ASAP_FineTuningBERT_Aug_k30_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: 0.4227
• Qwk: 0.6024
• Mse: 0.4227
• Rmse: 0.6501

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	0.0042	2	12.3786	0.0	12.3786	3.5183
No log	0.0083	4	10.9416	0.0	10.9416	3.3078
No log	0.0125	6	10.0893	0.0	10.0893	3.1764
No log	0.0166	8	8.9531	0.0	8.9531	2.9922
No log	0.0208	10	7.6484	0.0179	7.6484	2.7656
No log	0.0249	12	6.4009	0.0	6.4009	2.5300
No log	0.0291	14	5.0905	0.0	5.0905	2.2562
No log	0.0333	16	4.1386	0.0	4.1386	2.0343
No log	0.0374	18	3.3135	0.0457	3.3135	1.8203
No log	0.0416	20	2.5414	0.0010	2.5414	1.5942
No log	0.0457	22	1.9088	0.0	1.9088	1.3816
No log	0.0499	24	1.4580	0.0049	1.4580	1.2075
No log	0.0541	26	1.1679	0.0797	1.1679	1.0807
No log	0.0582	28	0.9913	0.0106	0.9913	0.9957
No log	0.0624	30	0.8956	0.0	0.8956	0.9463
No log	0.0665	32	0.8947	0.0	0.8947	0.9459
No log	0.0707	34	0.9158	0.0	0.9158	0.9570
No log	0.0748	36	0.9228	0.0	0.9228	0.9606
No log	0.0790	38	0.9544	0.0207	0.9544	0.9769
No log	0.0832	40	0.9169	0.0	0.9169	0.9575
No log	0.0873	42	0.9397	0.0	0.9397	0.9694
No log	0.0915	44	0.9602	0.0	0.9602	0.9799
No log	0.0956	46	0.9872	0.0167	0.9872	0.9936
No log	0.0998	48	0.9396	0.0	0.9396	0.9693
No log	0.1040	50	0.8987	0.0	0.8987	0.9480
No log	0.1081	52	0.8871	0.0	0.8871	0.9418
No log	0.1123	54	0.8777	0.0	0.8777	0.9369
No log	0.1164	56	0.8551	0.0	0.8551	0.9247
No log	0.1206	58	0.8549	0.0	0.8549	0.9246
No log	0.1247	60	0.8693	0.0	0.8693	0.9324
No log	0.1289	62	0.8733	0.0	0.8733	0.9345
No log	0.1331	64	0.8168	0.0106	0.8168	0.9038
No log	0.1372	66	0.8350	0.0545	0.8350	0.9138
No log	0.1414	68	0.8074	0.0211	0.8074	0.8986
No log	0.1455	70	0.8124	0.0106	0.8124	0.9013
No log	0.1497	72	0.9304	0.1937	0.9304	0.9646
No log	0.1538	74	0.9585	0.0278	0.9585	0.9790
No log	0.1580	76	0.9505	-0.0069	0.9505	0.9749
No log	0.1622	78	0.9253	0.0013	0.9253	0.9619
No log	0.1663	80	0.8968	0.0	0.8968	0.9470
No log	0.1705	82	0.8318	0.0	0.8318	0.9120
No log	0.1746	84	0.7685	0.0553	0.7685	0.8766
No log	0.1788	86	0.7490	0.0303	0.7490	0.8654
No log	0.1830	88	0.7333	0.0486	0.7333	0.8563
No log	0.1871	90	0.7756	0.2482	0.7756	0.8807
No log	0.1913	92	0.8539	0.2563	0.8539	0.9241
No log	0.1954	94	0.9010	0.0547	0.9010	0.9492
No log	0.1996	96	0.9597	-0.1070	0.9597	0.9796
No log	0.2037	98	0.9269	0.1136	0.9269	0.9628
No log	0.2079	100	0.8413	0.0087	0.8413	0.9172
No log	0.2121	102	0.8138	0.0467	0.8138	0.9021
No log	0.2162	104	0.7638	0.0404	0.7638	0.8740
No log	0.2204	106	0.7659	0.2487	0.7659	0.8752
No log	0.2245	108	0.8204	0.3200	0.8204	0.9058
No log	0.2287	110	0.7849	0.3034	0.7849	0.8859
No log	0.2328	112	0.7039	0.2893	0.7039	0.8390
No log	0.2370	114	0.7088	0.2836	0.7088	0.8419
No log	0.2412	116	0.7514	0.2783	0.7514	0.8668
No log	0.2453	118	0.7652	0.3156	0.7652	0.8747
No log	0.2495	120	0.7254	0.2636	0.7254	0.8517
No log	0.2536	122	0.7330	0.0832	0.7330	0.8562
No log	0.2578	124	0.7631	0.0171	0.7631	0.8736
No log	0.2620	126	0.7983	0.0276	0.7983	0.8935
No log	0.2661	128	0.8425	0.2198	0.8425	0.9179
No log	0.2703	130	0.9314	0.3262	0.9314	0.9651
No log	0.2744	132	0.8942	0.3349	0.8942	0.9456
No log	0.2786	134	0.8156	0.0407	0.8156	0.9031
No log	0.2827	136	0.8074	0.1494	0.8074	0.8986
No log	0.2869	138	0.8313	0.4067	0.8313	0.9117
No log	0.2911	140	0.8164	0.4470	0.8164	0.9035
No log	0.2952	142	0.7400	0.4615	0.7400	0.8602
No log	0.2994	144	0.6643	0.2425	0.6643	0.8151
No log	0.3035	146	0.6592	0.2017	0.6592	0.8119
No log	0.3077	148	0.6440	0.3495	0.6440	0.8025
No log	0.3119	150	0.7389	0.3815	0.7389	0.8596
No log	0.3160	152	0.7367	0.4004	0.7367	0.8583
No log	0.3202	154	0.7291	0.2542	0.7291	0.8539
No log	0.3243	156	0.7907	0.0956	0.7907	0.8892
No log	0.3285	158	0.7933	0.2179	0.7933	0.8907
No log	0.3326	160	0.6925	0.4417	0.6925	0.8322
No log	0.3368	162	0.6172	0.3700	0.6172	0.7856
No log	0.3410	164	0.5966	0.3450	0.5966	0.7724
No log	0.3451	166	0.5853	0.3910	0.5853	0.7650
No log	0.3493	168	0.6151	0.4471	0.6151	0.7843
No log	0.3534	170	0.5910	0.4174	0.5910	0.7688
No log	0.3576	172	0.5864	0.3611	0.5864	0.7658
No log	0.3617	174	0.6012	0.3692	0.6012	0.7754
No log	0.3659	176	0.6400	0.4147	0.6400	0.8000
No log	0.3701	178	0.6933	0.4384	0.6933	0.8326
No log	0.3742	180	0.7266	0.4309	0.7266	0.8524
No log	0.3784	182	0.7448	0.4583	0.7448	0.8630
No log	0.3825	184	0.7750	0.4627	0.7750	0.8803
No log	0.3867	186	0.6994	0.5038	0.6994	0.8363
No log	0.3909	188	0.5832	0.4733	0.5832	0.7637
No log	0.3950	190	0.5291	0.4251	0.5291	0.7274
No log	0.3992	192	0.5338	0.4207	0.5338	0.7306
No log	0.4033	194	0.5133	0.4681	0.5133	0.7164
No log	0.4075	196	0.6102	0.5318	0.6102	0.7812
No log	0.4116	198	0.7196	0.4980	0.7196	0.8483
No log	0.4158	200	0.6935	0.5090	0.6935	0.8328
No log	0.4200	202	0.5591	0.5205	0.5591	0.7477
No log	0.4241	204	0.5484	0.4193	0.5484	0.7406
No log	0.4283	206	0.5574	0.4281	0.5574	0.7466
No log	0.4324	208	0.5715	0.5049	0.5715	0.7559
No log	0.4366	210	0.5568	0.5175	0.5568	0.7462
No log	0.4407	212	0.5035	0.5302	0.5035	0.7096
No log	0.4449	214	0.5028	0.5195	0.5028	0.7091
No log	0.4491	216	0.5041	0.4068	0.5041	0.7100
No log	0.4532	218	0.5226	0.3800	0.5226	0.7229
No log	0.4574	220	0.5252	0.4237	0.5252	0.7247
No log	0.4615	222	0.5980	0.5195	0.5980	0.7733
No log	0.4657	224	0.8131	0.4576	0.8131	0.9017
No log	0.4699	226	0.8481	0.4376	0.8481	0.9209
No log	0.4740	228	0.6780	0.5163	0.6780	0.8234
No log	0.4782	230	0.5549	0.5288	0.5549	0.7449
No log	0.4823	232	0.4946	0.5441	0.4946	0.7033
No log	0.4865	234	0.4664	0.5449	0.4664	0.6829
No log	0.4906	236	0.4881	0.5170	0.4881	0.6986
No log	0.4948	238	0.4992	0.4846	0.4992	0.7065
No log	0.4990	240	0.4711	0.4794	0.4711	0.6863
No log	0.5031	242	0.4981	0.4252	0.4981	0.7058
No log	0.5073	244	0.4846	0.4463	0.4846	0.6961
No log	0.5114	246	0.5540	0.5252	0.5540	0.7443
No log	0.5156	248	0.6516	0.5099	0.6516	0.8072
No log	0.5198	250	0.6969	0.4670	0.6969	0.8348
No log	0.5239	252	0.7254	0.4567	0.7254	0.8517
No log	0.5281	254	0.6779	0.4457	0.6779	0.8233
No log	0.5322	256	0.6657	0.4609	0.6657	0.8159
No log	0.5364	258	0.6729	0.4617	0.6729	0.8203
No log	0.5405	260	0.6627	0.3903	0.6627	0.8140
No log	0.5447	262	0.7058	0.4704	0.7058	0.8401
No log	0.5489	264	0.7310	0.4603	0.7310	0.8550
No log	0.5530	266	0.7160	0.4631	0.7160	0.8461
No log	0.5572	268	0.6286	0.3948	0.6286	0.7928
No log	0.5613	270	0.6009	0.3186	0.6009	0.7751
No log	0.5655	272	0.5993	0.3001	0.5993	0.7741
No log	0.5696	274	0.5612	0.3474	0.5612	0.7492
No log	0.5738	276	0.5254	0.4379	0.5254	0.7249
No log	0.5780	278	0.5109	0.4952	0.5109	0.7147
No log	0.5821	280	0.4927	0.4544	0.4927	0.7020
No log	0.5863	282	0.5105	0.4056	0.5105	0.7145
No log	0.5904	284	0.4809	0.4615	0.4809	0.6935
No log	0.5946	286	0.4785	0.5115	0.4785	0.6917
No log	0.5988	288	0.4924	0.5295	0.4924	0.7017
No log	0.6029	290	0.4804	0.5233	0.4804	0.6931
No log	0.6071	292	0.4836	0.4928	0.4836	0.6954
No log	0.6112	294	0.5047	0.5233	0.5047	0.7104
No log	0.6154	296	0.5810	0.5349	0.5810	0.7622
No log	0.6195	298	0.8064	0.4948	0.8064	0.8980
No log	0.6237	300	0.7291	0.5171	0.7291	0.8539
No log	0.6279	302	0.5327	0.4944	0.5327	0.7299
No log	0.6320	304	0.5274	0.3972	0.5274	0.7262
No log	0.6362	306	0.5348	0.3925	0.5348	0.7313
No log	0.6403	308	0.4859	0.4711	0.4859	0.6971
No log	0.6445	310	0.5302	0.5416	0.5302	0.7282
No log	0.6486	312	0.5134	0.5187	0.5134	0.7165
No log	0.6528	314	0.4820	0.4788	0.4820	0.6943
No log	0.6570	316	0.4943	0.4335	0.4943	0.7031
No log	0.6611	318	0.4779	0.4853	0.4779	0.6913
No log	0.6653	320	0.5104	0.5424	0.5104	0.7144
No log	0.6694	322	0.4946	0.5368	0.4946	0.7033
No log	0.6736	324	0.4959	0.5251	0.4959	0.7042
No log	0.6778	326	0.4863	0.5202	0.4863	0.6974
No log	0.6819	328	0.4971	0.5404	0.4971	0.7051
No log	0.6861	330	0.5596	0.5731	0.5596	0.7480
No log	0.6902	332	0.5405	0.5616	0.5405	0.7352
No log	0.6944	334	0.4925	0.5409	0.4925	0.7018
No log	0.6985	336	0.4559	0.5390	0.4559	0.6752
No log	0.7027	338	0.4482	0.5409	0.4482	0.6695
No log	0.7069	340	0.4420	0.5549	0.4420	0.6648
No log	0.7110	342	0.4439	0.5469	0.4439	0.6662
No log	0.7152	344	0.4533	0.5532	0.4533	0.6732
No log	0.7193	346	0.4451	0.6002	0.4451	0.6671
No log	0.7235	348	0.4407	0.5732	0.4407	0.6638
No log	0.7277	350	0.4668	0.5957	0.4668	0.6832
No log	0.7318	352	0.5100	0.5953	0.5100	0.7141
No log	0.7360	354	0.6153	0.5784	0.6153	0.7844
No log	0.7401	356	0.6969	0.5554	0.6969	0.8348
No log	0.7443	358	0.8797	0.5261	0.8797	0.9379
No log	0.7484	360	0.8255	0.5283	0.8255	0.9086
No log	0.7526	362	0.6940	0.5665	0.6940	0.8330
No log	0.7568	364	0.8355	0.5573	0.8355	0.9141
No log	0.7609	366	0.7801	0.5636	0.7801	0.8832
No log	0.7651	368	0.6338	0.5647	0.6338	0.7961
No log	0.7692	370	0.7031	0.5670	0.7031	0.8385
No log	0.7734	372	0.6922	0.5688	0.6922	0.8320
No log	0.7775	374	0.5992	0.5845	0.5992	0.7741
No log	0.7817	376	0.4691	0.6218	0.4691	0.6849
No log	0.7859	378	0.4420	0.5940	0.4420	0.6649
No log	0.7900	380	0.4357	0.5959	0.4357	0.6601
No log	0.7942	382	0.4653	0.6259	0.4653	0.6821
No log	0.7983	384	0.4254	0.5756	0.4254	0.6522
No log	0.8025	386	0.4983	0.5065	0.4983	0.7059
No log	0.8067	388	0.4759	0.5033	0.4759	0.6898
No log	0.8108	390	0.4665	0.5932	0.4665	0.6830
No log	0.8150	392	0.5461	0.5948	0.5461	0.7390
No log	0.8191	394	0.5094	0.5840	0.5094	0.7137
No log	0.8233	396	0.4810	0.5392	0.4810	0.6935
No log	0.8274	398	0.4797	0.5693	0.4797	0.6926
No log	0.8316	400	0.5395	0.5976	0.5395	0.7345
No log	0.8358	402	0.5099	0.5898	0.5099	0.7141
No log	0.8399	404	0.4493	0.5567	0.4493	0.6703
No log	0.8441	406	0.4542	0.5206	0.4542	0.6739
No log	0.8482	408	0.4516	0.5726	0.4516	0.6720
No log	0.8524	410	0.4844	0.5981	0.4844	0.6960
No log	0.8565	412	0.4629	0.5801	0.4629	0.6804
No log	0.8607	414	0.4723	0.5161	0.4723	0.6873
No log	0.8649	416	0.4591	0.5257	0.4591	0.6776
No log	0.8690	418	0.4492	0.5507	0.4492	0.6702
No log	0.8732	420	0.4503	0.5381	0.4503	0.6710
No log	0.8773	422	0.4455	0.5460	0.4455	0.6674
No log	0.8815	424	0.4581	0.5690	0.4581	0.6769
No log	0.8857	426	0.5003	0.5787	0.5003	0.7073
No log	0.8898	428	0.4678	0.5461	0.4678	0.6839
No log	0.8940	430	0.4714	0.4583	0.4714	0.6866
No log	0.8981	432	0.4922	0.4249	0.4922	0.7016
No log	0.9023	434	0.4737	0.4735	0.4737	0.6883
No log	0.9064	436	0.4616	0.5265	0.4616	0.6794
No log	0.9106	438	0.4578	0.5250	0.4578	0.6766
No log	0.9148	440	0.4598	0.4836	0.4598	0.6781
No log	0.9189	442	0.4517	0.4905	0.4517	0.6721
No log	0.9231	444	0.4614	0.5290	0.4614	0.6792
No log	0.9272	446	0.5724	0.6067	0.5724	0.7566
No log	0.9314	448	0.6548	0.5906	0.6548	0.8092
No log	0.9356	450	0.5932	0.5735	0.5932	0.7702
No log	0.9397	452	0.5422	0.5315	0.5422	0.7364
No log	0.9439	454	0.6055	0.5484	0.6055	0.7782
No log	0.9480	456	0.6761	0.5320	0.6761	0.8223
No log	0.9522	458	0.7123	0.5104	0.7123	0.8440
No log	0.9563	460	0.5883	0.5571	0.5883	0.7670
No log	0.9605	462	0.4817	0.4195	0.4817	0.6941
No log	0.9647	464	0.5625	0.3527	0.5625	0.7500
No log	0.9688	466	0.5118	0.3773	0.5118	0.7154
No log	0.9730	468	0.4794	0.5094	0.4794	0.6924
No log	0.9771	470	0.6474	0.5920	0.6474	0.8046
No log	0.9813	472	0.6529	0.5611	0.6529	0.8080
No log	0.9854	474	0.5054	0.5456	0.5054	0.7109
No log	0.9896	476	0.4778	0.4317	0.4778	0.6912
No log	0.9938	478	0.4882	0.4110	0.4882	0.6987
No log	0.9979	480	0.4614	0.4715	0.4614	0.6792
No log	1.0021	482	0.4588	0.5325	0.4588	0.6774
No log	1.0062	484	0.4715	0.5457	0.4715	0.6866
No log	1.0104	486	0.4497	0.5316	0.4497	0.6706
No log	1.0146	488	0.4845	0.4577	0.4845	0.6961
No log	1.0187	490	0.5069	0.4209	0.5069	0.7120
No log	1.0229	492	0.4547	0.4756	0.4547	0.6743
No log	1.0270	494	0.4871	0.5803	0.4871	0.6979
No log	1.0312	496	0.5597	0.6107	0.5597	0.7481
No log	1.0353	498	0.5238	0.6008	0.5238	0.7237
0.5982	1.0395	500	0.4596	0.5562	0.4596	0.6779
0.5982	1.0437	502	0.4680	0.5701	0.4680	0.6841
0.5982	1.0478	504	0.4918	0.6183	0.4918	0.7013
0.5982	1.0520	506	0.4865	0.6300	0.4865	0.6975
0.5982	1.0561	508	0.4823	0.6212	0.4823	0.6945
0.5982	1.0603	510	0.4836	0.6177	0.4836	0.6954
0.5982	1.0644	512	0.5224	0.6491	0.5224	0.7228
0.5982	1.0686	514	0.4845	0.6472	0.4845	0.6961
0.5982	1.0728	516	0.4383	0.6150	0.4383	0.6621
0.5982	1.0769	518	0.4462	0.6075	0.4462	0.6679
0.5982	1.0811	520	0.4530	0.6257	0.4530	0.6731
0.5982	1.0852	522	0.4283	0.5571	0.4283	0.6544
0.5982	1.0894	524	0.4515	0.5117	0.4515	0.6720
0.5982	1.0936	526	0.4348	0.5376	0.4348	0.6594
0.5982	1.0977	528	0.4493	0.5701	0.4493	0.6703
0.5982	1.1019	530	0.4904	0.5793	0.4904	0.7003
0.5982	1.1060	532	0.4739	0.5477	0.4739	0.6884
0.5982	1.1102	534	0.4850	0.5610	0.4850	0.6964
0.5982	1.1143	536	0.4848	0.5560	0.4848	0.6963
0.5982	1.1185	538	0.4649	0.5499	0.4649	0.6818
0.5982	1.1227	540	0.4550	0.5561	0.4550	0.6745
0.5982	1.1268	542	0.4979	0.5693	0.4979	0.7056
0.5982	1.1310	544	0.6058	0.6849	0.6058	0.7783
0.5982	1.1351	546	0.5265	0.6300	0.5265	0.7256
0.5982	1.1393	548	0.4446	0.5913	0.4446	0.6668
0.5982	1.1435	550	0.4407	0.5789	0.4407	0.6639
0.5982	1.1476	552	0.4663	0.6249	0.4663	0.6829
0.5982	1.1518	554	0.4463	0.6079	0.4463	0.6681
0.5982	1.1559	556	0.4474	0.5962	0.4474	0.6688
0.5982	1.1601	558	0.4761	0.5799	0.4761	0.6900
0.5982	1.1642	560	0.5466	0.5914	0.5466	0.7393
0.5982	1.1684	562	0.5183	0.6158	0.5183	0.7200
0.5982	1.1726	564	0.4748	0.6325	0.4748	0.6890
0.5982	1.1767	566	0.4230	0.5855	0.4230	0.6504
0.5982	1.1809	568	0.4282	0.5623	0.4282	0.6544
0.5982	1.1850	570	0.4296	0.6004	0.4296	0.6555
0.5982	1.1892	572	0.4991	0.6598	0.4991	0.7065
0.5982	1.1933	574	0.4658	0.6509	0.4658	0.6825
0.5982	1.1975	576	0.4268	0.5868	0.4268	0.6533
0.5982	1.2017	578	0.4462	0.5174	0.4462	0.6680
0.5982	1.2058	580	0.4282	0.5656	0.4282	0.6543
0.5982	1.2100	582	0.4484	0.6362	0.4484	0.6696
0.5982	1.2141	584	0.4664	0.6417	0.4664	0.6829
0.5982	1.2183	586	0.4280	0.5845	0.4280	0.6542
0.5982	1.2225	588	0.4282	0.5632	0.4282	0.6544
0.5982	1.2266	590	0.4373	0.6072	0.4373	0.6613
0.5982	1.2308	592	0.4682	0.6380	0.4682	0.6843
0.5982	1.2349	594	0.4662	0.6469	0.4662	0.6828
0.5982	1.2391	596	0.4519	0.6449	0.4519	0.6723
0.5982	1.2432	598	0.4319	0.6068	0.4319	0.6572
0.5982	1.2474	600	0.4309	0.5952	0.4309	0.6564
0.5982	1.2516	602	0.4644	0.6419	0.4644	0.6814
0.5982	1.2557	604	0.4505	0.6160	0.4505	0.6712
0.5982	1.2599	606	0.4362	0.5723	0.4362	0.6605
0.5982	1.2640	608	0.4389	0.5703	0.4389	0.6625
0.5982	1.2682	610	0.4369	0.5724	0.4369	0.6610
0.5982	1.2723	612	0.4518	0.5812	0.4518	0.6722
0.5982	1.2765	614	0.4666	0.6130	0.4666	0.6831
0.5982	1.2807	616	0.4566	0.6014	0.4566	0.6757
0.5982	1.2848	618	0.4374	0.5570	0.4374	0.6614
0.5982	1.2890	620	0.4434	0.5850	0.4434	0.6659
0.5982	1.2931	622	0.5501	0.6537	0.5501	0.7417
0.5982	1.2973	624	0.5003	0.6410	0.5003	0.7073
0.5982	1.3015	626	0.4461	0.6270	0.4461	0.6679
0.5982	1.3056	628	0.4465	0.6405	0.4465	0.6682
0.5982	1.3098	630	0.4813	0.6573	0.4813	0.6937
0.5982	1.3139	632	0.4974	0.6599	0.4974	0.7053
0.5982	1.3181	634	0.5086	0.6472	0.5086	0.7131
0.5982	1.3222	636	0.4648	0.5835	0.4648	0.6818
0.5982	1.3264	638	0.4694	0.5782	0.4694	0.6851
0.5982	1.3306	640	0.5299	0.6306	0.5299	0.7279
0.5982	1.3347	642	0.6692	0.6625	0.6692	0.8180
0.5982	1.3389	644	0.6594	0.6610	0.6594	0.8120
0.5982	1.3430	646	0.4887	0.6420	0.4887	0.6991
0.5982	1.3472	648	0.4509	0.6185	0.4509	0.6715
0.5982	1.3514	650	0.5450	0.6509	0.5450	0.7383
0.5982	1.3555	652	0.7139	0.6786	0.7139	0.8449
0.5982	1.3597	654	0.6176	0.6555	0.6176	0.7859
0.5982	1.3638	656	0.4689	0.6468	0.4689	0.6848
0.5982	1.3680	658	0.4213	0.5908	0.4213	0.6490
0.5982	1.3721	660	0.4450	0.5960	0.4450	0.6671
0.5982	1.3763	662	0.5319	0.6463	0.5319	0.7293
0.5982	1.3805	664	0.4913	0.6584	0.4913	0.7009
0.5982	1.3846	666	0.4252	0.5936	0.4252	0.6521
0.5982	1.3888	668	0.4245	0.5918	0.4245	0.6515
0.5982	1.3929	670	0.4550	0.6551	0.4550	0.6745
0.5982	1.3971	672	0.5915	0.6577	0.5915	0.7691
0.5982	1.4012	674	0.5401	0.6620	0.5401	0.7349
0.5982	1.4054	676	0.4401	0.6012	0.4401	0.6634
0.5982	1.4096	678	0.4575	0.6037	0.4575	0.6764
0.5982	1.4137	680	0.5935	0.6483	0.5935	0.7704
0.5982	1.4179	682	0.6425	0.6356	0.6425	0.8016
0.5982	1.4220	684	0.5390	0.5999	0.5390	0.7342
0.5982	1.4262	686	0.4798	0.5883	0.4798	0.6927
0.5982	1.4304	688	0.4456	0.5334	0.4456	0.6675
0.5982	1.4345	690	0.4423	0.5335	0.4423	0.6651
0.5982	1.4387	692	0.4419	0.5955	0.4419	0.6648
0.5982	1.4428	694	0.5144	0.6526	0.5144	0.7172
0.5982	1.4470	696	0.5217	0.6617	0.5217	0.7223
0.5982	1.4511	698	0.4264	0.6275	0.4264	0.6530
0.5982	1.4553	700	0.4057	0.5897	0.4057	0.6369
0.5982	1.4595	702	0.4016	0.5690	0.4016	0.6338
0.5982	1.4636	704	0.3983	0.5986	0.3983	0.6311
0.5982	1.4678	706	0.4094	0.6507	0.4094	0.6399
0.5982	1.4719	708	0.4161	0.6643	0.4161	0.6450
0.5982	1.4761	710	0.3985	0.6385	0.3985	0.6312
0.5982	1.4802	712	0.3987	0.6479	0.3987	0.6315
0.5982	1.4844	714	0.4042	0.6517	0.4042	0.6358
0.5982	1.4886	716	0.4343	0.6697	0.4343	0.6590
0.5982	1.4927	718	0.4561	0.6775	0.4561	0.6754
0.5982	1.4969	720	0.4256	0.6651	0.4256	0.6524
0.5982	1.5010	722	0.4060	0.6106	0.4060	0.6371
0.5982	1.5052	724	0.4069	0.6182	0.4069	0.6379
0.5982	1.5094	726	0.4276	0.6648	0.4276	0.6539
0.5982	1.5135	728	0.4172	0.6562	0.4172	0.6459
0.5982	1.5177	730	0.4063	0.5911	0.4063	0.6374
0.5982	1.5218	732	0.4212	0.6585	0.4212	0.6490
0.5982	1.5260	734	0.5004	0.6674	0.5004	0.7074
0.5982	1.5301	736	0.5443	0.6959	0.5443	0.7378
0.5982	1.5343	738	0.5186	0.6658	0.5186	0.7202
0.5982	1.5385	740	0.4684	0.6601	0.4684	0.6844
0.5982	1.5426	742	0.4694	0.6560	0.4694	0.6852
0.5982	1.5468	744	0.5325	0.6758	0.5325	0.7298
0.5982	1.5509	746	0.5037	0.6644	0.5037	0.7097
0.5982	1.5551	748	0.4462	0.6447	0.4462	0.6680
0.5982	1.5593	750	0.4316	0.6395	0.4316	0.6570
0.5982	1.5634	752	0.5201	0.6869	0.5201	0.7212
0.5982	1.5676	754	0.5455	0.6824	0.5455	0.7386
0.5982	1.5717	756	0.4395	0.6433	0.4395	0.6629
0.5982	1.5759	758	0.4147	0.5884	0.4147	0.6440
0.5982	1.5800	760	0.4394	0.6456	0.4394	0.6629
0.5982	1.5842	762	0.4768	0.6793	0.4768	0.6905
0.5982	1.5884	764	0.4481	0.6134	0.4481	0.6694
0.5982	1.5925	766	0.4600	0.6133	0.4600	0.6782
0.5982	1.5967	768	0.4731	0.6187	0.4731	0.6878
0.5982	1.6008	770	0.4828	0.6319	0.4828	0.6949
0.5982	1.6050	772	0.4804	0.6453	0.4804	0.6931
0.5982	1.6091	774	0.4828	0.6638	0.4828	0.6949
0.5982	1.6133	776	0.4848	0.6684	0.4848	0.6963
0.5982	1.6175	778	0.4428	0.6615	0.4428	0.6654
0.5982	1.6216	780	0.4109	0.5959	0.4109	0.6410
0.5982	1.6258	782	0.4095	0.5897	0.4095	0.6399
0.5982	1.6299	784	0.4259	0.6581	0.4259	0.6526
0.5982	1.6341	786	0.4364	0.6550	0.4364	0.6606
0.5982	1.6383	788	0.4664	0.6419	0.4664	0.6829
0.5982	1.6424	790	0.4516	0.6057	0.4516	0.6720
0.5982	1.6466	792	0.4897	0.6023	0.4897	0.6998
0.5982	1.6507	794	0.4865	0.5916	0.4865	0.6975
0.5982	1.6549	796	0.4947	0.5941	0.4947	0.7034
0.5982	1.6590	798	0.5605	0.6268	0.5605	0.7487
0.5982	1.6632	800	0.6015	0.6312	0.6015	0.7756
0.5982	1.6674	802	0.5685	0.6214	0.5685	0.7540
0.5982	1.6715	804	0.6949	0.6596	0.6949	0.8336
0.5982	1.6757	806	0.6916	0.6704	0.6916	0.8316
0.5982	1.6798	808	0.5733	0.6391	0.5733	0.7572
0.5982	1.6840	810	0.5484	0.6167	0.5484	0.7405
0.5982	1.6881	812	0.5148	0.6259	0.5148	0.7175
0.5982	1.6923	814	0.4503	0.6284	0.4503	0.6711
0.5982	1.6965	816	0.4222	0.6316	0.4222	0.6498
0.5982	1.7006	818	0.4311	0.6542	0.4311	0.6566
0.5982	1.7048	820	0.4137	0.6533	0.4137	0.6432
0.5982	1.7089	822	0.4867	0.6830	0.4867	0.6976
0.5982	1.7131	824	0.4867	0.6837	0.4867	0.6976
0.5982	1.7173	826	0.4451	0.6554	0.4451	0.6672
0.5982	1.7214	828	0.4656	0.6732	0.4656	0.6823
0.5982	1.7256	830	0.4655	0.6765	0.4655	0.6823
0.5982	1.7297	832	0.4257	0.6576	0.4257	0.6525
0.5982	1.7339	834	0.4099	0.6422	0.4099	0.6402
0.5982	1.7380	836	0.4285	0.6516	0.4285	0.6546
0.5982	1.7422	838	0.5108	0.6791	0.5108	0.7147
0.5982	1.7464	840	0.4678	0.6636	0.4678	0.6840
0.5982	1.7505	842	0.4126	0.6080	0.4126	0.6424
0.5982	1.7547	844	0.4188	0.5145	0.4188	0.6472
0.5982	1.7588	846	0.4125	0.5851	0.4125	0.6423
0.5982	1.7630	848	0.4974	0.6609	0.4974	0.7053
0.5982	1.7672	850	0.6922	0.6867	0.6922	0.8320
0.5982	1.7713	852	0.6864	0.6882	0.6864	0.8285
0.5982	1.7755	854	0.4742	0.6649	0.4742	0.6886
0.5982	1.7796	856	0.4080	0.5784	0.4080	0.6387
0.5982	1.7838	858	0.4119	0.5235	0.4119	0.6418
0.5982	1.7879	860	0.3979	0.5789	0.3979	0.6308
0.5982	1.7921	862	0.3970	0.6110	0.3970	0.6301
0.5982	1.7963	864	0.4203	0.5432	0.4203	0.6483
0.5982	1.8004	866	0.4279	0.5400	0.4279	0.6541
0.5982	1.8046	868	0.4023	0.5792	0.4023	0.6343
0.5982	1.8087	870	0.4015	0.6206	0.4015	0.6337
0.5982	1.8129	872	0.4476	0.6642	0.4476	0.6690
0.5982	1.8170	874	0.4362	0.6311	0.4362	0.6605
0.5982	1.8212	876	0.4416	0.6362	0.4416	0.6646
0.5982	1.8254	878	0.5569	0.6586	0.5569	0.7463
0.5982	1.8295	880	0.7375	0.6584	0.7375	0.8588
0.5982	1.8337	882	0.6518	0.6664	0.6518	0.8073
0.5982	1.8378	884	0.4699	0.5985	0.4699	0.6855
0.5982	1.8420	886	0.4464	0.5597	0.4464	0.6682
0.5982	1.8462	888	0.4832	0.5955	0.4832	0.6951
0.5982	1.8503	890	0.6085	0.6498	0.6085	0.7801
0.5982	1.8545	892	0.7464	0.6497	0.7464	0.8639
0.5982	1.8586	894	0.6744	0.6891	0.6744	0.8212
0.5982	1.8628	896	0.5050	0.6594	0.5050	0.7107
0.5982	1.8669	898	0.4444	0.6380	0.4444	0.6666
0.5982	1.8711	900	0.4970	0.6671	0.4970	0.7050
0.5982	1.8753	902	0.7187	0.7005	0.7187	0.8478
0.5982	1.8794	904	0.7679	0.7037	0.7679	0.8763
0.5982	1.8836	906	0.5873	0.6878	0.5873	0.7664
0.5982	1.8877	908	0.4384	0.6454	0.4384	0.6621
0.5982	1.8919	910	0.4375	0.6420	0.4375	0.6615
0.5982	1.8960	912	0.5460	0.6856	0.5460	0.7389
0.5982	1.9002	914	0.7161	0.6859	0.7161	0.8462
0.5982	1.9044	916	0.6251	0.6900	0.6251	0.7906
0.5982	1.9085	918	0.4531	0.6372	0.4531	0.6731
0.5982	1.9127	920	0.4317	0.6057	0.4317	0.6570
0.5982	1.9168	922	0.4512	0.6438	0.4512	0.6717
0.5982	1.9210	924	0.5763	0.6870	0.5763	0.7591
0.5982	1.9252	926	0.5975	0.7060	0.5975	0.7730
0.5982	1.9293	928	0.4669	0.6805	0.4669	0.6833
0.5982	1.9335	930	0.4014	0.5800	0.4014	0.6335
0.5982	1.9376	932	0.3990	0.5784	0.3990	0.6317
0.5982	1.9418	934	0.4222	0.6280	0.4222	0.6497
0.5982	1.9459	936	0.5733	0.6853	0.5733	0.7572
0.5982	1.9501	938	0.6671	0.6660	0.6671	0.8167
0.5982	1.9543	940	0.6020	0.6694	0.6020	0.7759
0.5982	1.9584	942	0.4622	0.6415	0.4622	0.6799
0.5982	1.9626	944	0.4088	0.5900	0.4088	0.6394
0.5982	1.9667	946	0.4021	0.6037	0.4021	0.6341
0.5982	1.9709	948	0.4481	0.6935	0.4481	0.6694
0.5982	1.9751	950	0.4847	0.6795	0.4847	0.6962
0.5982	1.9792	952	0.4949	0.6742	0.4949	0.7035
0.5982	1.9834	954	0.4965	0.6844	0.4965	0.7046
0.5982	1.9875	956	0.5099	0.6886	0.5099	0.7141
0.5982	1.9917	958	0.4591	0.7012	0.4591	0.6776
0.5982	1.9958	960	0.4086	0.6512	0.4086	0.6392
0.5982	2.0	962	0.4000	0.6477	0.4000	0.6325
0.5982	2.0042	964	0.3996	0.6397	0.3996	0.6321
0.5982	2.0083	966	0.4155	0.6626	0.4155	0.6446
0.5982	2.0125	968	0.4112	0.6507	0.4112	0.6412
0.5982	2.0166	970	0.4098	0.6430	0.4098	0.6401
0.5982	2.0208	972	0.4048	0.6250	0.4048	0.6362
0.5982	2.0249	974	0.4078	0.6461	0.4078	0.6386
0.5982	2.0291	976	0.4433	0.6566	0.4433	0.6658
0.5982	2.0333	978	0.4594	0.6305	0.4594	0.6778
0.5982	2.0374	980	0.4964	0.6245	0.4964	0.7045
0.5982	2.0416	982	0.5041	0.6340	0.5041	0.7100
0.5982	2.0457	984	0.5078	0.6582	0.5078	0.7126
0.5982	2.0499	986	0.5760	0.6902	0.5760	0.7589
0.5982	2.0541	988	0.5715	0.6885	0.5715	0.7560
0.5982	2.0582	990	0.5183	0.6745	0.5183	0.7199
0.5982	2.0624	992	0.4596	0.6487	0.4596	0.6780
0.5982	2.0665	994	0.4672	0.6450	0.4672	0.6835
0.5982	2.0707	996	0.5474	0.6951	0.5474	0.7398
0.5982	2.0748	998	0.5560	0.6878	0.5560	0.7457
0.2209	2.0790	1000	0.4917	0.6562	0.4917	0.7012
0.2209	2.0832	1002	0.4394	0.6376	0.4394	0.6629
0.2209	2.0873	1004	0.4465	0.6569	0.4465	0.6682
0.2209	2.0915	1006	0.4658	0.6741	0.4658	0.6825
0.2209	2.0956	1008	0.4671	0.6702	0.4671	0.6834
0.2209	2.0998	1010	0.4540	0.6530	0.4540	0.6738
0.2209	2.1040	1012	0.4522	0.6477	0.4522	0.6724
0.2209	2.1081	1014	0.4972	0.6568	0.4972	0.7051
0.2209	2.1123	1016	0.5116	0.6579	0.5116	0.7153
0.2209	2.1164	1018	0.5563	0.6650	0.5563	0.7459
0.2209	2.1206	1020	0.5878	0.6755	0.5878	0.7667
0.2209	2.1247	1022	0.6038	0.6694	0.6038	0.7771
0.2209	2.1289	1024	0.6030	0.6691	0.6030	0.7765
0.2209	2.1331	1026	0.4834	0.6216	0.4834	0.6952
0.2209	2.1372	1028	0.4543	0.5885	0.4543	0.6740
0.2209	2.1414	1030	0.4953	0.6514	0.4953	0.7037
0.2209	2.1455	1032	0.6882	0.6737	0.6882	0.8296
0.2209	2.1497	1034	0.7346	0.6732	0.7346	0.8571
0.2209	2.1538	1036	0.5523	0.6644	0.5523	0.7432
0.2209	2.1580	1038	0.4271	0.6125	0.4271	0.6535
0.2209	2.1622	1040	0.4230	0.5972	0.4230	0.6504
0.2209	2.1663	1042	0.4342	0.6147	0.4342	0.6590
0.2209	2.1705	1044	0.4885	0.6691	0.4885	0.6990
0.2209	2.1746	1046	0.5013	0.6746	0.5013	0.7080
0.2209	2.1788	1048	0.4470	0.6449	0.4470	0.6686
0.2209	2.1830	1050	0.4258	0.5506	0.4258	0.6525
0.2209	2.1871	1052	0.4248	0.5906	0.4248	0.6518
0.2209	2.1913	1054	0.5012	0.6967	0.5012	0.7080
0.2209	2.1954	1056	0.5338	0.6938	0.5338	0.7306
0.2209	2.1996	1058	0.4617	0.6542	0.4617	0.6795
0.2209	2.2037	1060	0.4434	0.5099	0.4434	0.6659
0.2209	2.2079	1062	0.4366	0.5304	0.4366	0.6608
0.2209	2.2121	1064	0.4683	0.6537	0.4683	0.6843
0.2209	2.2162	1066	0.6329	0.6871	0.6329	0.7956
0.2209	2.2204	1068	0.6164	0.6765	0.6164	0.7851
0.2209	2.2245	1070	0.4665	0.6565	0.4665	0.6830
0.2209	2.2287	1072	0.4144	0.5475	0.4144	0.6438
0.2209	2.2328	1074	0.4187	0.5186	0.4187	0.6471
0.2209	2.2370	1076	0.4132	0.6150	0.4132	0.6428
0.2209	2.2412	1078	0.4820	0.6687	0.4820	0.6942
0.2209	2.2453	1080	0.4920	0.6730	0.4920	0.7014
0.2209	2.2495	1082	0.4284	0.6198	0.4284	0.6545
0.2209	2.2536	1084	0.4110	0.5610	0.4110	0.6411
0.2209	2.2578	1086	0.4103	0.5961	0.4103	0.6405
0.2209	2.2620	1088	0.4466	0.6491	0.4466	0.6683
0.2209	2.2661	1090	0.5430	0.6928	0.5430	0.7369
0.2209	2.2703	1092	0.5193	0.6909	0.5193	0.7206
0.2209	2.2744	1094	0.4424	0.6539	0.4424	0.6651
0.2209	2.2786	1096	0.4656	0.6697	0.4656	0.6824
0.2209	2.2827	1098	0.4744	0.6725	0.4744	0.6888
0.2209	2.2869	1100	0.4903	0.6806	0.4903	0.7002
0.2209	2.2911	1102	0.4374	0.6693	0.4374	0.6614
0.2209	2.2952	1104	0.4116	0.6267	0.4116	0.6416
0.2209	2.2994	1106	0.4045	0.5821	0.4045	0.6360
0.2209	2.3035	1108	0.4106	0.6138	0.4106	0.6408
0.2209	2.3077	1110	0.4734	0.6794	0.4734	0.6881
0.2209	2.3119	1112	0.4984	0.6847	0.4984	0.7060
0.2209	2.3160	1114	0.5631	0.6924	0.5631	0.7504
0.2209	2.3202	1116	0.5754	0.7067	0.5754	0.7585
0.2209	2.3243	1118	0.4808	0.6732	0.4808	0.6934
0.2209	2.3285	1120	0.4309	0.6276	0.4309	0.6565
0.2209	2.3326	1122	0.4444	0.6368	0.4444	0.6667
0.2209	2.3368	1124	0.5588	0.6942	0.5588	0.7475
0.2209	2.3410	1126	0.5930	0.7162	0.5930	0.7700
0.2209	2.3451	1128	0.4961	0.6815	0.4961	0.7044
0.2209	2.3493	1130	0.4526	0.6534	0.4526	0.6728
0.2209	2.3534	1132	0.4277	0.6129	0.4277	0.6540
0.2209	2.3576	1134	0.4469	0.6446	0.4469	0.6685
0.2209	2.3617	1136	0.5788	0.6880	0.5788	0.7608
0.2209	2.3659	1138	0.6250	0.7048	0.6250	0.7905
0.2209	2.3701	1140	0.5192	0.6640	0.5192	0.7206
0.2209	2.3742	1142	0.4282	0.6066	0.4282	0.6544
0.2209	2.3784	1144	0.4180	0.5698	0.4180	0.6466
0.2209	2.3825	1146	0.4266	0.6185	0.4266	0.6531
0.2209	2.3867	1148	0.4403	0.6361	0.4403	0.6635
0.2209	2.3909	1150	0.4227	0.6024	0.4227	0.6501

Framework versions

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