ASAP_FineTuningBERT_AugV4_k3_task1_organization_fold1

This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.5106
• Qwk: 0.6159
• Mse: 0.5106
• Rmse: 0.7146

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: 32
• eval_batch_size: 32
• 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	0.0061	2	9.9887	-0.0004	9.9887	3.1605
No log	0.0121	4	8.4226	0.0	8.4226	2.9022
No log	0.0182	6	6.7580	0.0	6.7580	2.5996
No log	0.0242	8	5.3586	0.0584	5.3586	2.3149
No log	0.0303	10	4.3674	0.0157	4.3674	2.0898
No log	0.0364	12	3.4365	0.0079	3.4365	1.8538
No log	0.0424	14	2.6671	0.0	2.6671	1.6331
No log	0.0485	16	2.1031	0.1218	2.1031	1.4502
No log	0.0545	18	1.5802	0.0607	1.5802	1.2570
No log	0.0606	20	1.2295	0.0315	1.2295	1.1088
No log	0.0667	22	0.9911	0.0	0.9911	0.9956
No log	0.0727	24	0.9153	0.1647	0.9153	0.9567
No log	0.0788	26	0.8571	0.1225	0.8571	0.9258
No log	0.0848	28	0.8867	0.0802	0.8867	0.9416
No log	0.0909	30	1.0762	0.0429	1.0762	1.0374
No log	0.0970	32	1.1615	0.0143	1.1615	1.0777
No log	0.1030	34	0.9880	0.0429	0.9880	0.9940
No log	0.1091	36	0.9164	0.0571	0.9164	0.9573
No log	0.1152	38	1.0027	0.0429	1.0027	1.0014
No log	0.1212	40	1.1778	0.0286	1.1778	1.0853
No log	0.1273	42	0.9781	0.0429	0.9781	0.9890
No log	0.1333	44	0.8505	0.1416	0.8505	0.9222
No log	0.1394	46	0.8428	0.1014	0.8428	0.9180
No log	0.1455	48	0.9718	0.0429	0.9718	0.9858
No log	0.1515	50	1.0184	0.0571	1.0184	1.0091
No log	0.1576	52	0.7890	0.1067	0.7890	0.8883
No log	0.1636	54	0.8402	0.0979	0.8402	0.9166
No log	0.1697	56	1.1162	0.0429	1.1162	1.0565
No log	0.1758	58	1.1812	0.0632	1.1812	1.0868
No log	0.1818	60	0.8896	0.0979	0.8896	0.9432
No log	0.1879	62	0.6117	0.4468	0.6117	0.7821
No log	0.1939	64	0.5933	0.4952	0.5933	0.7703
No log	0.2	66	0.5583	0.4013	0.5583	0.7472
No log	0.2061	68	0.5988	0.3344	0.5988	0.7738
No log	0.2121	70	0.5446	0.3980	0.5446	0.7379
No log	0.2182	72	0.5364	0.4937	0.5364	0.7324
No log	0.2242	74	0.5084	0.4768	0.5084	0.7130
No log	0.2303	76	0.9113	0.2697	0.9113	0.9546
No log	0.2364	78	1.0778	0.1606	1.0778	1.0382
No log	0.2424	80	0.9578	0.2508	0.9578	0.9787
No log	0.2485	82	0.8301	0.4471	0.8301	0.9111
No log	0.2545	84	0.6631	0.5168	0.6631	0.8143
No log	0.2606	86	0.5654	0.4644	0.5654	0.7519
No log	0.2667	88	0.5448	0.5108	0.5448	0.7381
No log	0.2727	90	0.5460	0.4326	0.5460	0.7389
No log	0.2788	92	0.7487	0.4684	0.7487	0.8653
No log	0.2848	94	0.6981	0.4957	0.6981	0.8355
No log	0.2909	96	0.5627	0.5863	0.5627	0.7502
No log	0.2970	98	0.7388	0.5059	0.7388	0.8595
No log	0.3030	100	1.1887	0.3234	1.1887	1.0903
No log	0.3091	102	1.0336	0.3734	1.0336	1.0167
No log	0.3152	104	0.5762	0.5862	0.5762	0.7591
No log	0.3212	106	0.4862	0.6030	0.4862	0.6973
No log	0.3273	108	0.4766	0.6042	0.4766	0.6903
No log	0.3333	110	0.4774	0.6140	0.4774	0.6909
No log	0.3394	112	0.4351	0.6295	0.4351	0.6596
No log	0.3455	114	0.4285	0.6358	0.4285	0.6546
No log	0.3515	116	0.4844	0.6241	0.4844	0.6960
No log	0.3576	118	0.4311	0.6456	0.4311	0.6566
No log	0.3636	120	0.4309	0.6542	0.4309	0.6564
No log	0.3697	122	0.4561	0.6538	0.4561	0.6753
No log	0.3758	124	0.7163	0.5203	0.7163	0.8463
No log	0.3818	126	1.2577	0.3163	1.2577	1.1215
No log	0.3879	128	1.2609	0.2879	1.2609	1.1229
No log	0.3939	130	0.8465	0.4791	0.8465	0.9201
No log	0.4	132	0.6153	0.5604	0.6153	0.7844
No log	0.4061	134	0.6384	0.5596	0.6384	0.7990
No log	0.4121	136	0.9914	0.4326	0.9914	0.9957
No log	0.4182	138	1.1067	0.3519	1.1067	1.0520
No log	0.4242	140	0.8865	0.4575	0.8865	0.9415
No log	0.4303	142	0.6411	0.5582	0.6411	0.8007
No log	0.4364	144	0.5320	0.5972	0.5320	0.7294
No log	0.4424	146	0.4917	0.5951	0.4917	0.7012
No log	0.4485	148	0.5247	0.6054	0.5247	0.7244
No log	0.4545	150	0.5526	0.5751	0.5526	0.7434
No log	0.4606	152	0.4505	0.6371	0.4505	0.6712
No log	0.4667	154	0.5088	0.6053	0.5088	0.7133
No log	0.4727	156	0.6131	0.5647	0.6131	0.7830
No log	0.4788	158	0.4710	0.6351	0.4710	0.6863
No log	0.4848	160	0.4671	0.6433	0.4671	0.6834
No log	0.4909	162	0.4790	0.6446	0.4790	0.6921
No log	0.4970	164	0.5332	0.5650	0.5332	0.7302
No log	0.5030	166	0.8370	0.4821	0.8370	0.9149
No log	0.5091	168	1.0641	0.3686	1.0641	1.0315
No log	0.5152	170	0.9897	0.3965	0.9897	0.9948
No log	0.5212	172	0.6759	0.4794	0.6759	0.8221
No log	0.5273	174	0.5304	0.4836	0.5304	0.7283
No log	0.5333	176	0.5630	0.5204	0.5630	0.7503
No log	0.5394	178	0.5399	0.5579	0.5399	0.7348
No log	0.5455	180	0.5584	0.5387	0.5584	0.7473
No log	0.5515	182	0.6373	0.5161	0.6373	0.7983
No log	0.5576	184	0.5924	0.5450	0.5924	0.7697
No log	0.5636	186	0.4994	0.6176	0.4994	0.7067
No log	0.5697	188	0.4921	0.6248	0.4921	0.7015
No log	0.5758	190	0.4912	0.6248	0.4912	0.7009
No log	0.5818	192	0.4818	0.6143	0.4818	0.6942
No log	0.5879	194	0.4821	0.5882	0.4821	0.6944
No log	0.5939	196	0.5347	0.5516	0.5347	0.7312
No log	0.6	198	0.4796	0.5960	0.4796	0.6926
No log	0.6061	200	0.4959	0.5674	0.4959	0.7042
No log	0.6121	202	0.5382	0.5600	0.5382	0.7336
No log	0.6182	204	0.5290	0.5629	0.5290	0.7273
No log	0.6242	206	0.4688	0.6124	0.4688	0.6847
No log	0.6303	208	0.4612	0.6234	0.4612	0.6791
No log	0.6364	210	0.4808	0.6083	0.4808	0.6934
No log	0.6424	212	0.5850	0.5746	0.5850	0.7648
No log	0.6485	214	0.5536	0.6016	0.5536	0.7441
No log	0.6545	216	0.4614	0.6503	0.4614	0.6793
No log	0.6606	218	0.4718	0.6263	0.4718	0.6869
No log	0.6667	220	0.4955	0.6519	0.4955	0.7039
No log	0.6727	222	0.6832	0.5520	0.6832	0.8266
No log	0.6788	224	0.6353	0.5755	0.6353	0.7971
No log	0.6848	226	0.4798	0.6249	0.4798	0.6927
No log	0.6909	228	0.4809	0.6050	0.4809	0.6935
No log	0.6970	230	0.4802	0.5931	0.4802	0.6929
No log	0.7030	232	0.5270	0.5619	0.5270	0.7259
No log	0.7091	234	0.9218	0.4209	0.9218	0.9601
No log	0.7152	236	1.1096	0.3589	1.1096	1.0534
No log	0.7212	238	0.8960	0.4232	0.8960	0.9466
No log	0.7273	240	0.5626	0.5390	0.5626	0.7501
No log	0.7333	242	0.4834	0.6023	0.4834	0.6953
No log	0.7394	244	0.4791	0.6057	0.4791	0.6922
No log	0.7455	246	0.5101	0.5787	0.5101	0.7142
No log	0.7515	248	0.6215	0.5276	0.6215	0.7884
No log	0.7576	250	0.6007	0.5481	0.6007	0.7750
No log	0.7636	252	0.5101	0.6044	0.5101	0.7142
No log	0.7697	254	0.4608	0.6568	0.4608	0.6788
No log	0.7758	256	0.4539	0.6348	0.4539	0.6737
No log	0.7818	258	0.4585	0.6234	0.4585	0.6772
No log	0.7879	260	0.4658	0.6506	0.4658	0.6825
No log	0.7939	262	0.4984	0.6188	0.4984	0.7060
No log	0.8	264	0.4919	0.6603	0.4919	0.7014
No log	0.8061	266	0.5828	0.6437	0.5828	0.7634
No log	0.8121	268	0.5903	0.6283	0.5903	0.7683
No log	0.8182	270	0.4798	0.6134	0.4798	0.6927
No log	0.8242	272	0.5359	0.5658	0.5359	0.7320
No log	0.8303	274	0.5591	0.5538	0.5591	0.7477
No log	0.8364	276	0.4863	0.5940	0.4863	0.6974
No log	0.8424	278	0.6777	0.5368	0.6777	0.8232
No log	0.8485	280	0.7527	0.4899	0.7527	0.8676
No log	0.8545	282	0.5851	0.5323	0.5851	0.7649
No log	0.8606	284	0.4930	0.5737	0.4930	0.7021
No log	0.8667	286	0.4947	0.5708	0.4947	0.7033
No log	0.8727	288	0.4797	0.5871	0.4797	0.6926
No log	0.8788	290	0.6971	0.5149	0.6971	0.8349
No log	0.8848	292	1.1138	0.4210	1.1138	1.0554
No log	0.8909	294	1.1746	0.3935	1.1746	1.0838
No log	0.8970	296	0.8425	0.4792	0.8425	0.9179
No log	0.9030	298	0.5423	0.5783	0.5423	0.7364
No log	0.9091	300	0.5087	0.5780	0.5087	0.7132
No log	0.9152	302	0.5901	0.5522	0.5901	0.7682
No log	0.9212	304	0.5636	0.5981	0.5636	0.7507
No log	0.9273	306	0.4564	0.6351	0.4564	0.6755
No log	0.9333	308	0.4392	0.6594	0.4392	0.6628
No log	0.9394	310	0.4383	0.6506	0.4383	0.6621
No log	0.9455	312	0.4694	0.6489	0.4694	0.6851
No log	0.9515	314	0.4889	0.6484	0.4889	0.6992
No log	0.9576	316	0.4635	0.6511	0.4635	0.6808
No log	0.9636	318	0.4372	0.6473	0.4372	0.6612
No log	0.9697	320	0.4358	0.6548	0.4358	0.6602
No log	0.9758	322	0.4333	0.6504	0.4333	0.6582
No log	0.9818	324	0.5007	0.6464	0.5007	0.7076
No log	0.9879	326	0.5778	0.6284	0.5778	0.7601
No log	0.9939	328	0.4778	0.6616	0.4778	0.6912
No log	1.0	330	0.4416	0.6734	0.4416	0.6645
No log	1.0061	332	0.4552	0.6644	0.4552	0.6747
No log	1.0121	334	0.5937	0.6003	0.5937	0.7705
No log	1.0182	336	0.6751	0.5465	0.6751	0.8217
No log	1.0242	338	0.5960	0.5887	0.5960	0.7720
No log	1.0303	340	0.6117	0.5709	0.6117	0.7821
No log	1.0364	342	0.7846	0.4877	0.7846	0.8858
No log	1.0424	344	0.8268	0.4822	0.8268	0.9093
No log	1.0485	346	0.7793	0.5093	0.7793	0.8828
No log	1.0545	348	0.5785	0.6066	0.5785	0.7606
No log	1.0606	350	0.4322	0.6750	0.4322	0.6574
No log	1.0667	352	0.4449	0.6430	0.4449	0.6670
No log	1.0727	354	0.4298	0.6577	0.4298	0.6556
No log	1.0788	356	0.4396	0.6452	0.4396	0.6631
No log	1.0848	358	0.4403	0.6576	0.4403	0.6636
No log	1.0909	360	0.4693	0.6539	0.4693	0.6851
No log	1.0970	362	0.4795	0.6539	0.4795	0.6925
No log	1.1030	364	0.4480	0.6554	0.4480	0.6693
No log	1.1091	366	0.4509	0.6431	0.4509	0.6715
No log	1.1152	368	0.5970	0.5808	0.5970	0.7726
No log	1.1212	370	0.5763	0.5812	0.5763	0.7591
No log	1.1273	372	0.4346	0.6602	0.4346	0.6593
No log	1.1333	374	0.5546	0.6345	0.5546	0.7447
No log	1.1394	376	0.6480	0.5705	0.6480	0.8050
No log	1.1455	378	0.5328	0.6296	0.5328	0.7299
No log	1.1515	380	0.4536	0.6349	0.4536	0.6735
No log	1.1576	382	0.4648	0.6172	0.4648	0.6817
No log	1.1636	384	0.5799	0.5820	0.5799	0.7615
No log	1.1697	386	0.6157	0.5766	0.6157	0.7846
No log	1.1758	388	0.4977	0.6347	0.4977	0.7055
No log	1.1818	390	0.4349	0.6487	0.4349	0.6594
No log	1.1879	392	0.4330	0.6451	0.4330	0.6581
No log	1.1939	394	0.4630	0.6642	0.4630	0.6804
No log	1.2	396	0.4878	0.6588	0.4878	0.6985
No log	1.2061	398	0.4639	0.6808	0.4639	0.6811
No log	1.2121	400	0.4418	0.6606	0.4418	0.6647
No log	1.2182	402	0.4397	0.6694	0.4397	0.6631
No log	1.2242	404	0.4698	0.6830	0.4698	0.6854
No log	1.2303	406	0.5491	0.6327	0.5491	0.7410
No log	1.2364	408	0.7028	0.5540	0.7028	0.8383
No log	1.2424	410	0.6458	0.5750	0.6458	0.8036
No log	1.2485	412	0.4856	0.6571	0.4856	0.6969
No log	1.2545	414	0.4750	0.6600	0.4750	0.6892
No log	1.2606	416	0.4958	0.6489	0.4958	0.7041
No log	1.2667	418	0.5332	0.6410	0.5332	0.7302
No log	1.2727	420	0.5233	0.6578	0.5233	0.7234
No log	1.2788	422	0.6010	0.5912	0.6010	0.7752
No log	1.2848	424	0.5176	0.6544	0.5176	0.7194
No log	1.2909	426	0.4522	0.6727	0.4522	0.6725
No log	1.2970	428	0.4462	0.6782	0.4462	0.6679
No log	1.3030	430	0.4888	0.6609	0.4888	0.6991
No log	1.3091	432	0.4967	0.6574	0.4967	0.7048
No log	1.3152	434	0.4443	0.6665	0.4443	0.6666
No log	1.3212	436	0.4494	0.6608	0.4494	0.6704
No log	1.3273	438	0.5506	0.6110	0.5506	0.7420
No log	1.3333	440	0.7968	0.5168	0.7968	0.8927
No log	1.3394	442	0.7752	0.5140	0.7752	0.8805
No log	1.3455	444	0.5478	0.6044	0.5478	0.7401
No log	1.3515	446	0.4518	0.6441	0.4518	0.6721
No log	1.3576	448	0.4553	0.6373	0.4553	0.6748
No log	1.3636	450	0.4894	0.6328	0.4894	0.6996
No log	1.3697	452	0.7168	0.5308	0.7168	0.8466
No log	1.3758	454	0.8315	0.4767	0.8315	0.9119
No log	1.3818	456	0.6988	0.5284	0.6988	0.8359
No log	1.3879	458	0.4863	0.6251	0.4863	0.6974
No log	1.3939	460	0.4487	0.6260	0.4487	0.6699
No log	1.4	462	0.4537	0.6222	0.4537	0.6736
No log	1.4061	464	0.4497	0.6525	0.4497	0.6706
No log	1.4121	466	0.5732	0.6072	0.5732	0.7571
No log	1.4182	468	0.5970	0.5896	0.5970	0.7727
No log	1.4242	470	0.4755	0.6378	0.4755	0.6896
No log	1.4303	472	0.4402	0.6361	0.4402	0.6635
No log	1.4364	474	0.4387	0.6403	0.4387	0.6624
No log	1.4424	476	0.4639	0.6353	0.4639	0.6811
No log	1.4485	478	0.5853	0.5997	0.5853	0.7650
No log	1.4545	480	0.6003	0.5978	0.6003	0.7748
No log	1.4606	482	0.4887	0.6291	0.4887	0.6990
No log	1.4667	484	0.4469	0.6381	0.4469	0.6685
No log	1.4727	486	0.4679	0.6210	0.4679	0.6840
No log	1.4788	488	0.6150	0.5925	0.6150	0.7842
No log	1.4848	490	0.7560	0.5317	0.7560	0.8695
No log	1.4909	492	0.6923	0.5780	0.6923	0.8320
No log	1.4970	494	0.5203	0.6173	0.5203	0.7213
No log	1.5030	496	0.5045	0.6217	0.5045	0.7103
No log	1.5091	498	0.6285	0.5982	0.6285	0.7928
0.8844	1.5152	500	0.8240	0.5062	0.8240	0.9078
0.8844	1.5212	502	0.7860	0.5235	0.7860	0.8866
0.8844	1.5273	504	0.6056	0.6118	0.6056	0.7782
0.8844	1.5333	506	0.4585	0.6692	0.4585	0.6771
0.8844	1.5394	508	0.4490	0.6672	0.4490	0.6701
0.8844	1.5455	510	0.5240	0.6340	0.5240	0.7239
0.8844	1.5515	512	0.7730	0.5054	0.7730	0.8792
0.8844	1.5576	514	0.8772	0.4679	0.8772	0.9366
0.8844	1.5636	516	0.7135	0.5358	0.7135	0.8447
0.8844	1.5697	518	0.5090	0.6189	0.5090	0.7134
0.8844	1.5758	520	0.4489	0.6279	0.4489	0.6700
0.8844	1.5818	522	0.4504	0.6424	0.4504	0.6711
0.8844	1.5879	524	0.4687	0.6334	0.4687	0.6846
0.8844	1.5939	526	0.5781	0.6022	0.5781	0.7603
0.8844	1.6	528	0.7341	0.5260	0.7341	0.8568
0.8844	1.6061	530	0.6720	0.5383	0.6720	0.8197
0.8844	1.6121	532	0.5188	0.6144	0.5188	0.7203
0.8844	1.6182	534	0.4875	0.6301	0.4875	0.6982
0.8844	1.6242	536	0.5253	0.6045	0.5253	0.7247
0.8844	1.6303	538	0.6796	0.5283	0.6796	0.8244
0.8844	1.6364	540	0.7236	0.5224	0.7236	0.8506
0.8844	1.6424	542	0.6058	0.5466	0.6058	0.7783
0.8844	1.6485	544	0.5416	0.5756	0.5416	0.7359
0.8844	1.6545	546	0.5312	0.5944	0.5312	0.7288
0.8844	1.6606	548	0.4833	0.6277	0.4833	0.6952
0.8844	1.6667	550	0.4438	0.6480	0.4438	0.6662
0.8844	1.6727	552	0.4388	0.6539	0.4388	0.6624
0.8844	1.6788	554	0.4361	0.6569	0.4361	0.6604
0.8844	1.6848	556	0.4610	0.6644	0.4610	0.6790
0.8844	1.6909	558	0.5292	0.6303	0.5292	0.7275
0.8844	1.6970	560	0.4883	0.6506	0.4883	0.6988
0.8844	1.7030	562	0.4705	0.6445	0.4705	0.6859
0.8844	1.7091	564	0.5181	0.6263	0.5181	0.7198
0.8844	1.7152	566	0.6524	0.5698	0.6524	0.8077
0.8844	1.7212	568	0.6872	0.5719	0.6872	0.8290
0.8844	1.7273	570	0.6162	0.6128	0.6162	0.7850
0.8844	1.7333	572	0.6291	0.5998	0.6291	0.7932
0.8844	1.7394	574	0.5340	0.6437	0.5340	0.7307
0.8844	1.7455	576	0.4545	0.6607	0.4545	0.6742
0.8844	1.7515	578	0.4378	0.6642	0.4378	0.6617
0.8844	1.7576	580	0.4410	0.6643	0.4410	0.6641
0.8844	1.7636	582	0.4662	0.6459	0.4662	0.6828
0.8844	1.7697	584	0.4502	0.6515	0.4502	0.6710
0.8844	1.7758	586	0.4351	0.6418	0.4351	0.6596
0.8844	1.7818	588	0.4386	0.6340	0.4386	0.6623
0.8844	1.7879	590	0.5002	0.6378	0.5002	0.7073
0.8844	1.7939	592	0.6214	0.5899	0.6214	0.7883
0.8844	1.8	594	0.5711	0.6086	0.5711	0.7557
0.8844	1.8061	596	0.4409	0.6504	0.4409	0.6640
0.8844	1.8121	598	0.5231	0.6191	0.5231	0.7233
0.8844	1.8182	600	0.5630	0.6034	0.5630	0.7504
0.8844	1.8242	602	0.4625	0.6475	0.4625	0.6801
0.8844	1.8303	604	0.4804	0.6520	0.4804	0.6931
0.8844	1.8364	606	0.6099	0.6007	0.6099	0.7810
0.8844	1.8424	608	0.6258	0.5918	0.6258	0.7911
0.8844	1.8485	610	0.5059	0.6388	0.5059	0.7113
0.8844	1.8545	612	0.4669	0.6356	0.4669	0.6833
0.8844	1.8606	614	0.4683	0.6455	0.4683	0.6843
0.8844	1.8667	616	0.5134	0.6270	0.5134	0.7165
0.8844	1.8727	618	0.7055	0.5527	0.7055	0.8399
0.8844	1.8788	620	0.7524	0.5389	0.7524	0.8674
0.8844	1.8848	622	0.5924	0.5945	0.5924	0.7697
0.8844	1.8909	624	0.4716	0.6608	0.4716	0.6867
0.8844	1.8970	626	0.4556	0.6634	0.4556	0.6750
0.8844	1.9030	628	0.4831	0.6559	0.4831	0.6950
0.8844	1.9091	630	0.4995	0.6486	0.4995	0.7067
0.8844	1.9152	632	0.4765	0.6655	0.4765	0.6903
0.8844	1.9212	634	0.5337	0.6185	0.5337	0.7305
0.8844	1.9273	636	0.5557	0.5952	0.5557	0.7455
0.8844	1.9333	638	0.4792	0.6348	0.4792	0.6922
0.8844	1.9394	640	0.4485	0.6564	0.4485	0.6697
0.8844	1.9455	642	0.4541	0.6559	0.4541	0.6739
0.8844	1.9515	644	0.4481	0.6504	0.4481	0.6694
0.8844	1.9576	646	0.4506	0.6498	0.4506	0.6713
0.8844	1.9636	648	0.4716	0.6689	0.4716	0.6867
0.8844	1.9697	650	0.5204	0.6641	0.5204	0.7214
0.8844	1.9758	652	0.5027	0.6733	0.5027	0.7090
0.8844	1.9818	654	0.4514	0.6690	0.4514	0.6719
0.8844	1.9879	656	0.4451	0.6671	0.4451	0.6672
0.8844	1.9939	658	0.4493	0.6581	0.4493	0.6703
0.8844	2.0	660	0.4923	0.6352	0.4923	0.7016
0.8844	2.0061	662	0.4843	0.6431	0.4843	0.6959
0.8844	2.0121	664	0.4736	0.6488	0.4736	0.6882
0.8844	2.0182	666	0.5144	0.6114	0.5144	0.7172
0.8844	2.0242	668	0.6767	0.5346	0.6767	0.8226
0.8844	2.0303	670	0.6968	0.5409	0.6968	0.8347
0.8844	2.0364	672	0.5408	0.5968	0.5408	0.7354
0.8844	2.0424	674	0.4630	0.6545	0.4630	0.6805
0.8844	2.0485	676	0.4709	0.6488	0.4709	0.6862
0.8844	2.0545	678	0.5859	0.6006	0.5859	0.7654
0.8844	2.0606	680	0.7790	0.5476	0.7790	0.8826
0.8844	2.0667	682	0.6828	0.5808	0.6828	0.8263
0.8844	2.0727	684	0.4827	0.6531	0.4827	0.6948
0.8844	2.0788	686	0.4464	0.6847	0.4464	0.6682
0.8844	2.0848	688	0.4516	0.6843	0.4516	0.6720
0.8844	2.0909	690	0.5050	0.6585	0.5050	0.7106
0.8844	2.0970	692	0.4949	0.6779	0.4949	0.7035
0.8844	2.1030	694	0.5352	0.6419	0.5352	0.7316
0.8844	2.1091	696	0.5792	0.6129	0.5792	0.7610
0.8844	2.1152	698	0.5029	0.6751	0.5029	0.7092
0.8844	2.1212	700	0.5044	0.6751	0.5044	0.7102
0.8844	2.1273	702	0.5685	0.6170	0.5685	0.7540
0.8844	2.1333	704	0.6094	0.5991	0.6094	0.7807
0.8844	2.1394	706	0.6679	0.5729	0.6679	0.8172
0.8844	2.1455	708	0.5933	0.5980	0.5933	0.7703
0.8844	2.1515	710	0.4958	0.6522	0.4958	0.7042
0.8844	2.1576	712	0.5516	0.6238	0.5516	0.7427
0.8844	2.1636	714	0.5943	0.6036	0.5943	0.7709
0.8844	2.1697	716	0.5377	0.6525	0.5377	0.7333
0.8844	2.1758	718	0.5275	0.6612	0.5275	0.7263
0.8844	2.1818	720	0.5285	0.6621	0.5285	0.7270
0.8844	2.1879	722	0.5491	0.6637	0.5491	0.7410
0.8844	2.1939	724	0.5261	0.6813	0.5261	0.7254
0.8844	2.2	726	0.4841	0.6839	0.4841	0.6958
0.8844	2.2061	728	0.5146	0.6710	0.5146	0.7174
0.8844	2.2121	730	0.4829	0.6896	0.4829	0.6949
0.8844	2.2182	732	0.4563	0.6909	0.4563	0.6755
0.8844	2.2242	734	0.4685	0.6925	0.4685	0.6845
0.8844	2.2303	736	0.5146	0.6689	0.5146	0.7173
0.8844	2.2364	738	0.5404	0.6415	0.5404	0.7351
0.8844	2.2424	740	0.6625	0.5751	0.6625	0.8139
0.8844	2.2485	742	0.7369	0.5619	0.7369	0.8584
0.8844	2.2545	744	0.5811	0.6074	0.5811	0.7623
0.8844	2.2606	746	0.5131	0.6489	0.5131	0.7163
0.8844	2.2667	748	0.5652	0.6049	0.5652	0.7518
0.8844	2.2727	750	0.5905	0.5974	0.5905	0.7684
0.8844	2.2788	752	0.5381	0.6341	0.5381	0.7336
0.8844	2.2848	754	0.5301	0.6354	0.5301	0.7280
0.8844	2.2909	756	0.5724	0.6042	0.5724	0.7566
0.8844	2.2970	758	0.4882	0.6557	0.4882	0.6987
0.8844	2.3030	760	0.4491	0.6744	0.4491	0.6702
0.8844	2.3091	762	0.4539	0.6643	0.4539	0.6737
0.8844	2.3152	764	0.5052	0.6433	0.5052	0.7108
0.8844	2.3212	766	0.6501	0.5744	0.6501	0.8063
0.8844	2.3273	768	0.5887	0.5999	0.5887	0.7673
0.8844	2.3333	770	0.4554	0.6682	0.4554	0.6749
0.8844	2.3394	772	0.4404	0.6744	0.4404	0.6636
0.8844	2.3455	774	0.4648	0.6661	0.4648	0.6818
0.8844	2.3515	776	0.5853	0.5944	0.5853	0.7650
0.8844	2.3576	778	0.5599	0.6053	0.5599	0.7483
0.8844	2.3636	780	0.4450	0.6640	0.4450	0.6671
0.8844	2.3697	782	0.4342	0.6799	0.4342	0.6589
0.8844	2.3758	784	0.4432	0.6753	0.4432	0.6657
0.8844	2.3818	786	0.5822	0.6333	0.5822	0.7630
0.8844	2.3879	788	0.6717	0.6113	0.6717	0.8196
0.8844	2.3939	790	0.5394	0.6610	0.5394	0.7344
0.8844	2.4	792	0.4463	0.6892	0.4463	0.6681
0.8844	2.4061	794	0.4533	0.6841	0.4533	0.6733
0.8844	2.4121	796	0.4648	0.6778	0.4648	0.6817
0.8844	2.4182	798	0.5865	0.6321	0.5865	0.7658
0.8844	2.4242	800	0.6409	0.5953	0.6409	0.8006
0.8844	2.4303	802	0.5238	0.6434	0.5238	0.7237
0.8844	2.4364	804	0.4429	0.6692	0.4429	0.6655
0.8844	2.4424	806	0.4434	0.6698	0.4434	0.6659
0.8844	2.4485	808	0.5105	0.6466	0.5105	0.7145
0.8844	2.4545	810	0.6233	0.5766	0.6233	0.7895
0.8844	2.4606	812	0.5641	0.6037	0.5641	0.7510
0.8844	2.4667	814	0.4567	0.6628	0.4567	0.6758
0.8844	2.4727	816	0.4403	0.6746	0.4403	0.6635
0.8844	2.4788	818	0.4831	0.6477	0.4831	0.6951
0.8844	2.4848	820	0.5567	0.6305	0.5567	0.7461
0.8844	2.4909	822	0.6087	0.6199	0.6087	0.7802
0.8844	2.4970	824	0.5633	0.6415	0.5633	0.7505
0.8844	2.5030	826	0.5507	0.6496	0.5507	0.7421
0.8844	2.5091	828	0.4972	0.6540	0.4972	0.7051
0.8844	2.5152	830	0.5092	0.6528	0.5092	0.7136
0.8844	2.5212	832	0.5415	0.6432	0.5415	0.7359
0.8844	2.5273	834	0.4757	0.6667	0.4757	0.6897
0.8844	2.5333	836	0.4801	0.6536	0.4801	0.6929
0.8844	2.5394	838	0.4581	0.6668	0.4581	0.6769
0.8844	2.5455	840	0.4355	0.6792	0.4355	0.6599
0.8844	2.5515	842	0.4239	0.6732	0.4239	0.6511
0.8844	2.5576	844	0.4237	0.6830	0.4237	0.6509
0.8844	2.5636	846	0.4626	0.6627	0.4626	0.6801
0.8844	2.5697	848	0.4429	0.6701	0.4429	0.6655
0.8844	2.5758	850	0.4178	0.6768	0.4178	0.6464
0.8844	2.5818	852	0.4313	0.6818	0.4313	0.6567
0.8844	2.5879	854	0.4174	0.6781	0.4174	0.6461
0.8844	2.5939	856	0.4705	0.6424	0.4705	0.6859
0.8844	2.6	858	0.5216	0.6384	0.5216	0.7223
0.8844	2.6061	860	0.5060	0.6467	0.5060	0.7113
0.8844	2.6121	862	0.4659	0.6448	0.4659	0.6826
0.8844	2.6182	864	0.4663	0.6459	0.4663	0.6829
0.8844	2.6242	866	0.4751	0.6473	0.4751	0.6893
0.8844	2.6303	868	0.4849	0.6579	0.4849	0.6964
0.8844	2.6364	870	0.5389	0.6407	0.5389	0.7341
0.8844	2.6424	872	0.4626	0.6548	0.4626	0.6801
0.8844	2.6485	874	0.4206	0.6862	0.4206	0.6486
0.8844	2.6545	876	0.4286	0.6859	0.4286	0.6547
0.8844	2.6606	878	0.4806	0.6644	0.4806	0.6932
0.8844	2.6667	880	0.5651	0.6516	0.5651	0.7517
0.8844	2.6727	882	0.5024	0.6732	0.5024	0.7088
0.8844	2.6788	884	0.4381	0.6883	0.4381	0.6619
0.8844	2.6848	886	0.4122	0.6798	0.4122	0.6420
0.8844	2.6909	888	0.4156	0.6629	0.4156	0.6447
0.8844	2.6970	890	0.4413	0.6733	0.4413	0.6643
0.8844	2.7030	892	0.5861	0.6261	0.5861	0.7656
0.8844	2.7091	894	0.7910	0.5605	0.7910	0.8894
0.8844	2.7152	896	0.7235	0.5886	0.7235	0.8506
0.8844	2.7212	898	0.5448	0.6163	0.5448	0.7381
0.8844	2.7273	900	0.5244	0.6169	0.5244	0.7241
0.8844	2.7333	902	0.6394	0.5860	0.6394	0.7996
0.8844	2.7394	904	0.7303	0.5514	0.7303	0.8546
0.8844	2.7455	906	0.6337	0.5915	0.6337	0.7961
0.8844	2.7515	908	0.5033	0.6167	0.5033	0.7094
0.8844	2.7576	910	0.4998	0.6183	0.4998	0.7070
0.8844	2.7636	912	0.5659	0.6045	0.5659	0.7523
0.8844	2.7697	914	0.6669	0.5924	0.6669	0.8166
0.8844	2.7758	916	0.5912	0.6126	0.5912	0.7689
0.8844	2.7818	918	0.5091	0.6352	0.5091	0.7135
0.8844	2.7879	920	0.4471	0.6797	0.4471	0.6687
0.8844	2.7939	922	0.4362	0.6869	0.4362	0.6604
0.8844	2.8	924	0.4772	0.6756	0.4772	0.6908
0.8844	2.8061	926	0.5804	0.6229	0.5804	0.7619
0.8844	2.8121	928	0.5262	0.6451	0.5262	0.7254
0.8844	2.8182	930	0.4501	0.6858	0.4501	0.6709
0.8844	2.8242	932	0.4334	0.6777	0.4334	0.6583
0.8844	2.8303	934	0.4480	0.6796	0.4480	0.6693
0.8844	2.8364	936	0.4651	0.6816	0.4651	0.6820
0.8844	2.8424	938	0.4508	0.6914	0.4508	0.6714
0.8844	2.8485	940	0.4395	0.7071	0.4395	0.6630
0.8844	2.8545	942	0.4609	0.6850	0.4609	0.6789
0.8844	2.8606	944	0.4535	0.6838	0.4535	0.6734
0.8844	2.8667	946	0.4347	0.6917	0.4347	0.6593
0.8844	2.8727	948	0.4445	0.6674	0.4445	0.6667
0.8844	2.8788	950	0.5043	0.6564	0.5043	0.7102
0.8844	2.8848	952	0.5714	0.6250	0.5714	0.7559
0.8844	2.8909	954	0.5014	0.6264	0.5014	0.7081
0.8844	2.8970	956	0.4568	0.6369	0.4568	0.6759
0.8844	2.9030	958	0.4811	0.6399	0.4811	0.6936
0.8844	2.9091	960	0.5790	0.6114	0.5790	0.7609
0.8844	2.9152	962	0.5529	0.6129	0.5529	0.7436
0.8844	2.9212	964	0.4720	0.6248	0.4720	0.6870
0.8844	2.9273	966	0.4766	0.6279	0.4766	0.6904
0.8844	2.9333	968	0.5529	0.6134	0.5529	0.7436
0.8844	2.9394	970	0.6507	0.5874	0.6507	0.8066
0.8844	2.9455	972	0.7132	0.5666	0.7132	0.8445
0.8844	2.9515	974	0.6826	0.5667	0.6826	0.8262
0.8844	2.9576	976	0.5462	0.6058	0.5462	0.7391
0.8844	2.9636	978	0.5030	0.6251	0.5030	0.7092
0.8844	2.9697	980	0.5381	0.6009	0.5381	0.7336
0.8844	2.9758	982	0.5580	0.6021	0.5580	0.7470
0.8844	2.9818	984	0.5074	0.6395	0.5074	0.7123
0.8844	2.9879	986	0.4458	0.6519	0.4458	0.6677
0.8844	2.9939	988	0.4427	0.6625	0.4427	0.6653
0.8844	3.0	990	0.4895	0.6574	0.4895	0.6997
0.8844	3.0061	992	0.5160	0.6480	0.5160	0.7183
0.8844	3.0121	994	0.4842	0.6707	0.4842	0.6958
0.8844	3.0182	996	0.4627	0.6796	0.4627	0.6802
0.8844	3.0242	998	0.4958	0.6704	0.4958	0.7041
0.3524	3.0303	1000	0.4870	0.6735	0.4870	0.6978
0.3524	3.0364	1002	0.4476	0.6790	0.4476	0.6691
0.3524	3.0424	1004	0.4492	0.6805	0.4492	0.6702
0.3524	3.0485	1006	0.4996	0.6505	0.4996	0.7068
0.3524	3.0545	1008	0.5481	0.6246	0.5481	0.7403
0.3524	3.0606	1010	0.5242	0.6187	0.5242	0.7240
0.3524	3.0667	1012	0.5192	0.6091	0.5192	0.7206
0.3524	3.0727	1014	0.5106	0.6159	0.5106	0.7146

Framework versions

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