sciqqa_onlyaugs_llama_lora

This model is a fine-tuned version of Daewon0808/prm800k_llama_fulltune on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 1.4724
• Prm accuracy: 0.8492
• Prm precision: 0.8492
• Prm recall: 1.0
• Prm specificty: 0.0
• Prm npv: 0.0
• Prm f1: 0.9185
• Prm f1 neg: 0.0
• Prm f1 auc: 0.5
• Prm f1 auc (fixed): 0.7826

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: 0.0001
• train_batch_size: 2
• eval_batch_size: 4
• seed: 908932403
• distributed_type: multi-GPU
• num_devices: 8
• gradient_accumulation_steps: 2
• total_train_batch_size: 32
• total_eval_batch_size: 32
• optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Prm accuracy	Prm precision	Prm recall	Prm specificty	Prm npv	Prm f1	Prm f1 neg	Prm f1 auc	Prm f1 auc (fixed)
No log	0	0	0.3535	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.5989	0.8195
0.3452	0.0026	5	0.3538	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.5989	0.8192
0.2551	0.0053	10	0.3549	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.5989	0.8187
0.2603	0.0079	15	0.3540	0.8333	0.8772	0.9346	0.2632	0.4167	0.9050	0.3226	0.5989	0.8192
0.3666	0.0106	20	0.3513	0.8413	0.8783	0.9439	0.2632	0.4545	0.9099	0.3333	0.6035	0.8182
0.2902	0.0132	25	0.3526	0.8413	0.8783	0.9439	0.2632	0.4545	0.9099	0.3333	0.6035	0.8143
0.2281	0.0158	30	0.3590	0.8413	0.8783	0.9439	0.2632	0.4545	0.9099	0.3333	0.6035	0.8116
0.2015	0.0185	35	0.3874	0.8254	0.8829	0.9159	0.3158	0.4	0.8991	0.3529	0.6158	0.7932
0.1302	0.0211	40	0.4582	0.8333	0.8839	0.9252	0.3158	0.4286	0.9041	0.3636	0.6205	0.7698
0.1704	0.0237	45	0.5577	0.8254	0.8829	0.9159	0.3158	0.4	0.8991	0.3529	0.6158	0.7602
0.0563	0.0264	50	0.7837	0.8413	0.8718	0.9533	0.2105	0.4444	0.9107	0.2857	0.5819	0.7309
0.2403	0.0290	55	1.0341	0.8492	0.8607	0.9813	0.1053	0.5	0.9170	0.1739	0.5433	0.7260
0.1568	0.0317	60	0.8081	0.8413	0.8655	0.9626	0.1579	0.4286	0.9115	0.2308	0.5603	0.7516
0.0096	0.0343	65	0.9201	0.8651	0.8629	1.0	0.1053	1.0	0.9264	0.1905	0.5526	0.7489
0.1128	0.0369	70	1.0786	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.7496
0.0254	0.0396	75	1.1396	0.8651	0.8629	1.0	0.1053	1.0	0.9264	0.1905	0.5526	0.7582
0.0063	0.0422	80	1.4688	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7282
0.1807	0.0448	85	1.1159	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.7482
0.0632	0.0475	90	0.8922	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.5696	0.7614
0.0148	0.0501	95	1.7313	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7221
0.0509	0.0528	100	1.2719	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7467
0.0527	0.0554	105	1.1440	0.8651	0.8629	1.0	0.1053	1.0	0.9264	0.1905	0.5526	0.7585
0.0383	0.0580	110	1.0701	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7560
0.04	0.0607	115	1.1221	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7383
0.1189	0.0633	120	0.8341	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.5696	0.7499
0.0088	0.0659	125	1.3146	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7113
0.0037	0.0686	130	1.5229	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7172
0.1716	0.0712	135	1.6495	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7118
0.1012	0.0739	140	2.0979	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6987
0.0192	0.0765	145	1.7344	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.5170	0.7297
0.0005	0.0791	150	1.6307	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.5170	0.7617
0.0016	0.0818	155	1.5953	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.5170	0.7632
0.067	0.0844	160	1.2531	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.5170	0.7919
0.0061	0.0870	165	1.1552	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7865
0.0175	0.0897	170	0.9010	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7907
0.0424	0.0923	175	0.8807	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.5170	0.7696
0.0952	0.0950	180	1.4099	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7017
0.0539	0.0976	185	1.3703	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.6803
0.0088	0.1002	190	1.3052	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.6854
0.1435	0.1029	195	1.5464	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.6852
0.0586	0.1055	200	1.0979	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7336
0.0238	0.1082	205	0.8018	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.7708
0.0102	0.1108	210	0.8898	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7787
0.0153	0.1134	215	1.0229	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7850
0.0073	0.1161	220	1.0599	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7634
0.0148	0.1187	225	1.0820	0.8651	0.8629	1.0	0.1053	1.0	0.9264	0.1905	0.5526	0.7499
0.0138	0.1213	230	1.0630	0.8492	0.8607	0.9813	0.1053	0.5	0.9170	0.1739	0.5433	0.7253
0.0053	0.1240	235	1.2576	0.8413	0.8595	0.9720	0.1053	0.4	0.9123	0.1667	0.5386	0.7194
0.0113	0.1266	240	1.3635	0.8413	0.8595	0.9720	0.1053	0.4	0.9123	0.1667	0.5386	0.7447
0.0023	0.1293	245	1.3414	0.8651	0.8629	1.0	0.1053	1.0	0.9264	0.1905	0.5526	0.7541
0.075	0.1319	250	1.1323	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7882
0.0039	0.1345	255	1.0802	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.8018
0.0027	0.1372	260	0.7350	0.8651	0.8689	0.9907	0.1579	0.75	0.9258	0.2609	0.5743	0.8050
0.042	0.1398	265	1.0497	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7993
0.0971	0.1424	270	0.7846	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.8050
0.0393	0.1451	275	0.5430	0.8571	0.8678	0.9813	0.1579	0.6	0.9211	0.25	0.5696	0.8052
0.0665	0.1477	280	0.6474	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.7993
0.1287	0.1504	285	0.8289	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.8062
0.0222	0.1530	290	0.8440	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.8030
0.1347	0.1556	295	0.6729	0.8492	0.8729	0.9626	0.2105	0.5	0.9156	0.2963	0.5866	0.8013
0.0436	0.1583	300	0.9010	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7745
0.035	0.1609	305	1.0224	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7587
0.0825	0.1635	310	1.0453	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7418
0.0151	0.1662	315	0.8810	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7223
0.032	0.1688	320	0.8643	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6665
0.0189	0.1715	325	0.9299	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.5969
0.0055	0.1741	330	0.9354	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.5170	0.5939
0.0012	0.1767	335	1.3740	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.5516
0.0363	0.1794	340	1.6927	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.5401
0.0123	0.1820	345	1.6641	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.5551
0.0024	0.1846	350	1.5469	0.8492	0.8607	0.9813	0.1053	0.5	0.9170	0.1739	0.5433	0.5853
0.0643	0.1873	355	1.7919	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.5548
0.0609	0.1899	360	1.5255	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6062
0.0003	0.1926	365	1.1872	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.6596
0.0113	0.1952	370	1.0388	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.6717
0.008	0.1978	375	1.0904	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6567
0.0383	0.2005	380	1.2331	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6412
0.0094	0.2031	385	1.2487	0.8333	0.8468	0.9813	0.0	0.0	0.9091	0.0	0.4907	0.6392
0.0482	0.2058	390	1.3990	0.8333	0.8468	0.9813	0.0	0.0	0.9091	0.0	0.4907	0.6468
0.0005	0.2084	395	1.9682	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.5794
0.0022	0.2110	400	1.6898	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6284
0.0021	0.2137	405	0.9719	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7368
0.087	0.2163	410	0.9570	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7410
0.0978	0.2189	415	1.0784	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7258
0.0529	0.2216	420	1.0341	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7221
0.0885	0.2242	425	1.2133	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6827
0.0795	0.2269	430	1.1294	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6608
0.0032	0.2295	435	1.1698	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.5170	0.6232
0.0102	0.2321	440	1.5193	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.5583
0.018	0.2348	445	1.4164	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6006
0.0039	0.2374	450	1.0763	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.6729
0.0194	0.2400	455	1.0464	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7083
0.0296	0.2427	460	1.3451	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6997
0.0285	0.2453	465	1.3826	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7049
0.0006	0.2480	470	1.1133	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7378
0.0763	0.2506	475	1.1247	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7059
0.0102	0.2532	480	1.0539	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7091
0.0016	0.2559	485	1.1471	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7118
0.0102	0.2585	490	1.3568	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.6874
0.0062	0.2611	495	1.4911	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6704
0.0425	0.2638	500	1.2885	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.6862
0.0066	0.2664	505	1.0599	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7186
0.0255	0.2691	510	1.1917	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7059
0.0137	0.2717	515	1.2065	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6909
0.0799	0.2743	520	1.2844	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6945
0.0067	0.2770	525	1.2760	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6835
0.0002	0.2796	530	1.8594	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6235
0.0015	0.2822	535	1.8948	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6080
0.0005	0.2849	540	1.5680	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6358
0.0295	0.2875	545	1.3263	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.6670
0.1034	0.2902	550	1.2273	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.6665
0.012	0.2928	555	1.1307	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.6257
0.0245	0.2954	560	0.7432	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.6768
0.0147	0.2981	565	0.8622	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7275
0.0055	0.3007	570	1.3203	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7157
0.0008	0.3034	575	1.6172	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7297
0.0009	0.3060	580	1.5167	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7582
0.0527	0.3086	585	1.6292	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7514
0.0023	0.3113	590	1.4807	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7582
0.0052	0.3139	595	1.4161	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7646
0.0032	0.3165	600	1.3906	0.8571	0.856	1.0	0.0526	1.0	0.9224	0.1	0.5263	0.7609
0.0421	0.3192	605	1.1883	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.7755
0.0016	0.3218	610	0.9667	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.7779
0.0035	0.3245	615	0.9643	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.7686
0.0057	0.3271	620	0.9180	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.7853
0.0294	0.3297	625	0.7862	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.7996
0.0033	0.3324	630	0.9510	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.8104
0.0384	0.3350	635	1.1604	0.8571	0.8618	0.9907	0.1053	0.6667	0.9217	0.1818	0.5480	0.8050
0.0002	0.3376	640	1.5859	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7873
0.0943	0.3403	645	1.5323	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7664
0.0065	0.3429	650	1.1245	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7573
0.03	0.3456	655	1.1396	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7373
0.0023	0.3482	660	1.3172	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7238
0.0069	0.3508	665	1.3849	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7209
0.0003	0.3535	670	1.5688	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7115
0.053	0.3561	675	1.5891	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7154
0.0342	0.3587	680	1.6083	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7179
0.0013	0.3614	685	1.7578	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7012
0.0022	0.3640	690	1.8031	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.6960
0.0078	0.3667	695	1.6865	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7086
0.0013	0.3693	700	1.5568	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7105
0.0061	0.3719	705	1.6115	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7162
0.0222	0.3746	710	1.9703	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7164
0.0061	0.3772	715	1.4568	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7263
0.0045	0.3798	720	1.4203	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7113
0.0011	0.3825	725	1.4500	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7002
0.0102	0.3851	730	1.3870	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.6874
0.0813	0.3878	735	1.4172	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.6734
0.0087	0.3904	740	1.3828	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.6581
0.0278	0.3930	745	1.4385	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.6576
0.0011	0.3957	750	1.4042	0.8492	0.8607	0.9813	0.1053	0.5	0.9170	0.1739	0.5433	0.6827
0.0052	0.3983	755	1.5964	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.5170	0.6955
0.0002	0.4009	760	1.9047	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.6948
0.004	0.4036	765	1.6958	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.5170	0.7295
0.0382	0.4062	770	1.2505	0.8333	0.8525	0.9720	0.0526	0.25	0.9083	0.0870	0.5123	0.7668
0.0599	0.4089	775	0.9690	0.8333	0.8525	0.9720	0.0526	0.25	0.9083	0.0870	0.5123	0.7654
0.0869	0.4115	780	0.8956	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.5170	0.7649
0.0211	0.4141	785	0.8104	0.8413	0.8595	0.9720	0.1053	0.4	0.9123	0.1667	0.5386	0.7912
0.0058	0.4168	790	0.8914	0.8413	0.8595	0.9720	0.1053	0.4	0.9123	0.1667	0.5386	0.7978
0.0008	0.4194	795	1.0901	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.5170	0.7991
0.0153	0.4221	800	1.3391	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.8018
0.0043	0.4247	805	1.5745	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7978
0.0484	0.4273	810	1.5120	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.8077
0.0008	0.4300	815	1.3604	0.8413	0.8537	0.9813	0.0526	0.3333	0.9130	0.0909	0.5170	0.8276
0.0118	0.4326	820	1.4432	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.8330
0.0028	0.4352	825	1.8021	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.8163
0.0032	0.4379	830	1.8958	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.8015
0.0007	0.4405	835	1.8958	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.8028
0.0001	0.4432	840	1.5167	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.8133
0.0054	0.4458	845	1.3766	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.8106
0.0127	0.4484	850	1.5365	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.8106
0.0039	0.4511	855	1.4120	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.8069
0.0127	0.4537	860	1.2870	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.8104
0.0982	0.4563	865	1.5130	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.7964
0.0758	0.4590	870	1.4536	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7850
0.0032	0.4616	875	1.2505	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7924
0.0072	0.4643	880	1.0893	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.8003
0.0049	0.4669	885	1.0674	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.8013
0.0109	0.4695	890	1.0852	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7981
0.015	0.4722	895	1.1182	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7981
0.0435	0.4748	900	1.1578	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.8040
0.0191	0.4774	905	1.1096	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.8057
0.0018	0.4801	910	1.2503	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.8040
0.0012	0.4827	915	1.2430	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.8047
0.0541	0.4854	920	1.1427	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.8084
0.0048	0.4880	925	1.1487	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.8079
0.0128	0.4906	930	1.3068	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.8030
0.0023	0.4933	935	1.4359	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.8013
0.0747	0.4959	940	1.4547	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7976
0.0019	0.4985	945	1.3250	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7941
0.0278	0.5012	950	1.1555	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7831
0.0012	0.5038	955	1.1065	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7777
0.0007	0.5065	960	1.1727	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7577
0.0016	0.5091	965	1.1656	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7538
0.0037	0.5117	970	1.2115	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7511
0.0016	0.5144	975	0.9924	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7614
0.0169	0.5170	980	0.9714	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7732
0.0165	0.5197	985	1.0867	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7848
0.0005	0.5223	990	1.2596	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7944
0.0005	0.5249	995	1.3180	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7966
0.0002	0.5276	1000	1.2979	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7956
0.004	0.5302	1005	1.2836	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.8020
0.006	0.5328	1010	1.2003	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7978
0.0013	0.5355	1015	1.1974	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7939
0.0012	0.5381	1020	1.2424	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7900
0.1604	0.5408	1025	1.2091	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7885
0.0032	0.5434	1030	1.0893	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7868
0.0002	0.5460	1035	1.1026	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7804
0.0014	0.5487	1040	1.1047	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7791
0.0031	0.5513	1045	1.0849	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7779
0.0126	0.5539	1050	1.0544	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7818
0.0021	0.5566	1055	1.0753	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7838
0.0024	0.5592	1060	1.1068	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7848
0.0272	0.5619	1065	1.2490	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7816
0.0179	0.5645	1070	1.2984	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7801
0.0216	0.5671	1075	1.2333	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7855
0.0048	0.5698	1080	1.2258	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7887
0.0256	0.5724	1085	1.2391	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7895
0.0262	0.5750	1090	1.2987	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7865
0.0308	0.5777	1095	1.2875	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7846
0.0102	0.5803	1100	1.2589	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7882
0.0008	0.5830	1105	1.2924	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7865
0.0004	0.5856	1110	1.3430	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7853
0.0022	0.5882	1115	1.3242	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7821
0.0066	0.5909	1120	1.3760	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7818
0.0123	0.5935	1125	1.4432	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7841
0.0927	0.5961	1130	1.4656	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7806
0.0215	0.5988	1135	1.3620	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7816
0.0003	0.6014	1140	1.1810	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7959
0.0041	0.6041	1145	1.0896	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.8010
0.0006	0.6067	1150	1.0888	0.8492	0.8548	0.9907	0.0526	0.5	0.9177	0.0952	0.5216	0.8060
0.0337	0.6093	1155	1.1667	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.8089
0.0012	0.6120	1160	1.2586	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.8047
0.0068	0.6146	1165	1.3633	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7976
0.0012	0.6173	1170	1.3729	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7996
0.0003	0.6199	1175	1.4378	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7944
0.0084	0.6225	1180	1.4560	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7927
0.0618	0.6252	1185	1.4148	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7900
0.0005	0.6278	1190	1.2831	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7951
0.0001	0.6304	1195	1.2547	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7924
0.1047	0.6331	1200	1.2698	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7897
0.0002	0.6357	1205	1.2531	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7895
0.0006	0.6384	1210	1.1734	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7922
0.0005	0.6410	1215	1.1315	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7964
0.0035	0.6436	1220	1.1078	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7959
0.0129	0.6463	1225	1.1076	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7939
0.0002	0.6489	1230	1.1065	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7973
0.0091	0.6515	1235	1.0932	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7961
0.0006	0.6542	1240	1.1203	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7944
0.0075	0.6568	1245	1.1625	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7909
0.0028	0.6595	1250	1.2661	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7836
0.0007	0.6621	1255	1.3628	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7804
0.0309	0.6647	1260	1.3732	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7818
0.0131	0.6674	1265	1.3737	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7858
0.0267	0.6700	1270	1.3630	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7855
0.0012	0.6726	1275	1.4510	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7833
0.0103	0.6753	1280	1.5599	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7811
0.0689	0.6779	1285	1.6313	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7806
0.0432	0.6806	1290	1.6484	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7838
0.001	0.6832	1295	1.5401	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7865
0.0006	0.6858	1300	1.4469	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7929
0.0071	0.6885	1305	1.3495	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7978
0.0437	0.6911	1310	1.2406	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7998
0.014	0.6937	1315	1.2068	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.8010
0.0007	0.6964	1320	1.2604	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7983
0.0156	0.6990	1325	1.3620	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7863
0.0029	0.7017	1330	1.4250	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7791
0.0001	0.7043	1335	1.4734	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7811
0.0018	0.7069	1340	1.4969	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7804
0.0009	0.7096	1345	1.5302	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7750
0.0488	0.7122	1350	1.4969	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7769
0.0012	0.7149	1355	1.3849	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7814
0.0004	0.7175	1360	1.3167	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7791
0.0016	0.7201	1365	1.3078	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7858
0.002	0.7228	1370	1.3036	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7836
0.0005	0.7254	1375	1.2503	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7865
0.0288	0.7280	1380	1.2302	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7885
0.0013	0.7307	1385	1.2534	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7941
0.0015	0.7333	1390	1.2758	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7912
0.0578	0.7360	1395	1.3057	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7905
0.047	0.7386	1400	1.3099	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7880
0.0001	0.7412	1405	1.3198	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7880
0.0059	0.7439	1410	1.3245	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7875
0.0156	0.7465	1415	1.3315	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7887
0.0008	0.7491	1420	1.3393	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7863
0.004	0.7518	1425	1.3674	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7890
0.0011	0.7544	1430	1.3797	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7865
0.0001	0.7571	1435	1.3818	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7885
0.0009	0.7597	1440	1.3891	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7863
0.002	0.7623	1445	1.4094	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7860
0.1199	0.7650	1450	1.3802	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7900
0.0057	0.7676	1455	1.3521	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7919
0.0256	0.7702	1460	1.3521	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7907
0.0002	0.7729	1465	1.3174	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7919
0.002	0.7755	1470	1.2784	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7961
0.0226	0.7782	1475	1.2846	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7978
0.0011	0.7808	1480	1.2862	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7951
0.0313	0.7834	1485	1.2883	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7909
0.0226	0.7861	1490	1.2924	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7954
0.0069	0.7887	1495	1.3089	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7941
0.0031	0.7913	1500	1.3167	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7922
0.0001	0.7940	1505	1.3427	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7927
0.03	0.7966	1510	1.3490	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7909
0.0013	0.7993	1515	1.3234	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7939
0.0063	0.8019	1520	1.3107	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7905
0.0004	0.8045	1525	1.3148	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7885
0.0118	0.8072	1530	1.3104	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7905
0.0032	0.8098	1535	1.3125	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7882
0.003	0.8125	1540	1.3104	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7875
0.0051	0.8151	1545	1.3031	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7890
0.0001	0.8177	1550	1.2891	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7873
0.0001	0.8204	1555	1.2938	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7885
0.019	0.8230	1560	1.3094	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7897
0.0047	0.8256	1565	1.3115	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7880
0.0151	0.8283	1570	1.3151	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7865
0.002	0.8309	1575	1.3349	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7875
0.0127	0.8336	1580	1.3677	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7828
0.0005	0.8362	1585	1.3896	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7848
0.0004	0.8388	1590	1.4021	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7873
0.0001	0.8415	1595	1.3958	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7860
0.0006	0.8441	1600	1.4036	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7873
0.0002	0.8467	1605	1.3974	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7880
0.0006	0.8494	1610	1.3979	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7858
0.0006	0.8520	1615	1.3911	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7878
0.0001	0.8547	1620	1.4010	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7841
0.0216	0.8573	1625	1.4125	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7831
0.0034	0.8599	1630	1.4271	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7850
0.0002	0.8626	1635	1.4344	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7870
0.0142	0.8652	1640	1.4505	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7816
0.0024	0.8678	1645	1.4693	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7823
0.0005	0.8705	1650	1.4740	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7818
0.0005	0.8731	1655	1.4724	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7801
0.0006	0.8758	1660	1.4760	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7814
0.0007	0.8784	1665	1.4729	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7799
0.0044	0.8810	1670	1.4688	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7796
0.002	0.8837	1675	1.4750	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7789
0.0389	0.8863	1680	1.4792	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7789
0.0044	0.8889	1685	1.4995	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7774
0.0003	0.8916	1690	1.5068	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7787
0.0006	0.8942	1695	1.5167	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7782
0.0022	0.8969	1700	1.5099	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7796
0.0013	0.8995	1705	1.5042	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7787
0.0877	0.9021	1710	1.5068	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7809
0.0257	0.9048	1715	1.5026	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7799
0.0012	0.9074	1720	1.4990	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7804
0.0003	0.9101	1725	1.5068	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7789
0.0011	0.9127	1730	1.5026	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7814
0.0006	0.9153	1735	1.5036	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7794
0.0024	0.9180	1740	1.5010	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7823
0.0003	0.9206	1745	1.4974	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7801
0.014	0.9232	1750	1.4823	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7814
0.0085	0.9259	1755	1.4776	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7816
0.1363	0.9285	1760	1.4729	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7838
0.0274	0.9312	1765	1.4698	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7833
0.0007	0.9338	1770	1.4656	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7833
0.0008	0.9364	1775	1.4651	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7826
0.0247	0.9391	1780	1.4688	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7811
0.0004	0.9417	1785	1.4745	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7801
0.0004	0.9443	1790	1.4776	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7811
0.0081	0.9470	1795	1.4781	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7846
0.0258	0.9496	1800	1.4776	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7833
0.0002	0.9523	1805	1.4703	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7821
0.0194	0.9549	1810	1.4786	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7826
0.0002	0.9575	1815	1.4750	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7821
0.0014	0.9602	1820	1.4719	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7833
0.0008	0.9628	1825	1.4688	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7831
0.0036	0.9654	1830	1.4698	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7838
0.0016	0.9681	1835	1.4672	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7846
0.0087	0.9707	1840	1.4703	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7848
0.005	0.9734	1845	1.4724	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7818
0.0002	0.9760	1850	1.4688	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7853
0.0009	0.9786	1855	1.4734	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7811
0.0003	0.9813	1860	1.4708	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7816
0.0191	0.9839	1865	1.4682	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7836
0.0117	0.9865	1870	1.4698	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7853
0.0013	0.9892	1875	1.4708	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7831
0.0003	0.9918	1880	1.4760	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7841
0.0039	0.9945	1885	1.4755	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7818
0.0001	0.9971	1890	1.4714	0.8413	0.848	0.9907	0.0	0.0	0.9138	0.0	0.4953	0.7831
0.0002	0.9997	1895	1.4724	0.8492	0.8492	1.0	0.0	0.0	0.9185	0.0	0.5	0.7826

Framework versions

• PEFT 0.12.0
• Transformers 4.46.0
• Pytorch 2.4.0+cu118
• Datasets 3.0.0
• Tokenizers 0.20.1