ASAP_FineTuningBERT_Aug_k60_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: 0.7417
• Qwk: 0.5410
• Mse: 0.7417
• Rmse: 0.8612

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	0.0022	2	10.5446	0.0	10.5446	3.2472
No log	0.0044	4	8.9183	-0.0007	8.9183	2.9863
No log	0.0066	6	7.1881	0.0080	7.1881	2.6811
No log	0.0088	8	5.7221	0.0	5.7221	2.3921
No log	0.0110	10	4.6123	0.0	4.6123	2.1476
No log	0.0132	12	3.7506	0.0515	3.7506	1.9366
No log	0.0155	14	2.8754	0.0167	2.8754	1.6957
No log	0.0177	16	2.2622	0.0137	2.2622	1.5041
No log	0.0199	18	1.7262	0.0038	1.7262	1.3139
No log	0.0221	20	1.3281	0.1507	1.3281	1.1524
No log	0.0243	22	1.0522	0.0391	1.0522	1.0257
No log	0.0265	24	0.8743	0.0365	0.8743	0.9351
No log	0.0287	26	0.8272	0.0365	0.8272	0.9095
No log	0.0309	28	0.8062	0.0266	0.8062	0.8979
No log	0.0331	30	0.8531	0.0102	0.8531	0.9236
No log	0.0353	32	0.9275	0.0	0.9275	0.9630
No log	0.0375	34	0.9003	0.0	0.9003	0.9489
No log	0.0397	36	0.9090	0.0	0.9090	0.9534
No log	0.0419	38	1.0436	0.0	1.0436	1.0216
No log	0.0442	40	0.9528	0.0	0.9528	0.9761
No log	0.0464	42	0.9110	0.0	0.9110	0.9545
No log	0.0486	44	0.8771	0.0	0.8771	0.9365
No log	0.0508	46	0.8676	0.0	0.8676	0.9314
No log	0.0530	48	0.8555	0.0009	0.8555	0.9249
No log	0.0552	50	0.8486	0.0	0.8486	0.9212
No log	0.0574	52	0.8872	0.0	0.8872	0.9419
No log	0.0596	54	0.9197	0.0	0.9197	0.9590
No log	0.0618	56	0.8189	0.0	0.8189	0.9049
No log	0.0640	58	0.8287	0.0	0.8287	0.9103
No log	0.0662	60	0.8867	0.0	0.8867	0.9416
No log	0.0684	62	0.7986	0.0046	0.7986	0.8936
No log	0.0706	64	0.7935	0.0046	0.7935	0.8908
No log	0.0728	66	0.8236	0.0102	0.8236	0.9075
No log	0.0751	68	0.7811	0.0091	0.7811	0.8838
No log	0.0773	70	0.7867	0.0102	0.7867	0.8869
No log	0.0795	72	0.7718	0.0589	0.7718	0.8785
No log	0.0817	74	0.7779	0.1798	0.7779	0.8820
No log	0.0839	76	0.7512	0.1500	0.7512	0.8667
No log	0.0861	78	0.7497	0.0919	0.7497	0.8659
No log	0.0883	80	0.7362	0.2294	0.7362	0.8580
No log	0.0905	82	0.8305	0.3451	0.8305	0.9113
No log	0.0927	84	0.8035	0.2680	0.8035	0.8964
No log	0.0949	86	0.7349	0.0708	0.7349	0.8573
No log	0.0971	88	0.7298	0.0749	0.7298	0.8543
No log	0.0993	90	0.7299	0.0560	0.7299	0.8544
No log	0.1015	92	0.7608	0.1182	0.7608	0.8722
No log	0.1038	94	0.8168	0.2355	0.8168	0.9038
No log	0.1060	96	0.8775	0.0587	0.8775	0.9368
No log	0.1082	98	0.8286	0.0	0.8286	0.9103
No log	0.1104	100	0.8270	0.0166	0.8270	0.9094
No log	0.1126	102	0.8391	0.0102	0.8391	0.9160
No log	0.1148	104	0.8268	0.0	0.8268	0.9093
No log	0.1170	106	0.8375	0.0271	0.8375	0.9151
No log	0.1192	108	0.8058	0.0542	0.8058	0.8977
No log	0.1214	110	0.7850	0.0650	0.7850	0.8860
No log	0.1236	112	0.7552	0.1569	0.7552	0.8690
No log	0.1258	114	0.7761	0.2815	0.7761	0.8809
No log	0.1280	116	0.8629	0.2898	0.8629	0.9289
No log	0.1302	118	0.8414	0.3237	0.8414	0.9173
No log	0.1325	120	0.7452	0.3370	0.7452	0.8633
No log	0.1347	122	0.7093	0.3048	0.7093	0.8422
No log	0.1369	124	0.6843	0.2075	0.6843	0.8272
No log	0.1391	126	0.6837	0.2486	0.6837	0.8269
No log	0.1413	128	0.6862	0.1725	0.6862	0.8284
No log	0.1435	130	0.6890	0.1231	0.6890	0.8301
No log	0.1457	132	0.6894	0.1940	0.6894	0.8303
No log	0.1479	134	0.6784	0.1201	0.6784	0.8236
No log	0.1501	136	0.6584	0.2278	0.6584	0.8114
No log	0.1523	138	0.6512	0.3219	0.6512	0.8070
No log	0.1545	140	0.7436	0.3907	0.7436	0.8623
No log	0.1567	142	0.8183	0.3658	0.8183	0.9046
No log	0.1589	144	0.7188	0.3745	0.7188	0.8478
No log	0.1611	146	0.6568	0.3261	0.6568	0.8104
No log	0.1634	148	0.6692	0.3245	0.6692	0.8180
No log	0.1656	150	0.7317	0.3530	0.7317	0.8554
No log	0.1678	152	0.7642	0.3554	0.7642	0.8742
No log	0.1700	154	0.7139	0.3361	0.7139	0.8449
No log	0.1722	156	0.7094	0.0715	0.7094	0.8423
No log	0.1744	158	0.7092	0.0827	0.7092	0.8421
No log	0.1766	160	0.7225	0.3183	0.7225	0.8500
No log	0.1788	162	0.7785	0.3839	0.7785	0.8823
No log	0.1810	164	0.7519	0.3606	0.7519	0.8671
No log	0.1832	166	0.7027	0.2776	0.7027	0.8383
No log	0.1854	168	0.6956	0.2633	0.6956	0.8340
No log	0.1876	170	0.7211	0.3288	0.7211	0.8491
No log	0.1898	172	0.8068	0.3547	0.8068	0.8982
No log	0.1921	174	0.8255	0.3325	0.8255	0.9085
No log	0.1943	176	0.7592	0.3132	0.7592	0.8713
No log	0.1965	178	0.7391	0.2101	0.7391	0.8597
No log	0.1987	180	0.7533	0.3104	0.7533	0.8679
No log	0.2009	182	0.8063	0.3527	0.8063	0.8979
No log	0.2031	184	0.7397	0.3666	0.7397	0.8601
No log	0.2053	186	0.6727	0.1980	0.6727	0.8202
No log	0.2075	188	0.6877	0.1411	0.6877	0.8293
No log	0.2097	190	0.6761	0.3039	0.6761	0.8222
No log	0.2119	192	0.7729	0.4125	0.7729	0.8792
No log	0.2141	194	0.7517	0.3971	0.7517	0.8670
No log	0.2163	196	0.6636	0.3367	0.6636	0.8146
No log	0.2185	198	0.6442	0.2470	0.6442	0.8026
No log	0.2208	200	0.6464	0.3303	0.6464	0.8040
No log	0.2230	202	0.6424	0.3107	0.6424	0.8015
No log	0.2252	204	0.6570	0.3951	0.6570	0.8106
No log	0.2274	206	0.6324	0.3078	0.6324	0.7952
No log	0.2296	208	0.6204	0.2809	0.6204	0.7876
No log	0.2318	210	0.6150	0.3265	0.6150	0.7842
No log	0.2340	212	0.6529	0.4126	0.6529	0.8080
No log	0.2362	214	0.6248	0.4184	0.6248	0.7904
No log	0.2384	216	0.6099	0.4425	0.6099	0.7810
No log	0.2406	218	0.6883	0.4516	0.6883	0.8297
No log	0.2428	220	0.6656	0.4471	0.6656	0.8159
No log	0.2450	222	0.5972	0.4297	0.5972	0.7728
No log	0.2472	224	0.6303	0.4286	0.6303	0.7939
No log	0.2494	226	0.7023	0.3834	0.7023	0.8380
No log	0.2517	228	0.6072	0.3903	0.6072	0.7792
No log	0.2539	230	0.6073	0.3378	0.6073	0.7793
No log	0.2561	232	0.6312	0.3684	0.6312	0.7945
No log	0.2583	234	0.6249	0.2892	0.6249	0.7905
No log	0.2605	236	0.6204	0.3268	0.6204	0.7877
No log	0.2627	238	0.6130	0.3203	0.6130	0.7829
No log	0.2649	240	0.6081	0.3330	0.6081	0.7798
No log	0.2671	242	0.6098	0.2557	0.6098	0.7809
No log	0.2693	244	0.5886	0.3317	0.5886	0.7672
No log	0.2715	246	0.5887	0.4410	0.5887	0.7673
No log	0.2737	248	0.5625	0.3773	0.5625	0.7500
No log	0.2759	250	0.6345	0.2923	0.6345	0.7966
No log	0.2781	252	0.5661	0.3833	0.5661	0.7524
No log	0.2804	254	0.5457	0.4808	0.5457	0.7387
No log	0.2826	256	0.5238	0.5064	0.5238	0.7238
No log	0.2848	258	0.5432	0.3806	0.5432	0.7370
No log	0.2870	260	0.5211	0.4168	0.5211	0.7218
No log	0.2892	262	0.5249	0.5170	0.5249	0.7245
No log	0.2914	264	0.5147	0.4402	0.5147	0.7174
No log	0.2936	266	0.5234	0.4144	0.5234	0.7234
No log	0.2958	268	0.5641	0.3770	0.5641	0.7510
No log	0.2980	270	0.5217	0.4130	0.5217	0.7223
No log	0.3002	272	0.5596	0.5024	0.5596	0.7481
No log	0.3024	274	0.5664	0.4847	0.5664	0.7526
No log	0.3046	276	0.5507	0.4219	0.5507	0.7421
No log	0.3068	278	0.5549	0.4039	0.5549	0.7449
No log	0.3091	280	0.5583	0.4293	0.5583	0.7472
No log	0.3113	282	0.5591	0.4055	0.5591	0.7477
No log	0.3135	284	0.5515	0.4048	0.5515	0.7426
No log	0.3157	286	0.5448	0.3820	0.5448	0.7381
No log	0.3179	288	0.5434	0.4624	0.5434	0.7372
No log	0.3201	290	0.5923	0.4917	0.5923	0.7696
No log	0.3223	292	0.5349	0.4827	0.5349	0.7314
No log	0.3245	294	0.5300	0.3950	0.5300	0.7280
No log	0.3267	296	0.5176	0.4633	0.5176	0.7194
No log	0.3289	298	0.5936	0.5033	0.5936	0.7704
No log	0.3311	300	0.5743	0.4922	0.5743	0.7578
No log	0.3333	302	0.5310	0.4960	0.5310	0.7287
No log	0.3355	304	0.5240	0.4543	0.5240	0.7239
No log	0.3377	306	0.5754	0.4713	0.5754	0.7585
No log	0.3400	308	0.5896	0.4403	0.5896	0.7679
No log	0.3422	310	0.6424	0.4400	0.6424	0.8015
No log	0.3444	312	0.7395	0.4407	0.7395	0.8599
No log	0.3466	314	0.6682	0.4274	0.6682	0.8174
No log	0.3488	316	0.6027	0.3952	0.6027	0.7763
No log	0.3510	318	0.6430	0.4295	0.6430	0.8018
No log	0.3532	320	0.6492	0.4310	0.6492	0.8057
No log	0.3554	322	0.6248	0.4242	0.6248	0.7905
No log	0.3576	324	0.6011	0.4067	0.6011	0.7753
No log	0.3598	326	0.6200	0.4316	0.6200	0.7874
No log	0.3620	328	0.5830	0.4234	0.5830	0.7635
No log	0.3642	330	0.5686	0.4022	0.5686	0.7541
No log	0.3664	332	0.6214	0.4758	0.6214	0.7883
No log	0.3687	334	0.6235	0.4782	0.6235	0.7896
No log	0.3709	336	0.5545	0.3911	0.5545	0.7447
No log	0.3731	338	0.5857	0.3445	0.5857	0.7653
No log	0.3753	340	0.5772	0.3506	0.5772	0.7597
No log	0.3775	342	0.6166	0.4081	0.6166	0.7853
No log	0.3797	344	0.6310	0.3899	0.6310	0.7944
No log	0.3819	346	0.6098	0.3708	0.6098	0.7809
No log	0.3841	348	0.6050	0.3181	0.6050	0.7778
No log	0.3863	350	0.6206	0.3963	0.6206	0.7878
No log	0.3885	352	0.7444	0.4614	0.7444	0.8628
No log	0.3907	354	0.7157	0.4708	0.7157	0.8460
No log	0.3929	356	0.6019	0.3805	0.6019	0.7758
No log	0.3951	358	0.5899	0.3523	0.5899	0.7681
No log	0.3974	360	0.5652	0.3687	0.5652	0.7518
No log	0.3996	362	0.5612	0.4669	0.5612	0.7491
No log	0.4018	364	0.5839	0.5070	0.5839	0.7641
No log	0.4040	366	0.5482	0.5088	0.5482	0.7404
No log	0.4062	368	0.5301	0.4070	0.5301	0.7281
No log	0.4084	370	0.5570	0.3930	0.5570	0.7463
No log	0.4106	372	0.5172	0.4676	0.5172	0.7191
No log	0.4128	374	0.5662	0.5537	0.5662	0.7525
No log	0.4150	376	0.5540	0.5441	0.5540	0.7443
No log	0.4172	378	0.5161	0.4620	0.5161	0.7184
No log	0.4194	380	0.5450	0.4113	0.5450	0.7382
No log	0.4216	382	0.5200	0.4393	0.5200	0.7211
No log	0.4238	384	0.5712	0.5583	0.5712	0.7558
No log	0.4260	386	0.6739	0.5246	0.6739	0.8209
No log	0.4283	388	0.6261	0.5419	0.6261	0.7912
No log	0.4305	390	0.5594	0.5095	0.5594	0.7479
No log	0.4327	392	0.5505	0.4920	0.5505	0.7419
No log	0.4349	394	0.5345	0.4556	0.5345	0.7311
No log	0.4371	396	0.5349	0.4500	0.5349	0.7314
No log	0.4393	398	0.5325	0.4427	0.5325	0.7297
No log	0.4415	400	0.5456	0.5070	0.5456	0.7387
No log	0.4437	402	0.5439	0.5382	0.5439	0.7375
No log	0.4459	404	0.5081	0.4678	0.5081	0.7128
No log	0.4481	406	0.5038	0.5055	0.5038	0.7098
No log	0.4503	408	0.5341	0.5682	0.5341	0.7309
No log	0.4525	410	0.5116	0.5586	0.5116	0.7152
No log	0.4547	412	0.4914	0.5145	0.4914	0.7010
No log	0.4570	414	0.5839	0.3916	0.5839	0.7641
No log	0.4592	416	0.6190	0.3921	0.6190	0.7868
No log	0.4614	418	0.5001	0.4710	0.5001	0.7071
No log	0.4636	420	0.5545	0.5915	0.5545	0.7446
No log	0.4658	422	0.5489	0.5862	0.5489	0.7409
No log	0.4680	424	0.5582	0.5561	0.5582	0.7471
No log	0.4702	426	0.5274	0.4932	0.5274	0.7262
No log	0.4724	428	0.5523	0.5148	0.5523	0.7432
No log	0.4746	430	0.6910	0.5592	0.6910	0.8313
No log	0.4768	432	0.6944	0.5390	0.6944	0.8333
No log	0.4790	434	0.5949	0.5322	0.5949	0.7713
No log	0.4812	436	0.5881	0.5216	0.5881	0.7669
No log	0.4834	438	0.7157	0.5587	0.7157	0.8460
No log	0.4857	440	0.7990	0.5656	0.7990	0.8938
No log	0.4879	442	0.7452	0.5444	0.7452	0.8633
No log	0.4901	444	0.7350	0.5433	0.7350	0.8573
No log	0.4923	446	0.5947	0.4537	0.5947	0.7712
No log	0.4945	448	0.5790	0.4319	0.5790	0.7609
No log	0.4967	450	0.6505	0.5107	0.6505	0.8065
No log	0.4989	452	0.6751	0.5377	0.6751	0.8216
No log	0.5011	454	0.5798	0.4672	0.5798	0.7614
No log	0.5033	456	0.5655	0.4572	0.5655	0.7520
No log	0.5055	458	0.6250	0.5247	0.6250	0.7906
No log	0.5077	460	0.6469	0.5531	0.6469	0.8043
No log	0.5099	462	0.5742	0.5371	0.5742	0.7578
No log	0.5121	464	0.5254	0.4763	0.5254	0.7248
No log	0.5143	466	0.5357	0.5187	0.5357	0.7319
No log	0.5166	468	0.6314	0.5962	0.6314	0.7946
No log	0.5188	470	0.5964	0.5889	0.5964	0.7723
No log	0.5210	472	0.5016	0.5246	0.5016	0.7083
No log	0.5232	474	0.4937	0.5175	0.4937	0.7026
No log	0.5254	476	0.4959	0.5694	0.4959	0.7042
No log	0.5276	478	0.5481	0.6051	0.5481	0.7404
No log	0.5298	480	0.6717	0.6493	0.6717	0.8196
No log	0.5320	482	0.5488	0.6216	0.5488	0.7408
No log	0.5342	484	0.4793	0.5030	0.4793	0.6923
No log	0.5364	486	0.5028	0.4632	0.5028	0.7091
No log	0.5386	488	0.4989	0.4452	0.4989	0.7063
No log	0.5408	490	0.5090	0.5242	0.5090	0.7134
No log	0.5430	492	0.6639	0.5557	0.6639	0.8148
No log	0.5453	494	0.6781	0.5217	0.6781	0.8235
No log	0.5475	496	0.6326	0.4828	0.6326	0.7954
No log	0.5497	498	0.5778	0.4285	0.5778	0.7601
0.4686	0.5519	500	0.5724	0.4093	0.5724	0.7566
0.4686	0.5541	502	0.5982	0.4375	0.5982	0.7734
0.4686	0.5563	504	0.7067	0.5115	0.7067	0.8407
0.4686	0.5585	506	0.7291	0.5346	0.7291	0.8539
0.4686	0.5607	508	0.6192	0.5059	0.6192	0.7869
0.4686	0.5629	510	0.5781	0.4830	0.5781	0.7604
0.4686	0.5651	512	0.5734	0.5019	0.5734	0.7572
0.4686	0.5673	514	0.5370	0.4485	0.5370	0.7328
0.4686	0.5695	516	0.5334	0.4444	0.5334	0.7303
0.4686	0.5717	518	0.5545	0.5187	0.5545	0.7447
0.4686	0.5740	520	0.6291	0.5788	0.6291	0.7932
0.4686	0.5762	522	0.6238	0.5903	0.6238	0.7898
0.4686	0.5784	524	0.5127	0.5074	0.5127	0.7160
0.4686	0.5806	526	0.5012	0.4384	0.5012	0.7080
0.4686	0.5828	528	0.5021	0.5171	0.5021	0.7086
0.4686	0.5850	530	0.5911	0.5892	0.5911	0.7688
0.4686	0.5872	532	0.5899	0.5917	0.5899	0.7681
0.4686	0.5894	534	0.5159	0.5367	0.5159	0.7183
0.4686	0.5916	536	0.5089	0.4845	0.5089	0.7134
0.4686	0.5938	538	0.5251	0.4902	0.5251	0.7246
0.4686	0.5960	540	0.5734	0.5261	0.5734	0.7572
0.4686	0.5982	542	0.5642	0.4935	0.5642	0.7511
0.4686	0.6004	544	0.5901	0.4990	0.5901	0.7682
0.4686	0.6026	546	0.5605	0.4357	0.5605	0.7486
0.4686	0.6049	548	0.5563	0.4458	0.5563	0.7459
0.4686	0.6071	550	0.5919	0.5047	0.5919	0.7693
0.4686	0.6093	552	0.6085	0.4968	0.6085	0.7801
0.4686	0.6115	554	0.5574	0.4888	0.5574	0.7466
0.4686	0.6137	556	0.5312	0.4647	0.5312	0.7288
0.4686	0.6159	558	0.5225	0.4447	0.5225	0.7229
0.4686	0.6181	560	0.5244	0.5100	0.5244	0.7242
0.4686	0.6203	562	0.6045	0.5884	0.6045	0.7775
0.4686	0.6225	564	0.5598	0.5684	0.5598	0.7482
0.4686	0.6247	566	0.4990	0.4772	0.4990	0.7064
0.4686	0.6269	568	0.4944	0.4860	0.4944	0.7031
0.4686	0.6291	570	0.5128	0.5673	0.5128	0.7161
0.4686	0.6313	572	0.5134	0.5857	0.5134	0.7165
0.4686	0.6336	574	0.4910	0.5791	0.4910	0.7007
0.4686	0.6358	576	0.4856	0.5597	0.4856	0.6968
0.4686	0.6380	578	0.4837	0.5320	0.4837	0.6955
0.4686	0.6402	580	0.5033	0.5510	0.5033	0.7094
0.4686	0.6424	582	0.5148	0.5513	0.5148	0.7175
0.4686	0.6446	584	0.5055	0.5180	0.5055	0.7110
0.4686	0.6468	586	0.5114	0.5138	0.5114	0.7151
0.4686	0.6490	588	0.5045	0.4959	0.5045	0.7103
0.4686	0.6512	590	0.5068	0.4986	0.5068	0.7119
0.4686	0.6534	592	0.4999	0.4881	0.4999	0.7070
0.4686	0.6556	594	0.5063	0.5342	0.5063	0.7115
0.4686	0.6578	596	0.5711	0.5812	0.5711	0.7557
0.4686	0.6600	598	0.5228	0.5507	0.5228	0.7231
0.4686	0.6623	600	0.5087	0.5204	0.5087	0.7132
0.4686	0.6645	602	0.5655	0.5890	0.5655	0.7520
0.4686	0.6667	604	0.5639	0.5809	0.5639	0.7509
0.4686	0.6689	606	0.5008	0.5082	0.5008	0.7077
0.4686	0.6711	608	0.4952	0.5031	0.4952	0.7037
0.4686	0.6733	610	0.5008	0.5342	0.5008	0.7077
0.4686	0.6755	612	0.5747	0.6000	0.5747	0.7581
0.4686	0.6777	614	0.5719	0.6081	0.5719	0.7562
0.4686	0.6799	616	0.4828	0.5065	0.4828	0.6948
0.4686	0.6821	618	0.4966	0.4887	0.4966	0.7047
0.4686	0.6843	620	0.4873	0.4860	0.4873	0.6981
0.4686	0.6865	622	0.5054	0.5375	0.5054	0.7109
0.4686	0.6887	624	0.5603	0.5752	0.5603	0.7485
0.4686	0.6909	626	0.5153	0.5308	0.5153	0.7178
0.4686	0.6932	628	0.5073	0.4737	0.5073	0.7123
0.4686	0.6954	630	0.5112	0.4709	0.5112	0.7150
0.4686	0.6976	632	0.5403	0.5361	0.5403	0.7350
0.4686	0.6998	634	0.6868	0.5973	0.6868	0.8287
0.4686	0.7020	636	0.6597	0.5872	0.6597	0.8122
0.4686	0.7042	638	0.5434	0.5046	0.5434	0.7372
0.4686	0.7064	640	0.5292	0.4622	0.5292	0.7274
0.4686	0.7086	642	0.5285	0.4704	0.5285	0.7270
0.4686	0.7108	644	0.6047	0.5346	0.6047	0.7776
0.4686	0.7130	646	0.6363	0.5468	0.6363	0.7977
0.4686	0.7152	648	0.5465	0.5082	0.5465	0.7393
0.4686	0.7174	650	0.5112	0.4754	0.5112	0.7150
0.4686	0.7196	652	0.5051	0.4949	0.5051	0.7107
0.4686	0.7219	654	0.5036	0.5197	0.5036	0.7096
0.4686	0.7241	656	0.4902	0.5184	0.4902	0.7002
0.4686	0.7263	658	0.4917	0.5384	0.4917	0.7012
0.4686	0.7285	660	0.5196	0.5671	0.5196	0.7208
0.4686	0.7307	662	0.4971	0.5639	0.4971	0.7050
0.4686	0.7329	664	0.5036	0.5013	0.5036	0.7097
0.4686	0.7351	666	0.5080	0.4828	0.5080	0.7127
0.4686	0.7373	668	0.4835	0.4964	0.4835	0.6954
0.4686	0.7395	670	0.5236	0.5421	0.5236	0.7236
0.4686	0.7417	672	0.6646	0.5856	0.6646	0.8153
0.4686	0.7439	674	0.6329	0.5534	0.6329	0.7955
0.4686	0.7461	676	0.5409	0.4509	0.5409	0.7355
0.4686	0.7483	678	0.5550	0.3797	0.5550	0.7450
0.4686	0.7506	680	0.5592	0.3901	0.5592	0.7478
0.4686	0.7528	682	0.5824	0.4530	0.5824	0.7631
0.4686	0.7550	684	0.5993	0.4801	0.5993	0.7741
0.4686	0.7572	686	0.5489	0.4618	0.5489	0.7409
0.4686	0.7594	688	0.5217	0.4599	0.5217	0.7223
0.4686	0.7616	690	0.5090	0.4720	0.5090	0.7135
0.4686	0.7638	692	0.5483	0.5351	0.5483	0.7405
0.4686	0.7660	694	0.7160	0.5982	0.7160	0.8461
0.4686	0.7682	696	0.7122	0.6149	0.7122	0.8439
0.4686	0.7704	698	0.5531	0.5773	0.5531	0.7437
0.4686	0.7726	700	0.4995	0.4948	0.4995	0.7068
0.4686	0.7748	702	0.5033	0.4914	0.5033	0.7094
0.4686	0.7770	704	0.5132	0.5351	0.5132	0.7164
0.4686	0.7792	706	0.6207	0.6208	0.6207	0.7878
0.4686	0.7815	708	0.7180	0.6029	0.7180	0.8474
0.4686	0.7837	710	0.6102	0.5987	0.6102	0.7811
0.4686	0.7859	712	0.4982	0.5069	0.4982	0.7058
0.4686	0.7881	714	0.5001	0.4778	0.5001	0.7072
0.4686	0.7903	716	0.4899	0.5221	0.4899	0.7000
0.4686	0.7925	718	0.5202	0.5893	0.5202	0.7213
0.4686	0.7947	720	0.5890	0.6141	0.5890	0.7675
0.4686	0.7969	722	0.5352	0.6005	0.5352	0.7316
0.4686	0.7991	724	0.5390	0.4856	0.5390	0.7342
0.4686	0.8013	726	0.6240	0.4403	0.6240	0.7899
0.4686	0.8035	728	0.5585	0.4513	0.5585	0.7473
0.4686	0.8057	730	0.5070	0.5627	0.5070	0.7120
0.4686	0.8079	732	0.5242	0.5851	0.5242	0.7240
0.4686	0.8102	734	0.4982	0.5334	0.4982	0.7058
0.4686	0.8124	736	0.4987	0.5145	0.4987	0.7062
0.4686	0.8146	738	0.5059	0.5247	0.5059	0.7113
0.4686	0.8168	740	0.5135	0.5335	0.5135	0.7166
0.4686	0.8190	742	0.5174	0.5481	0.5174	0.7193
0.4686	0.8212	744	0.5724	0.6092	0.5724	0.7566
0.4686	0.8234	746	0.5608	0.5968	0.5608	0.7488
0.4686	0.8256	748	0.4988	0.5094	0.4988	0.7063
0.4686	0.8278	750	0.5029	0.4917	0.5029	0.7092
0.4686	0.8300	752	0.4936	0.5139	0.4936	0.7026
0.4686	0.8322	754	0.4907	0.5148	0.4907	0.7005
0.4686	0.8344	756	0.4926	0.4982	0.4926	0.7018
0.4686	0.8366	758	0.4980	0.4689	0.4980	0.7057
0.4686	0.8389	760	0.4922	0.5146	0.4922	0.7015
0.4686	0.8411	762	0.5297	0.5699	0.5297	0.7278
0.4686	0.8433	764	0.5128	0.5598	0.5128	0.7161
0.4686	0.8455	766	0.4954	0.4754	0.4954	0.7039
0.4686	0.8477	768	0.5240	0.4298	0.5240	0.7239
0.4686	0.8499	770	0.4914	0.4819	0.4914	0.7010
0.4686	0.8521	772	0.5102	0.5664	0.5102	0.7143
0.4686	0.8543	774	0.5275	0.5941	0.5275	0.7263
0.4686	0.8565	776	0.5007	0.5567	0.5007	0.7076
0.4686	0.8587	778	0.4901	0.5396	0.4901	0.7000
0.4686	0.8609	780	0.4915	0.5441	0.4915	0.7011
0.4686	0.8631	782	0.5683	0.6094	0.5683	0.7539
0.4686	0.8653	784	0.6417	0.6097	0.6417	0.8010
0.4686	0.8675	786	0.6928	0.5969	0.6928	0.8323
0.4686	0.8698	788	0.6634	0.5600	0.6634	0.8145
0.4686	0.8720	790	0.5919	0.4984	0.5919	0.7694
0.4686	0.8742	792	0.5629	0.4628	0.5629	0.7503
0.4686	0.8764	794	0.5565	0.4740	0.5565	0.7460
0.4686	0.8786	796	0.5598	0.5380	0.5598	0.7482
0.4686	0.8808	798	0.6103	0.5936	0.6103	0.7812
0.4686	0.8830	800	0.5245	0.5627	0.5245	0.7242
0.4686	0.8852	802	0.4665	0.5257	0.4665	0.6830
0.4686	0.8874	804	0.4793	0.5116	0.4793	0.6923
0.4686	0.8896	806	0.4699	0.5696	0.4699	0.6855
0.4686	0.8918	808	0.5516	0.6296	0.5516	0.7427
0.4686	0.8940	810	0.5745	0.6262	0.5745	0.7580
0.4686	0.8962	812	0.5631	0.6229	0.5631	0.7504
0.4686	0.8985	814	0.5544	0.6195	0.5544	0.7446
0.4686	0.9007	816	0.5711	0.6279	0.5711	0.7557
0.4686	0.9029	818	0.6271	0.6403	0.6271	0.7919
0.4686	0.9051	820	0.5673	0.6205	0.5673	0.7532
0.4686	0.9073	822	0.5374	0.6124	0.5374	0.7331
0.4686	0.9095	824	0.5310	0.6172	0.5310	0.7287
0.4686	0.9117	826	0.4956	0.5879	0.4956	0.7040
0.4686	0.9139	828	0.5111	0.6125	0.5111	0.7149
0.4686	0.9161	830	0.5498	0.6501	0.5498	0.7415
0.4686	0.9183	832	0.5377	0.6464	0.5377	0.7333
0.4686	0.9205	834	0.5035	0.6040	0.5035	0.7095
0.4686	0.9227	836	0.4956	0.5644	0.4956	0.7040
0.4686	0.9249	838	0.5043	0.5878	0.5043	0.7102
0.4686	0.9272	840	0.5735	0.6464	0.5735	0.7573
0.4686	0.9294	842	0.5691	0.6524	0.5691	0.7544
0.4686	0.9316	844	0.5005	0.5978	0.5005	0.7075
0.4686	0.9338	846	0.4873	0.5176	0.4873	0.6981
0.4686	0.9360	848	0.4784	0.5253	0.4784	0.6917
0.4686	0.9382	850	0.4881	0.5751	0.4881	0.6987
0.4686	0.9404	852	0.5207	0.6096	0.5207	0.7216
0.4686	0.9426	854	0.4846	0.5689	0.4846	0.6961
0.4686	0.9448	856	0.4837	0.4953	0.4837	0.6955
0.4686	0.9470	858	0.4772	0.5009	0.4772	0.6908
0.4686	0.9492	860	0.4894	0.5520	0.4894	0.6995
0.4686	0.9514	862	0.4911	0.5463	0.4911	0.7008
0.4686	0.9536	864	0.4883	0.4691	0.4883	0.6988
0.4686	0.9558	866	0.4988	0.4526	0.4988	0.7062
0.4686	0.9581	868	0.4842	0.5018	0.4842	0.6958
0.4686	0.9603	870	0.5579	0.6039	0.5579	0.7469
0.4686	0.9625	872	0.5423	0.6041	0.5423	0.7364
0.4686	0.9647	874	0.4784	0.5073	0.4784	0.6916
0.4686	0.9669	876	0.4831	0.5056	0.4831	0.6951
0.4686	0.9691	878	0.4847	0.5639	0.4847	0.6962
0.4686	0.9713	880	0.5333	0.6169	0.5333	0.7302
0.4686	0.9735	882	0.6164	0.6325	0.6164	0.7851
0.4686	0.9757	884	0.5416	0.6089	0.5416	0.7359
0.4686	0.9779	886	0.4813	0.5264	0.4813	0.6938
0.4686	0.9801	888	0.5053	0.4625	0.5053	0.7108
0.4686	0.9823	890	0.4923	0.4811	0.4923	0.7017
0.4686	0.9845	892	0.4868	0.5528	0.4868	0.6977
0.4686	0.9868	894	0.5018	0.5719	0.5018	0.7084
0.4686	0.9890	896	0.4795	0.5210	0.4795	0.6924
0.4686	0.9912	898	0.5030	0.4485	0.5030	0.7092
0.4686	0.9934	900	0.4836	0.4971	0.4836	0.6954
0.4686	0.9956	902	0.5037	0.5520	0.5037	0.7097
0.4686	0.9978	904	0.4967	0.5497	0.4967	0.7048
0.4686	1.0	906	0.4946	0.5449	0.4946	0.7033
0.4686	1.0022	908	0.4934	0.5441	0.4934	0.7024
0.4686	1.0044	910	0.5090	0.5701	0.5090	0.7135
0.4686	1.0066	912	0.5066	0.5758	0.5066	0.7118
0.4686	1.0088	914	0.4965	0.5471	0.4965	0.7046
0.4686	1.0110	916	0.5066	0.5741	0.5066	0.7117
0.4686	1.0132	918	0.5764	0.6277	0.5764	0.7592
0.4686	1.0155	920	0.5814	0.6324	0.5814	0.7625
0.4686	1.0177	922	0.5756	0.6181	0.5756	0.7587
0.4686	1.0199	924	0.5131	0.5736	0.5131	0.7163
0.4686	1.0221	926	0.5212	0.5682	0.5212	0.7219
0.4686	1.0243	928	0.6205	0.5970	0.6205	0.7877
0.4686	1.0265	930	0.6968	0.6151	0.6968	0.8348
0.4686	1.0287	932	0.6080	0.6072	0.6080	0.7797
0.4686	1.0309	934	0.5204	0.5447	0.5204	0.7214
0.4686	1.0331	936	0.5124	0.5334	0.5124	0.7158
0.4686	1.0353	938	0.5330	0.5457	0.5330	0.7301
0.4686	1.0375	940	0.5208	0.5394	0.5208	0.7217
0.4686	1.0397	942	0.5179	0.5397	0.5179	0.7197
0.4686	1.0419	944	0.5368	0.5825	0.5368	0.7326
0.4686	1.0442	946	0.5850	0.6259	0.5850	0.7648
0.4686	1.0464	948	0.6527	0.6350	0.6527	0.8079
0.4686	1.0486	950	0.5602	0.6203	0.5602	0.7484
0.4686	1.0508	952	0.4768	0.5565	0.4768	0.6905
0.4686	1.0530	954	0.4707	0.5408	0.4707	0.6861
0.4686	1.0552	956	0.4727	0.5608	0.4727	0.6875
0.4686	1.0574	958	0.5579	0.6328	0.5579	0.7469
0.4686	1.0596	960	0.5630	0.6306	0.5630	0.7504
0.4686	1.0618	962	0.4760	0.5734	0.4760	0.6899
0.4686	1.0640	964	0.4703	0.5519	0.4703	0.6858
0.4686	1.0662	966	0.4736	0.5761	0.4736	0.6882
0.4686	1.0684	968	0.5091	0.6117	0.5091	0.7135
0.4686	1.0706	970	0.4864	0.5974	0.4864	0.6974
0.4686	1.0728	972	0.4865	0.5750	0.4865	0.6975
0.4686	1.0751	974	0.4912	0.6036	0.4912	0.7008
0.4686	1.0773	976	0.4965	0.5999	0.4965	0.7047
0.4686	1.0795	978	0.5025	0.6057	0.5025	0.7089
0.4686	1.0817	980	0.5001	0.6010	0.5001	0.7072
0.4686	1.0839	982	0.4852	0.5759	0.4852	0.6965
0.4686	1.0861	984	0.4774	0.5477	0.4774	0.6910
0.4686	1.0883	986	0.4806	0.5759	0.4806	0.6932
0.4686	1.0905	988	0.5407	0.6284	0.5407	0.7353
0.4686	1.0927	990	0.5399	0.5997	0.5399	0.7348
0.4686	1.0949	992	0.4913	0.5324	0.4913	0.7009
0.4686	1.0971	994	0.4978	0.5218	0.4978	0.7056
0.4686	1.0993	996	0.5655	0.5704	0.5655	0.7520
0.4686	1.1015	998	0.6313	0.5758	0.6313	0.7946
0.2169	1.1038	1000	0.5617	0.5427	0.5617	0.7494
0.2169	1.1060	1002	0.5360	0.5317	0.5360	0.7321
0.2169	1.1082	1004	0.5451	0.5336	0.5451	0.7383
0.2169	1.1104	1006	0.6216	0.5777	0.6216	0.7884
0.2169	1.1126	1008	0.6705	0.6082	0.6705	0.8189
0.2169	1.1148	1010	0.6128	0.6092	0.6128	0.7828
0.2169	1.1170	1012	0.5242	0.5781	0.5242	0.7240
0.2169	1.1192	1014	0.5201	0.5792	0.5201	0.7212
0.2169	1.1214	1016	0.6322	0.6296	0.6322	0.7951
0.2169	1.1236	1018	0.7196	0.6510	0.7196	0.8483
0.2169	1.1258	1020	0.6301	0.6457	0.6301	0.7938
0.2169	1.1280	1022	0.4826	0.5558	0.4826	0.6947
0.2169	1.1302	1024	0.4659	0.5447	0.4659	0.6826
0.2169	1.1325	1026	0.4822	0.5629	0.4822	0.6944
0.2169	1.1347	1028	0.5576	0.6044	0.5576	0.7467
0.2169	1.1369	1030	0.5400	0.6054	0.5400	0.7349
0.2169	1.1391	1032	0.4760	0.5564	0.4760	0.6899
0.2169	1.1413	1034	0.4807	0.5790	0.4807	0.6933
0.2169	1.1435	1036	0.5660	0.6323	0.5660	0.7524
0.2169	1.1457	1038	0.5538	0.6402	0.5538	0.7442
0.2169	1.1479	1040	0.4656	0.5897	0.4656	0.6824
0.2169	1.1501	1042	0.4537	0.5478	0.4537	0.6736
0.2169	1.1523	1044	0.4653	0.5918	0.4653	0.6821
0.2169	1.1545	1046	0.5410	0.6379	0.5410	0.7355
0.2169	1.1567	1048	0.5086	0.6327	0.5086	0.7132
0.2169	1.1589	1050	0.4611	0.5686	0.4611	0.6791
0.2169	1.1611	1052	0.4708	0.5826	0.4708	0.6862
0.2169	1.1634	1054	0.5182	0.6214	0.5182	0.7198
0.2169	1.1656	1056	0.4943	0.5890	0.4943	0.7031
0.2169	1.1678	1058	0.4830	0.5495	0.4830	0.6950
0.2169	1.1700	1060	0.4781	0.5256	0.4781	0.6914
0.2169	1.1722	1062	0.4963	0.5565	0.4963	0.7045
0.2169	1.1744	1064	0.5239	0.5692	0.5239	0.7238
0.2169	1.1766	1066	0.5633	0.6047	0.5633	0.7505
0.2169	1.1788	1068	0.5426	0.6145	0.5426	0.7366
0.2169	1.1810	1070	0.4802	0.5495	0.4802	0.6930
0.2169	1.1832	1072	0.4737	0.5412	0.4737	0.6883
0.2169	1.1854	1074	0.4842	0.5832	0.4842	0.6959
0.2169	1.1876	1076	0.5173	0.6207	0.5173	0.7192
0.2169	1.1898	1078	0.4696	0.5703	0.4696	0.6853
0.2169	1.1921	1080	0.4623	0.5311	0.4623	0.6799
0.2169	1.1943	1082	0.4610	0.5628	0.4610	0.6790
0.2169	1.1965	1084	0.4906	0.6100	0.4906	0.7004
0.2169	1.1987	1086	0.4840	0.5992	0.4840	0.6957
0.2169	1.2009	1088	0.4789	0.5858	0.4789	0.6920
0.2169	1.2031	1090	0.4646	0.5426	0.4646	0.6816
0.2169	1.2053	1092	0.4690	0.5375	0.4690	0.6848
0.2169	1.2075	1094	0.4756	0.5576	0.4756	0.6897
0.2169	1.2097	1096	0.4973	0.5880	0.4973	0.7052
0.2169	1.2119	1098	0.5696	0.6314	0.5696	0.7547
0.2169	1.2141	1100	0.5281	0.6278	0.5281	0.7267
0.2169	1.2163	1102	0.5123	0.6073	0.5123	0.7158
0.2169	1.2185	1104	0.5305	0.6266	0.5305	0.7283
0.2169	1.2208	1106	0.4975	0.6052	0.4975	0.7053
0.2169	1.2230	1108	0.4837	0.5705	0.4837	0.6955
0.2169	1.2252	1110	0.4773	0.5397	0.4773	0.6909
0.2169	1.2274	1112	0.4940	0.5981	0.4940	0.7029
0.2169	1.2296	1114	0.5390	0.6234	0.5390	0.7341
0.2169	1.2318	1116	0.5058	0.5752	0.5058	0.7112
0.2169	1.2340	1118	0.4891	0.5292	0.4891	0.6993
0.2169	1.2362	1120	0.4989	0.5723	0.4989	0.7064
0.2169	1.2384	1122	0.5372	0.6035	0.5372	0.7329
0.2169	1.2406	1124	0.5089	0.5874	0.5089	0.7134
0.2169	1.2428	1126	0.5265	0.6044	0.5265	0.7256
0.2169	1.2450	1128	0.5368	0.6160	0.5368	0.7327
0.2169	1.2472	1130	0.4926	0.5964	0.4926	0.7018
0.2169	1.2494	1132	0.5029	0.5993	0.5029	0.7091
0.2169	1.2517	1134	0.5578	0.6421	0.5578	0.7468
0.2169	1.2539	1136	0.4972	0.6014	0.4972	0.7051
0.2169	1.2561	1138	0.4842	0.5847	0.4842	0.6958
0.2169	1.2583	1140	0.4969	0.6046	0.4969	0.7049
0.2169	1.2605	1142	0.5583	0.6213	0.5583	0.7472
0.2169	1.2627	1144	0.5214	0.6127	0.5214	0.7221
0.2169	1.2649	1146	0.4891	0.5725	0.4891	0.6994
0.2169	1.2671	1148	0.5054	0.5869	0.5054	0.7109
0.2169	1.2693	1150	0.5530	0.6118	0.5530	0.7436
0.2169	1.2715	1152	0.5682	0.6157	0.5682	0.7538
0.2169	1.2737	1154	0.5916	0.6127	0.5916	0.7692
0.2169	1.2759	1156	0.5342	0.6157	0.5342	0.7309
0.2169	1.2781	1158	0.5612	0.6181	0.5612	0.7491
0.2169	1.2804	1160	0.6297	0.6114	0.6297	0.7935
0.2169	1.2826	1162	0.6795	0.6275	0.6795	0.8243
0.2169	1.2848	1164	0.7086	0.6193	0.7086	0.8418
0.2169	1.2870	1166	0.5945	0.5735	0.5945	0.7711
0.2169	1.2892	1168	0.5677	0.5269	0.5677	0.7535
0.2169	1.2914	1170	0.6902	0.5529	0.6902	0.8308
0.2169	1.2936	1172	0.7898	0.5783	0.7898	0.8887
0.2169	1.2958	1174	0.6545	0.5543	0.6545	0.8090
0.2169	1.2980	1176	0.5467	0.5246	0.5467	0.7394
0.2169	1.3002	1178	0.5620	0.5293	0.5620	0.7497
0.2169	1.3024	1180	0.6208	0.5405	0.6208	0.7879
0.2169	1.3046	1182	0.6081	0.5586	0.6081	0.7798
0.2169	1.3068	1184	0.5690	0.5615	0.5690	0.7543
0.2169	1.3091	1186	0.6162	0.5833	0.6162	0.7850
0.2169	1.3113	1188	0.5421	0.5676	0.5421	0.7363
0.2169	1.3135	1190	0.5407	0.5705	0.5407	0.7353
0.2169	1.3157	1192	0.6447	0.6087	0.6447	0.8029
0.2169	1.3179	1194	0.6793	0.6059	0.6793	0.8242
0.2169	1.3201	1196	0.5478	0.5956	0.5478	0.7402
0.2169	1.3223	1198	0.5057	0.4969	0.5057	0.7112
0.2169	1.3245	1200	0.5020	0.5018	0.5020	0.7085
0.2169	1.3267	1202	0.5842	0.6037	0.5842	0.7643
0.2169	1.3289	1204	0.8410	0.6134	0.8410	0.9170
0.2169	1.3311	1206	0.8734	0.5974	0.8734	0.9345
0.2169	1.3333	1208	0.6752	0.5734	0.6752	0.8217
0.2169	1.3355	1210	0.5197	0.5010	0.5197	0.7209
0.2169	1.3377	1212	0.5249	0.4557	0.5249	0.7245
0.2169	1.3400	1214	0.5275	0.4706	0.5275	0.7263
0.2169	1.3422	1216	0.6211	0.5092	0.6211	0.7881
0.2169	1.3444	1218	0.7417	0.5410	0.7417	0.8612

Framework versions

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