ASAP_FineTuningBERT_AugV4_k2_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: 0.5189
• Qwk: 0.6060
• Mse: 0.5189
• Rmse: 0.7203

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	0.0091	2	9.8525	0.0096	9.8525	3.1389
No log	0.0182	4	9.1264	0.0018	9.1264	3.0210
No log	0.0273	6	8.7793	0.0018	8.7793	2.9630
No log	0.0364	8	8.3778	0.0018	8.3778	2.8944
No log	0.0455	10	7.8270	0.0018	7.8270	2.7977
No log	0.0545	12	7.1183	0.0	7.1183	2.6680
No log	0.0636	14	6.3420	0.0	6.3420	2.5183
No log	0.0727	16	5.5914	0.0080	5.5914	2.3646
No log	0.0818	18	4.8091	0.0079	4.8091	2.1930
No log	0.0909	20	4.0672	0.0079	4.0672	2.0167
No log	0.1	22	3.3859	0.0040	3.3859	1.8401
No log	0.1091	24	2.8054	0.0040	2.8054	1.6749
No log	0.1182	26	2.2025	0.1116	2.2025	1.4841
No log	0.1273	28	1.6913	0.0420	1.6913	1.3005
No log	0.1364	30	1.3230	0.0316	1.3230	1.1502
No log	0.1455	32	1.0763	0.0316	1.0763	1.0375
No log	0.1545	34	0.9394	0.0130	0.9394	0.9693
No log	0.1636	36	0.8583	0.1189	0.8583	0.9264
No log	0.1727	38	0.8304	0.0793	0.8304	0.9113
No log	0.1818	40	0.8975	0.0454	0.8975	0.9473
No log	0.1909	42	1.0289	0.0454	1.0289	1.0143
No log	0.2	44	1.1421	0.0454	1.1421	1.0687
No log	0.2091	46	1.2023	0.0454	1.2023	1.0965
No log	0.2182	48	1.0105	0.0454	1.0105	1.0052
No log	0.2273	50	0.7460	0.1928	0.7460	0.8637
No log	0.2364	52	0.7169	0.2574	0.7169	0.8467
No log	0.2455	54	0.8642	0.1037	0.8642	0.9296
No log	0.2545	56	0.9757	0.1104	0.9757	0.9878
No log	0.2636	58	0.9471	0.1131	0.9471	0.9732
No log	0.2727	60	0.6451	0.3031	0.6451	0.8032
No log	0.2818	62	0.8494	0.2465	0.8494	0.9217
No log	0.2909	64	1.0215	0.1042	1.0215	1.0107
No log	0.3	66	0.6530	0.4773	0.6530	0.8081
No log	0.3091	68	0.7773	0.1971	0.7773	0.8816
No log	0.3182	70	1.0490	0.0755	1.0490	1.0242
No log	0.3273	72	1.0872	0.0605	1.0872	1.0427
No log	0.3364	74	1.1792	0.2755	1.1792	1.0859
No log	0.3455	76	1.0364	0.3863	1.0364	1.0180
No log	0.3545	78	0.7596	0.2802	0.7596	0.8716
No log	0.3636	80	0.5926	0.3777	0.5926	0.7698
No log	0.3727	82	0.6386	0.4279	0.6386	0.7991
No log	0.3818	84	0.6232	0.4176	0.6232	0.7895
No log	0.3909	86	0.5912	0.4341	0.5912	0.7689
No log	0.4	88	0.5718	0.4155	0.5718	0.7562
No log	0.4091	90	0.5629	0.4164	0.5629	0.7503
No log	0.4182	92	0.5931	0.4543	0.5931	0.7701
No log	0.4273	94	0.5759	0.4625	0.5759	0.7589
No log	0.4364	96	0.6229	0.4886	0.6229	0.7892
No log	0.4455	98	0.6936	0.5127	0.6936	0.8328
No log	0.4545	100	0.6443	0.5135	0.6443	0.8027
No log	0.4636	102	0.5283	0.5226	0.5283	0.7269
No log	0.4727	104	0.5190	0.4179	0.5190	0.7204
No log	0.4818	106	0.5084	0.4302	0.5084	0.7130
No log	0.4909	108	0.5091	0.5250	0.5091	0.7135
No log	0.5	110	0.5139	0.4566	0.5139	0.7169
No log	0.5091	112	0.6159	0.3460	0.6159	0.7848
No log	0.5182	114	0.7106	0.3644	0.7106	0.8430
No log	0.5273	116	0.6494	0.3664	0.6494	0.8058
No log	0.5364	118	0.5481	0.4213	0.5481	0.7403
No log	0.5455	120	0.5874	0.4505	0.5874	0.7664
No log	0.5545	122	0.7398	0.4732	0.7398	0.8601
No log	0.5636	124	1.0290	0.3598	1.0290	1.0144
No log	0.5727	126	0.9223	0.4290	0.9223	0.9604
No log	0.5818	128	0.6368	0.4936	0.6368	0.7980
No log	0.5909	130	0.5392	0.5114	0.5392	0.7343
No log	0.6	132	0.5399	0.5242	0.5399	0.7348
No log	0.6091	134	0.5488	0.5223	0.5488	0.7408
No log	0.6182	136	0.8220	0.4746	0.8220	0.9067
No log	0.6273	138	0.8025	0.4858	0.8025	0.8958
No log	0.6364	140	0.5737	0.5152	0.5737	0.7575
No log	0.6455	142	0.5209	0.5382	0.5209	0.7217
No log	0.6545	144	0.5295	0.5384	0.5295	0.7277
No log	0.6636	146	0.5082	0.5471	0.5082	0.7129
No log	0.6727	148	0.5733	0.5133	0.5733	0.7571
No log	0.6818	150	0.5324	0.5493	0.5324	0.7296
No log	0.6909	152	0.5231	0.5632	0.5231	0.7232
No log	0.7	154	0.5334	0.5713	0.5334	0.7304
No log	0.7091	156	0.5386	0.6120	0.5386	0.7339
No log	0.7182	158	0.5677	0.5883	0.5677	0.7535
No log	0.7273	160	0.6460	0.5476	0.6460	0.8037
No log	0.7364	162	0.5413	0.5678	0.5413	0.7358
No log	0.7455	164	0.5237	0.5468	0.5237	0.7237
No log	0.7545	166	0.5253	0.5606	0.5253	0.7248
No log	0.7636	168	0.5790	0.5298	0.5790	0.7609
No log	0.7727	170	0.5701	0.5605	0.5701	0.7550
No log	0.7818	172	0.5211	0.5793	0.5211	0.7219
No log	0.7909	174	0.5093	0.5845	0.5093	0.7137
No log	0.8	176	0.5228	0.6244	0.5228	0.7231
No log	0.8091	178	0.5022	0.6363	0.5022	0.7087
No log	0.8182	180	0.4985	0.6290	0.4985	0.7060
No log	0.8273	182	0.5499	0.6250	0.5499	0.7416
No log	0.8364	184	0.5670	0.6210	0.5670	0.7530
No log	0.8455	186	0.5192	0.5944	0.5192	0.7206
No log	0.8545	188	0.5717	0.5798	0.5717	0.7561
No log	0.8636	190	0.6340	0.5450	0.6340	0.7962
No log	0.8727	192	0.6633	0.5262	0.6633	0.8144
No log	0.8818	194	0.7125	0.5036	0.7125	0.8441
No log	0.8909	196	0.5643	0.5520	0.5643	0.7512
No log	0.9	198	0.5186	0.5637	0.5186	0.7201
No log	0.9091	200	0.5369	0.5672	0.5369	0.7327
No log	0.9182	202	0.6456	0.5527	0.6456	0.8035
No log	0.9273	204	0.5929	0.5885	0.5929	0.7700
No log	0.9364	206	0.5164	0.5881	0.5164	0.7186
No log	0.9455	208	0.5189	0.5937	0.5189	0.7203
No log	0.9545	210	0.5139	0.6145	0.5139	0.7168
No log	0.9636	212	0.6233	0.5975	0.6233	0.7895
No log	0.9727	214	0.6305	0.5999	0.6305	0.7940
No log	0.9818	216	0.5071	0.6410	0.5071	0.7121
No log	0.9909	218	0.5655	0.6300	0.5655	0.7520
No log	1.0	220	0.6629	0.5494	0.6629	0.8142
No log	1.0091	222	0.5274	0.6329	0.5274	0.7262
No log	1.0182	224	0.4812	0.6323	0.4812	0.6937
No log	1.0273	226	0.5271	0.6179	0.5271	0.7260
No log	1.0364	228	0.4792	0.6423	0.4792	0.6923
No log	1.0455	230	0.4933	0.6221	0.4933	0.7023
No log	1.0545	232	0.5337	0.5938	0.5337	0.7306
No log	1.0636	234	0.4974	0.6354	0.4974	0.7052
No log	1.0727	236	0.5789	0.5996	0.5789	0.7608
No log	1.0818	238	0.6638	0.5551	0.6638	0.8147
No log	1.0909	240	0.5656	0.5514	0.5656	0.7520
No log	1.1	242	0.5370	0.5165	0.5370	0.7328
No log	1.1091	244	0.5375	0.5805	0.5375	0.7332
No log	1.1182	246	0.6967	0.5385	0.6967	0.8347
No log	1.1273	248	0.7179	0.5410	0.7179	0.8473
No log	1.1364	250	0.5282	0.5934	0.5282	0.7268
No log	1.1455	252	0.4972	0.6253	0.4972	0.7051
No log	1.1545	254	0.5075	0.6104	0.5075	0.7124
No log	1.1636	256	0.5823	0.6031	0.5823	0.7631
No log	1.1727	258	0.6038	0.5894	0.6038	0.7770
No log	1.1818	260	0.5902	0.6030	0.5902	0.7682
No log	1.1909	262	0.5948	0.5897	0.5948	0.7712
No log	1.2	264	0.6377	0.5782	0.6377	0.7986
No log	1.2091	266	0.7192	0.5625	0.7192	0.8481
No log	1.2182	268	0.8419	0.5134	0.8419	0.9175
No log	1.2273	270	0.6787	0.5619	0.6787	0.8238
No log	1.2364	272	0.6118	0.5416	0.6118	0.7822
No log	1.2455	274	0.6563	0.5500	0.6563	0.8101
No log	1.2545	276	0.6251	0.5606	0.6251	0.7906
No log	1.2636	278	0.5874	0.5893	0.5874	0.7664
No log	1.2727	280	0.5222	0.6266	0.5222	0.7227
No log	1.2818	282	0.5711	0.5873	0.5711	0.7557
No log	1.2909	284	0.5269	0.6417	0.5269	0.7259
No log	1.3	286	0.5585	0.6102	0.5585	0.7473
No log	1.3091	288	0.5705	0.6065	0.5705	0.7553
No log	1.3182	290	0.5283	0.6326	0.5283	0.7268
No log	1.3273	292	0.5549	0.6203	0.5549	0.7449
No log	1.3364	294	0.5839	0.6015	0.5839	0.7641
No log	1.3455	296	0.5086	0.6154	0.5086	0.7131
No log	1.3545	298	0.5102	0.6222	0.5102	0.7143
No log	1.3636	300	0.4961	0.6192	0.4961	0.7044
No log	1.3727	302	0.5630	0.6137	0.5630	0.7503
No log	1.3818	304	0.5673	0.6208	0.5673	0.7532
No log	1.3909	306	0.5128	0.6470	0.5128	0.7161
No log	1.4	308	0.5171	0.6409	0.5171	0.7191
No log	1.4091	310	0.5110	0.6346	0.5110	0.7148
No log	1.4182	312	0.6659	0.5842	0.6659	0.8160
No log	1.4273	314	0.7207	0.5798	0.7207	0.8490
No log	1.4364	316	0.5329	0.6262	0.5329	0.7300
No log	1.4455	318	0.5036	0.6326	0.5036	0.7096
No log	1.4545	320	0.5623	0.5911	0.5623	0.7498
No log	1.4636	322	0.5873	0.5905	0.5873	0.7664
No log	1.4727	324	0.5913	0.5946	0.5913	0.7690
No log	1.4818	326	0.4733	0.6569	0.4733	0.6880
No log	1.4909	328	0.4630	0.6521	0.4630	0.6805
No log	1.5	330	0.4620	0.6451	0.4620	0.6797
No log	1.5091	332	0.5105	0.6593	0.5105	0.7145
No log	1.5182	334	0.5329	0.6476	0.5329	0.7300
No log	1.5273	336	0.4888	0.6705	0.4888	0.6991
No log	1.5364	338	0.4905	0.6398	0.4905	0.7003
No log	1.5455	340	0.5273	0.6537	0.5273	0.7261
No log	1.5545	342	0.5897	0.6242	0.5897	0.7679
No log	1.5636	344	0.6461	0.6106	0.6461	0.8038
No log	1.5727	346	0.5808	0.6312	0.5808	0.7621
No log	1.5818	348	0.5180	0.6561	0.5180	0.7197
No log	1.5909	350	0.5215	0.6377	0.5215	0.7222
No log	1.6	352	0.5797	0.6200	0.5797	0.7614
No log	1.6091	354	0.7211	0.5874	0.7211	0.8492
No log	1.6182	356	0.5892	0.6050	0.5892	0.7676
No log	1.6273	358	0.5376	0.6040	0.5376	0.7332
No log	1.6364	360	0.5323	0.5991	0.5323	0.7296
No log	1.6455	362	0.6600	0.5774	0.6600	0.8124
No log	1.6545	364	0.8889	0.4914	0.8889	0.9428
No log	1.6636	366	0.7945	0.5153	0.7945	0.8913
No log	1.6727	368	0.5620	0.5973	0.5620	0.7496
No log	1.6818	370	0.5082	0.5963	0.5082	0.7129
No log	1.6909	372	0.5047	0.6101	0.5047	0.7104
No log	1.7	374	0.5340	0.6040	0.5340	0.7307
No log	1.7091	376	0.5982	0.5903	0.5982	0.7734
No log	1.7182	378	0.5430	0.6132	0.5430	0.7369
No log	1.7273	380	0.5117	0.6357	0.5117	0.7153
No log	1.7364	382	0.5389	0.6304	0.5389	0.7341
No log	1.7455	384	0.6613	0.5777	0.6613	0.8132
No log	1.7545	386	0.5929	0.6245	0.5929	0.7700
No log	1.7636	388	0.5151	0.6356	0.5151	0.7177
No log	1.7727	390	0.5221	0.6312	0.5221	0.7226
No log	1.7818	392	0.4951	0.6553	0.4951	0.7036
No log	1.7909	394	0.4946	0.6624	0.4946	0.7033
No log	1.8	396	0.5334	0.6293	0.5334	0.7304
No log	1.8091	398	0.5093	0.6383	0.5093	0.7136
No log	1.8182	400	0.4786	0.6424	0.4786	0.6918
No log	1.8273	402	0.4815	0.6407	0.4815	0.6939
No log	1.8364	404	0.4835	0.6750	0.4835	0.6954
No log	1.8455	406	0.4990	0.6435	0.4990	0.7064
No log	1.8545	408	0.5183	0.6466	0.5183	0.7199
No log	1.8636	410	0.5147	0.6702	0.5147	0.7174
No log	1.8727	412	0.5162	0.6652	0.5162	0.7185
No log	1.8818	414	0.5314	0.6658	0.5314	0.7290
No log	1.8909	416	0.5247	0.6706	0.5247	0.7244
No log	1.9	418	0.5469	0.6484	0.5469	0.7395
No log	1.9091	420	0.5801	0.6147	0.5801	0.7617
No log	1.9182	422	0.6344	0.6001	0.6344	0.7965
No log	1.9273	424	0.6502	0.5833	0.6502	0.8064
No log	1.9364	426	0.5739	0.5791	0.5739	0.7576
No log	1.9455	428	0.4887	0.6099	0.4887	0.6991
No log	1.9545	430	0.5259	0.5899	0.5259	0.7252
No log	1.9636	432	0.6614	0.5675	0.6614	0.8133
No log	1.9727	434	0.6334	0.5900	0.6334	0.7958
No log	1.9818	436	0.5265	0.6143	0.5265	0.7256
No log	1.9909	438	0.5280	0.6228	0.5280	0.7266
No log	2.0	440	0.5909	0.6249	0.5909	0.7687
No log	2.0091	442	0.5217	0.6434	0.5217	0.7223
No log	2.0182	444	0.5379	0.6404	0.5379	0.7334
No log	2.0273	446	0.6816	0.5856	0.6816	0.8256
No log	2.0364	448	0.7189	0.5871	0.7189	0.8479
No log	2.0455	450	0.6143	0.6211	0.6143	0.7838
No log	2.0545	452	0.5269	0.6468	0.5269	0.7259
No log	2.0636	454	0.5221	0.6554	0.5221	0.7226
No log	2.0727	456	0.5562	0.6359	0.5562	0.7458
No log	2.0818	458	0.5572	0.6372	0.5572	0.7464
No log	2.0909	460	0.4979	0.6729	0.4979	0.7056
No log	2.1	462	0.4827	0.6898	0.4827	0.6948
No log	2.1091	464	0.5079	0.6721	0.5079	0.7126
No log	2.1182	466	0.5588	0.6392	0.5588	0.7476
No log	2.1273	468	0.5719	0.6304	0.5719	0.7562
No log	2.1364	470	0.5692	0.6378	0.5692	0.7544
No log	2.1455	472	0.5121	0.6413	0.5121	0.7156
No log	2.1545	474	0.5158	0.6426	0.5158	0.7182
No log	2.1636	476	0.5473	0.6411	0.5473	0.7398
No log	2.1727	478	0.5701	0.6501	0.5701	0.7550
No log	2.1818	480	0.5304	0.6458	0.5304	0.7283
No log	2.1909	482	0.5104	0.6521	0.5104	0.7144
No log	2.2	484	0.5403	0.6460	0.5403	0.7350
No log	2.2091	486	0.5028	0.6471	0.5028	0.7091
No log	2.2182	488	0.5102	0.6424	0.5102	0.7143
No log	2.2273	490	0.5238	0.6236	0.5238	0.7237
No log	2.2364	492	0.4876	0.6534	0.4876	0.6983
No log	2.2455	494	0.5167	0.6551	0.5167	0.7188
No log	2.2545	496	0.4915	0.6420	0.4915	0.7011
No log	2.2636	498	0.5026	0.6230	0.5026	0.7090
1.0382	2.2727	500	0.5096	0.6303	0.5096	0.7138
1.0382	2.2818	502	0.5675	0.6305	0.5675	0.7533
1.0382	2.2909	504	0.6219	0.6047	0.6219	0.7886
1.0382	2.3	506	0.5636	0.6293	0.5636	0.7507
1.0382	2.3091	508	0.5061	0.6395	0.5061	0.7114
1.0382	2.3182	510	0.5076	0.6304	0.5076	0.7125
1.0382	2.3273	512	0.5482	0.6197	0.5482	0.7404
1.0382	2.3364	514	0.5383	0.6134	0.5383	0.7337
1.0382	2.3455	516	0.4858	0.6404	0.4858	0.6970
1.0382	2.3545	518	0.4805	0.6552	0.4805	0.6932
1.0382	2.3636	520	0.4858	0.6616	0.4858	0.6970
1.0382	2.3727	522	0.5473	0.6278	0.5473	0.7398
1.0382	2.3818	524	0.5147	0.6660	0.5147	0.7174
1.0382	2.3909	526	0.4887	0.6584	0.4887	0.6991
1.0382	2.4	528	0.4964	0.6687	0.4964	0.7046
1.0382	2.4091	530	0.5593	0.6363	0.5593	0.7479
1.0382	2.4182	532	0.5387	0.6373	0.5387	0.7339
1.0382	2.4273	534	0.4825	0.6275	0.4825	0.6946
1.0382	2.4364	536	0.4873	0.6252	0.4873	0.6981
1.0382	2.4455	538	0.5226	0.6393	0.5226	0.7229
1.0382	2.4545	540	0.6111	0.6136	0.6111	0.7817
1.0382	2.4636	542	0.6250	0.6051	0.6250	0.7906
1.0382	2.4727	544	0.5318	0.6429	0.5318	0.7292
1.0382	2.4818	546	0.4940	0.6587	0.4940	0.7029
1.0382	2.4909	548	0.5487	0.6415	0.5487	0.7408
1.0382	2.5	550	0.5535	0.6371	0.5535	0.7440
1.0382	2.5091	552	0.4679	0.6552	0.4679	0.6840
1.0382	2.5182	554	0.4661	0.6470	0.4661	0.6827
1.0382	2.5273	556	0.4868	0.6610	0.4868	0.6977
1.0382	2.5364	558	0.4897	0.6602	0.4897	0.6998
1.0382	2.5455	560	0.4801	0.6699	0.4801	0.6929
1.0382	2.5545	562	0.4975	0.6555	0.4975	0.7054
1.0382	2.5636	564	0.4906	0.6863	0.4906	0.7004
1.0382	2.5727	566	0.6435	0.6200	0.6435	0.8022
1.0382	2.5818	568	0.6187	0.6189	0.6187	0.7866
1.0382	2.5909	570	0.4852	0.6870	0.4852	0.6965
1.0382	2.6	572	0.4805	0.6506	0.4805	0.6932
1.0382	2.6091	574	0.4789	0.6680	0.4789	0.6920
1.0382	2.6182	576	0.5677	0.6214	0.5677	0.7535
1.0382	2.6273	578	0.7054	0.5924	0.7054	0.8399
1.0382	2.6364	580	0.5905	0.6369	0.5905	0.7684
1.0382	2.6455	582	0.4536	0.6742	0.4536	0.6735
1.0382	2.6545	584	0.4745	0.6714	0.4745	0.6888
1.0382	2.6636	586	0.4556	0.6836	0.4556	0.6750
1.0382	2.6727	588	0.4786	0.6787	0.4786	0.6918
1.0382	2.6818	590	0.5093	0.6579	0.5093	0.7137
1.0382	2.6909	592	0.4979	0.6867	0.4979	0.7056
1.0382	2.7	594	0.4935	0.6728	0.4935	0.7025
1.0382	2.7091	596	0.5298	0.6649	0.5298	0.7279
1.0382	2.7182	598	0.6626	0.6085	0.6626	0.8140
1.0382	2.7273	600	0.6239	0.6213	0.6239	0.7899
1.0382	2.7364	602	0.5221	0.6632	0.5221	0.7226
1.0382	2.7455	604	0.5114	0.6645	0.5114	0.7151
1.0382	2.7545	606	0.5453	0.6563	0.5453	0.7385
1.0382	2.7636	608	0.6109	0.6127	0.6109	0.7816
1.0382	2.7727	610	0.5577	0.6492	0.5577	0.7468
1.0382	2.7818	612	0.5028	0.6683	0.5028	0.7091
1.0382	2.7909	614	0.4974	0.6674	0.4974	0.7052
1.0382	2.8	616	0.4943	0.6638	0.4943	0.7030
1.0382	2.8091	618	0.4946	0.6627	0.4946	0.7033
1.0382	2.8182	620	0.4986	0.6489	0.4986	0.7061
1.0382	2.8273	622	0.5501	0.6276	0.5501	0.7417
1.0382	2.8364	624	0.6556	0.5645	0.6556	0.8097
1.0382	2.8455	626	0.6066	0.5950	0.6066	0.7789
1.0382	2.8545	628	0.4746	0.6641	0.4746	0.6889
1.0382	2.8636	630	0.5314	0.5960	0.5314	0.7290
1.0382	2.8727	632	0.5383	0.5963	0.5383	0.7337
1.0382	2.8818	634	0.4652	0.6577	0.4652	0.6820
1.0382	2.8909	636	0.5522	0.6231	0.5522	0.7431
1.0382	2.9	638	0.5752	0.6333	0.5752	0.7584
1.0382	2.9091	640	0.4848	0.6755	0.4848	0.6963
1.0382	2.9182	642	0.4906	0.6697	0.4906	0.7005
1.0382	2.9273	644	0.4972	0.6567	0.4972	0.7051
1.0382	2.9364	646	0.5209	0.6638	0.5209	0.7218
1.0382	2.9455	648	0.6350	0.6144	0.6350	0.7969
1.0382	2.9545	650	0.6219	0.6112	0.6219	0.7886
1.0382	2.9636	652	0.5565	0.6431	0.5565	0.7460
1.0382	2.9727	654	0.5271	0.6524	0.5271	0.7260
1.0382	2.9818	656	0.5732	0.6223	0.5732	0.7571
1.0382	2.9909	658	0.6063	0.5876	0.6063	0.7786
1.0382	3.0	660	0.5410	0.6358	0.5410	0.7356
1.0382	3.0091	662	0.4798	0.6459	0.4798	0.6927
1.0382	3.0182	664	0.4895	0.6389	0.4895	0.6996
1.0382	3.0273	666	0.4994	0.6484	0.4994	0.7067
1.0382	3.0364	668	0.5195	0.6558	0.5195	0.7208
1.0382	3.0455	670	0.5752	0.6387	0.5752	0.7584
1.0382	3.0545	672	0.6139	0.6376	0.6139	0.7835
1.0382	3.0636	674	0.5215	0.6512	0.5215	0.7221
1.0382	3.0727	676	0.4988	0.6515	0.4988	0.7062
1.0382	3.0818	678	0.5014	0.6447	0.5014	0.7081
1.0382	3.0909	680	0.5335	0.6526	0.5335	0.7304
1.0382	3.1	682	0.5283	0.6575	0.5283	0.7269
1.0382	3.1091	684	0.5063	0.6265	0.5063	0.7116
1.0382	3.1182	686	0.5180	0.6208	0.5180	0.7197
1.0382	3.1273	688	0.5020	0.6303	0.5020	0.7085
1.0382	3.1364	690	0.5462	0.6407	0.5462	0.7390
1.0382	3.1455	692	0.6109	0.6104	0.6109	0.7816
1.0382	3.1545	694	0.5456	0.6449	0.5456	0.7386
1.0382	3.1636	696	0.5045	0.6174	0.5045	0.7103
1.0382	3.1727	698	0.5490	0.5521	0.5490	0.7410
1.0382	3.1818	700	0.5082	0.6071	0.5082	0.7129
1.0382	3.1909	702	0.5047	0.6451	0.5047	0.7104
1.0382	3.2	704	0.5614	0.6393	0.5614	0.7492
1.0382	3.2091	706	0.5437	0.6569	0.5437	0.7374
1.0382	3.2182	708	0.5230	0.6285	0.5230	0.7232
1.0382	3.2273	710	0.5224	0.6339	0.5224	0.7227
1.0382	3.2364	712	0.5708	0.6408	0.5708	0.7555
1.0382	3.2455	714	0.6093	0.6229	0.6093	0.7806
1.0382	3.2545	716	0.5601	0.6353	0.5601	0.7484
1.0382	3.2636	718	0.5181	0.6363	0.5181	0.7198
1.0382	3.2727	720	0.5185	0.6199	0.5185	0.7201
1.0382	3.2818	722	0.5180	0.6249	0.5180	0.7197
1.0382	3.2909	724	0.5313	0.6350	0.5313	0.7289
1.0382	3.3	726	0.5728	0.6374	0.5728	0.7568
1.0382	3.3091	728	0.5259	0.6324	0.5259	0.7252
1.0382	3.3182	730	0.5249	0.6359	0.5249	0.7245
1.0382	3.3273	732	0.5671	0.6401	0.5671	0.7531
1.0382	3.3364	734	0.5660	0.6451	0.5660	0.7524
1.0382	3.3455	736	0.5266	0.6457	0.5266	0.7257
1.0382	3.3545	738	0.5141	0.6320	0.5141	0.7170
1.0382	3.3636	740	0.5192	0.6246	0.5192	0.7206
1.0382	3.3727	742	0.5233	0.6071	0.5233	0.7234
1.0382	3.3818	744	0.5238	0.6335	0.5238	0.7237
1.0382	3.3909	746	0.5451	0.6498	0.5451	0.7383
1.0382	3.4	748	0.6725	0.5962	0.6725	0.8201
1.0382	3.4091	750	0.6499	0.6003	0.6499	0.8062
1.0382	3.4182	752	0.5320	0.6298	0.5320	0.7294
1.0382	3.4273	754	0.5215	0.6008	0.5215	0.7222
1.0382	3.4364	756	0.5189	0.6060	0.5189	0.7203

Framework versions

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