4.3333	286	0.7317	0.5840	0.7317	0.8554
No log	4.3636	288	0.8303	0.4826	0.8303	0.9112
No log	4.3939	290	0.8406	0.4480	0.8406	0.9168
No log	4.4242	292	0.8116	0.4696	0.8116	0.9009
No log	4.4545	294	0.6971	0.5710	0.6971	0.8349
No log	4.4848	296	0.6370	0.5419	0.6370	0.7981
No log	4.5152	298	0.6094	0.6013	0.6094	0.7806
No log	4.5455	300	0.6131	0.6322	0.6131	0.7830
No log	4.5758	302	0.6611	0.6154	0.6611	0.8131
No log	4.6061	304	0.7362	0.5147	0.7362	0.8580
No log	4.6364	306	0.7365	0.5147	0.7365	0.8582
No log	4.6667	308	0.6941	0.5622	0.6941	0.8331
No log	4.6970	310	0.6598	0.6209	0.6598	0.8123
No log	4.7273	312	0.6554	0.6073	0.6554	0.8096
No log	4.7576	314	0.6841	0.6043	0.6841	0.8271
No log	4.7879	316	0.7460	0.5173	0.7460	0.8637
No log	4.8182	318	0.8302	0.5231	0.8302	0.9111
No log	4.8485	320	0.8138	0.5458	0.8138	0.9021
No log	4.8788	322	0.7104	0.5938	0.7104	0.8429
No log	4.9091	324	0.6411	0.5943	0.6411	0.8007
No log	4.9394	326	0.6386	0.5054	0.6386	0.7991
No log	4.9697	328	0.6318	0.6017	0.6318	0.7949
No log	5.0	330	0.6144	0.6006	0.6144	0.7838
No log	5.0303	332	0.5903	0.6065	0.5903	0.7683
No log	5.0606	334	0.6260	0.6455	0.6260	0.7912
No log	5.0909	336	0.7467	0.5505	0.7467	0.8641
No log	5.1212	338	0.7876	0.5800	0.7876	0.8875
No log	5.1515	340	0.7422	0.5832	0.7422	0.8615
No log	5.1818	342	0.6087	0.6630	0.6087	0.7802
No log	5.2121	344	0.5243	0.7074	0.5243	0.7241
No log	5.2424	346	0.5447	0.7305	0.5447	0.7380
No log	5.2727	348	0.5474	0.7193	0.5474	0.7399
No log	5.3030	350	0.5547	0.7026	0.5547	0.7448
No log	5.3333	352	0.6376	0.6247	0.6376	0.7985
No log	5.3636	354	0.6885	0.6247	0.6885	0.8298
No log	5.3939	356	0.6730	0.6071	0.6730	0.8204
No log	5.4242	358	0.6291	0.6209	0.6291	0.7932
No log	5.4545	360	0.6199	0.6687	0.6199	0.7873
No log	5.4848	362	0.6324	0.6687	0.6324	0.7952
No log	5.5152	364	0.6360	0.6623	0.6360	0.7975
No log	5.5455	366	0.6304	0.5578	0.6304	0.7940
No log	5.5758	368	0.6300	0.5591	0.6300	0.7937
No log	5.6061	370	0.6133	0.6715	0.6133	0.7831
No log	5.6364	372	0.6222	0.7122	0.6222	0.7888
No log	5.6667	374	0.6284	0.6865	0.6284	0.7927
No log	5.6970	376	0.6342	0.6865	0.6342	0.7964
No log	5.7273	378	0.6141	0.6830	0.6141	0.7837
No log	5.7576	380	0.6015	0.6423	0.6015	0.7756
No log	5.7879	382	0.6253	0.5325	0.6253	0.7908
No log	5.8182	384	0.7131	0.4903	0.7131	0.8444
No log	5.8485	386	0.7851	0.5270	0.7851	0.8860
No log	5.8788	388	0.7604	0.5368	0.7604	0.8720
No log	5.9091	390	0.7011	0.5108	0.7011	0.8373
No log	5.9394	392	0.6569	0.5345	0.6569	0.8105
No log	5.9697	394	0.6650	0.5345	0.6650	0.8155
No log	6.0	396	0.7473	0.5123	0.7473	0.8645
No log	6.0303	398	0.7554	0.5123	0.7554	0.8691
No log	6.0606	400	0.7401	0.4888	0.7401	0.8603
No log	6.0909	402	0.6517	0.5331	0.6517	0.8073
No log	6.1212	404	0.6305	0.5450	0.6305	0.7941
No log	6.1515	406	0.6335	0.5464	0.6335	0.7959
No log	6.1818	408	0.6288	0.5591	0.6288	0.7930
No log	6.2121	410	0.6355	0.5303	0.6355	0.7972
No log	6.2424	412	0.6612	0.4192	0.6612	0.8131
No log	6.2727	414	0.6393	0.4871	0.6393	0.7995
No log	6.3030	416	0.6361	0.5380	0.6361	0.7975
No log	6.3333	418	0.6389	0.4871	0.6389	0.7993
No log	6.3636	420	0.6296	0.4887	0.6296	0.7935
No log	6.3939	422	0.6276	0.4748	0.6276	0.7922
No log	6.4242	424	0.6594	0.5580	0.6594	0.8121
No log	6.4545	426	0.7323	0.4943	0.7323	0.8558
No log	6.4848	428	0.7816	0.4549	0.7816	0.8841
No log	6.5152	430	0.8085	0.4549	0.8085	0.8992
No log	6.5455	432	0.7670	0.5028	0.7670	0.8758
No log	6.5758	434	0.7156	0.5579	0.7156	0.8459
No log	6.6061	436	0.6851	0.6310	0.6851	0.8277
No log	6.6364	438	0.6322	0.6263	0.6322	0.7951
No log	6.6667	440	0.6195	0.6850	0.6195	0.7871
No log	6.6970	442	0.6063	0.6775	0.6063	0.7787
No log	6.7273	444	0.5883	0.6560	0.5883	0.7670
No log	6.7576	446	0.5799	0.7132	0.5799	0.7615
No log	6.7879	448	0.5854	0.6673	0.5854	0.7651
No log	6.8182	450	0.6181	0.6272	0.6181	0.7862
No log	6.8485	452	0.5986	0.6082	0.5986	0.7737
No log	6.8788	454	0.5634	0.7193	0.5634	0.7506
No log	6.9091	456	0.5876	0.6602	0.5876	0.7666
No log	6.9394	458	0.5832	0.6708	0.5832	0.7637
No log	6.9697	460	0.5642	0.7051	0.5642	0.7511
No log	7.0	462	0.5788	0.6315	0.5788	0.7608
No log	7.0303	464	0.5744	0.6231	0.5744	0.7579
No log	7.0606	466	0.5561	0.6387	0.5561	0.7457
No log	7.0909	468	0.5595	0.6425	0.5595	0.7480
No log	7.1212	470	0.5494	0.6824	0.5494	0.7412
No log	7.1515	472	0.5529	0.6779	0.5529	0.7436
No log	7.1818	474	0.5823	0.6473	0.5823	0.7631
No log	7.2121	476	0.6036	0.6473	0.6036	0.7769
No log	7.2424	478	0.6330	0.6352	0.6330	0.7956
No log	7.2727	480	0.6510	0.5964	0.6510	0.8069
No log	7.3030	482	0.6439	0.5477	0.6439	0.8024
No log	7.3333	484	0.6234	0.5835	0.6234	0.7896
No log	7.3636	486	0.6508	0.5348	0.6508	0.8067
No log	7.3939	488	0.6776	0.5811	0.6776	0.8232
No log	7.4242	490	0.6436	0.5909	0.6436	0.8023
No log	7.4545	492	0.6513	0.5811	0.6513	0.8070
No log	7.4848	494	0.6546	0.5348	0.6546	0.8091
No log	7.5152	496	0.6469	0.5245	0.6469	0.8043
No log	7.5455	498	0.6421	0.5245	0.6421	0.8013
0.2894	7.5758	500	0.6568	0.5113	0.6568	0.8104
0.2894	7.6061	502	0.7105	0.5504	0.7105	0.8429
0.2894	7.6364	504	0.7343	0.5443	0.7343	0.8569
0.2894	7.6667	506	0.6928	0.6410	0.6928	0.8324
0.2894	7.6970	508	0.6376	0.5463	0.6376	0.7985
0.2894	7.7273	510	0.5783	0.5874	0.5783	0.7605
0.2894	7.7576	512	0.5626	0.6173	0.5626	0.7501
0.2894	7.7879	514	0.5946	0.5355	0.5946	0.7711
0.2894	7.8182	516	0.6019	0.5463	0.6019	0.7758
0.2894	7.8485	518	0.5544	0.6701	0.5544	0.7446
0.2894	7.8788	520	0.5797	0.6756	0.5797	0.7614
0.2894	7.9091	522	0.6820	0.6485	0.6820	0.8258
0.2894	7.9394	524	0.7394	0.6170	0.7394	0.8599
0.2894	7.9697	526	0.6925	0.6485	0.6925	0.8321
0.2894	8.0	528	0.6083	0.6500	0.6083	0.7800
0.2894	8.0303	530	0.5756	0.6597	0.5756	0.7587
0.2894	8.0606	532	0.5787	0.6219	0.5787	0.7607
0.2894	8.0909	534	0.5814	0.6001	0.5814	0.7625
0.2894	8.1212	536	0.6149	0.5618	0.6149	0.7841
0.2894	8.1515	538	0.6535	0.6265	0.6535	0.8084
0.2894	8.1818	540	0.6359	0.6154	0.6359	0.7974
0.2894	8.2121	542	0.6339	0.6122	0.6339	0.7962
0.2894	8.2424	544	0.6323	0.6500	0.6323	0.7952
0.2894	8.2727	546	0.6341	0.6122	0.6341	0.7963
0.2894	8.3030	548	0.6214	0.6276	0.6214	0.7883
0.2894	8.3333	550	0.6168	0.6322	0.6168	0.7854
0.2894	8.3636	552	0.6206	0.6706	0.6206	0.7878
0.2894	8.3939	554	0.6453	0.6386	0.6453	0.8033
0.2894	8.4242	556	0.7277	0.6050	0.7277	0.8531
0.2894	8.4545	558	0.8121	0.5497	0.8121	0.9012
0.2894	8.4848	560	0.8074	0.5279	0.8074	0.8985
0.2894	8.5152	562	0.7089	0.6168	0.7089	0.8420
0.2894	8.5455	564	0.6251	0.6109	0.6251	0.7907
0.2894	8.5758	566	0.5867	0.6872	0.5867	0.7659
0.2894	8.6061	568	0.5899	0.7049	0.5899	0.7680
0.2894	8.6364	570	0.6131	0.6368	0.6131	0.7830
0.2894	8.6667	572	0.6273	0.6667	0.6273	0.7920
0.2894	8.6970	574	0.6328	0.6108	0.6328	0.7955
0.2894	8.7273	576	0.6585	0.5696	0.6585	0.8115
0.2894	8.7576	578	0.6751	0.5455	0.6751	0.8216
0.2894	8.7879	580	0.6401	0.5459	0.6401	0.8000
0.2894	8.8182	582	0.6091	0.5548	0.6091	0.7804
0.2894	8.8485	584	0.6048	0.5879	0.6048	0.7777
0.2894	8.8788	586	0.6025	0.5548	0.6025	0.7762
0.2894	8.9091	588	0.5911	0.5882	0.5911	0.7688
0.2894	8.9394	590	0.5911	0.6087	0.5911	0.7688
0.2894	8.9697	592	0.5952	0.5871	0.5952	0.7715
0.2894	9.0	594	0.6222	0.5003	0.6222	0.7888
0.2894	9.0303	596	0.6325	0.5123	0.6325	0.7953
0.2894	9.0606	598	0.6451	0.4987	0.6451	0.8032
0.2894	9.0909	600	0.6293	0.5593	0.6293	0.7933
0.2894	9.1212	602	0.6085	0.6035	0.6085	0.7801
0.2894	9.1515	604	0.5930	0.6866	0.5930	0.7701
0.2894	9.1818	606	0.5879	0.6699	0.5879	0.7668
0.2894	9.2121	608	0.5904	0.6699	0.5904	0.7684
0.2894	9.2424	610	0.5982	0.6805	0.5982	0.7735
0.2894	9.2727	612	0.6054	0.5882	0.6054	0.7781
0.2894	9.3030	614	0.6138	0.6036	0.6138	0.7835
0.2894	9.3333	616	0.6187	0.6047	0.6187	0.7865
0.2894	9.3636	618	0.6094	0.5921	0.6094	0.7806
0.2894	9.3939	620	0.5956	0.6409	0.5956	0.7718
0.2894	9.4242	622	0.5963	0.6393	0.5963	0.7722
0.2894	9.4545	624	0.6286	0.5782	0.6286	0.7928
0.2894	9.4848	626	0.6936	0.4828	0.6936	0.8328
0.2894	9.5152	628	0.7074	0.4727	0.7074	0.8411
0.2894	9.5455	630	0.6528	0.5805	0.6528	0.8079
0.2894	9.5758	632	0.6060	0.5862	0.6060	0.7784
0.2894	9.6061	634	0.5884	0.6517	0.5884	0.7671
0.2894	9.6364	636	0.6034	0.6097	0.6034	0.7768
0.2894	9.6667	638	0.6317	0.5887	0.6317	0.7948
0.2894	9.6970	640	0.6494	0.5686	0.6494	0.8059
0.2894	9.7273	642	0.6250	0.6278	0.6250	0.7906
0.2894	9.7576	644	0.6231	0.6097	0.6231	0.7893
0.2894	9.7879	646	0.6202	0.6087	0.6202	0.7875
0.2894	9.8182	648	0.6259	0.6087	0.6259	0.7911
0.2894	9.8485	650	0.6323	0.5977	0.6323	0.7952
0.2894	9.8788	652	0.6323	0.6118	0.6323	0.7952
0.2894	9.9091	654	0.6334	0.6096	0.6334	0.7959
0.2894	9.9394	656	0.6386	0.6441	0.6386	0.7991
0.2894	9.9697	658	0.6324	0.6209	0.6324	0.7952
0.2894	10.0	660	0.6167	0.6102	0.6167	0.7853
0.2894	10.0303	662	0.5913	0.6796	0.5913	0.7690
0.2894	10.0606	664	0.5811	0.6911	0.5811	0.7623
0.2894	10.0909	666	0.5779	0.6241	0.5779	0.7602
0.2894	10.1212	668	0.5800	0.6516	0.5800	0.7615
0.2894	10.1515	670	0.5802	0.6401	0.5802	0.7617
0.2894	10.1818	672	0.5619	0.6391	0.5619	0.7496
0.2894	10.2121	674	0.5509	0.6466	0.5509	0.7422
0.2894	10.2424	676	0.5428	0.7067	0.5428	0.7368
0.2894	10.2727	678	0.5608	0.6516	0.5608	0.7488
0.2894	10.3030	680	0.5953	0.6039	0.5953	0.7716
0.2894	10.3333	682	0.6324	0.6161	0.6324	0.7952
0.2894	10.3636	684	0.6371	0.5945	0.6371	0.7982
0.2894	10.3939	686	0.6003	0.5945	0.6003	0.7748
0.2894	10.4242	688	0.5977	0.5819	0.5977	0.7731
0.2894	10.4545	690	0.6424	0.5480	0.6424	0.8015
0.2894	10.4848	692	0.6731	0.5606	0.6731	0.8204
0.2894	10.5152	694	0.6613	0.5606	0.6613	0.8132
0.2894	10.5455	696	0.6184	0.6302	0.6184	0.7864
0.2894	10.5758	698	0.6201	0.6084	0.6201	0.7875
0.2894	10.6061	700	0.6370	0.6014	0.6370	0.7981
0.2894	10.6364	702	0.6486	0.6092	0.6486	0.8053
0.2894	10.6667	704	0.6398	0.5597	0.6398	0.7999
0.2894	10.6970	706	0.6333	0.5759	0.6333	0.7958
0.2894	10.7273	708	0.6319	0.5759	0.6319	0.7949
0.2894	10.7576	710	0.6251	0.5759	0.6251	0.7907
0.2894	10.7879	712	0.6154	0.6209	0.6154	0.7845
0.2894	10.8182	714	0.6230	0.6209	0.6230	0.7893
0.2894	10.8485	716	0.6302	0.6315	0.6302	0.7938
0.2894	10.8788	718	0.6213	0.5710	0.6213	0.7882
0.2894	10.9091	720	0.6295	0.5405	0.6295	0.7934
0.2894	10.9394	722	0.6486	0.5405	0.6486	0.8053
0.2894	10.9697	724	0.6466	0.5288	0.6466	0.8041
0.2894	11.0	726	0.6557	0.5555	0.6557	0.8098
0.2894	11.0303	728	0.6610	0.5879	0.6610	0.8130
0.2894	11.0606	730	0.6461	0.6097	0.6461	0.8038
0.2894	11.0909	732	0.6633	0.6407	0.6633	0.8144
0.2894	11.1212	734	0.7109	0.5534	0.7109	0.8432
0.2894	11.1515	736	0.7278	0.5534	0.7278	0.8531
0.2894	11.1818	738	0.7392	0.4612	0.7392	0.8598
0.2894	11.2121	740	0.7271	0.4612	0.7271	0.8527
0.2894	11.2424	742	0.6883	0.5259	0.6883	0.8297
0.2894	11.2727	744	0.6576	0.5898	0.6576	0.8110
0.2894	11.3030	746	0.6846	0.5684	0.6846	0.8274
0.2894	11.3333	748	0.6948	0.5818	0.6948	0.8336
0.2894	11.3636	750	0.6781	0.5819	0.6781	0.8235
0.2894	11.3939	752	0.6465	0.5315	0.6465	0.8041
0.2894	11.4242	754	0.6277	0.5302	0.6277	0.7923
0.2894	11.4545	756	0.6268	0.5666	0.6268	0.7917
0.2894	11.4848	758	0.6294	0.5784	0.6294	0.7934
0.2894	11.5152	760	0.6361	0.6286	0.6361	0.7976
0.2894	11.5455	762	0.6396	0.6664	0.6396	0.7997
0.2894	11.5758	764	0.6334	0.6065	0.6334	0.7959
0.2894	11.6061	766	0.6557	0.5425	0.6557	0.8097
0.2894	11.6364	768	0.6806	0.5977	0.6806	0.8250
0.2894	11.6667	770	0.6787	0.5862	0.6787	0.8239
0.2894	11.6970	772	0.6512	0.5633	0.6512	0.8070
0.2894	11.7273	774	0.6437	0.6057	0.6437	0.8023
0.2894	11.7576	776	0.6434	0.6316	0.6434	0.8021
0.2894	11.7879	778	0.6480	0.5930	0.6480	0.8050
0.2894	11.8182	780	0.6543	0.5966	0.6543	0.8089
0.2894	11.8485	782	0.6760	0.5737	0.6760	0.8222
0.2894	11.8788	784	0.6893	0.5770	0.6893	0.8302
0.2894	11.9091	786	0.6752	0.5770	0.6752	0.8217
0.2894	11.9394	788	0.6375	0.6119	0.6375	0.7984
0.2894	11.9697	790	0.6134	0.6409	0.6134	0.7832
0.2894	12.0	792	0.6143	0.5759	0.6143	0.7837
0.2894	12.0303	794	0.6126	0.5373	0.6126	0.7827
0.2894	12.0606	796	0.5894	0.5966	0.5894	0.7677
0.2894	12.0909	798	0.5886	0.6795	0.5886	0.7672
0.2894	12.1212	800	0.6179	0.6661	0.6179	0.7861
0.2894	12.1515	802	0.6893	0.5479	0.6893	0.8302
0.2894	12.1818	804	0.6928	0.5479	0.6928	0.8323
0.2894	12.2121	806	0.6445	0.6101	0.6445	0.8028
0.2894	12.2424	808	0.5920	0.6185	0.5920	0.7694
0.2894	12.2727	810	0.5937	0.6460	0.5937	0.7705
0.2894	12.3030	812	0.6373	0.5998	0.6373	0.7983
0.2894	12.3333	814	0.6743	0.5988	0.6743	0.8211
0.2894	12.3636	816	0.6764	0.5988	0.6764	0.8224
0.2894	12.3939	818	0.6620	0.5964	0.6620	0.8136
0.2894	12.4242	820	0.6469	0.5459	0.6469	0.8043
0.2894	12.4545	822	0.6362	0.5605	0.6362	0.7976
0.2894	12.4848	824	0.6245	0.5605	0.6245	0.7903
0.2894	12.5152	826	0.6218	0.5734	0.6218	0.7886
0.2894	12.5455	828	0.6206	0.5734	0.6206	0.7878
0.2894	12.5758	830	0.6356	0.6082	0.6356	0.7972
0.2894	12.6061	832	0.6757	0.5888	0.6757	0.8220
0.2894	12.6364	834	0.7228	0.5877	0.7228	0.8501
0.2894	12.6667	836	0.7586	0.5119	0.7586	0.8710
0.2894	12.6970	838	0.7763	0.5219	0.7763	0.8811
0.2894	12.7273	840	0.7751	0.5344	0.7751	0.8804
0.2894	12.7576	842	0.7239	0.5504	0.7239	0.8508
0.2894	12.7879	844	0.6557	0.5232	0.6557	0.8098
0.2894	12.8182	846	0.6409	0.4745	0.6409	0.8006
0.2894	12.8485	848	0.6355	0.5002	0.6355	0.7972
0.2894	12.8788	850	0.6275	0.5549	0.6275	0.7922
0.2894	12.9091	852	0.6321	0.6129	0.6321	0.7951
0.2894	12.9394	854	0.6397	0.6047	0.6397	0.7998
0.2894	12.9697	856	0.6423	0.6228	0.6423	0.8015
0.2894	13.0	858	0.6446	0.5684	0.6446	0.8028
0.2894	13.0303	860	0.6543	0.5684	0.6543	0.8089
0.2894	13.0606	862	0.6600	0.5684	0.6600	0.8124
0.2894	13.0909	864	0.6481	0.5905	0.6481	0.8050
0.2894	13.1212	866	0.6557	0.5684	0.6557	0.8098
0.2894	13.1515	868	0.6768	0.5696	0.6768	0.8227
0.2894	13.1818	870	0.7075	0.5598	0.7075	0.8411
0.2894	13.2121	872	0.7087	0.5379	0.7087	0.8418
0.2894	13.2424	874	0.6976	0.5379	0.6976	0.8353
0.2894	13.2727	876	0.6650	0.5601	0.6650	0.8155
0.2894	13.3030	878	0.6236	0.5921	0.6236	0.7897
0.2894	13.3333	880	0.6160	0.5910	0.6160	0.7849
0.2894	13.3636	882	0.6103	0.5882	0.6103	0.7812
0.2894	13.3939	884	0.6137	0.5771	0.6137	0.7834
0.2894	13.4242	886	0.6194	0.5783	0.6194	0.7870
0.2894	13.4545	888	0.6190	0.5783	0.6190	0.7868
0.2894	13.4848	890	0.5914	0.5656	0.5914	0.7690
0.2894	13.5152	892	0.5891	0.5759	0.5891	0.7675
0.2894	13.5455	894	0.5956	0.5862	0.5956	0.7717
0.2894	13.5758	896	0.6033	0.6073	0.6033	0.7767
0.2894	13.6061	898	0.6102	0.5798	0.6102	0.7811
0.2894	13.6364	900	0.6036	0.5798	0.6036	0.7769
0.2894	13.6667	902	0.5976	0.6043	0.5976	0.7730
0.2894	13.6970	904	0.5916	0.6198	0.5916	0.7691
0.2894	13.7273	906	0.6032	0.6073	0.6032	0.7767
0.2894	13.7576	908	0.6417	0.5763	0.6417	0.8011
0.2894	13.7879	910	0.6745	0.5953	0.6745	0.8213
0.2894	13.8182	912	0.6876	0.5953	0.6876	0.8292
0.2894	13.8485	914	0.6777	0.5559	0.6777	0.8232
0.2894	13.8788	916	0.6703	0.5218	0.6703	0.8187
0.2894	13.9091	918	0.6449	0.5002	0.6449	0.8030
0.2894	13.9394	920	0.6362	0.5759	0.6362	0.7976
0.2894	13.9697	922	0.6316	0.5871	0.6316	0.7947
0.2894	14.0	924	0.6255	0.5845	0.6255	0.7909
0.2894	14.0303	926	0.6190	0.6196	0.6190	0.7867
0.2894	14.0606	928	0.6104	0.5859	0.6104	0.7813
0.2894	14.0909	930	0.6107	0.6296	0.6107	0.7815
0.2894	14.1212	932	0.6124	0.6219	0.6124	0.7825
0.2894	14.1515	934	0.5936	0.6296	0.5936	0.7704
0.2894	14.1818	936	0.5819	0.5898	0.5819	0.7628
0.2894	14.2121	938	0.5879	0.5921	0.5879	0.7667
0.2894	14.2424	940	0.5972	0.6099	0.5972	0.7728
0.2894	14.2727	942	0.5934	0.6174	0.5934	0.7703
0.2894	14.3030	944	0.5838	0.7071	0.5838	0.7641
0.2894	14.3333	946	0.6007	0.6936	0.6007	0.7751
0.2894	14.3636	948	0.6637	0.6502	0.6637	0.8147
0.2894	14.3939	950	0.7230	0.6209	0.7230	0.8503
0.2894	14.4242	952	0.7451	0.6127	0.7451	0.8632
0.2894	14.4545	954	0.7330	0.5858	0.7330	0.8562
0.2894	14.4848	956	0.7352	0.5220	0.7352	0.8574
0.2894	14.5152	958	0.7386	0.4613	0.7386	0.8594
0.2894	14.5455	960	0.7249	0.4610	0.7249	0.8514
0.2894	14.5758	962	0.7192	0.4345	0.7192	0.8481
0.2894	14.6061	964	0.7064	0.4345	0.7064	0.8405
0.2894	14.6364	966	0.7229	0.4345	0.7229	0.8502

Framework versions

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