ASAP_FineTuningBERT_Aug_k15_task1_organization_fold4

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: 0.4716
• Qwk: 0.6486
• Mse: 0.4716
• Rmse: 0.6868

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	0.0081	2	11.8710	0.0	11.8710	3.4454
No log	0.0163	4	11.0614	0.0	11.0614	3.3259
No log	0.0244	6	9.5226	0.0	9.5226	3.0859
No log	0.0325	8	7.7653	0.0089	7.7653	2.7866
No log	0.0407	10	6.3897	0.0055	6.3897	2.5278
No log	0.0488	12	5.7147	0.0018	5.7147	2.3905
No log	0.0569	14	4.5414	0.0018	4.5414	2.1310
No log	0.0650	16	3.7334	0.0158	3.7334	1.9322
No log	0.0732	18	3.2901	0.0140	3.2901	1.8139
No log	0.0813	20	2.6744	0.0156	2.6744	1.6354
No log	0.0894	22	2.1384	0.0118	2.1384	1.4623
No log	0.0976	24	1.6811	0.0079	1.6811	1.2966
No log	0.1057	26	1.3504	0.1055	1.3504	1.1621
No log	0.1138	28	1.0455	0.0803	1.0455	1.0225
No log	0.1220	30	0.9430	0.0316	0.9430	0.9711
No log	0.1301	32	0.8352	0.0420	0.8352	0.9139
No log	0.1382	34	0.8635	0.0212	0.8635	0.9292
No log	0.1463	36	0.8660	0.0446	0.8660	0.9306
No log	0.1545	38	0.8360	0.0223	0.8360	0.9144
No log	0.1626	40	0.9122	0.0420	0.9122	0.9551
No log	0.1707	42	0.9523	0.0648	0.9523	0.9759
No log	0.1789	44	0.8199	0.0636	0.8199	0.9055
No log	0.1870	46	1.1211	0.1248	1.1211	1.0588
No log	0.1951	48	1.1363	0.1101	1.1363	1.0660
No log	0.2033	50	1.0061	0.0926	1.0061	1.0030
No log	0.2114	52	0.8805	0.0212	0.8805	0.9384
No log	0.2195	54	0.8992	0.0212	0.8992	0.9483
No log	0.2276	56	0.9005	0.0212	0.9005	0.9490
No log	0.2358	58	0.8605	0.0212	0.8605	0.9276
No log	0.2439	60	0.8823	0.0212	0.8823	0.9393
No log	0.2520	62	0.8409	0.0212	0.8409	0.9170
No log	0.2602	64	0.8300	0.0212	0.8300	0.9110
No log	0.2683	66	0.8312	0.0212	0.8312	0.9117
No log	0.2764	68	0.8282	0.0212	0.8282	0.9100
No log	0.2846	70	0.8346	0.0212	0.8346	0.9136
No log	0.2927	72	0.8642	0.0212	0.8642	0.9296
No log	0.3008	74	0.9731	0.0316	0.9731	0.9865
No log	0.3089	76	0.9082	0.0316	0.9082	0.9530
No log	0.3171	78	0.8127	0.0316	0.8127	0.9015
No log	0.3252	80	0.7891	0.0212	0.7891	0.8883
No log	0.3333	82	0.7750	0.0530	0.7750	0.8803
No log	0.3415	84	0.7497	0.0809	0.7497	0.8659
No log	0.3496	86	0.7233	0.0316	0.7233	0.8505
No log	0.3577	88	0.8169	0.0648	0.8169	0.9038
No log	0.3659	90	0.8997	0.1124	0.8997	0.9485
No log	0.3740	92	0.8096	0.0818	0.8096	0.8998
No log	0.3821	94	0.6955	0.0648	0.6955	0.8340
No log	0.3902	96	0.6928	0.0695	0.6928	0.8323
No log	0.3984	98	0.7379	0.2229	0.7379	0.8590
No log	0.4065	100	0.7129	0.0791	0.7129	0.8443
No log	0.4146	102	0.6933	0.0509	0.6933	0.8326
No log	0.4228	104	0.7946	0.1160	0.7946	0.8914
No log	0.4309	106	0.8486	0.1686	0.8486	0.9212
No log	0.4390	108	0.7368	0.1119	0.7368	0.8584
No log	0.4472	110	0.6978	0.0610	0.6978	0.8354
No log	0.4553	112	0.7457	0.0328	0.7457	0.8636
No log	0.4634	114	0.8194	0.0322	0.8194	0.9052
No log	0.4715	116	0.7840	0.1697	0.7840	0.8855
No log	0.4797	118	0.7086	0.2285	0.7086	0.8418
No log	0.4878	120	0.6728	0.0983	0.6728	0.8202
No log	0.4959	122	0.6559	0.1324	0.6559	0.8099
No log	0.5041	124	0.6732	0.1814	0.6732	0.8205
No log	0.5122	126	0.6450	0.1679	0.6450	0.8031
No log	0.5203	128	0.5905	0.3449	0.5905	0.7685
No log	0.5285	130	0.6275	0.4353	0.6275	0.7922
No log	0.5366	132	0.6263	0.3131	0.6263	0.7914
No log	0.5447	134	0.5986	0.3067	0.5986	0.7737
No log	0.5528	136	0.5539	0.4580	0.5539	0.7443
No log	0.5610	138	0.5462	0.4945	0.5462	0.7391
No log	0.5691	140	0.5636	0.5299	0.5636	0.7507
No log	0.5772	142	0.5311	0.5088	0.5311	0.7288
No log	0.5854	144	0.5183	0.4948	0.5183	0.7200
No log	0.5935	146	0.5415	0.3847	0.5415	0.7359
No log	0.6016	148	0.6319	0.2973	0.6319	0.7949
No log	0.6098	150	0.5182	0.4799	0.5182	0.7199
No log	0.6179	152	0.5965	0.5169	0.5965	0.7723
No log	0.6260	154	0.7340	0.4570	0.7340	0.8567
No log	0.6341	156	0.6901	0.4886	0.6901	0.8307
No log	0.6423	158	0.6091	0.5007	0.6091	0.7805
No log	0.6504	160	0.5540	0.4990	0.5540	0.7443
No log	0.6585	162	0.5420	0.4285	0.5420	0.7362
No log	0.6667	164	0.5390	0.3263	0.5390	0.7342
No log	0.6748	166	0.5496	0.2499	0.5496	0.7414
No log	0.6829	168	0.5442	0.2499	0.5442	0.7377
No log	0.6911	170	0.5256	0.5176	0.5256	0.7250
No log	0.6992	172	0.5304	0.5867	0.5304	0.7283
No log	0.7073	174	0.5638	0.5611	0.5638	0.7509
No log	0.7154	176	0.5608	0.5097	0.5608	0.7489
No log	0.7236	178	0.5447	0.5875	0.5447	0.7380
No log	0.7317	180	0.5171	0.5948	0.5171	0.7191
No log	0.7398	182	0.4856	0.5772	0.4856	0.6969
No log	0.7480	184	0.5002	0.5895	0.5002	0.7072
No log	0.7561	186	0.4958	0.5882	0.4958	0.7041
No log	0.7642	188	0.4791	0.5303	0.4791	0.6922
No log	0.7724	190	0.5198	0.4536	0.5198	0.7210
No log	0.7805	192	0.4751	0.6025	0.4751	0.6893
No log	0.7886	194	0.6466	0.5796	0.6466	0.8041
No log	0.7967	196	0.6600	0.5687	0.6600	0.8124
No log	0.8049	198	0.5644	0.5300	0.5644	0.7513
No log	0.8130	200	0.5392	0.5078	0.5392	0.7343
No log	0.8211	202	0.5386	0.5267	0.5386	0.7339
No log	0.8293	204	0.5582	0.5913	0.5582	0.7471
No log	0.8374	206	0.5995	0.5891	0.5995	0.7743
No log	0.8455	208	0.5169	0.6205	0.5169	0.7190
No log	0.8537	210	0.4654	0.5280	0.4654	0.6822
No log	0.8618	212	0.4570	0.5865	0.4570	0.6760
No log	0.8699	214	0.4834	0.6033	0.4834	0.6953
No log	0.8780	216	0.4952	0.5615	0.4952	0.7037
No log	0.8862	218	0.5089	0.5164	0.5089	0.7134
No log	0.8943	220	0.5065	0.5188	0.5065	0.7117
No log	0.9024	222	0.5618	0.6138	0.5618	0.7495
No log	0.9106	224	0.5809	0.6027	0.5809	0.7622
No log	0.9187	226	0.6537	0.5841	0.6537	0.8085
No log	0.9268	228	0.6236	0.5984	0.6236	0.7897
No log	0.9350	230	0.4934	0.5955	0.4934	0.7024
No log	0.9431	232	0.4620	0.4625	0.4620	0.6797
No log	0.9512	234	0.4577	0.4649	0.4577	0.6765
No log	0.9593	236	0.4445	0.5612	0.4445	0.6667
No log	0.9675	238	0.4837	0.6070	0.4837	0.6955
No log	0.9756	240	0.5393	0.6275	0.5393	0.7344
No log	0.9837	242	0.4849	0.5646	0.4849	0.6964
No log	0.9919	244	0.4818	0.5683	0.4818	0.6941
No log	1.0	246	0.5191	0.6032	0.5191	0.7205
No log	1.0081	248	0.4708	0.6011	0.4708	0.6862
No log	1.0163	250	0.4508	0.5326	0.4508	0.6714
No log	1.0244	252	0.4643	0.4841	0.4643	0.6814
No log	1.0325	254	0.4571	0.5616	0.4571	0.6761
No log	1.0407	256	0.4812	0.5942	0.4812	0.6937
No log	1.0488	258	0.4774	0.5888	0.4774	0.6909
No log	1.0569	260	0.5073	0.5953	0.5073	0.7122
No log	1.0650	262	0.5101	0.6022	0.5101	0.7142
No log	1.0732	264	0.5230	0.6332	0.5230	0.7232
No log	1.0813	266	0.5285	0.6354	0.5285	0.7270
No log	1.0894	268	0.5051	0.6341	0.5051	0.7107
No log	1.0976	270	0.4931	0.6331	0.4931	0.7022
No log	1.1057	272	0.4821	0.6308	0.4821	0.6944
No log	1.1138	274	0.4410	0.5707	0.4410	0.6641
No log	1.1220	276	0.4428	0.5511	0.4428	0.6654
No log	1.1301	278	0.4648	0.6022	0.4648	0.6818
No log	1.1382	280	0.4564	0.5715	0.4564	0.6756
No log	1.1463	282	0.4653	0.6012	0.4653	0.6821
No log	1.1545	284	0.4438	0.5671	0.4438	0.6662
No log	1.1626	286	0.4443	0.5561	0.4443	0.6665
No log	1.1707	288	0.4448	0.5469	0.4448	0.6669
No log	1.1789	290	0.4866	0.6115	0.4866	0.6975
No log	1.1870	292	0.6181	0.6612	0.6181	0.7862
No log	1.1951	294	0.5663	0.5875	0.5663	0.7525
No log	1.2033	296	0.5078	0.5549	0.5078	0.7126
No log	1.2114	298	0.5504	0.5895	0.5504	0.7419
No log	1.2195	300	0.6929	0.6318	0.6929	0.8324
No log	1.2276	302	0.5979	0.6105	0.5979	0.7732
No log	1.2358	304	0.4425	0.5745	0.4425	0.6652
No log	1.2439	306	0.5338	0.4274	0.5338	0.7306
No log	1.2520	308	0.5486	0.4314	0.5486	0.7407
No log	1.2602	310	0.4503	0.5453	0.4503	0.6711
No log	1.2683	312	0.4643	0.6143	0.4643	0.6814
No log	1.2764	314	0.4791	0.6306	0.4791	0.6921
No log	1.2846	316	0.5009	0.5588	0.5009	0.7078
No log	1.2927	318	0.5246	0.5373	0.5246	0.7243
No log	1.3008	320	0.5350	0.5164	0.5350	0.7314
No log	1.3089	322	0.4584	0.6234	0.4584	0.6771
No log	1.3171	324	0.5706	0.6907	0.5706	0.7554
No log	1.3252	326	0.6153	0.6807	0.6153	0.7844
No log	1.3333	328	0.4929	0.5840	0.4929	0.7021
No log	1.3415	330	0.4682	0.5541	0.4682	0.6843
No log	1.3496	332	0.4725	0.6009	0.4725	0.6874
No log	1.3577	334	0.5438	0.6612	0.5438	0.7374
No log	1.3659	336	0.4982	0.6338	0.4982	0.7058
No log	1.3740	338	0.4263	0.5733	0.4263	0.6529
No log	1.3821	340	0.4282	0.5038	0.4282	0.6543
No log	1.3902	342	0.4242	0.5615	0.4242	0.6513
No log	1.3984	344	0.5372	0.6168	0.5372	0.7329
No log	1.4065	346	0.6758	0.6228	0.6758	0.8221
No log	1.4146	348	0.5934	0.6404	0.5934	0.7703
No log	1.4228	350	0.4416	0.6102	0.4416	0.6646
No log	1.4309	352	0.4273	0.5515	0.4273	0.6537
No log	1.4390	354	0.4456	0.5846	0.4456	0.6676
No log	1.4472	356	0.5918	0.6615	0.5918	0.7693
No log	1.4553	358	0.8345	0.6402	0.8345	0.9135
No log	1.4634	360	0.8675	0.6089	0.8675	0.9314
No log	1.4715	362	0.6806	0.6409	0.6806	0.8250
No log	1.4797	364	0.4955	0.6041	0.4955	0.7039
No log	1.4878	366	0.4536	0.6041	0.4536	0.6735
No log	1.4959	368	0.4469	0.6187	0.4469	0.6685
No log	1.5041	370	0.4479	0.6229	0.4479	0.6692
No log	1.5122	372	0.5243	0.6335	0.5243	0.7241
No log	1.5203	374	0.5257	0.6231	0.5257	0.7250
No log	1.5285	376	0.4248	0.6076	0.4248	0.6517
No log	1.5366	378	0.4218	0.5798	0.4218	0.6495
No log	1.5447	380	0.4670	0.6041	0.4670	0.6834
No log	1.5528	382	0.5152	0.6093	0.5152	0.7177
No log	1.5610	384	0.4583	0.6029	0.4583	0.6770
No log	1.5691	386	0.4278	0.5568	0.4278	0.6541
No log	1.5772	388	0.4344	0.5222	0.4344	0.6591
No log	1.5854	390	0.4294	0.5461	0.4294	0.6553
No log	1.5935	392	0.4579	0.6027	0.4579	0.6767
No log	1.6016	394	0.5569	0.6198	0.5569	0.7463
No log	1.6098	396	0.5664	0.5999	0.5664	0.7526
No log	1.6179	398	0.4884	0.5161	0.4884	0.6988
No log	1.6260	400	0.4755	0.5068	0.4755	0.6896
No log	1.6341	402	0.4792	0.5465	0.4792	0.6922
No log	1.6423	404	0.5129	0.5880	0.5129	0.7162
No log	1.6504	406	0.4889	0.5653	0.4889	0.6992
No log	1.6585	408	0.4667	0.5286	0.4667	0.6832
No log	1.6667	410	0.4543	0.5254	0.4543	0.6740
No log	1.6748	412	0.4527	0.5698	0.4527	0.6729
No log	1.6829	414	0.4523	0.5262	0.4523	0.6725
No log	1.6911	416	0.4658	0.5443	0.4658	0.6825
No log	1.6992	418	0.5240	0.5661	0.5240	0.7238
No log	1.7073	420	0.5774	0.5841	0.5774	0.7599
No log	1.7154	422	0.5871	0.5588	0.5871	0.7663
No log	1.7236	424	0.6199	0.5858	0.6199	0.7873
No log	1.7317	426	0.6171	0.6087	0.6171	0.7856
No log	1.7398	428	0.5248	0.5979	0.5248	0.7244
No log	1.7480	430	0.4574	0.5672	0.4574	0.6763
No log	1.7561	432	0.4742	0.6034	0.4742	0.6886
No log	1.7642	434	0.5592	0.6543	0.5592	0.7478
No log	1.7724	436	0.5655	0.6641	0.5655	0.7520
No log	1.7805	438	0.5092	0.6476	0.5092	0.7136
No log	1.7886	440	0.4533	0.6149	0.4533	0.6733
No log	1.7967	442	0.4379	0.5702	0.4379	0.6617
No log	1.8049	444	0.4759	0.6017	0.4759	0.6899
No log	1.8130	446	0.7219	0.6544	0.7219	0.8497
No log	1.8211	448	0.8820	0.6068	0.8820	0.9391
No log	1.8293	450	0.7628	0.6483	0.7628	0.8734
No log	1.8374	452	0.5244	0.6264	0.5244	0.7242
No log	1.8455	454	0.4774	0.6123	0.4774	0.6909
No log	1.8537	456	0.5526	0.6473	0.5526	0.7433
No log	1.8618	458	0.6540	0.6614	0.6540	0.8087
No log	1.8699	460	0.7421	0.6654	0.7421	0.8614
No log	1.8780	462	0.6168	0.6413	0.6168	0.7854
No log	1.8862	464	0.4817	0.6242	0.4817	0.6941
No log	1.8943	466	0.4460	0.6213	0.4460	0.6678
No log	1.9024	468	0.4921	0.6338	0.4921	0.7015
No log	1.9106	470	0.6189	0.6578	0.6189	0.7867
No log	1.9187	472	0.5745	0.6250	0.5745	0.7580
No log	1.9268	474	0.4402	0.6107	0.4402	0.6635
No log	1.9350	476	0.4232	0.5742	0.4232	0.6505
No log	1.9431	478	0.4228	0.6029	0.4228	0.6503
No log	1.9512	480	0.5082	0.6426	0.5082	0.7129
No log	1.9593	482	0.5297	0.6583	0.5297	0.7278
No log	1.9675	484	0.4566	0.6191	0.4566	0.6757
No log	1.9756	486	0.4425	0.6108	0.4425	0.6652
No log	1.9837	488	0.4282	0.5508	0.4282	0.6544
No log	1.9919	490	0.4343	0.5412	0.4343	0.6590
No log	2.0	492	0.4746	0.5959	0.4746	0.6889
No log	2.0081	494	0.7071	0.6445	0.7071	0.8409
No log	2.0163	496	0.8773	0.6153	0.8773	0.9366
No log	2.0244	498	0.7762	0.6207	0.7762	0.8810
0.6268	2.0325	500	0.5752	0.5803	0.5752	0.7584
0.6268	2.0407	502	0.4891	0.4590	0.4891	0.6993
0.6268	2.0488	504	0.4751	0.4659	0.4751	0.6892
0.6268	2.0569	506	0.4675	0.5228	0.4675	0.6837
0.6268	2.0650	508	0.5497	0.6233	0.5497	0.7414
0.6268	2.0732	510	0.7898	0.6418	0.7898	0.8887
0.6268	2.0813	512	0.8123	0.6487	0.8123	0.9013
0.6268	2.0894	514	0.5985	0.6812	0.5985	0.7736
0.6268	2.0976	516	0.4250	0.5705	0.4250	0.6519
0.6268	2.1057	518	0.4542	0.4972	0.4542	0.6740
0.6268	2.1138	520	0.4276	0.5536	0.4276	0.6539
0.6268	2.1220	522	0.4687	0.6482	0.4687	0.6846
0.6268	2.1301	524	0.5923	0.6987	0.5923	0.7696
0.6268	2.1382	526	0.6039	0.7075	0.6039	0.7771
0.6268	2.1463	528	0.4792	0.6438	0.4792	0.6923
0.6268	2.1545	530	0.4193	0.5706	0.4193	0.6475
0.6268	2.1626	532	0.4200	0.5740	0.4200	0.6480
0.6268	2.1707	534	0.4669	0.6305	0.4669	0.6833
0.6268	2.1789	536	0.5226	0.6653	0.5226	0.7229
0.6268	2.1870	538	0.4732	0.6363	0.4732	0.6879
0.6268	2.1951	540	0.4517	0.5937	0.4517	0.6721
0.6268	2.2033	542	0.4672	0.6127	0.4672	0.6835
0.6268	2.2114	544	0.5081	0.6558	0.5081	0.7128
0.6268	2.2195	546	0.5285	0.6619	0.5285	0.7270
0.6268	2.2276	548	0.5628	0.6523	0.5628	0.7502
0.6268	2.2358	550	0.5232	0.6036	0.5232	0.7233
0.6268	2.2439	552	0.5008	0.6509	0.5008	0.7077
0.6268	2.2520	554	0.4573	0.6281	0.4573	0.6762
0.6268	2.2602	556	0.4598	0.6499	0.4598	0.6781
0.6268	2.2683	558	0.4811	0.6623	0.4811	0.6936
0.6268	2.2764	560	0.4464	0.6333	0.4464	0.6681
0.6268	2.2846	562	0.4197	0.5652	0.4197	0.6478
0.6268	2.2927	564	0.4209	0.5632	0.4209	0.6488
0.6268	2.3008	566	0.4138	0.5680	0.4138	0.6433
0.6268	2.3089	568	0.4169	0.5793	0.4169	0.6457
0.6268	2.3171	570	0.4528	0.6439	0.4528	0.6729
0.6268	2.3252	572	0.4798	0.6577	0.4798	0.6927
0.6268	2.3333	574	0.6117	0.6937	0.6117	0.7821
0.6268	2.3415	576	0.6720	0.6937	0.6720	0.8197
0.6268	2.3496	578	0.5572	0.6453	0.5572	0.7464
0.6268	2.3577	580	0.5173	0.6239	0.5173	0.7192
0.6268	2.3659	582	0.5338	0.6540	0.5338	0.7306
0.6268	2.3740	584	0.5713	0.6626	0.5713	0.7559
0.6268	2.3821	586	0.4834	0.6685	0.4834	0.6953
0.6268	2.3902	588	0.4224	0.5729	0.4224	0.6499
0.6268	2.3984	590	0.4212	0.5755	0.4212	0.6490
0.6268	2.4065	592	0.4606	0.6501	0.4606	0.6787
0.6268	2.4146	594	0.5215	0.6793	0.5215	0.7222
0.6268	2.4228	596	0.5078	0.6664	0.5078	0.7126
0.6268	2.4309	598	0.4940	0.6613	0.4940	0.7028
0.6268	2.4390	600	0.5313	0.6619	0.5313	0.7289
0.6268	2.4472	602	0.4950	0.6239	0.4950	0.7036
0.6268	2.4553	604	0.4960	0.6135	0.4960	0.7042
0.6268	2.4634	606	0.5292	0.6168	0.5292	0.7275
0.6268	2.4715	608	0.6674	0.6516	0.6674	0.8169
0.6268	2.4797	610	0.6680	0.6336	0.6680	0.8173
0.6268	2.4878	612	0.5350	0.5686	0.5350	0.7315
0.6268	2.4959	614	0.4996	0.5554	0.4996	0.7068
0.6268	2.5041	616	0.4771	0.5778	0.4771	0.6907
0.6268	2.5122	618	0.4620	0.5798	0.4620	0.6797
0.6268	2.5203	620	0.5323	0.6474	0.5323	0.7296
0.6268	2.5285	622	0.5154	0.6396	0.5154	0.7179
0.6268	2.5366	624	0.4640	0.6287	0.4640	0.6812
0.6268	2.5447	626	0.4529	0.6069	0.4529	0.6730
0.6268	2.5528	628	0.4746	0.6439	0.4746	0.6889
0.6268	2.5610	630	0.5773	0.6953	0.5773	0.7598
0.6268	2.5691	632	0.5302	0.6693	0.5302	0.7282
0.6268	2.5772	634	0.4783	0.6551	0.4783	0.6916
0.6268	2.5854	636	0.4440	0.5605	0.4440	0.6663
0.6268	2.5935	638	0.4416	0.5544	0.4416	0.6645
0.6268	2.6016	640	0.4527	0.6082	0.4527	0.6728
0.6268	2.6098	642	0.5399	0.6770	0.5399	0.7348
0.6268	2.6179	644	0.6119	0.6886	0.6119	0.7823
0.6268	2.6260	646	0.5347	0.6619	0.5347	0.7312
0.6268	2.6341	648	0.5003	0.6007	0.5003	0.7073
0.6268	2.6423	650	0.5212	0.6160	0.5212	0.7220
0.6268	2.6504	652	0.5118	0.5967	0.5118	0.7154
0.6268	2.6585	654	0.4977	0.5835	0.4977	0.7055
0.6268	2.6667	656	0.5907	0.6410	0.5907	0.7686
0.6268	2.6748	658	0.7013	0.6846	0.7013	0.8375
0.6268	2.6829	660	0.5961	0.6768	0.5961	0.7721
0.6268	2.6911	662	0.4835	0.6169	0.4835	0.6954
0.6268	2.6992	664	0.4686	0.6037	0.4686	0.6846
0.6268	2.7073	666	0.4605	0.5982	0.4605	0.6786
0.6268	2.7154	668	0.4611	0.5760	0.4611	0.6791
0.6268	2.7236	670	0.5088	0.5167	0.5088	0.7133
0.6268	2.7317	672	0.4737	0.5424	0.4737	0.6883
0.6268	2.7398	674	0.4513	0.6016	0.4513	0.6718
0.6268	2.7480	676	0.5148	0.6627	0.5148	0.7175
0.6268	2.7561	678	0.4799	0.6111	0.4799	0.6928
0.6268	2.7642	680	0.4507	0.5682	0.4507	0.6714
0.6268	2.7724	682	0.4629	0.5798	0.4629	0.6804
0.6268	2.7805	684	0.5827	0.6665	0.5827	0.7634
0.6268	2.7886	686	0.6651	0.6698	0.6651	0.8156
0.6268	2.7967	688	0.5608	0.6392	0.5608	0.7489
0.6268	2.8049	690	0.4771	0.5963	0.4771	0.6907
0.6268	2.8130	692	0.4906	0.6096	0.4906	0.7004
0.6268	2.8211	694	0.5997	0.6477	0.5997	0.7744
0.6268	2.8293	696	0.7230	0.6650	0.7230	0.8503
0.6268	2.8374	698	0.7070	0.6600	0.7070	0.8409
0.6268	2.8455	700	0.5583	0.5992	0.5583	0.7472
0.6268	2.8537	702	0.4738	0.4976	0.4738	0.6884
0.6268	2.8618	704	0.4621	0.4773	0.4621	0.6798
0.6268	2.8699	706	0.4617	0.5662	0.4617	0.6795
0.6268	2.8780	708	0.5449	0.6569	0.5449	0.7382
0.6268	2.8862	710	0.5538	0.6650	0.5538	0.7442
0.6268	2.8943	712	0.4795	0.6381	0.4795	0.6924
0.6268	2.9024	714	0.4429	0.5745	0.4429	0.6655
0.6268	2.9106	716	0.4470	0.5989	0.4470	0.6686
0.6268	2.9187	718	0.4635	0.6324	0.4635	0.6808
0.6268	2.9268	720	0.4945	0.6570	0.4945	0.7032
0.6268	2.9350	722	0.4506	0.6379	0.4506	0.6713
0.6268	2.9431	724	0.4494	0.5582	0.4494	0.6704
0.6268	2.9512	726	0.4481	0.5862	0.4481	0.6694
0.6268	2.9593	728	0.5070	0.6732	0.5070	0.7121
0.6268	2.9675	730	0.6498	0.7037	0.6498	0.8061
0.6268	2.9756	732	0.6124	0.6914	0.6124	0.7826
0.6268	2.9837	734	0.5997	0.6706	0.5997	0.7744
0.6268	2.9919	736	0.5811	0.6765	0.5811	0.7623
0.6268	3.0	738	0.7132	0.6863	0.7132	0.8445
0.6268	3.0081	740	0.7182	0.6833	0.7182	0.8475
0.6268	3.0163	742	0.5916	0.6887	0.5916	0.7691
0.6268	3.0244	744	0.5036	0.6488	0.5036	0.7096
0.6268	3.0325	746	0.5085	0.6533	0.5085	0.7131
0.6268	3.0407	748	0.5119	0.6451	0.5119	0.7155
0.6268	3.0488	750	0.5851	0.6941	0.5851	0.7649
0.6268	3.0569	752	0.6308	0.7082	0.6308	0.7942
0.6268	3.0650	754	0.5918	0.6884	0.5918	0.7693
0.6268	3.0732	756	0.4970	0.6161	0.4970	0.7050
0.6268	3.0813	758	0.4867	0.6123	0.4867	0.6976
0.6268	3.0894	760	0.5525	0.6584	0.5525	0.7433
0.6268	3.0976	762	0.6670	0.7025	0.6670	0.8167
0.6268	3.1057	764	0.6095	0.6887	0.6095	0.7807
0.6268	3.1138	766	0.4633	0.6280	0.4633	0.6806
0.6268	3.1220	768	0.4434	0.5995	0.4434	0.6659
0.6268	3.1301	770	0.4618	0.6425	0.4618	0.6796
0.6268	3.1382	772	0.4662	0.6445	0.4662	0.6828
0.6268	3.1463	774	0.4476	0.6218	0.4476	0.6691
0.6268	3.1545	776	0.4875	0.6549	0.4875	0.6982
0.6268	3.1626	778	0.6239	0.7113	0.6239	0.7899
0.6268	3.1707	780	0.7002	0.6966	0.7002	0.8368
0.6268	3.1789	782	0.6643	0.6915	0.6643	0.8151
0.6268	3.1870	784	0.7150	0.6826	0.7150	0.8456
0.6268	3.1951	786	0.6081	0.7037	0.6081	0.7798
0.6268	3.2033	788	0.5705	0.6779	0.5705	0.7553
0.6268	3.2114	790	0.5599	0.6790	0.5599	0.7483
0.6268	3.2195	792	0.5508	0.6664	0.5508	0.7422
0.6268	3.2276	794	0.6772	0.7019	0.6772	0.8229
0.6268	3.2358	796	0.6849	0.6952	0.6849	0.8276
0.6268	3.2439	798	0.5405	0.6491	0.5405	0.7352
0.6268	3.2520	800	0.5431	0.6421	0.5431	0.7369
0.6268	3.2602	802	0.6758	0.6872	0.6758	0.8221
0.6268	3.2683	804	0.6748	0.6886	0.6748	0.8214
0.6268	3.2764	806	0.5054	0.6429	0.5054	0.7109
0.6268	3.2846	808	0.4522	0.5716	0.4522	0.6725
0.6268	3.2927	810	0.4508	0.6030	0.4508	0.6714
0.6268	3.3008	812	0.5395	0.6747	0.5395	0.7345
0.6268	3.3089	814	0.6316	0.7008	0.6316	0.7948
0.6268	3.3171	816	0.5454	0.6694	0.5454	0.7385
0.6268	3.3252	818	0.4404	0.5852	0.4404	0.6636
0.6268	3.3333	820	0.4739	0.5099	0.4739	0.6884
0.6268	3.3415	822	0.4500	0.5563	0.4500	0.6708
0.6268	3.3496	824	0.4509	0.6577	0.4509	0.6715
0.6268	3.3577	826	0.5290	0.6747	0.5290	0.7273
0.6268	3.3659	828	0.5050	0.6739	0.5050	0.7106
0.6268	3.3740	830	0.4687	0.5713	0.4687	0.6846
0.6268	3.3821	832	0.4603	0.5499	0.4603	0.6785
0.6268	3.3902	834	0.4777	0.5924	0.4777	0.6912
0.6268	3.3984	836	0.4889	0.5906	0.4889	0.6992
0.6268	3.4065	838	0.4872	0.5998	0.4872	0.6980
0.6268	3.4146	840	0.4521	0.5747	0.4521	0.6724
0.6268	3.4228	842	0.4416	0.5809	0.4416	0.6645
0.6268	3.4309	844	0.4455	0.6175	0.4455	0.6675
0.6268	3.4390	846	0.4418	0.6172	0.4418	0.6647
0.6268	3.4472	848	0.4446	0.5874	0.4446	0.6668
0.6268	3.4553	850	0.4605	0.6266	0.4605	0.6786
0.6268	3.4634	852	0.4655	0.6152	0.4655	0.6823
0.6268	3.4715	854	0.5067	0.6355	0.5067	0.7118
0.6268	3.4797	856	0.5994	0.6531	0.5994	0.7742
0.6268	3.4878	858	0.6100	0.6025	0.6100	0.7810
0.6268	3.4959	860	0.6826	0.6095	0.6826	0.8262
0.6268	3.5041	862	0.6773	0.6068	0.6773	0.8230
0.6268	3.5122	864	0.6840	0.6269	0.6840	0.8270
0.6268	3.5203	866	0.6972	0.6605	0.6972	0.8350
0.6268	3.5285	868	0.5993	0.6428	0.5993	0.7741
0.6268	3.5366	870	0.5278	0.6170	0.5278	0.7265
0.6268	3.5447	872	0.5030	0.6177	0.5030	0.7092
0.6268	3.5528	874	0.5326	0.6541	0.5326	0.7298
0.6268	3.5610	876	0.5300	0.6626	0.5300	0.7280
0.6268	3.5691	878	0.4645	0.6028	0.4645	0.6815
0.6268	3.5772	880	0.4635	0.6062	0.4635	0.6808
0.6268	3.5854	882	0.5375	0.6754	0.5375	0.7331
0.6268	3.5935	884	0.6049	0.6981	0.6049	0.7778
0.6268	3.6016	886	0.5213	0.6527	0.5213	0.7220
0.6268	3.6098	888	0.4580	0.5747	0.4580	0.6768
0.6268	3.6179	890	0.4613	0.5827	0.4613	0.6792
0.6268	3.6260	892	0.4835	0.6136	0.4835	0.6953
0.6268	3.6341	894	0.4949	0.6137	0.4949	0.7035
0.6268	3.6423	896	0.4720	0.6013	0.4720	0.6870
0.6268	3.6504	898	0.4596	0.5668	0.4596	0.6780
0.6268	3.6585	900	0.4930	0.6242	0.4930	0.7021
0.6268	3.6667	902	0.5224	0.6470	0.5224	0.7228
0.6268	3.6748	904	0.4809	0.5955	0.4809	0.6935
0.6268	3.6829	906	0.4607	0.5440	0.4607	0.6787
0.6268	3.6911	908	0.4639	0.5652	0.4639	0.6811
0.6268	3.6992	910	0.4887	0.6253	0.4887	0.6991
0.6268	3.7073	912	0.4910	0.6287	0.4910	0.7007
0.6268	3.7154	914	0.4391	0.5710	0.4391	0.6627
0.6268	3.7236	916	0.4491	0.5037	0.4491	0.6701
0.6268	3.7317	918	0.4411	0.5322	0.4411	0.6641
0.6268	3.7398	920	0.4586	0.5979	0.4586	0.6772
0.6268	3.7480	922	0.5632	0.6519	0.5632	0.7505
0.6268	3.7561	924	0.5536	0.6380	0.5536	0.7441
0.6268	3.7642	926	0.4720	0.5841	0.4720	0.6870
0.6268	3.7724	928	0.4601	0.5368	0.4601	0.6783
0.6268	3.7805	930	0.4568	0.5439	0.4568	0.6759
0.6268	3.7886	932	0.4997	0.6234	0.4997	0.7069
0.6268	3.7967	934	0.6731	0.7050	0.6731	0.8204
0.6268	3.8049	936	0.6771	0.7050	0.6771	0.8228
0.6268	3.8130	938	0.5294	0.6527	0.5294	0.7276
0.6268	3.8211	940	0.4535	0.5677	0.4535	0.6735
0.6268	3.8293	942	0.4481	0.5781	0.4481	0.6694
0.6268	3.8374	944	0.4533	0.6023	0.4533	0.6733
0.6268	3.8455	946	0.4942	0.6471	0.4942	0.7030
0.6268	3.8537	948	0.4960	0.6474	0.4960	0.7043
0.6268	3.8618	950	0.4647	0.5897	0.4647	0.6817
0.6268	3.8699	952	0.4781	0.6048	0.4781	0.6915
0.6268	3.8780	954	0.5367	0.6488	0.5367	0.7326
0.6268	3.8862	956	0.6155	0.6908	0.6155	0.7846
0.6268	3.8943	958	0.6030	0.6682	0.6030	0.7766
0.6268	3.9024	960	0.5045	0.6219	0.5045	0.7103
0.6268	3.9106	962	0.4884	0.5986	0.4884	0.6988
0.6268	3.9187	964	0.5305	0.6275	0.5305	0.7283
0.6268	3.9268	966	0.6428	0.6661	0.6428	0.8018
0.6268	3.9350	968	0.6041	0.6662	0.6041	0.7772
0.6268	3.9431	970	0.5428	0.6306	0.5428	0.7368
0.6268	3.9512	972	0.5101	0.5962	0.5101	0.7142
0.6268	3.9593	974	0.5270	0.6100	0.5270	0.7260
0.6268	3.9675	976	0.5926	0.6359	0.5926	0.7698
0.6268	3.9756	978	0.6032	0.6398	0.6032	0.7767
0.6268	3.9837	980	0.5493	0.6172	0.5493	0.7412
0.6268	3.9919	982	0.5304	0.6082	0.5304	0.7283
0.6268	4.0	984	0.5812	0.6381	0.5812	0.7623
0.6268	4.0081	986	0.6137	0.6470	0.6137	0.7834
0.6268	4.0163	988	0.5783	0.6511	0.5783	0.7605
0.6268	4.0244	990	0.5730	0.6578	0.5730	0.7569
0.6268	4.0325	992	0.5229	0.6196	0.5229	0.7231
0.6268	4.0407	994	0.4729	0.5878	0.4729	0.6877
0.6268	4.0488	996	0.4801	0.5945	0.4801	0.6929
0.6268	4.0569	998	0.5734	0.6590	0.5734	0.7572
0.1962	4.0650	1000	0.6117	0.6846	0.6117	0.7821
0.1962	4.0732	1002	0.5171	0.6401	0.5171	0.7191
0.1962	4.0813	1004	0.4778	0.6181	0.4778	0.6912
0.1962	4.0894	1006	0.4827	0.6206	0.4827	0.6948
0.1962	4.0976	1008	0.5595	0.6764	0.5595	0.7480
0.1962	4.1057	1010	0.6229	0.7049	0.6229	0.7892
0.1962	4.1138	1012	0.5480	0.6935	0.5480	0.7403
0.1962	4.1220	1014	0.4774	0.6477	0.4774	0.6910
0.1962	4.1301	1016	0.4526	0.6114	0.4526	0.6728
0.1962	4.1382	1018	0.4737	0.6280	0.4737	0.6883
0.1962	4.1463	1020	0.5588	0.7044	0.5588	0.7475
0.1962	4.1545	1022	0.6086	0.7279	0.6086	0.7801
0.1962	4.1626	1024	0.5440	0.6906	0.5440	0.7375
0.1962	4.1707	1026	0.5028	0.6238	0.5028	0.7091
0.1962	4.1789	1028	0.5083	0.6407	0.5083	0.7130
0.1962	4.1870	1030	0.5435	0.6926	0.5435	0.7372
0.1962	4.1951	1032	0.5658	0.7057	0.5658	0.7522
0.1962	4.2033	1034	0.5187	0.6780	0.5187	0.7202
0.1962	4.2114	1036	0.5008	0.6628	0.5008	0.7077
0.1962	4.2195	1038	0.4705	0.6029	0.4705	0.6860
0.1962	4.2276	1040	0.4817	0.6433	0.4817	0.6940
0.1962	4.2358	1042	0.4716	0.6486	0.4716	0.6868

Framework versions

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