ASAP_FineTuningBERT_Aug_k15_task1_organization_fold3

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: 0.5611
• Qwk: 0.6445
• Mse: 0.5611
• Rmse: 0.7490

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	0.0079	2	10.6593	0.0	10.6593	3.2649
No log	0.0159	4	8.8544	0.0115	8.8544	2.9756
No log	0.0238	6	7.0416	0.0075	7.0416	2.6536
No log	0.0317	8	5.6980	0.0	5.6980	2.3871
No log	0.0397	10	4.3975	0.0002	4.3975	2.0970
No log	0.0476	12	3.3886	0.0331	3.3886	1.8408
No log	0.0556	14	2.5950	0.0076	2.5950	1.6109
No log	0.0635	16	1.9176	0.0038	1.9176	1.3848
No log	0.0714	18	1.4932	0.0602	1.4932	1.2219
No log	0.0794	20	1.1341	0.0463	1.1341	1.0649
No log	0.0873	22	0.9262	0.0202	0.9262	0.9624
No log	0.0952	24	0.9305	0.0202	0.9305	0.9646
No log	0.1032	26	0.8372	0.0202	0.8372	0.9150
No log	0.1111	28	0.8324	0.0202	0.8324	0.9124
No log	0.1190	30	0.8161	0.0202	0.8161	0.9034
No log	0.1270	32	0.7895	0.0466	0.7895	0.8885
No log	0.1349	34	0.7733	0.1064	0.7733	0.8794
No log	0.1429	36	0.7661	0.0384	0.7661	0.8752
No log	0.1508	38	0.8125	0.0365	0.8125	0.9014
No log	0.1587	40	0.7514	0.0593	0.7514	0.8668
No log	0.1667	42	0.8088	0.0365	0.8088	0.8993
No log	0.1746	44	1.0602	0.1159	1.0602	1.0297
No log	0.1825	46	0.8936	0.0656	0.8936	0.9453
No log	0.1905	48	0.7089	0.1947	0.7089	0.8419
No log	0.1984	50	0.7342	0.2964	0.7342	0.8569
No log	0.2063	52	0.8372	0.0302	0.8372	0.9150
No log	0.2143	54	0.7997	0.0248	0.7997	0.8942
No log	0.2222	56	0.7667	0.3129	0.7667	0.8756
No log	0.2302	58	0.7354	0.1745	0.7354	0.8576
No log	0.2381	60	0.7792	0.0302	0.7792	0.8827
No log	0.2460	62	0.7267	0.0657	0.7267	0.8525
No log	0.2540	64	0.7565	0.4128	0.7565	0.8698
No log	0.2619	66	0.7563	0.4082	0.7563	0.8696
No log	0.2698	68	0.7246	0.0384	0.7246	0.8512
No log	0.2778	70	0.7852	0.0716	0.7852	0.8861
No log	0.2857	72	0.7876	0.0938	0.7876	0.8874
No log	0.2937	74	0.6739	0.1144	0.6739	0.8209
No log	0.3016	76	0.6866	0.3628	0.6866	0.8286
No log	0.3095	78	0.6526	0.2541	0.6526	0.8079
No log	0.3175	80	0.6887	0.1547	0.6887	0.8299
No log	0.3254	82	0.6469	0.2234	0.6469	0.8043
No log	0.3333	84	0.6710	0.3911	0.6710	0.8192
No log	0.3413	86	0.7222	0.4149	0.7222	0.8498
No log	0.3492	88	0.6595	0.3370	0.6595	0.8121
No log	0.3571	90	0.6649	0.1629	0.6649	0.8154
No log	0.3651	92	0.6673	0.1290	0.6673	0.8169
No log	0.3730	94	0.6759	0.2838	0.6759	0.8221
No log	0.3810	96	0.7253	0.4274	0.7253	0.8516
No log	0.3889	98	0.7609	0.4513	0.7609	0.8723
No log	0.3968	100	0.7103	0.4131	0.7103	0.8428
No log	0.4048	102	0.6840	0.2203	0.6840	0.8270
No log	0.4127	104	0.6955	0.2918	0.6955	0.8340
No log	0.4206	106	0.7796	0.4203	0.7796	0.8830
No log	0.4286	108	0.7648	0.4281	0.7648	0.8745
No log	0.4365	110	0.6723	0.4147	0.6723	0.8200
No log	0.4444	112	0.6122	0.3216	0.6122	0.7824
No log	0.4524	114	0.6571	0.2300	0.6571	0.8106
No log	0.4603	116	0.6543	0.2498	0.6543	0.8089
No log	0.4683	118	0.5611	0.4038	0.5611	0.7491
No log	0.4762	120	0.6894	0.4585	0.6894	0.8303
No log	0.4841	122	0.7501	0.4047	0.7501	0.8661
No log	0.4921	124	0.6777	0.4594	0.6777	0.8232
No log	0.5	126	0.5755	0.4771	0.5755	0.7586
No log	0.5079	128	0.5804	0.4159	0.5804	0.7618
No log	0.5159	130	0.5730	0.4187	0.5730	0.7570
No log	0.5238	132	0.5662	0.4696	0.5662	0.7525
No log	0.5317	134	0.6138	0.4956	0.6138	0.7834
No log	0.5397	136	0.5794	0.4809	0.5794	0.7612
No log	0.5476	138	0.5663	0.3740	0.5663	0.7525
No log	0.5556	140	0.5785	0.3788	0.5785	0.7606
No log	0.5635	142	0.5711	0.3850	0.5711	0.7557
No log	0.5714	144	0.5597	0.4378	0.5597	0.7481
No log	0.5794	146	0.5524	0.3890	0.5524	0.7432
No log	0.5873	148	0.5933	0.3271	0.5933	0.7703
No log	0.5952	150	0.5432	0.4328	0.5432	0.7370
No log	0.6032	152	0.5930	0.5085	0.5930	0.7701
No log	0.6111	154	0.6743	0.5033	0.6743	0.8212
No log	0.6190	156	0.6113	0.4976	0.6113	0.7819
No log	0.6270	158	0.5476	0.5094	0.5476	0.7400
No log	0.6349	160	0.5447	0.4921	0.5447	0.7380
No log	0.6429	162	0.5461	0.5045	0.5461	0.7390
No log	0.6508	164	0.6223	0.4967	0.6223	0.7889
No log	0.6587	166	0.6614	0.4995	0.6614	0.8133
No log	0.6667	168	0.5980	0.5159	0.5980	0.7733
No log	0.6746	170	0.5785	0.5232	0.5785	0.7606
No log	0.6825	172	0.5512	0.5195	0.5512	0.7425
No log	0.6905	174	0.5960	0.5147	0.5960	0.7720
No log	0.6984	176	0.6908	0.4898	0.6908	0.8311
No log	0.7063	178	0.6486	0.4983	0.6486	0.8054
No log	0.7143	180	0.5984	0.5110	0.5984	0.7735
No log	0.7222	182	0.6456	0.4964	0.6456	0.8035
No log	0.7302	184	0.7853	0.4770	0.7853	0.8862
No log	0.7381	186	0.8045	0.4802	0.8045	0.8970
No log	0.7460	188	0.7875	0.4994	0.7875	0.8874
No log	0.7540	190	0.7651	0.5243	0.7651	0.8747
No log	0.7619	192	0.6165	0.5305	0.6165	0.7852
No log	0.7698	194	0.5332	0.5048	0.5332	0.7302
No log	0.7778	196	0.5240	0.4979	0.5240	0.7238
No log	0.7857	198	0.5377	0.5306	0.5377	0.7333
No log	0.7937	200	0.6365	0.5557	0.6365	0.7978
No log	0.8016	202	0.6552	0.5575	0.6552	0.8095
No log	0.8095	204	0.5447	0.5454	0.5447	0.7380
No log	0.8175	206	0.5392	0.5513	0.5392	0.7343
No log	0.8254	208	0.6296	0.5470	0.6296	0.7934
No log	0.8333	210	0.7210	0.5326	0.7210	0.8491
No log	0.8413	212	0.6918	0.5565	0.6918	0.8317
No log	0.8492	214	0.5477	0.5682	0.5477	0.7401
No log	0.8571	216	0.5193	0.5479	0.5193	0.7207
No log	0.8651	218	0.5577	0.5672	0.5577	0.7468
No log	0.8730	220	0.6691	0.5618	0.6691	0.8180
No log	0.8810	222	0.5978	0.5578	0.5978	0.7732
No log	0.8889	224	0.5337	0.5492	0.5337	0.7306
No log	0.8968	226	0.5163	0.4891	0.5163	0.7185
No log	0.9048	228	0.5050	0.4966	0.5050	0.7106
No log	0.9127	230	0.4969	0.5345	0.4969	0.7049
No log	0.9206	232	0.5001	0.5361	0.5001	0.7071
No log	0.9286	234	0.4925	0.5168	0.4925	0.7017
No log	0.9365	236	0.4910	0.4899	0.4910	0.7007
No log	0.9444	238	0.4952	0.5204	0.4952	0.7037
No log	0.9524	240	0.5008	0.5199	0.5008	0.7077
No log	0.9603	242	0.4782	0.5040	0.4782	0.6915
No log	0.9683	244	0.5037	0.5112	0.5037	0.7097
No log	0.9762	246	0.4979	0.5074	0.4979	0.7056
No log	0.9841	248	0.4782	0.4983	0.4782	0.6915
No log	0.9921	250	0.4684	0.4969	0.4684	0.6844
No log	1.0	252	0.4618	0.5141	0.4618	0.6796
No log	1.0079	254	0.4874	0.5549	0.4874	0.6982
No log	1.0159	256	0.4979	0.5556	0.4979	0.7056
No log	1.0238	258	0.4704	0.5476	0.4704	0.6859
No log	1.0317	260	0.4679	0.5079	0.4679	0.6841
No log	1.0397	262	0.4590	0.5262	0.4590	0.6775
No log	1.0476	264	0.5030	0.5632	0.5030	0.7092
No log	1.0556	266	0.5660	0.5794	0.5660	0.7523
No log	1.0635	268	0.5312	0.5664	0.5312	0.7288
No log	1.0714	270	0.4601	0.5194	0.4601	0.6783
No log	1.0794	272	0.4580	0.5113	0.4580	0.6767
No log	1.0873	274	0.5267	0.5865	0.5267	0.7258
No log	1.0952	276	0.5755	0.5944	0.5755	0.7586
No log	1.1032	278	0.4872	0.5732	0.4872	0.6980
No log	1.1111	280	0.5083	0.6005	0.5083	0.7129
No log	1.1190	282	0.6287	0.6100	0.6287	0.7929
No log	1.1270	284	0.5393	0.6102	0.5393	0.7344
No log	1.1349	286	0.4924	0.6031	0.4924	0.7017
No log	1.1429	288	0.6012	0.6210	0.6012	0.7754
No log	1.1508	290	0.7622	0.5789	0.7622	0.8730
No log	1.1587	292	0.6353	0.6091	0.6353	0.7970
No log	1.1667	294	0.4988	0.5690	0.4988	0.7062
No log	1.1746	296	0.4849	0.5275	0.4849	0.6964
No log	1.1825	298	0.5045	0.5559	0.5045	0.7103
No log	1.1905	300	0.6023	0.5866	0.6023	0.7761
No log	1.1984	302	0.6984	0.5994	0.6984	0.8357
No log	1.2063	304	0.5704	0.5698	0.5704	0.7553
No log	1.2143	306	0.4769	0.5410	0.4769	0.6905
No log	1.2222	308	0.4779	0.5635	0.4779	0.6913
No log	1.2302	310	0.5349	0.5827	0.5349	0.7314
No log	1.2381	312	0.4768	0.5702	0.4768	0.6905
No log	1.2460	314	0.5193	0.4603	0.5193	0.7206
No log	1.2540	316	0.5743	0.4257	0.5743	0.7578
No log	1.2619	318	0.4793	0.4853	0.4793	0.6923
No log	1.2698	320	0.4855	0.5766	0.4855	0.6968
No log	1.2778	322	0.5456	0.5935	0.5456	0.7387
No log	1.2857	324	0.5143	0.5898	0.5143	0.7172
No log	1.2937	326	0.4528	0.5322	0.4528	0.6729
No log	1.3016	328	0.5266	0.4351	0.5266	0.7257
No log	1.3095	330	0.5226	0.4351	0.5226	0.7229
No log	1.3175	332	0.4532	0.5202	0.4532	0.6732
No log	1.3254	334	0.4877	0.5919	0.4877	0.6983
No log	1.3333	336	0.4936	0.5960	0.4936	0.7026
No log	1.3413	338	0.4515	0.5458	0.4515	0.6720
No log	1.3492	340	0.4518	0.5338	0.4518	0.6721
No log	1.3571	342	0.5144	0.5979	0.5144	0.7172
No log	1.3651	344	0.5482	0.6092	0.5482	0.7404
No log	1.3730	346	0.5169	0.5980	0.5169	0.7189
No log	1.3810	348	0.4498	0.5638	0.4498	0.6707
No log	1.3889	350	0.4427	0.5548	0.4427	0.6654
No log	1.3968	352	0.4651	0.5899	0.4651	0.6820
No log	1.4048	354	0.5157	0.6181	0.5157	0.7181
No log	1.4127	356	0.4460	0.5853	0.4460	0.6678
No log	1.4206	358	0.4496	0.5098	0.4496	0.6705
No log	1.4286	360	0.4560	0.4997	0.4560	0.6753
No log	1.4365	362	0.4479	0.6012	0.4479	0.6692
No log	1.4444	364	0.4852	0.6315	0.4852	0.6965
No log	1.4524	366	0.4872	0.6198	0.4872	0.6980
No log	1.4603	368	0.4571	0.5633	0.4571	0.6761
No log	1.4683	370	0.4636	0.5760	0.4636	0.6809
No log	1.4762	372	0.5164	0.6381	0.5164	0.7186
No log	1.4841	374	0.4646	0.5864	0.4646	0.6816
No log	1.4921	376	0.4647	0.5953	0.4647	0.6817
No log	1.5	378	0.4695	0.6016	0.4695	0.6852
No log	1.5079	380	0.5667	0.6513	0.5667	0.7528
No log	1.5159	382	0.5511	0.6565	0.5511	0.7423
No log	1.5238	384	0.4870	0.6244	0.4870	0.6979
No log	1.5317	386	0.4672	0.6016	0.4672	0.6835
No log	1.5397	388	0.4483	0.5752	0.4483	0.6696
No log	1.5476	390	0.4683	0.6060	0.4683	0.6843
No log	1.5556	392	0.5777	0.6696	0.5777	0.7601
No log	1.5635	394	0.5485	0.6512	0.5485	0.7406
No log	1.5714	396	0.5084	0.6250	0.5084	0.7130
No log	1.5794	398	0.4854	0.6199	0.4854	0.6967
No log	1.5873	400	0.5137	0.6515	0.5137	0.7167
No log	1.5952	402	0.5159	0.6562	0.5159	0.7183
No log	1.6032	404	0.5306	0.6723	0.5306	0.7284
No log	1.6111	406	0.6267	0.6742	0.6267	0.7916
No log	1.6190	408	0.8467	0.6846	0.8467	0.9202
No log	1.6270	410	0.7756	0.6999	0.7756	0.8807
No log	1.6349	412	0.5618	0.6437	0.5618	0.7495
No log	1.6429	414	0.5871	0.6565	0.5871	0.7662
No log	1.6508	416	0.6856	0.6786	0.6856	0.8280
No log	1.6587	418	0.6069	0.6788	0.6069	0.7790
No log	1.6667	420	0.4463	0.6087	0.4463	0.6680
No log	1.6746	422	0.4183	0.5570	0.4183	0.6468
No log	1.6825	424	0.4228	0.6019	0.4228	0.6502
No log	1.6905	426	0.5931	0.7064	0.5931	0.7701
No log	1.6984	428	0.6976	0.7011	0.6976	0.8352
No log	1.7063	430	0.5114	0.6821	0.5114	0.7151
No log	1.7143	432	0.4289	0.5235	0.4289	0.6549
No log	1.7222	434	0.4287	0.5219	0.4287	0.6548
No log	1.7302	436	0.4562	0.6569	0.4562	0.6754
No log	1.7381	438	0.6536	0.7065	0.6536	0.8084
No log	1.7460	440	0.6756	0.7066	0.6756	0.8220
No log	1.7540	442	0.4753	0.6934	0.4753	0.6894
No log	1.7619	444	0.4214	0.5973	0.4214	0.6492
No log	1.7698	446	0.4356	0.6288	0.4356	0.6600
No log	1.7778	448	0.4494	0.6656	0.4494	0.6704
No log	1.7857	450	0.4941	0.6827	0.4941	0.7029
No log	1.7937	452	0.4556	0.6523	0.4556	0.6750
No log	1.8016	454	0.4241	0.5637	0.4241	0.6513
No log	1.8095	456	0.4351	0.5720	0.4351	0.6596
No log	1.8175	458	0.5575	0.6505	0.5575	0.7467
No log	1.8254	460	0.6096	0.6132	0.6096	0.7808
No log	1.8333	462	0.6264	0.5725	0.6264	0.7914
No log	1.8413	464	0.6377	0.5492	0.6377	0.7986
No log	1.8492	466	0.6176	0.5614	0.6176	0.7859
No log	1.8571	468	0.5147	0.5315	0.5147	0.7174
No log	1.8651	470	0.5181	0.5448	0.5181	0.7198
No log	1.8730	472	0.5767	0.5866	0.5767	0.7594
No log	1.8810	474	0.6244	0.6057	0.6244	0.7902
No log	1.8889	476	0.5624	0.6007	0.5624	0.7499
No log	1.8968	478	0.5075	0.5704	0.5075	0.7124
No log	1.9048	480	0.4980	0.5701	0.4980	0.7057
No log	1.9127	482	0.5150	0.5870	0.5150	0.7177
No log	1.9206	484	0.5612	0.6355	0.5612	0.7492
No log	1.9286	486	0.4597	0.5767	0.4597	0.6780
No log	1.9365	488	0.4569	0.5070	0.4569	0.6759
No log	1.9444	490	0.4447	0.5233	0.4447	0.6669
No log	1.9524	492	0.4686	0.5798	0.4686	0.6845
No log	1.9603	494	0.5393	0.6138	0.5393	0.7344
No log	1.9683	496	0.4931	0.6016	0.4931	0.7022
No log	1.9762	498	0.4549	0.5231	0.4549	0.6744
0.4988	1.9841	500	0.4645	0.5176	0.4645	0.6816
0.4988	1.9921	502	0.4806	0.5630	0.4806	0.6933
0.4988	2.0	504	0.6855	0.6021	0.6855	0.8279
0.4988	2.0079	506	0.8122	0.6111	0.8122	0.9012
0.4988	2.0159	508	0.6771	0.6245	0.6771	0.8229
0.4988	2.0238	510	0.4742	0.5590	0.4742	0.6887
0.4988	2.0317	512	0.4504	0.5235	0.4504	0.6712
0.4988	2.0397	514	0.4510	0.5532	0.4510	0.6716
0.4988	2.0476	516	0.5496	0.6137	0.5496	0.7414
0.4988	2.0556	518	0.6504	0.6342	0.6504	0.8065
0.4988	2.0635	520	0.5658	0.6280	0.5658	0.7522
0.4988	2.0714	522	0.4622	0.5808	0.4622	0.6798
0.4988	2.0794	524	0.4645	0.5893	0.4645	0.6815
0.4988	2.0873	526	0.4418	0.5701	0.4418	0.6647
0.4988	2.0952	528	0.4472	0.5746	0.4472	0.6687
0.4988	2.1032	530	0.5072	0.6223	0.5072	0.7122
0.4988	2.1111	532	0.6522	0.6878	0.6522	0.8076
0.4988	2.1190	534	0.6625	0.6935	0.6625	0.8139
0.4988	2.1270	536	0.4882	0.5991	0.4882	0.6987
0.4988	2.1349	538	0.4581	0.5707	0.4581	0.6769
0.4988	2.1429	540	0.5098	0.6191	0.5098	0.7140
0.4988	2.1508	542	0.5004	0.6230	0.5004	0.7074
0.4988	2.1587	544	0.4768	0.6004	0.4768	0.6905
0.4988	2.1667	546	0.5040	0.6194	0.5040	0.7099
0.4988	2.1746	548	0.5623	0.6758	0.5623	0.7499
0.4988	2.1825	550	0.5024	0.6149	0.5024	0.7088
0.4988	2.1905	552	0.4889	0.6003	0.4889	0.6992
0.4988	2.1984	554	0.6098	0.6625	0.6098	0.7809
0.4988	2.2063	556	0.8618	0.6671	0.8618	0.9283
0.4988	2.2143	558	0.8184	0.6705	0.8184	0.9047
0.4988	2.2222	560	0.6508	0.6631	0.6508	0.8067
0.4988	2.2302	562	0.6923	0.6724	0.6923	0.8320
0.4988	2.2381	564	0.7995	0.6826	0.7995	0.8941
0.4988	2.2460	566	0.6613	0.6948	0.6613	0.8132
0.4988	2.2540	568	0.4642	0.5642	0.4642	0.6814
0.4988	2.2619	570	0.4467	0.5313	0.4467	0.6684
0.4988	2.2698	572	0.4461	0.5466	0.4461	0.6679
0.4988	2.2778	574	0.4856	0.6085	0.4856	0.6968
0.4988	2.2857	576	0.5565	0.6499	0.5565	0.7460
0.4988	2.2937	578	0.4857	0.6092	0.4857	0.6969
0.4988	2.3016	580	0.4417	0.5455	0.4417	0.6646
0.4988	2.3095	582	0.4395	0.5436	0.4395	0.6629
0.4988	2.3175	584	0.5054	0.6288	0.5054	0.7109
0.4988	2.3254	586	0.5145	0.6459	0.5145	0.7173
0.4988	2.3333	588	0.5103	0.6502	0.5103	0.7143
0.4988	2.3413	590	0.4391	0.5413	0.4391	0.6626
0.4988	2.3492	592	0.4397	0.5156	0.4397	0.6631
0.4988	2.3571	594	0.4546	0.5872	0.4546	0.6743
0.4988	2.3651	596	0.5848	0.6538	0.5848	0.7647
0.4988	2.3730	598	0.6301	0.6819	0.6301	0.7938
0.4988	2.3810	600	0.5617	0.6535	0.5617	0.7495
0.4988	2.3889	602	0.5813	0.6678	0.5813	0.7624
0.4988	2.3968	604	0.6229	0.6881	0.6229	0.7892
0.4988	2.4048	606	0.5551	0.6937	0.5551	0.7450
0.4988	2.4127	608	0.5040	0.6456	0.5040	0.7100
0.4988	2.4206	610	0.5143	0.6770	0.5143	0.7171
0.4988	2.4286	612	0.4799	0.6516	0.4799	0.6927
0.4988	2.4365	614	0.4594	0.6227	0.4594	0.6778
0.4988	2.4444	616	0.4313	0.5650	0.4313	0.6567
0.4988	2.4524	618	0.4370	0.5936	0.4370	0.6611
0.4988	2.4603	620	0.5232	0.6816	0.5232	0.7233
0.4988	2.4683	622	0.5186	0.6707	0.5186	0.7202
0.4988	2.4762	624	0.4536	0.5851	0.4536	0.6735
0.4988	2.4841	626	0.4645	0.5842	0.4645	0.6815
0.4988	2.4921	628	0.6022	0.6415	0.6022	0.7760
0.4988	2.5	630	0.6945	0.6647	0.6945	0.8334
0.4988	2.5079	632	0.6225	0.6722	0.6225	0.7890
0.4988	2.5159	634	0.5909	0.6739	0.5909	0.7687
0.4988	2.5238	636	0.5465	0.6775	0.5465	0.7393
0.4988	2.5317	638	0.4950	0.6454	0.4950	0.7036
0.4988	2.5397	640	0.4322	0.5503	0.4322	0.6574
0.4988	2.5476	642	0.4364	0.5454	0.4364	0.6606
0.4988	2.5556	644	0.4512	0.6190	0.4512	0.6717
0.4988	2.5635	646	0.5092	0.6565	0.5092	0.7136
0.4988	2.5714	648	0.5044	0.6291	0.5044	0.7102
0.4988	2.5794	650	0.4913	0.6283	0.4913	0.7009
0.4988	2.5873	652	0.5288	0.6198	0.5288	0.7272
0.4988	2.5952	654	0.5445	0.6030	0.5445	0.7379
0.4988	2.6032	656	0.5108	0.5903	0.5108	0.7147
0.4988	2.6111	658	0.6122	0.5912	0.6122	0.7825
0.4988	2.6190	660	0.7093	0.6183	0.7093	0.8422
0.4988	2.6270	662	0.6043	0.5875	0.6043	0.7774
0.4988	2.6349	664	0.5047	0.5847	0.5047	0.7104
0.4988	2.6429	666	0.4980	0.6017	0.4980	0.7057
0.4988	2.6508	668	0.5380	0.6266	0.5380	0.7335
0.4988	2.6587	670	0.4721	0.5872	0.4721	0.6871
0.4988	2.6667	672	0.4721	0.5885	0.4721	0.6871
0.4988	2.6746	674	0.5203	0.6203	0.5203	0.7213
0.4988	2.6825	676	0.5162	0.6197	0.5162	0.7185
0.4988	2.6905	678	0.5098	0.5996	0.5098	0.7140
0.4988	2.6984	680	0.4783	0.5941	0.4783	0.6916
0.4988	2.7063	682	0.4873	0.6069	0.4873	0.6981
0.4988	2.7143	684	0.6100	0.6964	0.6100	0.7810
0.4988	2.7222	686	0.5914	0.6677	0.5914	0.7691
0.4988	2.7302	688	0.4738	0.5647	0.4738	0.6883
0.4988	2.7381	690	0.4642	0.5504	0.4642	0.6813
0.4988	2.7460	692	0.4924	0.6065	0.4924	0.7017
0.4988	2.7540	694	0.6781	0.6875	0.6781	0.8235
0.4988	2.7619	696	0.7197	0.6760	0.7197	0.8483
0.4988	2.7698	698	0.5346	0.6380	0.5346	0.7312
0.4988	2.7778	700	0.4445	0.5338	0.4445	0.6667
0.4988	2.7857	702	0.4424	0.5295	0.4424	0.6651
0.4988	2.7937	704	0.4743	0.6013	0.4743	0.6887
0.4988	2.8016	706	0.5229	0.6389	0.5229	0.7231
0.4988	2.8095	708	0.5022	0.6380	0.5022	0.7087
0.4988	2.8175	710	0.4538	0.5958	0.4538	0.6737
0.4988	2.8254	712	0.4602	0.5932	0.4602	0.6784
0.4988	2.8333	714	0.5258	0.6454	0.5258	0.7251
0.4988	2.8413	716	0.6738	0.6935	0.6738	0.8208
0.4988	2.8492	718	0.6097	0.6908	0.6097	0.7808
0.4988	2.8571	720	0.5020	0.6016	0.5020	0.7085
0.4988	2.8651	722	0.5236	0.6237	0.5236	0.7236
0.4988	2.8730	724	0.6102	0.6917	0.6102	0.7811
0.4988	2.8810	726	0.6611	0.7077	0.6611	0.8131
0.4988	2.8889	728	0.5857	0.6571	0.5857	0.7653
0.4988	2.8968	730	0.5307	0.6200	0.5307	0.7285
0.4988	2.9048	732	0.5972	0.6552	0.5972	0.7728
0.4988	2.9127	734	0.7151	0.6817	0.7151	0.8456
0.4988	2.9206	736	0.6325	0.6586	0.6325	0.7953
0.4988	2.9286	738	0.5504	0.6310	0.5504	0.7419
0.4988	2.9365	740	0.5483	0.6320	0.5483	0.7405
0.4988	2.9444	742	0.6210	0.6499	0.6210	0.7880
0.4988	2.9524	744	0.6929	0.6773	0.6929	0.8324
0.4988	2.9603	746	0.6032	0.6524	0.6032	0.7766
0.4988	2.9683	748	0.5007	0.5987	0.5007	0.7076
0.4988	2.9762	750	0.4957	0.5932	0.4957	0.7041
0.4988	2.9841	752	0.6145	0.6703	0.6145	0.7839
0.4988	2.9921	754	0.7591	0.7048	0.7591	0.8713
0.4988	3.0	756	0.6478	0.6691	0.6478	0.8049
0.4988	3.0079	758	0.5358	0.6599	0.5358	0.7320
0.4988	3.0159	760	0.5426	0.6413	0.5426	0.7366
0.4988	3.0238	762	0.6364	0.6664	0.6364	0.7978
0.4988	3.0317	764	0.7377	0.6803	0.7377	0.8589
0.4988	3.0397	766	0.6280	0.6625	0.6280	0.7925
0.4988	3.0476	768	0.5667	0.6081	0.5667	0.7528
0.4988	3.0556	770	0.6596	0.6565	0.6596	0.8121
0.4988	3.0635	772	0.8427	0.6724	0.8427	0.9180
0.4988	3.0714	774	0.7300	0.6765	0.7300	0.8544
0.4988	3.0794	776	0.5972	0.6504	0.5972	0.7728
0.4988	3.0873	778	0.5767	0.6420	0.5767	0.7594
0.4988	3.0952	780	0.5825	0.6541	0.5825	0.7632
0.4988	3.1032	782	0.5707	0.6482	0.5707	0.7555
0.4988	3.1111	784	0.5393	0.6245	0.5393	0.7344
0.4988	3.1190	786	0.5286	0.6291	0.5286	0.7270
0.4988	3.1270	788	0.5108	0.6135	0.5108	0.7147
0.4988	3.1349	790	0.5359	0.6305	0.5359	0.7320
0.4988	3.1429	792	0.5928	0.6664	0.5928	0.7699
0.4988	3.1508	794	0.5198	0.6210	0.5198	0.7210
0.4988	3.1587	796	0.5094	0.6063	0.5094	0.7137
0.4988	3.1667	798	0.5206	0.5957	0.5206	0.7216
0.4988	3.1746	800	0.6394	0.6701	0.6394	0.7996
0.4988	3.1825	802	0.7166	0.6818	0.7166	0.8465
0.4988	3.1905	804	0.6714	0.6763	0.6714	0.8194
0.4988	3.1984	806	0.5386	0.6417	0.5386	0.7339
0.4988	3.2063	808	0.5042	0.6316	0.5042	0.7101
0.4988	3.2143	810	0.5474	0.6664	0.5474	0.7399
0.4988	3.2222	812	0.5472	0.6647	0.5472	0.7397
0.4988	3.2302	814	0.4891	0.6215	0.4891	0.6993
0.4988	3.2381	816	0.4687	0.5738	0.4687	0.6846
0.4988	3.2460	818	0.4873	0.6175	0.4873	0.6981
0.4988	3.2540	820	0.6469	0.6934	0.6469	0.8043
0.4988	3.2619	822	0.6743	0.6885	0.6743	0.8211
0.4988	3.2698	824	0.5140	0.6439	0.5140	0.7169
0.4988	3.2778	826	0.4621	0.5419	0.4621	0.6798
0.4988	3.2857	828	0.4640	0.5564	0.4640	0.6812
0.4988	3.2937	830	0.5579	0.6521	0.5579	0.7469
0.4988	3.3016	832	0.6367	0.6798	0.6367	0.7979
0.4988	3.3095	834	0.5412	0.6346	0.5412	0.7357
0.4988	3.3175	836	0.4880	0.5835	0.4880	0.6986
0.4988	3.3254	838	0.4893	0.5905	0.4893	0.6995
0.4988	3.3333	840	0.5746	0.6392	0.5746	0.7580
0.4988	3.3413	842	0.6146	0.6619	0.6146	0.7840
0.4988	3.3492	844	0.5117	0.6096	0.5117	0.7153
0.4988	3.3571	846	0.4726	0.5731	0.4726	0.6875
0.4988	3.3651	848	0.4598	0.5321	0.4598	0.6781
0.4988	3.3730	850	0.4666	0.5648	0.4666	0.6831
0.4988	3.3810	852	0.4795	0.5910	0.4795	0.6924
0.4988	3.3889	854	0.5364	0.6456	0.5364	0.7324
0.4988	3.3968	856	0.6297	0.6810	0.6297	0.7935
0.4988	3.4048	858	0.6047	0.6710	0.6047	0.7776
0.4988	3.4127	860	0.5472	0.6418	0.5472	0.7397
0.4988	3.4206	862	0.4892	0.5846	0.4892	0.6995
0.4988	3.4286	864	0.5037	0.5907	0.5037	0.7097
0.4988	3.4365	866	0.5871	0.6484	0.5871	0.7662
0.4988	3.4444	868	0.5573	0.6446	0.5573	0.7465
0.4988	3.4524	870	0.4835	0.5861	0.4835	0.6953
0.4988	3.4603	872	0.4767	0.5788	0.4767	0.6904
0.4988	3.4683	874	0.5304	0.6234	0.5304	0.7283
0.4988	3.4762	876	0.5407	0.6427	0.5407	0.7353
0.4988	3.4841	878	0.5300	0.6307	0.5300	0.7280
0.4988	3.4921	880	0.4793	0.5761	0.4793	0.6923
0.4988	3.5	882	0.4781	0.5598	0.4781	0.6915
0.4988	3.5079	884	0.5251	0.6346	0.5251	0.7246
0.4988	3.5159	886	0.6415	0.6709	0.6415	0.8009
0.4988	3.5238	888	0.5688	0.6500	0.5688	0.7542
0.4988	3.5317	890	0.4969	0.6165	0.4969	0.7049
0.4988	3.5397	892	0.5158	0.6275	0.5158	0.7182
0.4988	3.5476	894	0.6463	0.6753	0.6463	0.8039
0.4988	3.5556	896	0.6329	0.6692	0.6329	0.7956
0.4988	3.5635	898	0.4867	0.6119	0.4867	0.6977
0.4988	3.5714	900	0.4735	0.5383	0.4735	0.6881
0.4988	3.5794	902	0.4674	0.5566	0.4674	0.6837
0.4988	3.5873	904	0.5216	0.6229	0.5216	0.7222
0.4988	3.5952	906	0.5553	0.6311	0.5553	0.7452
0.4988	3.6032	908	0.5309	0.6204	0.5309	0.7286
0.4988	3.6111	910	0.5675	0.6178	0.5675	0.7534
0.4988	3.6190	912	0.5450	0.6159	0.5450	0.7383
0.4988	3.6270	914	0.5258	0.6036	0.5258	0.7251
0.4988	3.6349	916	0.5539	0.6046	0.5539	0.7443
0.4988	3.6429	918	0.5539	0.5964	0.5539	0.7442
0.4988	3.6508	920	0.5505	0.6066	0.5505	0.7420
0.4988	3.6587	922	0.6293	0.6462	0.6293	0.7933
0.4988	3.6667	924	0.5962	0.6467	0.5962	0.7721
0.4988	3.6746	926	0.5301	0.6028	0.5301	0.7281
0.4988	3.6825	928	0.5548	0.6367	0.5548	0.7448
0.4988	3.6905	930	0.5691	0.6598	0.5691	0.7544
0.4988	3.6984	932	0.5285	0.6354	0.5285	0.7270
0.4988	3.7063	934	0.4589	0.5798	0.4589	0.6774
0.4988	3.7143	936	0.4575	0.5822	0.4575	0.6764
0.4988	3.7222	938	0.5038	0.6320	0.5038	0.7098
0.4988	3.7302	940	0.5134	0.6431	0.5134	0.7165
0.4988	3.7381	942	0.5144	0.6236	0.5144	0.7172
0.4988	3.7460	944	0.5902	0.6639	0.5902	0.7682
0.4988	3.7540	946	0.7770	0.6979	0.7770	0.8815
0.4988	3.7619	948	0.7779	0.6910	0.7779	0.8820
0.4988	3.7698	950	0.5888	0.6451	0.5888	0.7674
0.4988	3.7778	952	0.5099	0.5907	0.5099	0.7141
0.4988	3.7857	954	0.5450	0.6309	0.5450	0.7382
0.4988	3.7937	956	0.6564	0.6804	0.6564	0.8102
0.4988	3.8016	958	0.6297	0.6646	0.6297	0.7936
0.4988	3.8095	960	0.4905	0.6079	0.4905	0.7004
0.4988	3.8175	962	0.4995	0.5360	0.4995	0.7067
0.4988	3.8254	964	0.4899	0.5518	0.4899	0.6999
0.4988	3.8333	966	0.5143	0.6163	0.5143	0.7172
0.4988	3.8413	968	0.6927	0.6921	0.6927	0.8323
0.4988	3.8492	970	0.6570	0.6857	0.6570	0.8105
0.4988	3.8571	972	0.5114	0.6151	0.5114	0.7151
0.4988	3.8651	974	0.4775	0.5874	0.4775	0.6910
0.4988	3.8730	976	0.4926	0.5969	0.4926	0.7019
0.4988	3.8810	978	0.6050	0.6488	0.6050	0.7778
0.4988	3.8889	980	0.6750	0.6754	0.6750	0.8216
0.4988	3.8968	982	0.5809	0.6442	0.5809	0.7622
0.4988	3.9048	984	0.4778	0.5917	0.4778	0.6912
0.4988	3.9127	986	0.4674	0.5803	0.4674	0.6837
0.4988	3.9206	988	0.4953	0.5863	0.4953	0.7038
0.4988	3.9286	990	0.6197	0.6591	0.6197	0.7872
0.4988	3.9365	992	0.6315	0.6690	0.6315	0.7947
0.4988	3.9444	994	0.5327	0.6233	0.5327	0.7299
0.4988	3.9524	996	0.4834	0.5725	0.4834	0.6952
0.4988	3.9603	998	0.5030	0.6037	0.5030	0.7092
0.1985	3.9683	1000	0.5857	0.6647	0.5857	0.7653
0.1985	3.9762	1002	0.5586	0.6489	0.5586	0.7474
0.1985	3.9841	1004	0.4830	0.5724	0.4830	0.6950
0.1985	3.9921	1006	0.4821	0.5654	0.4821	0.6943
0.1985	4.0	1008	0.4979	0.5880	0.4979	0.7056
0.1985	4.0079	1010	0.5611	0.6445	0.5611	0.7490

Framework versions

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