ASAP_FineTuningBERT_Aug_k10_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: 0.4549
• Qwk: 0.5672
• Mse: 0.4549
• Rmse: 0.6745

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	0.0114	2	9.7347	0.0	9.7347	3.1200
No log	0.0227	4	8.1742	0.0130	8.1742	2.8591
No log	0.0341	6	7.1950	0.0054	7.1950	2.6823
No log	0.0455	8	6.4415	0.0018	6.4415	2.5380
No log	0.0568	10	5.6375	0.0	5.6375	2.3744
No log	0.0682	12	4.7911	0.0	4.7911	2.1889
No log	0.0795	14	3.9799	0.0515	3.9799	1.9950
No log	0.0909	16	3.2144	0.0139	3.2144	1.7929
No log	0.1023	18	2.5316	0.0115	2.5316	1.5911
No log	0.1136	20	1.9689	0.0077	1.9689	1.4032
No log	0.125	22	1.5082	0.0048	1.5082	1.2281
No log	0.1364	24	1.1894	0.0882	1.1894	1.0906
No log	0.1477	26	0.9602	0.0484	0.9602	0.9799
No log	0.1591	28	0.8288	0.0316	0.8288	0.9104
No log	0.1705	30	0.7857	0.0316	0.7857	0.8864
No log	0.1818	32	0.8212	0.0212	0.8212	0.9062
No log	0.1932	34	0.7208	0.0316	0.7208	0.8490
No log	0.2045	36	0.8403	0.0316	0.8403	0.9167
No log	0.2159	38	0.7159	0.0316	0.7159	0.8461
No log	0.2273	40	0.7460	0.0380	0.7460	0.8637
No log	0.2386	42	0.8015	0.0316	0.8015	0.8953
No log	0.25	44	0.7814	0.0316	0.7814	0.8840
No log	0.2614	46	0.7525	0.0316	0.7525	0.8675
No log	0.2727	48	0.7453	0.0316	0.7453	0.8633
No log	0.2841	50	0.7639	0.0316	0.7639	0.8740
No log	0.2955	52	0.8598	0.0848	0.8598	0.9272
No log	0.3068	54	0.8665	0.1037	0.8665	0.9309
No log	0.3182	56	0.7383	0.0861	0.7383	0.8593
No log	0.3295	58	0.7214	0.1187	0.7214	0.8493
No log	0.3409	60	0.7287	0.1580	0.7287	0.8536
No log	0.3523	62	0.6670	0.1663	0.6670	0.8167
No log	0.3636	64	0.7149	0.1814	0.7149	0.8455
No log	0.375	66	0.9481	0.2045	0.9481	0.9737
No log	0.3864	68	0.7115	0.1876	0.7115	0.8435
No log	0.3977	70	0.6716	0.1738	0.6716	0.8195
No log	0.4091	72	0.7815	0.1975	0.7815	0.8840
No log	0.4205	74	0.8699	0.2061	0.8699	0.9327
No log	0.4318	76	0.6762	0.1641	0.6762	0.8223
No log	0.4432	78	0.6379	0.0583	0.6379	0.7987
No log	0.4545	80	0.6996	0.0583	0.6996	0.8364
No log	0.4659	82	0.7439	0.0583	0.7439	0.8625
No log	0.4773	84	0.7845	0.0583	0.7845	0.8857
No log	0.4886	86	0.7396	0.0583	0.7396	0.8600
No log	0.5	88	0.6542	0.1172	0.6542	0.8088
No log	0.5114	90	0.6157	0.1357	0.6157	0.7846
No log	0.5227	92	0.6159	0.1589	0.6159	0.7848
No log	0.5341	94	0.5189	0.3523	0.5189	0.7203
No log	0.5455	96	0.5191	0.4688	0.5191	0.7205
No log	0.5568	98	0.5207	0.3048	0.5207	0.7216
No log	0.5682	100	0.6863	0.1892	0.6863	0.8284
No log	0.5795	102	0.6486	0.1932	0.6486	0.8053
No log	0.5909	104	0.5452	0.1623	0.5452	0.7384
No log	0.6023	106	0.5699	0.2629	0.5699	0.7549
No log	0.6136	108	0.6109	0.1026	0.6109	0.7816
No log	0.625	110	0.6248	0.1159	0.6248	0.7904
No log	0.6364	112	0.6414	0.1238	0.6414	0.8009
No log	0.6477	114	0.6175	0.1302	0.6175	0.7858
No log	0.6591	116	0.5685	0.1252	0.5685	0.7540
No log	0.6705	118	0.5241	0.4200	0.5241	0.7239
No log	0.6818	120	0.4807	0.4328	0.4807	0.6934
No log	0.6932	122	0.4715	0.4761	0.4715	0.6866
No log	0.7045	124	0.5655	0.2787	0.5655	0.7520
No log	0.7159	126	0.5116	0.3408	0.5116	0.7153
No log	0.7273	128	0.5443	0.4952	0.5443	0.7378
No log	0.7386	130	0.5683	0.4352	0.5683	0.7539
No log	0.75	132	0.5780	0.2798	0.5780	0.7603
No log	0.7614	134	0.6655	0.2147	0.6655	0.8158
No log	0.7727	136	0.6038	0.2141	0.6038	0.7770
No log	0.7841	138	0.6781	0.1793	0.6781	0.8235
No log	0.7955	140	0.6990	0.1414	0.6990	0.8361
No log	0.8068	142	0.5826	0.3549	0.5826	0.7633
No log	0.8182	144	0.5695	0.2389	0.5695	0.7546
No log	0.8295	146	0.5437	0.2942	0.5437	0.7374
No log	0.8409	148	0.5217	0.3495	0.5217	0.7223
No log	0.8523	150	0.4840	0.4863	0.4840	0.6957
No log	0.8636	152	0.4675	0.4998	0.4675	0.6838
No log	0.875	154	0.4645	0.4539	0.4645	0.6815
No log	0.8864	156	0.4542	0.4634	0.4542	0.6740
No log	0.8977	158	0.4414	0.5037	0.4414	0.6644
No log	0.9091	160	0.4568	0.5425	0.4568	0.6759
No log	0.9205	162	0.5597	0.5196	0.5597	0.7481
No log	0.9318	164	0.5233	0.5072	0.5233	0.7234
No log	0.9432	166	0.5666	0.4907	0.5666	0.7528
No log	0.9545	168	0.5935	0.4999	0.5935	0.7704
No log	0.9659	170	0.4759	0.4824	0.4759	0.6898
No log	0.9773	172	0.4808	0.4194	0.4808	0.6934
No log	0.9886	174	0.4415	0.4875	0.4415	0.6644
No log	1.0	176	0.4548	0.5475	0.4548	0.6744
No log	1.0114	178	0.4201	0.5116	0.4201	0.6481
No log	1.0227	180	0.4823	0.4489	0.4823	0.6945
No log	1.0341	182	0.4445	0.5460	0.4445	0.6667
No log	1.0455	184	0.4641	0.5192	0.4641	0.6812
No log	1.0568	186	0.4289	0.5231	0.4289	0.6549
No log	1.0682	188	0.4169	0.5301	0.4169	0.6457
No log	1.0795	190	0.4493	0.5494	0.4493	0.6703
No log	1.0909	192	0.5693	0.5521	0.5693	0.7545
No log	1.1023	194	0.4874	0.5605	0.4874	0.6982
No log	1.1136	196	0.4469	0.4880	0.4469	0.6685
No log	1.125	198	0.4601	0.5066	0.4601	0.6783
No log	1.1364	200	0.5392	0.5428	0.5392	0.7343
No log	1.1477	202	0.5681	0.5408	0.5681	0.7537
No log	1.1591	204	0.4747	0.5852	0.4747	0.6890
No log	1.1705	206	0.4286	0.5744	0.4286	0.6547
No log	1.1818	208	0.4256	0.5230	0.4256	0.6523
No log	1.1932	210	0.4242	0.5249	0.4242	0.6513
No log	1.2045	212	0.4136	0.5832	0.4136	0.6431
No log	1.2159	214	0.4189	0.5721	0.4189	0.6472
No log	1.2273	216	0.4977	0.4883	0.4977	0.7055
No log	1.2386	218	0.5647	0.4944	0.5647	0.7515
No log	1.25	220	0.4820	0.5600	0.4820	0.6943
No log	1.2614	222	0.4695	0.5750	0.4695	0.6852
No log	1.2727	224	0.4458	0.5415	0.4458	0.6677
No log	1.2841	226	0.4392	0.5580	0.4392	0.6627
No log	1.2955	228	0.5465	0.5540	0.5465	0.7393
No log	1.3068	230	0.5870	0.5313	0.5870	0.7662
No log	1.3182	232	0.5541	0.5446	0.5541	0.7444
No log	1.3295	234	0.4443	0.5619	0.4443	0.6666
No log	1.3409	236	0.4468	0.4576	0.4468	0.6684
No log	1.3523	238	0.4310	0.5055	0.4310	0.6565
No log	1.3636	240	0.4880	0.5656	0.4880	0.6986
No log	1.375	242	0.5594	0.5509	0.5594	0.7479
No log	1.3864	244	0.4259	0.5688	0.4259	0.6526
No log	1.3977	246	0.4739	0.4527	0.4739	0.6884
No log	1.4091	248	0.4907	0.4567	0.4907	0.7005
No log	1.4205	250	0.4267	0.5583	0.4267	0.6533
No log	1.4318	252	0.5439	0.5640	0.5439	0.7375
No log	1.4432	254	0.5187	0.5705	0.5187	0.7202
No log	1.4545	256	0.4470	0.5253	0.4470	0.6686
No log	1.4659	258	0.4574	0.4941	0.4574	0.6763
No log	1.4773	260	0.5256	0.5535	0.5256	0.7250
No log	1.4886	262	0.5484	0.5462	0.5484	0.7405
No log	1.5	264	0.5044	0.5133	0.5044	0.7102
No log	1.5114	266	0.5064	0.5246	0.5064	0.7116
No log	1.5227	268	0.5050	0.5502	0.5050	0.7106
No log	1.5341	270	0.4665	0.5550	0.4665	0.6830
No log	1.5455	272	0.4374	0.4714	0.4374	0.6613
No log	1.5568	274	0.4570	0.4437	0.4570	0.6760
No log	1.5682	276	0.4464	0.4714	0.4464	0.6681
No log	1.5795	278	0.4835	0.5696	0.4835	0.6954
No log	1.5909	280	0.5603	0.5725	0.5603	0.7485
No log	1.6023	282	0.4477	0.5621	0.4477	0.6691
No log	1.6136	284	0.4323	0.5453	0.4323	0.6575
No log	1.625	286	0.4296	0.4935	0.4296	0.6555
No log	1.6364	288	0.4263	0.5562	0.4263	0.6529
No log	1.6477	290	0.4743	0.5710	0.4743	0.6887
No log	1.6591	292	0.6933	0.5285	0.6933	0.8326
No log	1.6705	294	0.8348	0.4410	0.8348	0.9137
No log	1.6818	296	0.6704	0.4751	0.6704	0.8188
No log	1.6932	298	0.4691	0.5566	0.4691	0.6849
No log	1.7045	300	0.4348	0.5105	0.4348	0.6594
No log	1.7159	302	0.4306	0.4943	0.4306	0.6562
No log	1.7273	304	0.4527	0.5525	0.4527	0.6728
No log	1.7386	306	0.5002	0.5397	0.5002	0.7073
No log	1.75	308	0.4748	0.5560	0.4748	0.6890
No log	1.7614	310	0.4323	0.5137	0.4323	0.6575
No log	1.7727	312	0.4459	0.4801	0.4459	0.6678
No log	1.7841	314	0.5073	0.4369	0.5073	0.7123
No log	1.7955	316	0.4308	0.4933	0.4308	0.6563
No log	1.8068	318	0.4643	0.5502	0.4643	0.6814
No log	1.8182	320	0.4536	0.5647	0.4536	0.6735
No log	1.8295	322	0.4230	0.5384	0.4230	0.6504
No log	1.8409	324	0.4851	0.5827	0.4851	0.6965
No log	1.8523	326	0.5954	0.5775	0.5954	0.7716
No log	1.8636	328	0.4889	0.5917	0.4889	0.6992
No log	1.875	330	0.4052	0.5337	0.4052	0.6366
No log	1.8864	332	0.4054	0.5265	0.4054	0.6367
No log	1.8977	334	0.4181	0.5840	0.4181	0.6466
No log	1.9091	336	0.4680	0.6023	0.4680	0.6841
No log	1.9205	338	0.4088	0.5707	0.4088	0.6394
No log	1.9318	340	0.4054	0.5181	0.4054	0.6367
No log	1.9432	342	0.4072	0.5100	0.4072	0.6382
No log	1.9545	344	0.4149	0.5448	0.4149	0.6441
No log	1.9659	346	0.4438	0.5580	0.4438	0.6662
No log	1.9773	348	0.4241	0.5413	0.4241	0.6513
No log	1.9886	350	0.4129	0.5249	0.4129	0.6426
No log	2.0	352	0.4285	0.5538	0.4285	0.6546
No log	2.0114	354	0.5147	0.6375	0.5147	0.7174
No log	2.0227	356	0.4708	0.6128	0.4708	0.6862
No log	2.0341	358	0.4233	0.5582	0.4233	0.6506
No log	2.0455	360	0.4189	0.5425	0.4189	0.6472
No log	2.0568	362	0.4137	0.5602	0.4137	0.6432
No log	2.0682	364	0.4642	0.5999	0.4642	0.6813
No log	2.0795	366	0.5295	0.6367	0.5295	0.7277
No log	2.0909	368	0.4291	0.5931	0.4291	0.6550
No log	2.1023	370	0.4317	0.5376	0.4317	0.6571
No log	2.1136	372	0.4207	0.5464	0.4207	0.6486
No log	2.125	374	0.4535	0.5970	0.4535	0.6734
No log	2.1364	376	0.5130	0.6322	0.5130	0.7163
No log	2.1477	378	0.4364	0.5838	0.4364	0.6606
No log	2.1591	380	0.4412	0.5388	0.4412	0.6642
No log	2.1705	382	0.4346	0.5620	0.4346	0.6593
No log	2.1818	384	0.4287	0.5860	0.4287	0.6548
No log	2.1932	386	0.4245	0.5597	0.4245	0.6516
No log	2.2045	388	0.4245	0.5474	0.4245	0.6515
No log	2.2159	390	0.4223	0.5623	0.4223	0.6498
No log	2.2273	392	0.4731	0.6225	0.4731	0.6878
No log	2.2386	394	0.4599	0.6138	0.4599	0.6782
No log	2.25	396	0.4228	0.5635	0.4228	0.6503
No log	2.2614	398	0.4340	0.5315	0.4340	0.6588
No log	2.2727	400	0.4267	0.5617	0.4267	0.6532
No log	2.2841	402	0.5003	0.6471	0.5003	0.7073
No log	2.2955	404	0.4897	0.6522	0.4897	0.6998
No log	2.3068	406	0.4157	0.5735	0.4157	0.6448
No log	2.3182	408	0.4107	0.5737	0.4107	0.6409
No log	2.3295	410	0.4436	0.5886	0.4436	0.6660
No log	2.3409	412	0.5416	0.6547	0.5416	0.7359
No log	2.3523	414	0.4725	0.6328	0.4725	0.6874
No log	2.3636	416	0.4055	0.5980	0.4055	0.6368
No log	2.375	418	0.3982	0.5987	0.3982	0.6310
No log	2.3864	420	0.4090	0.6295	0.4090	0.6395
No log	2.3977	422	0.4356	0.6545	0.4356	0.6600
No log	2.4091	424	0.4198	0.5781	0.4198	0.6479
No log	2.4205	426	0.4198	0.5795	0.4198	0.6479
No log	2.4318	428	0.4591	0.6679	0.4591	0.6776
No log	2.4432	430	0.5155	0.6868	0.5155	0.7180
No log	2.4545	432	0.4627	0.6576	0.4627	0.6802
No log	2.4659	434	0.4127	0.6246	0.4127	0.6424
No log	2.4773	436	0.4452	0.6598	0.4452	0.6672
No log	2.4886	438	0.4397	0.6444	0.4397	0.6631
No log	2.5	440	0.4040	0.5826	0.4040	0.6356
No log	2.5114	442	0.4222	0.4983	0.4222	0.6498
No log	2.5227	444	0.4090	0.5726	0.4090	0.6395
No log	2.5341	446	0.5425	0.6562	0.5425	0.7365
No log	2.5455	448	0.5095	0.6544	0.5095	0.7138
No log	2.5568	450	0.4178	0.5298	0.4178	0.6464
No log	2.5682	452	0.5279	0.4212	0.5279	0.7266
No log	2.5795	454	0.4894	0.4311	0.4894	0.6996
No log	2.5909	456	0.4151	0.5623	0.4151	0.6443
No log	2.6023	458	0.4841	0.6187	0.4841	0.6957
No log	2.6136	460	0.4839	0.6172	0.4839	0.6956
No log	2.625	462	0.4316	0.5801	0.4316	0.6570
No log	2.6364	464	0.4264	0.5343	0.4264	0.6530
No log	2.6477	466	0.4482	0.5889	0.4482	0.6695
No log	2.6591	468	0.5486	0.6571	0.5486	0.7407
No log	2.6705	470	0.6269	0.6576	0.6269	0.7918
No log	2.6818	472	0.4849	0.6532	0.4849	0.6963
No log	2.6932	474	0.4197	0.5313	0.4197	0.6478
No log	2.7045	476	0.4206	0.5233	0.4206	0.6486
No log	2.7159	478	0.4207	0.6064	0.4207	0.6486
No log	2.7273	480	0.5097	0.6508	0.5097	0.7139
No log	2.7386	482	0.5067	0.6366	0.5067	0.7118
No log	2.75	484	0.4216	0.5987	0.4216	0.6493
No log	2.7614	486	0.4219	0.5224	0.4219	0.6495
No log	2.7727	488	0.4110	0.5702	0.4110	0.6411
No log	2.7841	490	0.4821	0.6273	0.4821	0.6943
No log	2.7955	492	0.5594	0.6253	0.5594	0.7479
No log	2.8068	494	0.4782	0.6201	0.4782	0.6915
No log	2.8182	496	0.4121	0.5825	0.4121	0.6419
No log	2.8295	498	0.4114	0.5867	0.4114	0.6414
0.5515	2.8409	500	0.4420	0.6076	0.4420	0.6649
0.5515	2.8523	502	0.5083	0.6373	0.5083	0.7130
0.5515	2.8636	504	0.4545	0.6369	0.4545	0.6741
0.5515	2.875	506	0.4052	0.5839	0.4052	0.6366
0.5515	2.8864	508	0.4128	0.5968	0.4128	0.6425
0.5515	2.8977	510	0.4220	0.5989	0.4220	0.6496
0.5515	2.9091	512	0.4134	0.5743	0.4134	0.6429
0.5515	2.9205	514	0.4391	0.6246	0.4391	0.6626
0.5515	2.9318	516	0.4337	0.5948	0.4337	0.6586
0.5515	2.9432	518	0.4202	0.5750	0.4202	0.6483
0.5515	2.9545	520	0.4245	0.5818	0.4245	0.6515
0.5515	2.9659	522	0.5347	0.6177	0.5347	0.7312
0.5515	2.9773	524	0.6007	0.6429	0.6007	0.7750
0.5515	2.9886	526	0.5066	0.6241	0.5066	0.7118
0.5515	3.0	528	0.4101	0.5718	0.4101	0.6404
0.5515	3.0114	530	0.4404	0.4904	0.4404	0.6636
0.5515	3.0227	532	0.4371	0.5097	0.4371	0.6612
0.5515	3.0341	534	0.4178	0.6007	0.4178	0.6464
0.5515	3.0455	536	0.4557	0.6513	0.4557	0.6751
0.5515	3.0568	538	0.4464	0.6436	0.4464	0.6682
0.5515	3.0682	540	0.4390	0.6308	0.4390	0.6625
0.5515	3.0795	542	0.4745	0.6517	0.4745	0.6888
0.5515	3.0909	544	0.5399	0.6864	0.5399	0.7348
0.5515	3.1023	546	0.5331	0.6786	0.5331	0.7301
0.5515	3.1136	548	0.4643	0.6357	0.4643	0.6814
0.5515	3.125	550	0.4586	0.6252	0.4586	0.6772
0.5515	3.1364	552	0.5157	0.6714	0.5157	0.7181
0.5515	3.1477	554	0.6444	0.6655	0.6444	0.8027
0.5515	3.1591	556	0.5704	0.6742	0.5704	0.7553
0.5515	3.1705	558	0.4357	0.6166	0.4357	0.6601
0.5515	3.1818	560	0.4685	0.4991	0.4685	0.6845
0.5515	3.1932	562	0.4718	0.4991	0.4718	0.6869
0.5515	3.2045	564	0.4272	0.6083	0.4272	0.6536
0.5515	3.2159	566	0.5600	0.6719	0.5600	0.7484
0.5515	3.2273	568	0.6114	0.6736	0.6114	0.7819
0.5515	3.2386	570	0.4850	0.6383	0.4850	0.6964
0.5515	3.25	572	0.4213	0.6068	0.4213	0.6491
0.5515	3.2614	574	0.4294	0.6174	0.4294	0.6553
0.5515	3.2727	576	0.5292	0.6644	0.5292	0.7275
0.5515	3.2841	578	0.5770	0.6604	0.5770	0.7596
0.5515	3.2955	580	0.5177	0.6372	0.5177	0.7195
0.5515	3.3068	582	0.4914	0.6461	0.4914	0.7010
0.5515	3.3182	584	0.4538	0.6445	0.4538	0.6737
0.5515	3.3295	586	0.4978	0.6779	0.4978	0.7055
0.5515	3.3409	588	0.5327	0.6939	0.5327	0.7299
0.5515	3.3523	590	0.4697	0.6787	0.4697	0.6853
0.5515	3.3636	592	0.4858	0.6824	0.4858	0.6970
0.5515	3.375	594	0.6520	0.6913	0.6520	0.8075
0.5515	3.3864	596	0.6282	0.6994	0.6282	0.7926
0.5515	3.3977	598	0.4539	0.6540	0.4539	0.6738
0.5515	3.4091	600	0.4139	0.5978	0.4139	0.6434
0.5515	3.4205	602	0.4109	0.5851	0.4109	0.6410
0.5515	3.4318	604	0.4338	0.6390	0.4338	0.6586
0.5515	3.4432	606	0.4379	0.6491	0.4379	0.6617
0.5515	3.4545	608	0.4174	0.5518	0.4174	0.6460
0.5515	3.4659	610	0.4213	0.5269	0.4213	0.6491
0.5515	3.4773	612	0.4175	0.5813	0.4175	0.6462
0.5515	3.4886	614	0.4648	0.6417	0.4648	0.6817
0.5515	3.5	616	0.4579	0.6286	0.4579	0.6767
0.5515	3.5114	618	0.4182	0.5457	0.4182	0.6467
0.5515	3.5227	620	0.4555	0.4898	0.4555	0.6749
0.5515	3.5341	622	0.4311	0.4918	0.4311	0.6566
0.5515	3.5455	624	0.4305	0.5557	0.4305	0.6561
0.5515	3.5568	626	0.5087	0.6284	0.5087	0.7133
0.5515	3.5682	628	0.5067	0.6341	0.5067	0.7119
0.5515	3.5795	630	0.4607	0.6148	0.4607	0.6788
0.5515	3.5909	632	0.5238	0.6355	0.5238	0.7237
0.5515	3.6023	634	0.6741	0.6652	0.6741	0.8210
0.5515	3.6136	636	0.5839	0.6365	0.5839	0.7641
0.5515	3.625	638	0.4603	0.5717	0.4603	0.6785
0.5515	3.6364	640	0.4469	0.5518	0.4469	0.6685
0.5515	3.6477	642	0.4473	0.6080	0.4473	0.6688
0.5515	3.6591	644	0.5201	0.6328	0.5201	0.7212
0.5515	3.6705	646	0.4835	0.6277	0.4835	0.6953
0.5515	3.6818	648	0.4125	0.5875	0.4125	0.6422
0.5515	3.6932	650	0.4335	0.5037	0.4335	0.6584
0.5515	3.7045	652	0.4219	0.5080	0.4219	0.6495
0.5515	3.7159	654	0.4187	0.5952	0.4187	0.6470
0.5515	3.7273	656	0.5018	0.6299	0.5018	0.7084
0.5515	3.7386	658	0.5551	0.6382	0.5551	0.7450
0.5515	3.75	660	0.5193	0.6183	0.5193	0.7206
0.5515	3.7614	662	0.5127	0.6302	0.5127	0.7160
0.5515	3.7727	664	0.4472	0.6253	0.4472	0.6688
0.5515	3.7841	666	0.4344	0.6137	0.4344	0.6591
0.5515	3.7955	668	0.4824	0.6344	0.4824	0.6946
0.5515	3.8068	670	0.5332	0.6432	0.5332	0.7302
0.5515	3.8182	672	0.5040	0.6515	0.5040	0.7099
0.5515	3.8295	674	0.4215	0.6303	0.4215	0.6492
0.5515	3.8409	676	0.4190	0.6020	0.4190	0.6473
0.5515	3.8523	678	0.4520	0.6422	0.4520	0.6723
0.5515	3.8636	680	0.5780	0.6779	0.5780	0.7603
0.5515	3.875	682	0.5425	0.6861	0.5425	0.7365
0.5515	3.8864	684	0.4440	0.6037	0.4440	0.6664
0.5515	3.8977	686	0.4485	0.5657	0.4485	0.6697
0.5515	3.9091	688	0.4628	0.6286	0.4628	0.6803
0.5515	3.9205	690	0.5195	0.6775	0.5195	0.7208
0.5515	3.9318	692	0.5554	0.6780	0.5554	0.7453
0.5515	3.9432	694	0.5013	0.6453	0.5013	0.7080
0.5515	3.9545	696	0.4499	0.6046	0.4499	0.6708
0.5515	3.9659	698	0.4549	0.5181	0.4549	0.6745
0.5515	3.9773	700	0.4425	0.5636	0.4425	0.6652
0.5515	3.9886	702	0.4608	0.6359	0.4608	0.6788
0.5515	4.0	704	0.5322	0.6808	0.5322	0.7295
0.5515	4.0114	706	0.4938	0.6654	0.4938	0.7027
0.5515	4.0227	708	0.4800	0.6531	0.4800	0.6928
0.5515	4.0341	710	0.4941	0.6650	0.4941	0.7029
0.5515	4.0455	712	0.4401	0.6222	0.4401	0.6634
0.5515	4.0568	714	0.4169	0.5819	0.4169	0.6457
0.5515	4.0682	716	0.4217	0.6044	0.4217	0.6494
0.5515	4.0795	718	0.4778	0.6594	0.4778	0.6912
0.5515	4.0909	720	0.4675	0.6598	0.4675	0.6837
0.5515	4.1023	722	0.4751	0.6610	0.4751	0.6893
0.5515	4.1136	724	0.4295	0.6205	0.4295	0.6554
0.5515	4.125	726	0.4494	0.6326	0.4494	0.6704
0.5515	4.1364	728	0.5310	0.6796	0.5310	0.7287
0.5515	4.1477	730	0.6485	0.7084	0.6485	0.8053
0.5515	4.1591	732	0.5901	0.6992	0.5901	0.7682
0.5515	4.1705	734	0.4429	0.6091	0.4429	0.6655
0.5515	4.1818	736	0.4461	0.5303	0.4461	0.6679
0.5515	4.1932	738	0.4385	0.5652	0.4385	0.6622
0.5515	4.2045	740	0.5146	0.6285	0.5146	0.7174
0.5515	4.2159	742	0.7075	0.6704	0.7075	0.8411
0.5515	4.2273	744	0.6921	0.6525	0.6921	0.8319
0.5515	4.2386	746	0.5222	0.6098	0.5222	0.7226
0.5515	4.25	748	0.4937	0.5976	0.4937	0.7026
0.5515	4.2614	750	0.4898	0.6005	0.4898	0.6998
0.5515	4.2727	752	0.4578	0.5935	0.4578	0.6766
0.5515	4.2841	754	0.4448	0.5578	0.4448	0.6669
0.5515	4.2955	756	0.4549	0.5672	0.4549	0.6745

Framework versions

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