ASAP_FineTuningBERT_Aug_k15_task1_organization_fold0

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: 0.4925
• Qwk: 0.5318
• Mse: 0.4925
• Rmse: 0.7018

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	12.5014	0.0	12.5014	3.5357
No log	0.0162	4	10.4617	0.0	10.4617	3.2345
No log	0.0243	6	9.4215	0.0	9.4215	3.0695
No log	0.0324	8	8.5027	0.0218	8.5027	2.9159
No log	0.0405	10	7.4356	0.0054	7.4356	2.7268
No log	0.0486	12	6.4089	0.0	6.4089	2.5316
No log	0.0567	14	5.5181	0.0	5.5181	2.3491
No log	0.0648	16	4.6133	0.0	4.6133	2.1479
No log	0.0729	18	3.5585	0.0252	3.5585	1.8864
No log	0.0810	20	2.6954	0.0115	2.6954	1.6418
No log	0.0891	22	2.0811	0.0115	2.0811	1.4426
No log	0.0972	24	1.3887	0.1716	1.3887	1.1784
No log	0.1053	26	1.0123	0.0714	1.0123	1.0061
No log	0.1134	28	0.8492	0.0316	0.8492	0.9215
No log	0.1215	30	0.7511	0.0316	0.7511	0.8667
No log	0.1296	32	0.7493	0.0496	0.7493	0.8656
No log	0.1377	34	0.7744	0.0316	0.7744	0.8800
No log	0.1457	36	0.8696	0.0316	0.8696	0.9325
No log	0.1538	38	0.9355	0.0316	0.9355	0.9672
No log	0.1619	40	0.8424	0.0316	0.8424	0.9178
No log	0.1700	42	0.7361	0.0316	0.7361	0.8579
No log	0.1781	44	0.7336	0.0324	0.7336	0.8565
No log	0.1862	46	0.7359	0.0316	0.7359	0.8579
No log	0.1943	48	0.7820	0.0316	0.7820	0.8843
No log	0.2024	50	0.7687	0.0316	0.7687	0.8767
No log	0.2105	52	0.7752	0.0316	0.7752	0.8804
No log	0.2186	54	0.7202	0.0212	0.7202	0.8486
No log	0.2267	56	0.7389	0.0212	0.7389	0.8596
No log	0.2348	58	0.8202	0.0212	0.8202	0.9057
No log	0.2429	60	0.8494	0.0212	0.8494	0.9217
No log	0.2510	62	0.7598	0.0212	0.7598	0.8717
No log	0.2591	64	0.7209	0.0212	0.7209	0.8491
No log	0.2672	66	0.6891	0.0212	0.6891	0.8301
No log	0.2753	68	0.6966	0.0316	0.6966	0.8347
No log	0.2834	70	0.9942	0.1715	0.9942	0.9971
No log	0.2915	72	1.1134	0.2058	1.1134	1.0552
No log	0.2996	74	0.7953	0.0944	0.7953	0.8918
No log	0.3077	76	0.6492	0.0417	0.6492	0.8057
No log	0.3158	78	0.6786	0.1635	0.6786	0.8238
No log	0.3239	80	0.7000	0.2893	0.7000	0.8367
No log	0.3320	82	0.6911	0.2013	0.6911	0.8313
No log	0.3401	84	0.6716	0.2199	0.6716	0.8195
No log	0.3482	86	0.6511	0.0953	0.6511	0.8069
No log	0.3563	88	0.6526	0.0520	0.6526	0.8078
No log	0.3644	90	0.6242	0.0915	0.6242	0.7901
No log	0.3725	92	0.6181	0.1577	0.6181	0.7862
No log	0.3806	94	0.6381	0.1432	0.6381	0.7988
No log	0.3887	96	0.6106	0.1982	0.6106	0.7814
No log	0.3968	98	0.5763	0.2772	0.5763	0.7592
No log	0.4049	100	0.5774	0.3107	0.5774	0.7599
No log	0.4130	102	0.5964	0.1812	0.5964	0.7722
No log	0.4211	104	0.6125	0.1869	0.6125	0.7826
No log	0.4291	106	0.6102	0.2493	0.6102	0.7812
No log	0.4372	108	0.6284	0.4345	0.6284	0.7927
No log	0.4453	110	0.6286	0.4172	0.6286	0.7929
No log	0.4534	112	0.5740	0.3179	0.5740	0.7576
No log	0.4615	114	0.5623	0.3251	0.5623	0.7498
No log	0.4696	116	0.5542	0.4468	0.5542	0.7445
No log	0.4777	118	0.5475	0.4706	0.5475	0.7399
No log	0.4858	120	0.5450	0.4712	0.5450	0.7383
No log	0.4939	122	0.5508	0.3716	0.5508	0.7421
No log	0.5020	124	0.5442	0.4831	0.5442	0.7377
No log	0.5101	126	0.5482	0.4906	0.5482	0.7404
No log	0.5182	128	0.5426	0.4587	0.5426	0.7366
No log	0.5263	130	0.5351	0.4206	0.5351	0.7315
No log	0.5344	132	0.5398	0.3956	0.5398	0.7347
No log	0.5425	134	0.5879	0.4342	0.5879	0.7668
No log	0.5506	136	0.7431	0.3360	0.7431	0.8620
No log	0.5587	138	0.6615	0.4535	0.6615	0.8133
No log	0.5668	140	0.5382	0.5357	0.5382	0.7336
No log	0.5749	142	0.5152	0.5121	0.5152	0.7178
No log	0.5830	144	0.5139	0.4331	0.5139	0.7169
No log	0.5911	146	0.5181	0.4984	0.5181	0.7198
No log	0.5992	148	0.5960	0.5066	0.5960	0.7720
No log	0.6073	150	0.7808	0.3893	0.7808	0.8836
No log	0.6154	152	0.7512	0.4051	0.7512	0.8667
No log	0.6235	154	0.6176	0.4712	0.6176	0.7858
No log	0.6316	156	0.5404	0.4031	0.5404	0.7352
No log	0.6397	158	0.5406	0.3488	0.5406	0.7353
No log	0.6478	160	0.5553	0.4095	0.5553	0.7452
No log	0.6559	162	0.6082	0.3285	0.6082	0.7799
No log	0.6640	164	0.5926	0.3102	0.5926	0.7698
No log	0.6721	166	0.5187	0.4668	0.5187	0.7202
No log	0.6802	168	0.4932	0.4809	0.4932	0.7023
No log	0.6883	170	0.5289	0.5068	0.5289	0.7273
No log	0.6964	172	0.6642	0.4667	0.6642	0.8150
No log	0.7045	174	0.7425	0.4291	0.7425	0.8617
No log	0.7126	176	0.6064	0.5064	0.6064	0.7787
No log	0.7206	178	0.5747	0.5188	0.5747	0.7581
No log	0.7287	180	0.5594	0.5433	0.5594	0.7479
No log	0.7368	182	0.4793	0.5458	0.4793	0.6923
No log	0.7449	184	0.4630	0.4660	0.4630	0.6804
No log	0.7530	186	0.4857	0.3889	0.4857	0.6970
No log	0.7611	188	0.4852	0.4028	0.4852	0.6966
No log	0.7692	190	0.4917	0.3841	0.4917	0.7012
No log	0.7773	192	0.4906	0.4176	0.4906	0.7005
No log	0.7854	194	0.4969	0.4568	0.4969	0.7049
No log	0.7935	196	0.5201	0.4784	0.5201	0.7212
No log	0.8016	198	0.5138	0.4720	0.5138	0.7168
No log	0.8097	200	0.4845	0.4157	0.4845	0.6960
No log	0.8178	202	0.4915	0.3789	0.4915	0.7011
No log	0.8259	204	0.4763	0.4000	0.4763	0.6902
No log	0.8340	206	0.4798	0.5191	0.4798	0.6926
No log	0.8421	208	0.5020	0.5447	0.5020	0.7085
No log	0.8502	210	0.4615	0.4964	0.4615	0.6793
No log	0.8583	212	0.4901	0.3995	0.4901	0.7001
No log	0.8664	214	0.4614	0.4929	0.4614	0.6792
No log	0.8745	216	0.5149	0.5361	0.5149	0.7176
No log	0.8826	218	0.6940	0.5097	0.6940	0.8330
No log	0.8907	220	0.5981	0.5470	0.5981	0.7734
No log	0.8988	222	0.4939	0.5677	0.4939	0.7028
No log	0.9069	224	0.4442	0.5209	0.4442	0.6664
No log	0.9150	226	0.4608	0.4672	0.4608	0.6788
No log	0.9231	228	0.4423	0.5179	0.4423	0.6650
No log	0.9312	230	0.4477	0.5684	0.4477	0.6691
No log	0.9393	232	0.4336	0.5290	0.4336	0.6585
No log	0.9474	234	0.4337	0.5600	0.4337	0.6586
No log	0.9555	236	0.4920	0.5660	0.4920	0.7014
No log	0.9636	238	0.5891	0.5464	0.5891	0.7676
No log	0.9717	240	0.4830	0.5642	0.4830	0.6950
No log	0.9798	242	0.4677	0.5575	0.4677	0.6839
No log	0.9879	244	0.4819	0.5579	0.4819	0.6942
No log	0.9960	246	0.4296	0.5272	0.4296	0.6555
No log	1.0040	248	0.4407	0.4915	0.4407	0.6639
No log	1.0121	250	0.4282	0.5192	0.4282	0.6543
No log	1.0202	252	0.4353	0.5519	0.4353	0.6598
No log	1.0283	254	0.4176	0.5023	0.4176	0.6463
No log	1.0364	256	0.4194	0.5231	0.4194	0.6476
No log	1.0445	258	0.4702	0.5748	0.4702	0.6857
No log	1.0526	260	0.5002	0.5593	0.5002	0.7073
No log	1.0607	262	0.4576	0.5708	0.4576	0.6764
No log	1.0688	264	0.4210	0.4819	0.4210	0.6488
No log	1.0769	266	0.4430	0.4403	0.4430	0.6656
No log	1.0850	268	0.4173	0.5360	0.4173	0.6460
No log	1.0931	270	0.6003	0.5813	0.6003	0.7748
No log	1.1012	272	0.7205	0.5862	0.7205	0.8488
No log	1.1093	274	0.5560	0.6077	0.5560	0.7457
No log	1.1174	276	0.4274	0.4885	0.4274	0.6538
No log	1.1255	278	0.4801	0.3543	0.4801	0.6929
No log	1.1336	280	0.4558	0.4036	0.4558	0.6751
No log	1.1417	282	0.4435	0.5471	0.4435	0.6660
No log	1.1498	284	0.6035	0.6022	0.6035	0.7769
No log	1.1579	286	0.6030	0.6182	0.6030	0.7766
No log	1.1660	288	0.4476	0.5584	0.4476	0.6690
No log	1.1741	290	0.4225	0.5211	0.4225	0.6500
No log	1.1822	292	0.4468	0.5648	0.4468	0.6684
No log	1.1903	294	0.5465	0.6202	0.5465	0.7393
No log	1.1984	296	0.4916	0.5975	0.4916	0.7011
No log	1.2065	298	0.4241	0.5351	0.4241	0.6513
No log	1.2146	300	0.4217	0.5416	0.4217	0.6494
No log	1.2227	302	0.4699	0.5856	0.4699	0.6855
No log	1.2308	304	0.6507	0.6280	0.6507	0.8066
No log	1.2389	306	0.7291	0.6219	0.7291	0.8539
No log	1.2470	308	0.5615	0.6370	0.5615	0.7493
No log	1.2551	310	0.4208	0.5213	0.4208	0.6487
No log	1.2632	312	0.4635	0.4253	0.4635	0.6808
No log	1.2713	314	0.4515	0.4504	0.4515	0.6719
No log	1.2794	316	0.4255	0.5314	0.4255	0.6523
No log	1.2874	318	0.4853	0.5990	0.4853	0.6966
No log	1.2955	320	0.4729	0.5856	0.4729	0.6876
No log	1.3036	322	0.4474	0.5816	0.4474	0.6689
No log	1.3117	324	0.4888	0.6278	0.4888	0.6991
No log	1.3198	326	0.4439	0.5935	0.4439	0.6663
No log	1.3279	328	0.4357	0.5740	0.4357	0.6601
No log	1.3360	330	0.4685	0.6179	0.4685	0.6845
No log	1.3441	332	0.5914	0.6434	0.5914	0.7690
No log	1.3522	334	0.5678	0.6281	0.5678	0.7535
No log	1.3603	336	0.5277	0.6088	0.5277	0.7265
No log	1.3684	338	0.4990	0.5544	0.4990	0.7064
No log	1.3765	340	0.4882	0.5536	0.4882	0.6987
No log	1.3846	342	0.4863	0.6095	0.4863	0.6973
No log	1.3927	344	0.4824	0.6206	0.4824	0.6946
No log	1.4008	346	0.4590	0.6179	0.4590	0.6775
No log	1.4089	348	0.4233	0.5446	0.4233	0.6506
No log	1.4170	350	0.4238	0.5141	0.4238	0.6510
No log	1.4251	352	0.4282	0.5464	0.4282	0.6544
No log	1.4332	354	0.4791	0.5945	0.4791	0.6921
No log	1.4413	356	0.5431	0.5966	0.5431	0.7369
No log	1.4494	358	0.5009	0.5915	0.5009	0.7077
No log	1.4575	360	0.4473	0.5726	0.4473	0.6688
No log	1.4656	362	0.4847	0.6095	0.4847	0.6962
No log	1.4737	364	0.5583	0.6075	0.5583	0.7472
No log	1.4818	366	0.5662	0.6281	0.5662	0.7525
No log	1.4899	368	0.4472	0.5970	0.4472	0.6687
No log	1.4980	370	0.4187	0.5436	0.4187	0.6471
No log	1.5061	372	0.4207	0.5769	0.4207	0.6486
No log	1.5142	374	0.5763	0.6326	0.5763	0.7591
No log	1.5223	376	0.6614	0.6520	0.6614	0.8132
No log	1.5304	378	0.5014	0.6195	0.5014	0.7081
No log	1.5385	380	0.4182	0.5268	0.4182	0.6467
No log	1.5466	382	0.4443	0.4778	0.4443	0.6665
No log	1.5547	384	0.4706	0.4386	0.4706	0.6860
No log	1.5628	386	0.4208	0.5307	0.4208	0.6487
No log	1.5709	388	0.4676	0.6154	0.4676	0.6838
No log	1.5789	390	0.4745	0.6167	0.4745	0.6889
No log	1.5870	392	0.4241	0.5704	0.4241	0.6512
No log	1.5951	394	0.4336	0.5001	0.4336	0.6585
No log	1.6032	396	0.4333	0.5031	0.4333	0.6582
No log	1.6113	398	0.4488	0.6030	0.4488	0.6699
No log	1.6194	400	0.5685	0.5999	0.5685	0.7540
No log	1.6275	402	0.5467	0.6108	0.5467	0.7394
No log	1.6356	404	0.5039	0.6101	0.5039	0.7099
No log	1.6437	406	0.5012	0.5794	0.5012	0.7079
No log	1.6518	408	0.4977	0.5892	0.4977	0.7055
No log	1.6599	410	0.4515	0.5746	0.4515	0.6719
No log	1.6680	412	0.4308	0.5422	0.4308	0.6563
No log	1.6761	414	0.4313	0.5223	0.4313	0.6568
No log	1.6842	416	0.4483	0.5902	0.4483	0.6696
No log	1.6923	418	0.5685	0.6305	0.5685	0.7540
No log	1.7004	420	0.5744	0.6293	0.5744	0.7579
No log	1.7085	422	0.4625	0.5689	0.4625	0.6801
No log	1.7166	424	0.4788	0.5052	0.4788	0.6920
No log	1.7247	426	0.4574	0.5465	0.4574	0.6763
No log	1.7328	428	0.4564	0.6213	0.4564	0.6756
No log	1.7409	430	0.5198	0.6379	0.5198	0.7209
No log	1.7490	432	0.4924	0.6379	0.4924	0.7017
No log	1.7571	434	0.4239	0.5294	0.4239	0.6511
No log	1.7652	436	0.4467	0.4875	0.4467	0.6683
No log	1.7733	438	0.4287	0.4832	0.4287	0.6548
No log	1.7814	440	0.4256	0.5466	0.4256	0.6524
No log	1.7895	442	0.4931	0.6090	0.4931	0.7022
No log	1.7976	444	0.4908	0.6031	0.4908	0.7006
No log	1.8057	446	0.4378	0.5490	0.4378	0.6617
No log	1.8138	448	0.4343	0.5013	0.4343	0.6590
No log	1.8219	450	0.4442	0.4951	0.4442	0.6665
No log	1.8300	452	0.4456	0.5160	0.4456	0.6675
No log	1.8381	454	0.4967	0.6190	0.4967	0.7048
No log	1.8462	456	0.5091	0.6225	0.5091	0.7135
No log	1.8543	458	0.4892	0.5609	0.4892	0.6994
No log	1.8623	460	0.4923	0.5328	0.4923	0.7016
No log	1.8704	462	0.4970	0.5978	0.4970	0.7050
No log	1.8785	464	0.4885	0.6254	0.4885	0.6989
No log	1.8866	466	0.5091	0.6461	0.5091	0.7135
No log	1.8947	468	0.5590	0.6587	0.5590	0.7476
No log	1.9028	470	0.4849	0.6086	0.4849	0.6964
No log	1.9109	472	0.4333	0.5716	0.4333	0.6582
No log	1.9190	474	0.4493	0.5933	0.4493	0.6703
No log	1.9271	476	0.4959	0.6154	0.4959	0.7042
No log	1.9352	478	0.4832	0.6128	0.4832	0.6951
No log	1.9433	480	0.4852	0.6197	0.4852	0.6966
No log	1.9514	482	0.5440	0.6392	0.5440	0.7375
No log	1.9595	484	0.5889	0.6427	0.5889	0.7674
No log	1.9676	486	0.5965	0.6323	0.5965	0.7724
No log	1.9757	488	0.5194	0.6209	0.5194	0.7207
No log	1.9838	490	0.5950	0.6245	0.5950	0.7714
No log	1.9919	492	0.7174	0.6481	0.7174	0.8470
No log	2.0	494	0.6593	0.6523	0.6593	0.8120
No log	2.0081	496	0.6232	0.6452	0.6232	0.7894
No log	2.0162	498	0.5272	0.6230	0.5272	0.7261
0.6043	2.0243	500	0.4993	0.5115	0.4993	0.7066
0.6043	2.0324	502	0.5167	0.5015	0.5167	0.7189
0.6043	2.0405	504	0.5245	0.5098	0.5245	0.7242
0.6043	2.0486	506	0.5165	0.5296	0.5165	0.7187
0.6043	2.0567	508	0.5184	0.4920	0.5184	0.7200
0.6043	2.0648	510	0.5194	0.5026	0.5194	0.7207
0.6043	2.0729	512	0.5255	0.5845	0.5255	0.7249
0.6043	2.0810	514	0.5689	0.6097	0.5689	0.7542
0.6043	2.0891	516	0.4961	0.5601	0.4961	0.7043
0.6043	2.0972	518	0.4989	0.5611	0.4989	0.7064
0.6043	2.1053	520	0.5434	0.5882	0.5434	0.7371
0.6043	2.1134	522	0.7491	0.6451	0.7491	0.8655
0.6043	2.1215	524	0.7214	0.6525	0.7214	0.8493
0.6043	2.1296	526	0.5171	0.5852	0.5171	0.7191
0.6043	2.1377	528	0.4613	0.5496	0.4613	0.6792
0.6043	2.1457	530	0.4935	0.5803	0.4935	0.7025
0.6043	2.1538	532	0.5624	0.6100	0.5624	0.7499
0.6043	2.1619	534	0.5219	0.6006	0.5219	0.7224
0.6043	2.1700	536	0.4531	0.5416	0.4531	0.6731
0.6043	2.1781	538	0.4506	0.5233	0.4506	0.6713
0.6043	2.1862	540	0.4471	0.5333	0.4471	0.6687
0.6043	2.1943	542	0.4688	0.5830	0.4688	0.6847
0.6043	2.2024	544	0.4858	0.5902	0.4858	0.6970
0.6043	2.2105	546	0.4512	0.5637	0.4512	0.6717
0.6043	2.2186	548	0.4506	0.5499	0.4506	0.6713
0.6043	2.2267	550	0.4590	0.5636	0.4590	0.6775
0.6043	2.2348	552	0.4687	0.5717	0.4687	0.6846
0.6043	2.2429	554	0.5153	0.5954	0.5153	0.7179
0.6043	2.2510	556	0.5223	0.6042	0.5223	0.7227
0.6043	2.2591	558	0.4850	0.5560	0.4850	0.6964
0.6043	2.2672	560	0.4976	0.5659	0.4976	0.7054
0.6043	2.2753	562	0.5284	0.5997	0.5284	0.7269
0.6043	2.2834	564	0.5664	0.6080	0.5664	0.7526
0.6043	2.2915	566	0.6031	0.6254	0.6031	0.7766
0.6043	2.2996	568	0.5056	0.5965	0.5056	0.7111
0.6043	2.3077	570	0.4917	0.4988	0.4917	0.7012
0.6043	2.3158	572	0.4970	0.5040	0.4970	0.7050
0.6043	2.3239	574	0.4758	0.5678	0.4758	0.6898
0.6043	2.3320	576	0.5772	0.6512	0.5772	0.7597
0.6043	2.3401	578	0.5896	0.6592	0.5896	0.7679
0.6043	2.3482	580	0.4920	0.5935	0.4920	0.7015
0.6043	2.3563	582	0.4678	0.5105	0.4678	0.6839
0.6043	2.3644	584	0.4621	0.5188	0.4621	0.6798
0.6043	2.3725	586	0.4988	0.6118	0.4988	0.7063
0.6043	2.3806	588	0.5961	0.6647	0.5961	0.7720
0.6043	2.3887	590	0.5265	0.6421	0.5265	0.7256
0.6043	2.3968	592	0.4604	0.5370	0.4604	0.6786
0.6043	2.4049	594	0.4725	0.5102	0.4725	0.6874
0.6043	2.4130	596	0.4836	0.5701	0.4836	0.6954
0.6043	2.4211	598	0.5243	0.6147	0.5243	0.7241
0.6043	2.4291	600	0.5072	0.5898	0.5072	0.7122
0.6043	2.4372	602	0.4709	0.5641	0.4709	0.6863
0.6043	2.4453	604	0.4641	0.5595	0.4641	0.6812
0.6043	2.4534	606	0.4584	0.5601	0.4584	0.6770
0.6043	2.4615	608	0.4782	0.5984	0.4782	0.6915
0.6043	2.4696	610	0.4709	0.5879	0.4709	0.6863
0.6043	2.4777	612	0.4528	0.5269	0.4528	0.6729
0.6043	2.4858	614	0.4513	0.5299	0.4513	0.6718
0.6043	2.4939	616	0.4924	0.6226	0.4924	0.7017
0.6043	2.5020	618	0.6779	0.6577	0.6779	0.8233
0.6043	2.5101	620	0.6863	0.6549	0.6863	0.8284
0.6043	2.5182	622	0.5219	0.6296	0.5219	0.7224
0.6043	2.5263	624	0.4405	0.5071	0.4405	0.6637
0.6043	2.5344	626	0.4465	0.4977	0.4465	0.6682
0.6043	2.5425	628	0.4406	0.5369	0.4406	0.6638
0.6043	2.5506	630	0.4935	0.6264	0.4935	0.7025
0.6043	2.5587	632	0.6016	0.6483	0.6016	0.7756
0.6043	2.5668	634	0.5690	0.6304	0.5690	0.7543
0.6043	2.5749	636	0.4867	0.6156	0.4867	0.6977
0.6043	2.5830	638	0.4493	0.5446	0.4493	0.6703
0.6043	2.5911	640	0.4590	0.5677	0.4590	0.6775
0.6043	2.5992	642	0.5311	0.6344	0.5311	0.7288
0.6043	2.6073	644	0.5671	0.6472	0.5671	0.7531
0.6043	2.6154	646	0.5133	0.6273	0.5133	0.7164
0.6043	2.6235	648	0.4579	0.5634	0.4579	0.6767
0.6043	2.6316	650	0.4539	0.5634	0.4539	0.6737
0.6043	2.6397	652	0.5125	0.6248	0.5125	0.7159
0.6043	2.6478	654	0.5419	0.6315	0.5419	0.7361
0.6043	2.6559	656	0.4809	0.5732	0.4809	0.6934
0.6043	2.6640	658	0.4770	0.5674	0.4770	0.6906
0.6043	2.6721	660	0.4661	0.5467	0.4661	0.6827
0.6043	2.6802	662	0.4571	0.5289	0.4571	0.6761
0.6043	2.6883	664	0.4489	0.5191	0.4489	0.6700
0.6043	2.6964	666	0.4497	0.5506	0.4497	0.6706
0.6043	2.7045	668	0.4935	0.6155	0.4935	0.7025
0.6043	2.7126	670	0.4652	0.5726	0.4652	0.6821
0.6043	2.7206	672	0.4456	0.5346	0.4456	0.6676
0.6043	2.7287	674	0.4486	0.5600	0.4486	0.6698
0.6043	2.7368	676	0.5170	0.6244	0.5170	0.7191
0.6043	2.7449	678	0.6032	0.6197	0.6032	0.7767
0.6043	2.7530	680	0.5587	0.6290	0.5587	0.7475
0.6043	2.7611	682	0.4647	0.5663	0.4647	0.6817
0.6043	2.7692	684	0.4486	0.5555	0.4486	0.6698
0.6043	2.7773	686	0.4797	0.6074	0.4797	0.6926
0.6043	2.7854	688	0.5908	0.6410	0.5908	0.7686
0.6043	2.7935	690	0.5850	0.6424	0.5850	0.7649
0.6043	2.8016	692	0.5003	0.6107	0.5003	0.7073
0.6043	2.8097	694	0.4766	0.5720	0.4766	0.6904
0.6043	2.8178	696	0.4906	0.5887	0.4906	0.7004
0.6043	2.8259	698	0.5419	0.6164	0.5419	0.7361
0.6043	2.8340	700	0.5624	0.6268	0.5624	0.7499
0.6043	2.8421	702	0.5235	0.6130	0.5235	0.7235
0.6043	2.8502	704	0.5079	0.5987	0.5079	0.7126
0.6043	2.8583	706	0.5726	0.6184	0.5726	0.7567
0.6043	2.8664	708	0.6154	0.6375	0.6154	0.7845
0.6043	2.8745	710	0.6684	0.6502	0.6684	0.8176
0.6043	2.8826	712	0.5525	0.6222	0.5525	0.7433
0.6043	2.8907	714	0.4569	0.5847	0.4569	0.6759
0.6043	2.8988	716	0.4689	0.6049	0.4689	0.6848
0.6043	2.9069	718	0.4747	0.6014	0.4747	0.6890
0.6043	2.9150	720	0.5477	0.6446	0.5477	0.7401
0.6043	2.9231	722	0.6926	0.6712	0.6926	0.8322
0.6043	2.9312	724	0.6287	0.6695	0.6287	0.7929
0.6043	2.9393	726	0.4977	0.6081	0.4977	0.7055
0.6043	2.9474	728	0.4754	0.5333	0.4754	0.6895
0.6043	2.9555	730	0.4706	0.5142	0.4706	0.6860
0.6043	2.9636	732	0.4549	0.5937	0.4549	0.6745
0.6043	2.9717	734	0.5332	0.6348	0.5332	0.7302
0.6043	2.9798	736	0.5034	0.6295	0.5034	0.7095
0.6043	2.9879	738	0.4364	0.5686	0.4364	0.6606
0.6043	2.9960	740	0.4722	0.4930	0.4722	0.6872
0.6043	3.0040	742	0.4679	0.4962	0.4679	0.6841
0.6043	3.0121	744	0.4436	0.5824	0.4436	0.6660
0.6043	3.0202	746	0.6041	0.6573	0.6041	0.7772
0.6043	3.0283	748	0.7198	0.6644	0.7198	0.8484
0.6043	3.0364	750	0.6113	0.6604	0.6113	0.7819
0.6043	3.0445	752	0.4642	0.5791	0.4642	0.6813
0.6043	3.0526	754	0.4632	0.5349	0.4632	0.6806
0.6043	3.0607	756	0.4640	0.5684	0.4640	0.6811
0.6043	3.0688	758	0.5230	0.6264	0.5230	0.7232
0.6043	3.0769	760	0.5139	0.6163	0.5139	0.7169
0.6043	3.0850	762	0.4760	0.5683	0.4760	0.6899
0.6043	3.0931	764	0.4838	0.5874	0.4838	0.6955
0.6043	3.1012	766	0.5318	0.6418	0.5318	0.7292
0.6043	3.1093	768	0.5207	0.6380	0.5207	0.7216
0.6043	3.1174	770	0.4956	0.6344	0.4956	0.7040
0.6043	3.1255	772	0.4729	0.6068	0.4729	0.6877
0.6043	3.1336	774	0.4628	0.6092	0.4628	0.6803
0.6043	3.1417	776	0.5030	0.6317	0.5030	0.7092
0.6043	3.1498	778	0.4692	0.6143	0.4692	0.6850
0.6043	3.1579	780	0.4527	0.5677	0.4527	0.6728
0.6043	3.1660	782	0.4609	0.5925	0.4609	0.6789
0.6043	3.1741	784	0.5189	0.6417	0.5189	0.7204
0.6043	3.1822	786	0.5306	0.6464	0.5306	0.7284
0.6043	3.1903	788	0.4795	0.5817	0.4795	0.6924
0.6043	3.1984	790	0.4982	0.5115	0.4982	0.7058
0.6043	3.2065	792	0.4789	0.5313	0.4789	0.6921
0.6043	3.2146	794	0.4730	0.6153	0.4730	0.6877
0.6043	3.2227	796	0.5612	0.6433	0.5612	0.7491
0.6043	3.2308	798	0.5343	0.6296	0.5343	0.7310
0.6043	3.2389	800	0.4510	0.5610	0.4510	0.6716
0.6043	3.2470	802	0.4405	0.5261	0.4405	0.6637
0.6043	3.2551	804	0.4434	0.5279	0.4434	0.6659
0.6043	3.2632	806	0.4646	0.5963	0.4646	0.6816
0.6043	3.2713	808	0.4760	0.6049	0.4760	0.6899
0.6043	3.2794	810	0.4522	0.5438	0.4522	0.6724
0.6043	3.2874	812	0.4544	0.5193	0.4544	0.6741
0.6043	3.2955	814	0.4684	0.5895	0.4684	0.6844
0.6043	3.3036	816	0.5263	0.6144	0.5263	0.7255
0.6043	3.3117	818	0.5357	0.6168	0.5357	0.7319
0.6043	3.3198	820	0.4774	0.5954	0.4774	0.6910
0.6043	3.3279	822	0.4645	0.5751	0.4645	0.6815
0.6043	3.3360	824	0.4776	0.5965	0.4776	0.6911
0.6043	3.3441	826	0.4819	0.6018	0.4819	0.6942
0.6043	3.3522	828	0.4943	0.5937	0.4943	0.7031
0.6043	3.3603	830	0.5090	0.5872	0.5090	0.7134
0.6043	3.3684	832	0.4681	0.5699	0.4681	0.6842
0.6043	3.3765	834	0.4692	0.5426	0.4692	0.6850
0.6043	3.3846	836	0.4896	0.6044	0.4896	0.6997
0.6043	3.3927	838	0.5099	0.6181	0.5099	0.7141
0.6043	3.4008	840	0.5102	0.5999	0.5102	0.7143
0.6043	3.4089	842	0.4874	0.5186	0.4874	0.6982
0.6043	3.4170	844	0.5619	0.4438	0.5619	0.7496
0.6043	3.4251	846	0.6092	0.4063	0.6092	0.7805
0.6043	3.4332	848	0.5248	0.4689	0.5248	0.7244
0.6043	3.4413	850	0.4693	0.5611	0.4693	0.6851
0.6043	3.4494	852	0.5048	0.6111	0.5048	0.7105
0.6043	3.4575	854	0.5062	0.5947	0.5062	0.7115
0.6043	3.4656	856	0.4546	0.5539	0.4546	0.6742
0.6043	3.4737	858	0.4555	0.5058	0.4555	0.6749
0.6043	3.4818	860	0.4503	0.5192	0.4503	0.6710
0.6043	3.4899	862	0.4719	0.5701	0.4719	0.6869
0.6043	3.4980	864	0.5041	0.6101	0.5041	0.7100
0.6043	3.5061	866	0.4840	0.5970	0.4840	0.6957
0.6043	3.5142	868	0.4840	0.6068	0.4840	0.6957
0.6043	3.5223	870	0.4871	0.6129	0.4871	0.6979
0.6043	3.5304	872	0.4977	0.6146	0.4977	0.7055
0.6043	3.5385	874	0.4798	0.5796	0.4798	0.6927
0.6043	3.5466	876	0.4897	0.5721	0.4897	0.6998
0.6043	3.5547	878	0.5215	0.6144	0.5215	0.7222
0.6043	3.5628	880	0.5280	0.6224	0.5280	0.7266
0.6043	3.5709	882	0.5050	0.6077	0.5050	0.7106
0.6043	3.5789	884	0.4774	0.5740	0.4774	0.6909
0.6043	3.5870	886	0.4763	0.5767	0.4763	0.6902
0.6043	3.5951	888	0.4863	0.6040	0.4863	0.6973
0.6043	3.6032	890	0.4852	0.6131	0.4852	0.6966
0.6043	3.6113	892	0.4801	0.6217	0.4801	0.6929
0.6043	3.6194	894	0.4720	0.6047	0.4720	0.6870
0.6043	3.6275	896	0.5057	0.6378	0.5057	0.7112
0.6043	3.6356	898	0.6059	0.6550	0.6059	0.7784
0.6043	3.6437	900	0.6467	0.6779	0.6467	0.8042
0.6043	3.6518	902	0.5300	0.6343	0.5300	0.7280
0.6043	3.6599	904	0.4668	0.5591	0.4668	0.6833
0.6043	3.6680	906	0.4620	0.5495	0.4620	0.6797
0.6043	3.6761	908	0.4670	0.6131	0.4670	0.6834
0.6043	3.6842	910	0.4959	0.6239	0.4959	0.7042
0.6043	3.6923	912	0.4848	0.6224	0.4848	0.6963
0.6043	3.7004	914	0.4459	0.5819	0.4459	0.6678
0.6043	3.7085	916	0.4428	0.5401	0.4428	0.6654
0.6043	3.7166	918	0.4429	0.5605	0.4429	0.6655
0.6043	3.7247	920	0.4494	0.5969	0.4494	0.6703
0.6043	3.7328	922	0.4602	0.6155	0.4602	0.6784
0.6043	3.7409	924	0.4516	0.5933	0.4516	0.6720
0.6043	3.7490	926	0.4510	0.5252	0.4510	0.6715
0.6043	3.7571	928	0.4517	0.5329	0.4517	0.6721
0.6043	3.7652	930	0.4616	0.5757	0.4616	0.6794
0.6043	3.7733	932	0.4835	0.6014	0.4835	0.6954
0.6043	3.7814	934	0.4780	0.5805	0.4780	0.6913
0.6043	3.7895	936	0.4607	0.5810	0.4607	0.6788
0.6043	3.7976	938	0.4730	0.5946	0.4730	0.6877
0.6043	3.8057	940	0.4901	0.6071	0.4901	0.7001
0.6043	3.8138	942	0.4996	0.6143	0.4996	0.7068
0.6043	3.8219	944	0.4789	0.5992	0.4789	0.6920
0.6043	3.8300	946	0.4633	0.6056	0.4633	0.6807
0.6043	3.8381	948	0.4695	0.6040	0.4695	0.6852
0.6043	3.8462	950	0.5005	0.6188	0.5005	0.7075
0.6043	3.8543	952	0.5015	0.6185	0.5015	0.7082
0.6043	3.8623	954	0.4766	0.5877	0.4766	0.6904
0.6043	3.8704	956	0.4778	0.5372	0.4778	0.6913
0.6043	3.8785	958	0.4841	0.5879	0.4841	0.6958
0.6043	3.8866	960	0.5435	0.6355	0.5435	0.7372
0.6043	3.8947	962	0.5576	0.6479	0.5576	0.7467
0.6043	3.9028	964	0.4946	0.6014	0.4946	0.7032
0.6043	3.9109	966	0.4822	0.5675	0.4822	0.6944
0.6043	3.9190	968	0.4796	0.5922	0.4796	0.6925
0.6043	3.9271	970	0.4888	0.6025	0.4888	0.6991
0.6043	3.9352	972	0.4926	0.6096	0.4926	0.7019
0.6043	3.9433	974	0.5144	0.6296	0.5144	0.7172
0.6043	3.9514	976	0.5271	0.6213	0.5271	0.7260
0.6043	3.9595	978	0.4955	0.6198	0.4955	0.7040
0.6043	3.9676	980	0.4592	0.5928	0.4592	0.6777
0.6043	3.9757	982	0.4489	0.5386	0.4489	0.6700
0.6043	3.9838	984	0.4572	0.5821	0.4572	0.6762
0.6043	3.9919	986	0.5368	0.6212	0.5368	0.7327
0.6043	4.0	988	0.5326	0.6207	0.5326	0.7298
0.6043	4.0081	990	0.4905	0.6233	0.4905	0.7003
0.6043	4.0162	992	0.4773	0.6330	0.4773	0.6909
0.6043	4.0243	994	0.4709	0.6135	0.4709	0.6862
0.6043	4.0324	996	0.5038	0.6381	0.5038	0.7098
0.6043	4.0405	998	0.5045	0.6301	0.5045	0.7103
0.1966	4.0486	1000	0.5066	0.6215	0.5066	0.7117
0.1966	4.0567	1002	0.4952	0.6017	0.4952	0.7037
0.1966	4.0648	1004	0.4980	0.5845	0.4980	0.7057
0.1966	4.0729	1006	0.5429	0.6277	0.5429	0.7368
0.1966	4.0810	1008	0.6410	0.6464	0.6410	0.8006
0.1966	4.0891	1010	0.6853	0.6372	0.6853	0.8278
0.1966	4.0972	1012	0.5517	0.6251	0.5517	0.7428
0.1966	4.1053	1014	0.5178	0.6043	0.5178	0.7196
0.1966	4.1134	1016	0.5267	0.6202	0.5267	0.7257
0.1966	4.1215	1018	0.5150	0.6127	0.5150	0.7176
0.1966	4.1296	1020	0.5389	0.6303	0.5389	0.7341
0.1966	4.1377	1022	0.4827	0.5947	0.4827	0.6948
0.1966	4.1457	1024	0.4862	0.5073	0.4862	0.6973
0.1966	4.1538	1026	0.4848	0.5442	0.4848	0.6963
0.1966	4.1619	1028	0.4890	0.5732	0.4890	0.6993
0.1966	4.1700	1030	0.4925	0.5318	0.4925	0.7018

Framework versions

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