ASAP_FineTuningBERT_noAug_task1_organization_fold2

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: 0.4019
• Qwk: 0.6178
• Mse: 0.4019
• Rmse: 0.6340

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: 8
• eval_batch_size: 8
• 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	0.0149	2	10.6723	0.0	10.6723	3.2669
No log	0.0299	4	8.0196	0.0147	8.0196	2.8319
No log	0.0448	6	6.7512	0.0018	6.7512	2.5983
No log	0.0597	8	5.4079	0.0	5.4079	2.3255
No log	0.0746	10	4.3200	0.0	4.3200	2.0785
No log	0.0896	12	3.3410	0.0203	3.3410	1.8278
No log	0.1045	14	2.5753	0.0039	2.5753	1.6048
No log	0.1194	16	1.9293	0.0	1.9293	1.3890
No log	0.1343	18	1.4190	0.0394	1.4190	1.1912
No log	0.1493	20	1.1002	0.0551	1.1002	1.0489
No log	0.1642	22	0.8937	0.0213	0.8937	0.9454
No log	0.1791	24	0.8050	0.0213	0.8050	0.8972
No log	0.1940	26	0.8031	0.0107	0.8031	0.8962
No log	0.2090	28	0.7277	0.0127	0.7277	0.8531
No log	0.2239	30	0.8531	0.3495	0.8531	0.9236
No log	0.2388	32	0.7096	0.4475	0.7096	0.8424
No log	0.2537	34	0.5980	0.2309	0.5980	0.7733
No log	0.2687	36	0.6013	0.4605	0.6013	0.7754
No log	0.2836	38	0.5720	0.4946	0.5720	0.7563
No log	0.2985	40	0.7095	0.4501	0.7095	0.8423
No log	0.3134	42	0.5962	0.4586	0.5962	0.7722
No log	0.3284	44	0.9455	0.2571	0.9455	0.9724
No log	0.3433	46	0.7965	0.3476	0.7965	0.8925
No log	0.3582	48	0.5109	0.5592	0.5109	0.7148
No log	0.3731	50	0.4506	0.5495	0.4506	0.6712
No log	0.3881	52	0.6493	0.3666	0.6493	0.8058
No log	0.4030	54	0.4714	0.4554	0.4714	0.6866
No log	0.4179	56	0.6649	0.5302	0.6649	0.8154
No log	0.4328	58	0.8137	0.1573	0.8137	0.9020
No log	0.4478	60	0.6959	0.1235	0.6959	0.8342
No log	0.4627	62	0.5418	0.2233	0.5418	0.7360
No log	0.4776	64	0.5405	0.4401	0.5405	0.7352
No log	0.4925	66	0.4282	0.5609	0.4282	0.6543
No log	0.5075	68	0.9270	0.5423	0.9270	0.9628
No log	0.5224	70	1.5020	0.2131	1.5020	1.2256
No log	0.5373	72	1.5728	-0.1710	1.5728	1.2541
No log	0.5522	74	1.5166	-0.1929	1.5166	1.2315
No log	0.5672	76	1.2478	0.1460	1.2478	1.1170
No log	0.5821	78	0.7418	0.5734	0.7418	0.8613
No log	0.5970	80	0.6572	0.4067	0.6572	0.8107
No log	0.6119	82	1.3596	0.2263	1.3596	1.1660
No log	0.6269	84	1.0630	0.2400	1.0630	1.0310
No log	0.6418	86	0.5359	0.3310	0.5359	0.7321
No log	0.6567	88	0.6048	0.5168	0.6048	0.7777
No log	0.6716	90	0.8205	0.4091	0.8205	0.9058
No log	0.6866	92	0.8275	0.4222	0.8275	0.9097
No log	0.7015	94	0.6541	0.4793	0.6541	0.8088
No log	0.7164	96	0.5238	0.4510	0.5238	0.7238
No log	0.7313	98	0.7767	0.2120	0.7767	0.8813
No log	0.7463	100	0.9265	0.1973	0.9265	0.9625
No log	0.7612	102	0.7537	0.2281	0.7537	0.8681
No log	0.7761	104	0.5126	0.4141	0.5126	0.7160
No log	0.7910	106	0.5120	0.5326	0.5120	0.7156
No log	0.8060	108	0.8517	0.4371	0.8517	0.9229
No log	0.8209	110	0.9598	0.4174	0.9598	0.9797
No log	0.8358	112	0.8190	0.4487	0.8190	0.9050
No log	0.8507	114	0.5733	0.5690	0.5733	0.7572
No log	0.8657	116	0.4481	0.4554	0.4481	0.6694
No log	0.8806	118	0.4435	0.4676	0.4435	0.6659
No log	0.8955	120	0.4323	0.5734	0.4323	0.6575
No log	0.9104	122	0.4693	0.5942	0.4693	0.6851
No log	0.9254	124	0.4604	0.6121	0.4604	0.6785
No log	0.9403	126	0.4576	0.6240	0.4576	0.6765
No log	0.9552	128	0.4137	0.5743	0.4137	0.6432
No log	0.9701	130	0.4161	0.5845	0.4161	0.6450
No log	0.9851	132	0.4220	0.6016	0.4220	0.6496
No log	1.0	134	0.5155	0.5960	0.5155	0.7180
No log	1.0149	136	0.7270	0.5617	0.7270	0.8526
No log	1.0299	138	0.6997	0.5609	0.6997	0.8365
No log	1.0448	140	0.5063	0.6189	0.5063	0.7115
No log	1.0597	142	0.4162	0.5157	0.4162	0.6452
No log	1.0746	144	0.4173	0.5155	0.4173	0.6460
No log	1.0896	146	0.4328	0.5797	0.4328	0.6578
No log	1.1045	148	0.4867	0.6208	0.4867	0.6976
No log	1.1194	150	0.5164	0.6162	0.5164	0.7186
No log	1.1343	152	0.4248	0.6130	0.4248	0.6518
No log	1.1493	154	0.4056	0.5097	0.4056	0.6369
No log	1.1642	156	0.4180	0.4979	0.4180	0.6465
No log	1.1791	158	0.4140	0.4830	0.4140	0.6434
No log	1.1940	160	0.3920	0.5834	0.3920	0.6261
No log	1.2090	162	0.5018	0.6209	0.5018	0.7084
No log	1.2239	164	0.5007	0.6149	0.5007	0.7076
No log	1.2388	166	0.3837	0.5746	0.3837	0.6194
No log	1.2537	168	0.3738	0.5724	0.3738	0.6114
No log	1.2687	170	0.3754	0.5150	0.3754	0.6127
No log	1.2836	172	0.3874	0.5077	0.3874	0.6224
No log	1.2985	174	0.3703	0.5487	0.3703	0.6085
No log	1.3134	176	0.4615	0.6415	0.4615	0.6794
No log	1.3284	178	0.5513	0.6312	0.5513	0.7425
No log	1.3433	180	0.4480	0.6323	0.4480	0.6693
No log	1.3582	182	0.3704	0.5794	0.3704	0.6086
No log	1.3731	184	0.3760	0.6128	0.3760	0.6132
No log	1.3881	186	0.5736	0.6382	0.5736	0.7573
No log	1.4030	188	0.8438	0.5747	0.8438	0.9186
No log	1.4179	190	0.7297	0.6097	0.7297	0.8542
No log	1.4328	192	0.4222	0.6309	0.4222	0.6498
No log	1.4478	194	0.3687	0.6092	0.3687	0.6072
No log	1.4627	196	0.3766	0.5380	0.3766	0.6137
No log	1.4776	198	0.3790	0.5817	0.3790	0.6156
No log	1.4925	200	0.5637	0.6074	0.5637	0.7508
No log	1.5075	202	0.6733	0.5417	0.6733	0.8206
No log	1.5224	204	0.5421	0.5903	0.5421	0.7362
No log	1.5373	206	0.4198	0.5017	0.4198	0.6479
No log	1.5522	208	0.4067	0.4710	0.4067	0.6378
No log	1.5672	210	0.3855	0.5307	0.3855	0.6209
No log	1.5821	212	0.3872	0.5825	0.3872	0.6223
No log	1.5970	214	0.5825	0.6071	0.5825	0.7632
No log	1.6119	216	0.6934	0.5796	0.6934	0.8327
No log	1.6269	218	0.5314	0.6316	0.5314	0.7289
No log	1.6418	220	0.3797	0.5727	0.3797	0.6162
No log	1.6567	222	0.3781	0.5437	0.3781	0.6149
No log	1.6716	224	0.4057	0.5972	0.4057	0.6369
No log	1.6866	226	0.5567	0.6223	0.5567	0.7461
No log	1.7015	228	0.7409	0.5818	0.7409	0.8607
No log	1.7164	230	0.6184	0.6175	0.6184	0.7864
No log	1.7313	232	0.3965	0.6034	0.3965	0.6297
No log	1.7463	234	0.3759	0.5179	0.3759	0.6131
No log	1.7612	236	0.3910	0.5207	0.3910	0.6253
No log	1.7761	238	0.3682	0.5532	0.3682	0.6068
No log	1.7910	240	0.4153	0.6072	0.4153	0.6445
No log	1.8060	242	0.4108	0.6056	0.4108	0.6409
No log	1.8209	244	0.3800	0.6043	0.3800	0.6164
No log	1.8358	246	0.4004	0.6093	0.4004	0.6328
No log	1.8507	248	0.3965	0.6092	0.3965	0.6297
No log	1.8657	250	0.4606	0.6226	0.4606	0.6787
No log	1.8806	252	0.4519	0.6103	0.4519	0.6722
No log	1.8955	254	0.3861	0.5936	0.3861	0.6214
No log	1.9104	256	0.3711	0.5630	0.3711	0.6092
No log	1.9254	258	0.3742	0.5579	0.3742	0.6117
No log	1.9403	260	0.3694	0.5894	0.3694	0.6078
No log	1.9552	262	0.4554	0.6053	0.4554	0.6748
No log	1.9701	264	0.5007	0.6153	0.5007	0.7076
No log	1.9851	266	0.4067	0.5887	0.4067	0.6377
No log	2.0	268	0.3789	0.5692	0.3789	0.6155
No log	2.0149	270	0.3837	0.5790	0.3837	0.6195
No log	2.0299	272	0.4043	0.6282	0.4043	0.6358
No log	2.0448	274	0.3945	0.6059	0.3945	0.6281
No log	2.0597	276	0.3965	0.5513	0.3965	0.6297
No log	2.0746	278	0.3914	0.5688	0.3914	0.6256
No log	2.0896	280	0.3853	0.5591	0.3853	0.6208
No log	2.1045	282	0.3710	0.5621	0.3710	0.6091
No log	2.1194	284	0.4037	0.6112	0.4037	0.6354
No log	2.1343	286	0.5285	0.628	0.5285	0.7270
No log	2.1493	288	0.5545	0.6291	0.5545	0.7446
No log	2.1642	290	0.4439	0.6180	0.4439	0.6662
No log	2.1791	292	0.3927	0.5564	0.3927	0.6266
No log	2.1940	294	0.3910	0.5715	0.3910	0.6253
No log	2.2090	296	0.4127	0.6214	0.4127	0.6424
No log	2.2239	298	0.6559	0.6632	0.6559	0.8099
No log	2.2388	300	0.7738	0.6685	0.7738	0.8797
No log	2.2537	302	0.5860	0.7173	0.5860	0.7655
No log	2.2687	304	0.4022	0.6446	0.4022	0.6342
No log	2.2836	306	0.3663	0.5595	0.3663	0.6052
No log	2.2985	308	0.3702	0.5264	0.3702	0.6085
No log	2.3134	310	0.3845	0.5926	0.3845	0.6201
No log	2.3284	312	0.4261	0.6176	0.4261	0.6528
No log	2.3433	314	0.4911	0.6723	0.4911	0.7008
No log	2.3582	316	0.4581	0.6549	0.4581	0.6768
No log	2.3731	318	0.4864	0.6800	0.4864	0.6974
No log	2.3881	320	0.4853	0.6792	0.4853	0.6967
No log	2.4030	322	0.3965	0.6407	0.3965	0.6297
No log	2.4179	324	0.3642	0.6047	0.3642	0.6035
No log	2.4328	326	0.3735	0.6251	0.3735	0.6112
No log	2.4478	328	0.3879	0.6602	0.3879	0.6228
No log	2.4627	330	0.4711	0.6811	0.4711	0.6863
No log	2.4776	332	0.5181	0.6826	0.5181	0.7198
No log	2.4925	334	0.4261	0.6815	0.4261	0.6528
No log	2.5075	336	0.3713	0.6178	0.3713	0.6093
No log	2.5224	338	0.3915	0.6150	0.3915	0.6257
No log	2.5373	340	0.4782	0.6273	0.4782	0.6915
No log	2.5522	342	0.4885	0.6254	0.4885	0.6989
No log	2.5672	344	0.3732	0.5994	0.3732	0.6109
No log	2.5821	346	0.3801	0.5070	0.3801	0.6165
No log	2.5970	348	0.3712	0.5171	0.3712	0.6093
No log	2.6119	350	0.3892	0.6010	0.3892	0.6239
No log	2.6269	352	0.4466	0.6172	0.4466	0.6682
No log	2.6418	354	0.4190	0.6207	0.4190	0.6473
No log	2.6567	356	0.4621	0.6291	0.4621	0.6798
No log	2.6716	358	0.5066	0.6446	0.5066	0.7117
No log	2.6866	360	0.4838	0.6342	0.4838	0.6956
No log	2.7015	362	0.4915	0.6348	0.4915	0.7011
No log	2.7164	364	0.4462	0.6166	0.4462	0.6680
No log	2.7313	366	0.4533	0.6078	0.4533	0.6733
No log	2.7463	368	0.4024	0.5870	0.4024	0.6343
No log	2.7612	370	0.3806	0.5062	0.3806	0.6170
No log	2.7761	372	0.3836	0.5292	0.3836	0.6193
No log	2.7910	374	0.4720	0.6403	0.4720	0.6870
No log	2.8060	376	0.6091	0.6852	0.6091	0.7804
No log	2.8209	378	0.5916	0.6899	0.5916	0.7692
No log	2.8358	380	0.4347	0.6504	0.4347	0.6593
No log	2.8507	382	0.3827	0.5263	0.3827	0.6186
No log	2.8657	384	0.3760	0.5528	0.3760	0.6132
No log	2.8806	386	0.4068	0.6310	0.4068	0.6378
No log	2.8955	388	0.4517	0.6792	0.4517	0.6721
No log	2.9104	390	0.5059	0.7043	0.5059	0.7113
No log	2.9254	392	0.4551	0.6900	0.4551	0.6746
No log	2.9403	394	0.4066	0.6623	0.4066	0.6377
No log	2.9552	396	0.3756	0.5860	0.3756	0.6128
No log	2.9701	398	0.3748	0.6201	0.3748	0.6122
No log	2.9851	400	0.4823	0.7260	0.4823	0.6945
No log	3.0	402	0.8645	0.6806	0.8645	0.9298
No log	3.0149	404	1.0827	0.6450	1.0827	1.0405
No log	3.0299	406	0.9742	0.6459	0.9742	0.9870
No log	3.0448	408	0.6778	0.6834	0.6778	0.8233
No log	3.0597	410	0.3943	0.6459	0.3943	0.6279
No log	3.0746	412	0.4061	0.5399	0.4061	0.6372
No log	3.0896	414	0.4281	0.5271	0.4281	0.6543
No log	3.1045	416	0.3730	0.5521	0.3730	0.6107
No log	3.1194	418	0.3620	0.5560	0.3620	0.6017
No log	3.1343	420	0.3905	0.6278	0.3905	0.6249
No log	3.1493	422	0.5022	0.6407	0.5022	0.7087
No log	3.1642	424	0.5048	0.6531	0.5048	0.7105
No log	3.1791	426	0.4764	0.6935	0.4764	0.6902
No log	3.1940	428	0.4028	0.6851	0.4028	0.6346
No log	3.2090	430	0.3597	0.6006	0.3597	0.5998
No log	3.2239	432	0.3684	0.5441	0.3684	0.6070
No log	3.2388	434	0.4018	0.5004	0.4018	0.6339
No log	3.2537	436	0.3960	0.5008	0.3960	0.6293
No log	3.2687	438	0.3610	0.5454	0.3610	0.6008
No log	3.2836	440	0.3691	0.6468	0.3691	0.6076
No log	3.2985	442	0.4106	0.6914	0.4106	0.6407
No log	3.3134	444	0.4149	0.6940	0.4149	0.6441
No log	3.3284	446	0.4141	0.6986	0.4141	0.6435
No log	3.3433	448	0.4705	0.7152	0.4705	0.6859
No log	3.3582	450	0.5107	0.7222	0.5107	0.7146
No log	3.3731	452	0.4633	0.7182	0.4633	0.6806
No log	3.3881	454	0.4139	0.6752	0.4139	0.6434
No log	3.4030	456	0.4128	0.6540	0.4128	0.6425
No log	3.4179	458	0.4231	0.6693	0.4231	0.6505
No log	3.4328	460	0.4804	0.6986	0.4804	0.6931
No log	3.4478	462	0.4738	0.6952	0.4738	0.6884
No log	3.4627	464	0.4331	0.6709	0.4331	0.6581
No log	3.4776	466	0.4702	0.6897	0.4702	0.6857
No log	3.4925	468	0.5055	0.7159	0.5055	0.7110
No log	3.5075	470	0.5052	0.6984	0.5052	0.7107
No log	3.5224	472	0.4447	0.6598	0.4447	0.6669
No log	3.5373	474	0.3962	0.5610	0.3962	0.6295
No log	3.5522	476	0.4018	0.5672	0.4018	0.6339
No log	3.5672	478	0.4686	0.6776	0.4686	0.6846
No log	3.5821	480	0.6473	0.7106	0.6473	0.8045
No log	3.5970	482	0.7050	0.7008	0.7050	0.8396
No log	3.6119	484	0.5445	0.7366	0.5445	0.7379
No log	3.6269	486	0.4119	0.7018	0.4119	0.6418
No log	3.6418	488	0.4060	0.6988	0.4060	0.6372
No log	3.6567	490	0.4481	0.7081	0.4481	0.6694
No log	3.6716	492	0.4862	0.7143	0.4862	0.6973
No log	3.6866	494	0.4875	0.7181	0.4875	0.6982
No log	3.7015	496	0.4247	0.6708	0.4247	0.6517
No log	3.7164	498	0.4031	0.6288	0.4031	0.6349
0.6867	3.7313	500	0.4215	0.6428	0.4215	0.6492
0.6867	3.7463	502	0.4513	0.6477	0.4513	0.6718
0.6867	3.7612	504	0.4561	0.6484	0.4561	0.6753
0.6867	3.7761	506	0.4755	0.6801	0.4755	0.6895
0.6867	3.7910	508	0.5139	0.7195	0.5139	0.7169
0.6867	3.8060	510	0.4454	0.6843	0.4454	0.6674
0.6867	3.8209	512	0.3860	0.6392	0.3860	0.6213
0.6867	3.8358	514	0.3834	0.6414	0.3834	0.6192
0.6867	3.8507	516	0.4071	0.6848	0.4071	0.6380
0.6867	3.8657	518	0.5722	0.7312	0.5722	0.7564
0.6867	3.8806	520	0.7427	0.7166	0.7427	0.8618
0.6867	3.8955	522	0.6273	0.7288	0.6273	0.7920
0.6867	3.9104	524	0.4069	0.6740	0.4069	0.6379
0.6867	3.9254	526	0.3939	0.5727	0.3939	0.6276
0.6867	3.9403	528	0.3774	0.5867	0.3774	0.6143
0.6867	3.9552	530	0.3962	0.6747	0.3962	0.6294
0.6867	3.9701	532	0.4160	0.6860	0.4160	0.6450
0.6867	3.9851	534	0.5203	0.7269	0.5203	0.7213
0.6867	4.0	536	0.5171	0.7174	0.5171	0.7191
0.6867	4.0149	538	0.4427	0.7012	0.4427	0.6653
0.6867	4.0299	540	0.3932	0.6544	0.3932	0.6271
0.6867	4.0448	542	0.3995	0.6563	0.3995	0.6321
0.6867	4.0597	544	0.4455	0.6756	0.4455	0.6674
0.6867	4.0746	546	0.4329	0.6616	0.4329	0.6579
0.6867	4.0896	548	0.5155	0.6943	0.5155	0.7180
0.6867	4.1045	550	0.6823	0.7014	0.6823	0.8260
0.6867	4.1194	552	0.6007	0.7095	0.6007	0.7750
0.6867	4.1343	554	0.4191	0.6377	0.4191	0.6473
0.6867	4.1493	556	0.4892	0.4879	0.4892	0.6994
0.6867	4.1642	558	0.5270	0.4635	0.5270	0.7260
0.6867	4.1791	560	0.4242	0.5605	0.4242	0.6513
0.6867	4.1940	562	0.4932	0.7021	0.4932	0.7023
0.6867	4.2090	564	0.8160	0.7015	0.8160	0.9033
0.6867	4.2239	566	0.8848	0.6839	0.8848	0.9406
0.6867	4.2388	568	0.6684	0.7170	0.6684	0.8176
0.6867	4.2537	570	0.4052	0.6716	0.4052	0.6366
0.6867	4.2687	572	0.4048	0.5508	0.4048	0.6362
0.6867	4.2836	574	0.4236	0.5117	0.4236	0.6508
0.6867	4.2985	576	0.3831	0.5732	0.3831	0.6189
0.6867	4.3134	578	0.4459	0.7100	0.4459	0.6677
0.6867	4.3284	580	0.5156	0.7389	0.5156	0.7181
0.6867	4.3433	582	0.4607	0.7109	0.4607	0.6788
0.6867	4.3582	584	0.4066	0.6634	0.4066	0.6376
0.6867	4.3731	586	0.3785	0.5836	0.3785	0.6152
0.6867	4.3881	588	0.3822	0.6120	0.3822	0.6182
0.6867	4.4030	590	0.4015	0.6508	0.4015	0.6337
0.6867	4.4179	592	0.4224	0.6773	0.4224	0.6499
0.6867	4.4328	594	0.5277	0.7319	0.5277	0.7265
0.6867	4.4478	596	0.5373	0.7365	0.5373	0.7330
0.6867	4.4627	598	0.4303	0.6786	0.4303	0.6560
0.6867	4.4776	600	0.4085	0.6630	0.4085	0.6392
0.6867	4.4925	602	0.3972	0.6233	0.3972	0.6303
0.6867	4.5075	604	0.4347	0.6739	0.4347	0.6593
0.6867	4.5224	606	0.5232	0.7277	0.5232	0.7233
0.6867	4.5373	608	0.5409	0.7335	0.5409	0.7355
0.6867	4.5522	610	0.4524	0.6914	0.4524	0.6726
0.6867	4.5672	612	0.3990	0.6173	0.3990	0.6317
0.6867	4.5821	614	0.3893	0.5670	0.3893	0.6239
0.6867	4.5970	616	0.3889	0.5826	0.3889	0.6236
0.6867	4.6119	618	0.4286	0.6390	0.4286	0.6547
0.6867	4.6269	620	0.5295	0.6751	0.5295	0.7277
0.6867	4.6418	622	0.5044	0.6693	0.5044	0.7102
0.6867	4.6567	624	0.4350	0.6359	0.4350	0.6596
0.6867	4.6716	626	0.4261	0.6253	0.4261	0.6528
0.6867	4.6866	628	0.4536	0.6457	0.4536	0.6735
0.6867	4.7015	630	0.4404	0.6363	0.4404	0.6636
0.6867	4.7164	632	0.4181	0.6032	0.4181	0.6466
0.6867	4.7313	634	0.4086	0.5923	0.4086	0.6392
0.6867	4.7463	636	0.4286	0.6263	0.4286	0.6547
0.6867	4.7612	638	0.5067	0.6567	0.5067	0.7118
0.6867	4.7761	640	0.5520	0.6851	0.5520	0.7429
0.6867	4.7910	642	0.6143	0.6895	0.6143	0.7838
0.6867	4.8060	644	0.5175	0.6809	0.5175	0.7194
0.6867	4.8209	646	0.4578	0.6499	0.4578	0.6766
0.6867	4.8358	648	0.4229	0.6206	0.4229	0.6503
0.6867	4.8507	650	0.4364	0.6437	0.4364	0.6606
0.6867	4.8657	652	0.5377	0.7045	0.5377	0.7333
0.6867	4.8806	654	0.5696	0.7149	0.5696	0.7547
0.6867	4.8955	656	0.5439	0.6990	0.5439	0.7375
0.6867	4.9104	658	0.4545	0.6725	0.4545	0.6742
0.6867	4.9254	660	0.4113	0.5951	0.4113	0.6413
0.6867	4.9403	662	0.4059	0.5820	0.4059	0.6371
0.6867	4.9552	664	0.4198	0.6488	0.4198	0.6479
0.6867	4.9701	666	0.4582	0.6778	0.4582	0.6769
0.6867	4.9851	668	0.5464	0.7070	0.5464	0.7392
0.6867	5.0	670	0.5293	0.7035	0.5293	0.7275
0.6867	5.0149	672	0.4097	0.6136	0.4097	0.6401
0.6867	5.0299	674	0.3865	0.5612	0.3865	0.6217
0.6867	5.0448	676	0.3894	0.5330	0.3894	0.6240
0.6867	5.0597	678	0.3835	0.5446	0.3835	0.6192
0.6867	5.0746	680	0.4047	0.6457	0.4047	0.6361
0.6867	5.0896	682	0.5507	0.7066	0.5507	0.7421
0.6867	5.1045	684	0.5959	0.7121	0.5959	0.7719
0.6867	5.1194	686	0.4754	0.7104	0.4754	0.6895
0.6867	5.1343	688	0.3849	0.6330	0.3849	0.6204
0.6867	5.1493	690	0.3842	0.5624	0.3842	0.6199
0.6867	5.1642	692	0.3824	0.5601	0.3824	0.6184
0.6867	5.1791	694	0.3783	0.5908	0.3783	0.6151
0.6867	5.1940	696	0.4638	0.6956	0.4638	0.6810
0.6867	5.2090	698	0.6786	0.7080	0.6786	0.8238
0.6867	5.2239	700	0.7035	0.6977	0.7035	0.8387
0.6867	5.2388	702	0.5369	0.6995	0.5369	0.7327
0.6867	5.2537	704	0.3970	0.5952	0.3970	0.6301
0.6867	5.2687	706	0.3947	0.5398	0.3947	0.6283
0.6867	5.2836	708	0.3940	0.5818	0.3940	0.6277
0.6867	5.2985	710	0.4627	0.6748	0.4627	0.6802
0.6867	5.3134	712	0.6652	0.7102	0.6652	0.8156
0.6867	5.3284	714	0.7262	0.6977	0.7262	0.8522
0.6867	5.3433	716	0.5989	0.7096	0.5989	0.7739
0.6867	5.3582	718	0.4288	0.6412	0.4288	0.6549
0.6867	5.3731	720	0.4217	0.5634	0.4217	0.6494
0.6867	5.3881	722	0.4240	0.5710	0.4240	0.6511
0.6867	5.4030	724	0.4288	0.6267	0.4288	0.6548
0.6867	5.4179	726	0.5064	0.6891	0.5064	0.7116
0.6867	5.4328	728	0.6082	0.7061	0.6082	0.7799
0.6867	5.4478	730	0.5771	0.7097	0.5771	0.7597
0.6867	5.4627	732	0.4558	0.6612	0.4558	0.6751
0.6867	5.4776	734	0.4090	0.5892	0.4090	0.6396
0.6867	5.4925	736	0.4074	0.5540	0.4074	0.6382
0.6867	5.5075	738	0.4043	0.5708	0.4043	0.6358
0.6867	5.5224	740	0.4282	0.6368	0.4282	0.6544
0.6867	5.5373	742	0.4964	0.7011	0.4964	0.7046
0.6867	5.5522	744	0.4775	0.6890	0.4775	0.6910
0.6867	5.5672	746	0.4173	0.6433	0.4173	0.6460
0.6867	5.5821	748	0.4056	0.5228	0.4056	0.6368
0.6867	5.5970	750	0.4548	0.4874	0.4548	0.6744
0.6867	5.6119	752	0.4322	0.4972	0.4322	0.6574
0.6867	5.6269	754	0.3982	0.5838	0.3982	0.6311
0.6867	5.6418	756	0.4501	0.6676	0.4501	0.6709
0.6867	5.6567	758	0.5407	0.7068	0.5407	0.7353
0.6867	5.6716	760	0.5601	0.7145	0.5601	0.7484
0.6867	5.6866	762	0.4580	0.6820	0.4580	0.6768
0.6867	5.7015	764	0.3934	0.6165	0.3934	0.6272
0.6867	5.7164	766	0.3879	0.6109	0.3879	0.6228
0.6867	5.7313	768	0.4246	0.6749	0.4246	0.6516
0.6867	5.7463	770	0.5022	0.7105	0.5022	0.7086
0.6867	5.7612	772	0.4743	0.7067	0.4743	0.6887
0.6867	5.7761	774	0.4157	0.6845	0.4157	0.6448
0.6867	5.7910	776	0.3863	0.5933	0.3863	0.6215
0.6867	5.8060	778	0.4007	0.5622	0.4007	0.6330
0.6867	5.8209	780	0.3891	0.6170	0.3891	0.6238
0.6867	5.8358	782	0.4245	0.6916	0.4245	0.6515
0.6867	5.8507	784	0.5644	0.7295	0.5644	0.7513
0.6867	5.8657	786	0.6563	0.7115	0.6563	0.8101
0.6867	5.8806	788	0.5803	0.7269	0.5803	0.7618
0.6867	5.8955	790	0.4334	0.6835	0.4334	0.6584
0.6867	5.9104	792	0.3905	0.6221	0.3905	0.6249
0.6867	5.9254	794	0.3870	0.6051	0.3870	0.6221
0.6867	5.9403	796	0.3873	0.6158	0.3873	0.6224
0.6867	5.9552	798	0.4172	0.6693	0.4172	0.6459
0.6867	5.9701	800	0.4687	0.6976	0.4687	0.6846
0.6867	5.9851	802	0.4404	0.6908	0.4404	0.6636
0.6867	6.0	804	0.4005	0.6394	0.4005	0.6329
0.6867	6.0149	806	0.4025	0.6449	0.4025	0.6344
0.6867	6.0299	808	0.4188	0.6459	0.4188	0.6471
0.6867	6.0448	810	0.4294	0.6493	0.4294	0.6552
0.6867	6.0597	812	0.4310	0.6491	0.4310	0.6565
0.6867	6.0746	814	0.4477	0.6492	0.4477	0.6691
0.6867	6.0896	816	0.4447	0.6503	0.4447	0.6669
0.6867	6.1045	818	0.4077	0.6298	0.4077	0.6385
0.6867	6.1194	820	0.4080	0.6290	0.4080	0.6388
0.6867	6.1343	822	0.4279	0.6579	0.4279	0.6542
0.6867	6.1493	824	0.5386	0.7162	0.5386	0.7339
0.6867	6.1642	826	0.6260	0.7172	0.6260	0.7912
0.6867	6.1791	828	0.5925	0.7186	0.5925	0.7698
0.6867	6.1940	830	0.4686	0.6902	0.4686	0.6845
0.6867	6.2090	832	0.4237	0.6442	0.4237	0.6509
0.6867	6.2239	834	0.4067	0.6286	0.4067	0.6377
0.6867	6.2388	836	0.4268	0.6410	0.4268	0.6533
0.6867	6.2537	838	0.4574	0.6760	0.4574	0.6763
0.6867	6.2687	840	0.4420	0.6505	0.4420	0.6649
0.6867	6.2836	842	0.4046	0.6227	0.4046	0.6361
0.6867	6.2985	844	0.3979	0.6095	0.3979	0.6308
0.6867	6.3134	846	0.4076	0.6335	0.4076	0.6384
0.6867	6.3284	848	0.4152	0.6395	0.4152	0.6444
0.6867	6.3433	850	0.4019	0.6178	0.4019	0.6340

Framework versions

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