sizhkhy/dbischof_premise_aea

llm3br256

This model is a fine-tuned version of meta-llama/Llama-3.2-3B-Instruct on the dbischof_premise_aea dataset. It achieves the following results on the evaluation set:

• Loss: 0.0070

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: 4
• eval_batch_size: 4
• seed: 42
• gradient_accumulation_steps: 8
• total_train_batch_size: 32
• optimizer: Use OptimizerNames.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: 5.0

Training results

Training Loss	Epoch	Step	Validation Loss
0.087	0.0036	5	0.0906
0.0863	0.0071	10	0.0881
0.0931	0.0107	15	0.0802
0.082	0.0143	20	0.0665
0.0534	0.0179	25	0.0510
0.041	0.0214	30	0.0401
0.045	0.0250	35	0.0360
0.0347	0.0286	40	0.0328
0.0377	0.0322	45	0.0309
0.0314	0.0357	50	0.0297
0.0287	0.0393	55	0.0281
0.0288	0.0429	60	0.0270
0.0341	0.0465	65	0.0261
0.0302	0.0500	70	0.0253
0.0328	0.0536	75	0.0244
0.0341	0.0572	80	0.0236
0.0322	0.0608	85	0.0229
0.0251	0.0643	90	0.0223
0.0342	0.0679	95	0.0217
0.0234	0.0715	100	0.0212
0.0242	0.0751	105	0.0207
0.0195	0.0786	110	0.0204
0.0287	0.0822	115	0.0203
0.0259	0.0858	120	0.0199
0.0267	0.0894	125	0.0197
0.0286	0.0929	130	0.0194
0.0204	0.0965	135	0.0191
0.0242	0.1001	140	0.0190
0.0228	0.1037	145	0.0187
0.0248	0.1072	150	0.0185
0.0263	0.1108	155	0.0183
0.0222	0.1144	160	0.0184
0.0185	0.1180	165	0.0183
0.0197	0.1215	170	0.0182
0.0297	0.1251	175	0.0179
0.0164	0.1287	180	0.0178
0.0234	0.1323	185	0.0175
0.0298	0.1358	190	0.0174
0.0231	0.1394	195	0.0171
0.0179	0.1430	200	0.0172
0.0207	0.1466	205	0.0173
0.0263	0.1501	210	0.0172
0.0204	0.1537	215	0.0175
0.0222	0.1573	220	0.0172
0.024	0.1609	225	0.0173
0.0258	0.1644	230	0.0169
0.0171	0.1680	235	0.0168
0.0223	0.1716	240	0.0167
0.0291	0.1752	245	0.0168
0.0138	0.1787	250	0.0164
0.0251	0.1823	255	0.0162
0.0145	0.1859	260	0.0163
0.0232	0.1895	265	0.0165
0.0207	0.1930	270	0.0161
0.0227	0.1966	275	0.0162
0.0199	0.2002	280	0.0162
0.0216	0.2038	285	0.0158
0.0235	0.2073	290	0.0158
0.0178	0.2109	295	0.0160
0.0168	0.2145	300	0.0156
0.0235	0.2181	305	0.0159
0.0159	0.2216	310	0.0157
0.0193	0.2252	315	0.0156
0.0241	0.2288	320	0.0154
0.0204	0.2324	325	0.0155
0.0225	0.2359	330	0.0157
0.0176	0.2395	335	0.0156
0.0122	0.2431	340	0.0162
0.0238	0.2466	345	0.0158
0.021	0.2502	350	0.0157
0.0185	0.2538	355	0.0152
0.0278	0.2574	360	0.0152
0.0319	0.2609	365	0.0153
0.0224	0.2645	370	0.0151
0.0175	0.2681	375	0.0151
0.0212	0.2717	380	0.0152
0.0261	0.2752	385	0.0152
0.0278	0.2788	390	0.0151
0.0163	0.2824	395	0.0151
0.0154	0.2860	400	0.0149
0.0231	0.2895	405	0.0148
0.0211	0.2931	410	0.0150
0.0175	0.2967	415	0.0148
0.0253	0.3003	420	0.0147
0.0209	0.3038	425	0.0147
0.0182	0.3074	430	0.0146
0.0156	0.3110	435	0.0148
0.0181	0.3146	440	0.0151
0.0155	0.3181	445	0.0146
0.0285	0.3217	450	0.0145
0.0214	0.3253	455	0.0147
0.0198	0.3289	460	0.0148
0.0184	0.3324	465	0.0146
0.0245	0.3360	470	0.0147
0.0167	0.3396	475	0.0146
0.018	0.3432	480	0.0146
0.016	0.3467	485	0.0149
0.0281	0.3503	490	0.0148
0.0212	0.3539	495	0.0146
0.0178	0.3575	500	0.0148
0.0199	0.3610	505	0.0145
0.0141	0.3646	510	0.0143
0.021	0.3682	515	0.0142
0.0163	0.3718	520	0.0144
0.0281	0.3753	525	0.0145
0.017	0.3789	530	0.0141
0.0197	0.3825	535	0.0143
0.0181	0.3861	540	0.0147
0.0204	0.3896	545	0.0144
0.0119	0.3932	550	0.0141
0.0227	0.3968	555	0.0144
0.0212	0.4004	560	0.0145
0.0185	0.4039	565	0.0146
0.021	0.4075	570	0.0146
0.0151	0.4111	575	0.0145
0.021	0.4147	580	0.0144
0.0152	0.4182	585	0.0147
0.0277	0.4218	590	0.0142
0.0214	0.4254	595	0.0144
0.0157	0.4290	600	0.0143
0.0153	0.4325	605	0.0145
0.0235	0.4361	610	0.0142
0.0191	0.4397	615	0.0149
0.0201	0.4433	620	0.0149
0.0131	0.4468	625	0.0141
0.0224	0.4504	630	0.0149
0.0237	0.4540	635	0.0149
0.0158	0.4576	640	0.0149
0.0187	0.4611	645	0.0144
0.0245	0.4647	650	0.0139
0.0177	0.4683	655	0.0141
0.0153	0.4718	660	0.0140
0.0178	0.4754	665	0.0140
0.0213	0.4790	670	0.0141
0.0185	0.4826	675	0.0142
0.0215	0.4861	680	0.0142
0.0166	0.4897	685	0.0143
0.0147	0.4933	690	0.0143
0.0142	0.4969	695	0.0143
0.0158	0.5004	700	0.0141
0.0219	0.5040	705	0.0144
0.0191	0.5076	710	0.0143
0.0248	0.5112	715	0.0145
0.0174	0.5147	720	0.0142
0.0212	0.5183	725	0.0143
0.0237	0.5219	730	0.0139
0.0176	0.5255	735	0.0138
0.0222	0.5290	740	0.0140
0.0134	0.5326	745	0.0137
0.0126	0.5362	750	0.0139
0.0209	0.5398	755	0.0140
0.0204	0.5433	760	0.0138
0.0239	0.5469	765	0.0139
0.0203	0.5505	770	0.0138
0.0212	0.5541	775	0.0136
0.0145	0.5576	780	0.0136
0.0114	0.5612	785	0.0135
0.014	0.5648	790	0.0136
0.0179	0.5684	795	0.0134
0.0114	0.5719	800	0.0136
0.0219	0.5755	805	0.0136
0.015	0.5791	810	0.0137
0.0187	0.5827	815	0.0140
0.0137	0.5862	820	0.0138
0.0169	0.5898	825	0.0137
0.0226	0.5934	830	0.0137
0.0145	0.5970	835	0.0133
0.0146	0.6005	840	0.0133
0.0176	0.6041	845	0.0130
0.0134	0.6077	850	0.0139
0.0129	0.6113	855	0.0135
0.0157	0.6148	860	0.0136
0.0156	0.6184	865	0.0135
0.0197	0.6220	870	0.0134
0.0239	0.6256	875	0.0136
0.0245	0.6291	880	0.0136
0.0195	0.6327	885	0.0137
0.0194	0.6363	890	0.0138
0.0171	0.6399	895	0.0133
0.0227	0.6434	900	0.0131
0.0184	0.6470	905	0.0130
0.0147	0.6506	910	0.0132
0.0196	0.6542	915	0.0132
0.0144	0.6577	920	0.0132
0.0177	0.6613	925	0.0136
0.017	0.6649	930	0.0134
0.0179	0.6685	935	0.0134
0.0294	0.6720	940	0.0133
0.0219	0.6756	945	0.0132
0.0119	0.6792	950	0.0133
0.0234	0.6828	955	0.0131
0.0175	0.6863	960	0.0133
0.0181	0.6899	965	0.0132
0.0184	0.6935	970	0.0129
0.0112	0.6971	975	0.0130
0.0236	0.7006	980	0.0131
0.0162	0.7042	985	0.0133
0.0131	0.7078	990	0.0130
0.018	0.7113	995	0.0131
0.0133	0.7149	1000	0.0129
0.0185	0.7185	1005	0.0129
0.0171	0.7221	1010	0.0131
0.0188	0.7256	1015	0.0128
0.0254	0.7292	1020	0.0130
0.0163	0.7328	1025	0.0129
0.0175	0.7364	1030	0.0129
0.0174	0.7399	1035	0.0128
0.0124	0.7435	1040	0.0130
0.015	0.7471	1045	0.0131
0.0187	0.7507	1050	0.0132
0.0169	0.7542	1055	0.0132
0.0236	0.7578	1060	0.0132
0.0174	0.7614	1065	0.0132
0.0141	0.7650	1070	0.0131
0.0152	0.7685	1075	0.0132
0.0169	0.7721	1080	0.0133
0.0125	0.7757	1085	0.0132
0.0133	0.7793	1090	0.0129
0.0228	0.7828	1095	0.0128
0.0213	0.7864	1100	0.0129
0.0234	0.7900	1105	0.0131
0.0125	0.7936	1110	0.0131
0.0183	0.7971	1115	0.0133
0.0213	0.8007	1120	0.0132
0.0153	0.8043	1125	0.0132
0.0152	0.8079	1130	0.0134
0.0226	0.8114	1135	0.0131
0.0232	0.8150	1140	0.0129
0.0112	0.8186	1145	0.0128
0.0158	0.8222	1150	0.0129
0.0151	0.8257	1155	0.0132
0.0132	0.8293	1160	0.0134
0.0277	0.8329	1165	0.0131
0.0145	0.8365	1170	0.0131
0.0143	0.8400	1175	0.0129
0.0167	0.8436	1180	0.0133
0.0174	0.8472	1185	0.0135
0.0189	0.8508	1190	0.0134
0.0148	0.8543	1195	0.0133
0.0207	0.8579	1200	0.0132
0.0193	0.8615	1205	0.0134
0.0148	0.8651	1210	0.0134
0.0167	0.8686	1215	0.0134
0.0154	0.8722	1220	0.0134
0.0235	0.8758	1225	0.0133
0.0126	0.8794	1230	0.0130
0.0097	0.8829	1235	0.0130
0.0212	0.8865	1240	0.0124
0.0212	0.8901	1245	0.0129
0.0118	0.8937	1250	0.0132
0.0168	0.8972	1255	0.0130
0.016	0.9008	1260	0.0129
0.0179	0.9044	1265	0.0129
0.0181	0.9080	1270	0.0133
0.0182	0.9115	1275	0.0128
0.0104	0.9151	1280	0.0131
0.0165	0.9187	1285	0.0129
0.0175	0.9223	1290	0.0131
0.0184	0.9258	1295	0.0129
0.0261	0.9294	1300	0.0128
0.0198	0.9330	1305	0.0123
0.0186	0.9366	1310	0.0124
0.0173	0.9401	1315	0.0127
0.0248	0.9437	1320	0.0124
0.0197	0.9473	1325	0.0126
0.0161	0.9508	1330	0.0126
0.0144	0.9544	1335	0.0127
0.0189	0.9580	1340	0.0126
0.0206	0.9616	1345	0.0125
0.0174	0.9651	1350	0.0128
0.0163	0.9687	1355	0.0127
0.0174	0.9723	1360	0.0126
0.0151	0.9759	1365	0.0124
0.0128	0.9794	1370	0.0124
0.017	0.9830	1375	0.0121
0.0172	0.9866	1380	0.0120
0.0182	0.9902	1385	0.0120
0.0231	0.9937	1390	0.0119
0.0167	0.9973	1395	0.0121
0.0216	1.0009	1400	0.0121
0.0226	1.0045	1405	0.0120
0.012	1.0080	1410	0.0120
0.0148	1.0116	1415	0.0121
0.0139	1.0152	1420	0.0120
0.0174	1.0188	1425	0.0122
0.0159	1.0223	1430	0.0124
0.0209	1.0259	1435	0.0122
0.0126	1.0295	1440	0.0121
0.0225	1.0331	1445	0.0121
0.0161	1.0366	1450	0.0122
0.0207	1.0402	1455	0.0122
0.0276	1.0438	1460	0.0124
0.0126	1.0474	1465	0.0122
0.0168	1.0509	1470	0.0122
0.0163	1.0545	1475	0.0122
0.0231	1.0581	1480	0.0122
0.0205	1.0617	1485	0.0121
0.0174	1.0652	1490	0.0122
0.0186	1.0688	1495	0.0123
0.0161	1.0724	1500	0.0121
0.0201	1.0760	1505	0.0121
0.0259	1.0795	1510	0.0123
0.0191	1.0831	1515	0.0125
0.0182	1.0867	1520	0.0125
0.0202	1.0903	1525	0.0123
0.0174	1.0938	1530	0.0123
0.0109	1.0974	1535	0.0125
0.0171	1.1010	1540	0.0124
0.0165	1.1046	1545	0.0120
0.023	1.1081	1550	0.0120
0.0131	1.1117	1555	0.0120
0.0118	1.1153	1560	0.0117
0.0212	1.1189	1565	0.0120
0.014	1.1224	1570	0.0122
0.017	1.1260	1575	0.0123
0.0157	1.1296	1580	0.0122
0.0136	1.1332	1585	0.0120
0.0158	1.1367	1590	0.0120
0.0127	1.1403	1595	0.0120
0.0169	1.1439	1600	0.0123
0.0117	1.1475	1605	0.0122
0.0162	1.1510	1610	0.0121
0.0161	1.1546	1615	0.0122
0.0162	1.1582	1620	0.0123
0.0144	1.1618	1625	0.0123
0.0211	1.1653	1630	0.0120
0.0148	1.1689	1635	0.0123
0.0118	1.1725	1640	0.0123
0.0126	1.1761	1645	0.0124
0.0089	1.1796	1650	0.0125
0.0161	1.1832	1655	0.0122
0.0254	1.1868	1660	0.0124
0.0116	1.1903	1665	0.0124
0.0254	1.1939	1670	0.0125
0.0197	1.1975	1675	0.0127
0.0174	1.2011	1680	0.0122
0.0089	1.2046	1685	0.0120
0.0156	1.2082	1690	0.0119
0.0221	1.2118	1695	0.0117
0.0185	1.2154	1700	0.0118
0.0159	1.2189	1705	0.0115
0.0169	1.2225	1710	0.0117
0.0169	1.2261	1715	0.0115
0.0142	1.2297	1720	0.0116
0.0129	1.2332	1725	0.0117
0.0128	1.2368	1730	0.0117
0.0141	1.2404	1735	0.0117
0.0155	1.2440	1740	0.0120
0.0227	1.2475	1745	0.0119
0.0293	1.2511	1750	0.0119
0.0229	1.2547	1755	0.0121
0.0141	1.2583	1760	0.0119
0.0106	1.2618	1765	0.0120
0.0174	1.2654	1770	0.0121
0.0179	1.2690	1775	0.0120
0.0113	1.2726	1780	0.0117
0.0126	1.2761	1785	0.0118
0.0152	1.2797	1790	0.0118
0.0104	1.2833	1795	0.0118
0.0132	1.2869	1800	0.0116
0.0181	1.2904	1805	0.0119
0.0184	1.2940	1810	0.0119
0.01	1.2976	1815	0.0117
0.0133	1.3012	1820	0.0116
0.0127	1.3047	1825	0.0115
0.0199	1.3083	1830	0.0114
0.0143	1.3119	1835	0.0115
0.0179	1.3155	1840	0.0118
0.0199	1.3190	1845	0.0117
0.0157	1.3226	1850	0.0115
0.0187	1.3262	1855	0.0118
0.0137	1.3298	1860	0.0117
0.0121	1.3333	1865	0.0116
0.022	1.3369	1870	0.0116
0.0115	1.3405	1875	0.0115
0.0169	1.3441	1880	0.0112
0.0148	1.3476	1885	0.0115
0.0186	1.3512	1890	0.0113
0.0146	1.3548	1895	0.0112
0.0137	1.3584	1900	0.0113
0.0155	1.3619	1905	0.0113
0.0167	1.3655	1910	0.0114
0.0172	1.3691	1915	0.0112
0.0192	1.3727	1920	0.0111
0.021	1.3762	1925	0.0110
0.0112	1.3798	1930	0.0111
0.0095	1.3834	1935	0.0110
0.0132	1.3870	1940	0.0111
0.0124	1.3905	1945	0.0110
0.0131	1.3941	1950	0.0112
0.0154	1.3977	1955	0.0112
0.0104	1.4013	1960	0.0111
0.012	1.4048	1965	0.0111
0.0159	1.4084	1970	0.0112
0.0205	1.4120	1975	0.0114
0.0111	1.4155	1980	0.0117
0.0147	1.4191	1985	0.0116
0.011	1.4227	1990	0.0118
0.0217	1.4263	1995	0.0118
0.0241	1.4298	2000	0.0114
0.011	1.4334	2005	0.0113
0.0157	1.4370	2010	0.0112
0.0077	1.4406	2015	0.0114
0.0132	1.4441	2020	0.0112
0.0133	1.4477	2025	0.0112
0.0166	1.4513	2030	0.0113
0.0242	1.4549	2035	0.0111
0.0256	1.4584	2040	0.0114
0.0168	1.4620	2045	0.0112
0.0187	1.4656	2050	0.0111
0.0143	1.4692	2055	0.0112
0.0129	1.4727	2060	0.0111
0.0153	1.4763	2065	0.0110
0.0265	1.4799	2070	0.0111
0.0128	1.4835	2075	0.0112
0.0137	1.4870	2080	0.0114
0.0108	1.4906	2085	0.0113
0.0161	1.4942	2090	0.0114
0.0208	1.4978	2095	0.0113
0.0171	1.5013	2100	0.0113
0.0138	1.5049	2105	0.0113
0.0137	1.5085	2110	0.0111
0.0109	1.5121	2115	0.0111
0.0154	1.5156	2120	0.0109
0.0181	1.5192	2125	0.0111
0.0158	1.5228	2130	0.0110
0.0108	1.5264	2135	0.0113
0.0181	1.5299	2140	0.0111
0.0163	1.5335	2145	0.0112
0.0302	1.5371	2150	0.0110
0.0153	1.5407	2155	0.0110
0.0199	1.5442	2160	0.0111
0.0219	1.5478	2165	0.0112
0.0134	1.5514	2170	0.0113
0.0179	1.5550	2175	0.0112
0.0164	1.5585	2180	0.0109
0.0091	1.5621	2185	0.0108
0.0129	1.5657	2190	0.0109
0.0149	1.5693	2195	0.0111
0.0144	1.5728	2200	0.0114
0.0158	1.5764	2205	0.0113
0.0161	1.5800	2210	0.0111
0.0126	1.5836	2215	0.0111
0.0086	1.5871	2220	0.0110
0.0157	1.5907	2225	0.0112
0.0165	1.5943	2230	0.0114
0.0146	1.5979	2235	0.0115
0.0152	1.6014	2240	0.0113
0.0117	1.6050	2245	0.0113
0.0177	1.6086	2250	0.0112
0.0135	1.6122	2255	0.0113
0.0148	1.6157	2260	0.0113
0.0152	1.6193	2265	0.0114
0.0152	1.6229	2270	0.0113
0.0239	1.6265	2275	0.0112
0.0124	1.6300	2280	0.0111
0.0156	1.6336	2285	0.0109
0.0161	1.6372	2290	0.0108
0.0143	1.6408	2295	0.0109
0.0113	1.6443	2300	0.0108
0.0176	1.6479	2305	0.0109
0.0142	1.6515	2310	0.0110
0.0158	1.6550	2315	0.0110
0.0163	1.6586	2320	0.0107
0.0127	1.6622	2325	0.0106
0.0175	1.6658	2330	0.0108
0.0334	1.6693	2335	0.0106
0.0134	1.6729	2340	0.0106
0.0245	1.6765	2345	0.0106
0.0168	1.6801	2350	0.0106
0.0106	1.6836	2355	0.0105
0.0092	1.6872	2360	0.0107
0.0219	1.6908	2365	0.0107
0.0175	1.6944	2370	0.0105
0.0114	1.6979	2375	0.0107
0.0124	1.7015	2380	0.0106
0.0188	1.7051	2385	0.0106
0.0165	1.7087	2390	0.0106
0.0298	1.7122	2395	0.0105
0.0123	1.7158	2400	0.0105
0.0293	1.7194	2405	0.0107
0.0121	1.7230	2410	0.0107
0.0134	1.7265	2415	0.0106
0.0103	1.7301	2420	0.0105
0.0132	1.7337	2425	0.0106
0.0133	1.7373	2430	0.0105
0.0166	1.7408	2435	0.0107
0.0178	1.7444	2440	0.0108
0.0127	1.7480	2445	0.0107
0.0197	1.7516	2450	0.0105
0.0145	1.7551	2455	0.0108
0.0135	1.7587	2460	0.0106
0.0169	1.7623	2465	0.0105
0.0127	1.7659	2470	0.0104
0.0176	1.7694	2475	0.0106
0.0143	1.7730	2480	0.0108
0.0106	1.7766	2485	0.0107
0.0131	1.7802	2490	0.0105
0.0226	1.7837	2495	0.0104
0.0115	1.7873	2500	0.0105
0.009	1.7909	2505	0.0101
0.018	1.7945	2510	0.0102
0.0198	1.7980	2515	0.0103
0.0149	1.8016	2520	0.0102
0.0182	1.8052	2525	0.0104
0.0118	1.8088	2530	0.0103
0.0161	1.8123	2535	0.0104
0.0116	1.8159	2540	0.0105
0.0126	1.8195	2545	0.0104
0.0099	1.8231	2550	0.0106
0.0158	1.8266	2555	0.0106
0.0137	1.8302	2560	0.0107
0.0098	1.8338	2565	0.0107
0.0137	1.8374	2570	0.0106
0.0126	1.8409	2575	0.0107
0.0132	1.8445	2580	0.0106
0.0107	1.8481	2585	0.0106
0.0111	1.8517	2590	0.0108
0.0186	1.8552	2595	0.0109
0.0143	1.8588	2600	0.0109
0.0139	1.8624	2605	0.0109
0.0157	1.8660	2610	0.0106
0.0187	1.8695	2615	0.0105
0.0127	1.8731	2620	0.0106
0.0158	1.8767	2625	0.0105
0.0203	1.8803	2630	0.0105
0.0167	1.8838	2635	0.0105
0.0098	1.8874	2640	0.0105
0.0118	1.8910	2645	0.0104
0.0133	1.8945	2650	0.0104
0.019	1.8981	2655	0.0104
0.0202	1.9017	2660	0.0104
0.0143	1.9053	2665	0.0105
0.0138	1.9088	2670	0.0106
0.0184	1.9124	2675	0.0107
0.0134	1.9160	2680	0.0105
0.0123	1.9196	2685	0.0104
0.0106	1.9231	2690	0.0105
0.018	1.9267	2695	0.0105
0.01	1.9303	2700	0.0105
0.0154	1.9339	2705	0.0105
0.0157	1.9374	2710	0.0104
0.0156	1.9410	2715	0.0101
0.0102	1.9446	2720	0.0100
0.0127	1.9482	2725	0.0101
0.0132	1.9517	2730	0.0100
0.0208	1.9553	2735	0.0102
0.0168	1.9589	2740	0.0104
0.0164	1.9625	2745	0.0102
0.0148	1.9660	2750	0.0103
0.0141	1.9696	2755	0.0102
0.02	1.9732	2760	0.0104
0.013	1.9768	2765	0.0105
0.015	1.9803	2770	0.0104
0.0089	1.9839	2775	0.0103
0.0118	1.9875	2780	0.0102
0.0083	1.9911	2785	0.0101
0.0117	1.9946	2790	0.0102
0.0106	1.9982	2795	0.0104
0.0121	2.0018	2800	0.0103
0.0119	2.0054	2805	0.0106
0.0153	2.0089	2810	0.0106
0.0076	2.0125	2815	0.0105
0.0144	2.0161	2820	0.0103
0.0122	2.0197	2825	0.0104
0.0105	2.0232	2830	0.0101
0.0131	2.0268	2835	0.0102
0.0145	2.0304	2840	0.0102
0.0136	2.0340	2845	0.0103
0.01	2.0375	2850	0.0104
0.0083	2.0411	2855	0.0104
0.0112	2.0447	2860	0.0105
0.0146	2.0483	2865	0.0106
0.0165	2.0518	2870	0.0108
0.0175	2.0554	2875	0.0109
0.0198	2.0590	2880	0.0108
0.0126	2.0626	2885	0.0108
0.0133	2.0661	2890	0.0103
0.0128	2.0697	2895	0.0103
0.008	2.0733	2900	0.0104
0.0106	2.0769	2905	0.0103
0.0141	2.0804	2910	0.0104
0.0115	2.0840	2915	0.0104
0.0198	2.0876	2920	0.0104
0.015	2.0912	2925	0.0106
0.0134	2.0947	2930	0.0106
0.012	2.0983	2935	0.0104
0.0171	2.1019	2940	0.0103
0.0128	2.1055	2945	0.0103
0.0136	2.1090	2950	0.0104
0.0127	2.1126	2955	0.0102
0.0158	2.1162	2960	0.0099
0.0147	2.1197	2965	0.0099
0.0227	2.1233	2970	0.0100
0.0105	2.1269	2975	0.0100
0.0112	2.1305	2980	0.0101
0.0107	2.1340	2985	0.0100
0.0105	2.1376	2990	0.0099
0.0129	2.1412	2995	0.0097
0.0098	2.1448	3000	0.0098
0.0161	2.1483	3005	0.0100
0.0129	2.1519	3010	0.0100
0.0131	2.1555	3015	0.0102
0.0212	2.1591	3020	0.0101
0.0076	2.1626	3025	0.0103
0.0079	2.1662	3030	0.0101
0.015	2.1698	3035	0.0101
0.0154	2.1734	3040	0.0105
0.0113	2.1769	3045	0.0103
0.0151	2.1805	3050	0.0102
0.0129	2.1841	3055	0.0099
0.0097	2.1877	3060	0.0099
0.0084	2.1912	3065	0.0100
0.0179	2.1948	3070	0.0102
0.0107	2.1984	3075	0.0100
0.0238	2.2020	3080	0.0100
0.0125	2.2055	3085	0.0101
0.0094	2.2091	3090	0.0101
0.0073	2.2127	3095	0.0101
0.0064	2.2163	3100	0.0100
0.0158	2.2198	3105	0.0100
0.0105	2.2234	3110	0.0100
0.014	2.2270	3115	0.0100
0.0136	2.2306	3120	0.0101
0.0115	2.2341	3125	0.0101
0.0138	2.2377	3130	0.0101
0.0179	2.2413	3135	0.0098
0.0143	2.2449	3140	0.0098
0.0138	2.2484	3145	0.0099
0.0197	2.2520	3150	0.0097
0.0109	2.2556	3155	0.0096
0.0115	2.2592	3160	0.0097
0.0133	2.2627	3165	0.0096
0.0099	2.2663	3170	0.0095
0.0098	2.2699	3175	0.0096
0.0164	2.2735	3180	0.0097
0.0101	2.2770	3185	0.0099
0.0211	2.2806	3190	0.0099
0.0081	2.2842	3195	0.0098
0.0073	2.2878	3200	0.0099
0.0071	2.2913	3205	0.0101
0.0147	2.2949	3210	0.0102
0.0185	2.2985	3215	0.0100
0.0106	2.3021	3220	0.0098
0.0081	2.3056	3225	0.0099
0.0139	2.3092	3230	0.0098
0.0143	2.3128	3235	0.0099
0.0096	2.3164	3240	0.0098
0.0134	2.3199	3245	0.0097
0.0101	2.3235	3250	0.0096
0.0118	2.3271	3255	0.0095
0.0151	2.3307	3260	0.0094
0.0079	2.3342	3265	0.0094
0.0161	2.3378	3270	0.0096
0.0102	2.3414	3275	0.0095
0.0157	2.3450	3280	0.0095
0.0077	2.3485	3285	0.0095
0.0214	2.3521	3290	0.0095
0.0152	2.3557	3295	0.0094
0.0093	2.3592	3300	0.0093
0.0149	2.3628	3305	0.0092
0.0139	2.3664	3310	0.0094
0.0121	2.3700	3315	0.0094
0.0159	2.3735	3320	0.0094
0.0148	2.3771	3325	0.0094
0.0074	2.3807	3330	0.0094
0.0099	2.3843	3335	0.0093
0.0167	2.3878	3340	0.0094
0.0148	2.3914	3345	0.0094
0.0113	2.3950	3350	0.0097
0.014	2.3986	3355	0.0099
0.0142	2.4021	3360	0.0099
0.0123	2.4057	3365	0.0101
0.0119	2.4093	3370	0.0099
0.0116	2.4129	3375	0.0096
0.0089	2.4164	3380	0.0095
0.0179	2.4200	3385	0.0095
0.0131	2.4236	3390	0.0097
0.0134	2.4272	3395	0.0098
0.012	2.4307	3400	0.0097
0.012	2.4343	3405	0.0098
0.0092	2.4379	3410	0.0097
0.0116	2.4415	3415	0.0098
0.017	2.4450	3420	0.0096
0.0105	2.4486	3425	0.0096
0.0155	2.4522	3430	0.0098
0.0126	2.4558	3435	0.0099
0.0097	2.4593	3440	0.0100
0.0106	2.4629	3445	0.0100
0.0156	2.4665	3450	0.0100
0.0114	2.4701	3455	0.0100
0.0111	2.4736	3460	0.0102
0.0123	2.4772	3465	0.0100
0.0097	2.4808	3470	0.0100
0.015	2.4844	3475	0.0100
0.0105	2.4879	3480	0.0101
0.0175	2.4915	3485	0.0100
0.0137	2.4951	3490	0.0100
0.0197	2.4987	3495	0.0102
0.0109	2.5022	3500	0.0103
0.0115	2.5058	3505	0.0101
0.0112	2.5094	3510	0.0101
0.0124	2.5130	3515	0.0102
0.0104	2.5165	3520	0.0104
0.0089	2.5201	3525	0.0103
0.0105	2.5237	3530	0.0102
0.0108	2.5273	3535	0.0100
0.0143	2.5308	3540	0.0097
0.0142	2.5344	3545	0.0097
0.0105	2.5380	3550	0.0098
0.0062	2.5416	3555	0.0098
0.0108	2.5451	3560	0.0099
0.0084	2.5487	3565	0.0098
0.0102	2.5523	3570	0.0098
0.0098	2.5559	3575	0.0097
0.0076	2.5594	3580	0.0098
0.0136	2.5630	3585	0.0098
0.0095	2.5666	3590	0.0098
0.0119	2.5702	3595	0.0099
0.0137	2.5737	3600	0.0098
0.0172	2.5773	3605	0.0098
0.0094	2.5809	3610	0.0099
0.0095	2.5845	3615	0.0099
0.0127	2.5880	3620	0.0098
0.0101	2.5916	3625	0.0098
0.0158	2.5952	3630	0.0099
0.0118	2.5987	3635	0.0098
0.008	2.6023	3640	0.0097
0.0157	2.6059	3645	0.0095
0.0113	2.6095	3650	0.0095
0.0162	2.6130	3655	0.0097
0.014	2.6166	3660	0.0099
0.0192	2.6202	3665	0.0100
0.0173	2.6238	3670	0.0099
0.02	2.6273	3675	0.0099
0.011	2.6309	3680	0.0098
0.0115	2.6345	3685	0.0096
0.0135	2.6381	3690	0.0094
0.0115	2.6416	3695	0.0096
0.008	2.6452	3700	0.0096
0.0146	2.6488	3705	0.0097
0.0086	2.6524	3710	0.0097
0.0095	2.6559	3715	0.0097
0.0096	2.6595	3720	0.0096
0.0101	2.6631	3725	0.0096
0.011	2.6667	3730	0.0097
0.0106	2.6702	3735	0.0098
0.0095	2.6738	3740	0.0097
0.0104	2.6774	3745	0.0098
0.013	2.6810	3750	0.0097
0.0093	2.6845	3755	0.0097
0.0117	2.6881	3760	0.0096
0.0181	2.6917	3765	0.0095
0.0125	2.6953	3770	0.0095
0.0132	2.6988	3775	0.0094
0.0075	2.7024	3780	0.0093
0.0101	2.7060	3785	0.0091
0.0086	2.7096	3790	0.0092
0.0118	2.7131	3795	0.0092
0.0095	2.7167	3800	0.0092
0.0117	2.7203	3805	0.0092
0.0128	2.7239	3810	0.0092
0.0123	2.7274	3815	0.0092
0.0189	2.7310	3820	0.0092
0.0127	2.7346	3825	0.0091
0.0089	2.7382	3830	0.0093
0.0115	2.7417	3835	0.0094
0.0105	2.7453	3840	0.0092
0.0077	2.7489	3845	0.0093
0.0087	2.7525	3850	0.0094
0.009	2.7560	3855	0.0093
0.0243	2.7596	3860	0.0095
0.0105	2.7632	3865	0.0096
0.016	2.7668	3870	0.0094
0.0085	2.7703	3875	0.0094
0.0111	2.7739	3880	0.0094
0.0146	2.7775	3885	0.0095
0.007	2.7811	3890	0.0094
0.0129	2.7846	3895	0.0095
0.0118	2.7882	3900	0.0096
0.0092	2.7918	3905	0.0097
0.0075	2.7954	3910	0.0098
0.0121	2.7989	3915	0.0098
0.0075	2.8025	3920	0.0097
0.0104	2.8061	3925	0.0097
0.0081	2.8097	3930	0.0097
0.0091	2.8132	3935	0.0098
0.013	2.8168	3940	0.0097
0.0109	2.8204	3945	0.0095
0.0151	2.8239	3950	0.0093
0.0083	2.8275	3955	0.0095
0.0151	2.8311	3960	0.0095
0.007	2.8347	3965	0.0095
0.0093	2.8382	3970	0.0093
0.0106	2.8418	3975	0.0092
0.0155	2.8454	3980	0.0093
0.0061	2.8490	3985	0.0092
0.0089	2.8525	3990	0.0092
0.0196	2.8561	3995	0.0092
0.0142	2.8597	4000	0.0092
0.0141	2.8633	4005	0.0092
0.0124	2.8668	4010	0.0093
0.014	2.8704	4015	0.0094
0.0105	2.8740	4020	0.0094
0.0095	2.8776	4025	0.0093
0.0071	2.8811	4030	0.0094
0.0119	2.8847	4035	0.0092
0.013	2.8883	4040	0.0093
0.0164	2.8919	4045	0.0094
0.0081	2.8954	4050	0.0095
0.0107	2.8990	4055	0.0095
0.0103	2.9026	4060	0.0094
0.0134	2.9062	4065	0.0093
0.0169	2.9097	4070	0.0093
0.0156	2.9133	4075	0.0093
0.0131	2.9169	4080	0.0093
0.0206	2.9205	4085	0.0094
0.0113	2.9240	4090	0.0093
0.0142	2.9276	4095	0.0094
0.012	2.9312	4100	0.0093
0.0121	2.9348	4105	0.0093
0.0107	2.9383	4110	0.0094
0.0069	2.9419	4115	0.0093
0.0084	2.9455	4120	0.0093
0.0075	2.9491	4125	0.0094
0.0098	2.9526	4130	0.0093
0.0107	2.9562	4135	0.0093
0.0117	2.9598	4140	0.0093
0.009	2.9634	4145	0.0094
0.0093	2.9669	4150	0.0095
0.0078	2.9705	4155	0.0095
0.0106	2.9741	4160	0.0094
0.0058	2.9777	4165	0.0095
0.0081	2.9812	4170	0.0093
0.0073	2.9848	4175	0.0093
0.0121	2.9884	4180	0.0095
0.0101	2.9920	4185	0.0095
0.0066	2.9955	4190	0.0094
0.0125	2.9991	4195	0.0094
0.0114	3.0027	4200	0.0095
0.0061	3.0063	4205	0.0097
0.0091	3.0098	4210	0.0098
0.0083	3.0134	4215	0.0098
0.0086	3.0170	4220	0.0097
0.0089	3.0206	4225	0.0097
0.0089	3.0241	4230	0.0097
0.008	3.0277	4235	0.0098
0.0092	3.0313	4240	0.0099
0.0068	3.0349	4245	0.0100
0.008	3.0384	4250	0.0100
0.0087	3.0420	4255	0.0099
0.0077	3.0456	4260	0.0098
0.0081	3.0492	4265	0.0097
0.0062	3.0527	4270	0.0096
0.0068	3.0563	4275	0.0096
0.0096	3.0599	4280	0.0094
0.0121	3.0634	4285	0.0095
0.0075	3.0670	4290	0.0094
0.0087	3.0706	4295	0.0093
0.0083	3.0742	4300	0.0094
0.0122	3.0777	4305	0.0094
0.0072	3.0813	4310	0.0092
0.0068	3.0849	4315	0.0092
0.0101	3.0885	4320	0.0095
0.0091	3.0920	4325	0.0094
0.0065	3.0956	4330	0.0094
0.0123	3.0992	4335	0.0094
0.0112	3.1028	4340	0.0092
0.0106	3.1063	4345	0.0092
0.0055	3.1099	4350	0.0095
0.0154	3.1135	4355	0.0095
0.0058	3.1171	4360	0.0094
0.0087	3.1206	4365	0.0091
0.0083	3.1242	4370	0.0094
0.0066	3.1278	4375	0.0092
0.0058	3.1314	4380	0.0092
0.0055	3.1349	4385	0.0091
0.0055	3.1385	4390	0.0091
0.0065	3.1421	4395	0.0091
0.0097	3.1457	4400	0.0092
0.0081	3.1492	4405	0.0092
0.008	3.1528	4410	0.0092
0.0076	3.1564	4415	0.0093
0.0055	3.1600	4420	0.0094
0.0073	3.1635	4425	0.0092
0.0092	3.1671	4430	0.0093
0.0072	3.1707	4435	0.0093
0.0153	3.1743	4440	0.0094
0.0086	3.1778	4445	0.0091
0.0114	3.1814	4450	0.0090
0.0052	3.1850	4455	0.0088
0.0105	3.1886	4460	0.0089
0.0108	3.1921	4465	0.0087
0.0144	3.1957	4470	0.0087
0.0077	3.1993	4475	0.0091
0.0064	3.2029	4480	0.0093
0.008	3.2064	4485	0.0092
0.0051	3.2100	4490	0.0090
0.008	3.2136	4495	0.0089
0.0055	3.2172	4500	0.0090
0.0049	3.2207	4505	0.0091
0.0063	3.2243	4510	0.0090
0.0132	3.2279	4515	0.0090
0.0063	3.2315	4520	0.0091
0.0058	3.2350	4525	0.0091
0.0085	3.2386	4530	0.0091
0.0093	3.2422	4535	0.0091
0.006	3.2458	4540	0.0090
0.0055	3.2493	4545	0.0089
0.0075	3.2529	4550	0.0089
0.0074	3.2565	4555	0.0088
0.0061	3.2601	4560	0.0088
0.0054	3.2636	4565	0.0087
0.0046	3.2672	4570	0.0087
0.012	3.2708	4575	0.0087
0.0051	3.2744	4580	0.0088
0.0098	3.2779	4585	0.0089
0.0083	3.2815	4590	0.0089
0.0125	3.2851	4595	0.0088
0.0093	3.2887	4600	0.0085
0.0097	3.2922	4605	0.0084
0.0074	3.2958	4610	0.0084
0.0114	3.2994	4615	0.0084
0.005	3.3029	4620	0.0085
0.0056	3.3065	4625	0.0085
0.0088	3.3101	4630	0.0086
0.0062	3.3137	4635	0.0087
0.0076	3.3172	4640	0.0087
0.0091	3.3208	4645	0.0087
0.0123	3.3244	4650	0.0086
0.0063	3.3280	4655	0.0086
0.0057	3.3315	4660	0.0085
0.0067	3.3351	4665	0.0086
0.0063	3.3387	4670	0.0086
0.0083	3.3423	4675	0.0086
0.0086	3.3458	4680	0.0086
0.0092	3.3494	4685	0.0086
0.0057	3.3530	4690	0.0085
0.0089	3.3566	4695	0.0086
0.0062	3.3601	4700	0.0086
0.0067	3.3637	4705	0.0086
0.0058	3.3673	4710	0.0087
0.0055	3.3709	4715	0.0086
0.0072	3.3744	4720	0.0087
0.0064	3.3780	4725	0.0086
0.0058	3.3816	4730	0.0085
0.0095	3.3852	4735	0.0084
0.0066	3.3887	4740	0.0084
0.0117	3.3923	4745	0.0084
0.0079	3.3959	4750	0.0083
0.006	3.3995	4755	0.0082
0.0069	3.4030	4760	0.0082
0.0052	3.4066	4765	0.0083
0.0092	3.4102	4770	0.0084
0.005	3.4138	4775	0.0084
0.016	3.4173	4780	0.0084
0.0086	3.4209	4785	0.0083
0.0063	3.4245	4790	0.0082
0.0117	3.4281	4795	0.0083
0.0084	3.4316	4800	0.0083
0.0118	3.4352	4805	0.0083
0.0099	3.4388	4810	0.0084
0.0102	3.4424	4815	0.0083
0.0075	3.4459	4820	0.0084
0.0072	3.4495	4825	0.0083
0.0077	3.4531	4830	0.0081
0.0079	3.4567	4835	0.0081
0.0053	3.4602	4840	0.0082
0.0083	3.4638	4845	0.0081
0.006	3.4674	4850	0.0081
0.01	3.4710	4855	0.0081
0.0062	3.4745	4860	0.0082
0.0058	3.4781	4865	0.0082
0.007	3.4817	4870	0.0080
0.0124	3.4853	4875	0.0080
0.0068	3.4888	4880	0.0082
0.0045	3.4924	4885	0.0082
0.0088	3.4960	4890	0.0083
0.0042	3.4996	4895	0.0084
0.0046	3.5031	4900	0.0082
0.0085	3.5067	4905	0.0082
0.0109	3.5103	4910	0.0082
0.0049	3.5139	4915	0.0084
0.0064	3.5174	4920	0.0084
0.0048	3.5210	4925	0.0083
0.007	3.5246	4930	0.0082
0.0059	3.5282	4935	0.0083
0.0052	3.5317	4940	0.0085
0.0105	3.5353	4945	0.0085
0.0079	3.5389	4950	0.0083
0.0089	3.5424	4955	0.0083
0.0055	3.5460	4960	0.0084
0.0089	3.5496	4965	0.0084
0.0052	3.5532	4970	0.0084
0.0073	3.5567	4975	0.0084
0.0059	3.5603	4980	0.0082
0.0053	3.5639	4985	0.0080
0.0061	3.5675	4990	0.0080
0.0057	3.5710	4995	0.0081
0.0108	3.5746	5000	0.0082
0.0128	3.5782	5005	0.0083
0.0059	3.5818	5010	0.0083
0.0072	3.5853	5015	0.0082
0.0058	3.5889	5020	0.0082
0.0086	3.5925	5025	0.0081
0.0081	3.5961	5030	0.0081
0.0123	3.5996	5035	0.0081
0.0065	3.6032	5040	0.0081
0.0097	3.6068	5045	0.0080
0.0086	3.6104	5050	0.0079
0.0065	3.6139	5055	0.0079
0.0067	3.6175	5060	0.0079
0.005	3.6211	5065	0.0079
0.0047	3.6247	5070	0.0079
0.0139	3.6282	5075	0.0079
0.0065	3.6318	5080	0.0079
0.0062	3.6354	5085	0.0079
0.0073	3.6390	5090	0.0080
0.0067	3.6425	5095	0.0081
0.0053	3.6461	5100	0.0081
0.0057	3.6497	5105	0.0080
0.0063	3.6533	5110	0.0080
0.0108	3.6568	5115	0.0081
0.0116	3.6604	5120	0.0079
0.0047	3.6640	5125	0.0079
0.0051	3.6676	5130	0.0079
0.0067	3.6711	5135	0.0078
0.005	3.6747	5140	0.0078
0.0065	3.6783	5145	0.0079
0.0085	3.6819	5150	0.0078
0.0044	3.6854	5155	0.0077
0.0095	3.6890	5160	0.0077
0.0048	3.6926	5165	0.0078
0.0045	3.6962	5170	0.0078
0.0103	3.6997	5175	0.0078
0.0061	3.7033	5180	0.0078
0.0071	3.7069	5185	0.0078
0.0054	3.7105	5190	0.0078
0.0056	3.7140	5195	0.0078
0.0087	3.7176	5200	0.0077
0.0069	3.7212	5205	0.0077
0.0105	3.7248	5210	0.0076
0.0077	3.7283	5215	0.0076
0.0047	3.7319	5220	0.0076
0.0058	3.7355	5225	0.0076
0.0068	3.7391	5230	0.0076
0.0082	3.7426	5235	0.0077
0.0046	3.7462	5240	0.0077
0.0051	3.7498	5245	0.0077
0.0058	3.7534	5250	0.0077
0.0087	3.7569	5255	0.0078
0.0092	3.7605	5260	0.0078
0.0055	3.7641	5265	0.0077
0.0042	3.7676	5270	0.0076
0.0048	3.7712	5275	0.0077
0.0091	3.7748	5280	0.0074
0.0039	3.7784	5285	0.0073
0.0069	3.7819	5290	0.0073
0.0075	3.7855	5295	0.0073
0.0065	3.7891	5300	0.0073
0.0066	3.7927	5305	0.0074
0.0059	3.7962	5310	0.0074
0.0083	3.7998	5315	0.0074
0.0066	3.8034	5320	0.0076
0.0061	3.8070	5325	0.0075
0.0069	3.8105	5330	0.0074
0.0079	3.8141	5335	0.0075
0.0074	3.8177	5340	0.0074
0.0063	3.8213	5345	0.0073
0.0044	3.8248	5350	0.0073
0.0051	3.8284	5355	0.0073
0.0076	3.8320	5360	0.0073
0.0041	3.8356	5365	0.0073
0.0101	3.8391	5370	0.0072
0.0059	3.8427	5375	0.0073
0.0068	3.8463	5380	0.0073
0.0042	3.8499	5385	0.0073
0.0089	3.8534	5390	0.0074
0.0066	3.8570	5395	0.0074
0.0049	3.8606	5400	0.0074
0.0069	3.8642	5405	0.0074
0.0096	3.8677	5410	0.0074
0.0076	3.8713	5415	0.0073
0.0077	3.8749	5420	0.0070
0.0102	3.8785	5425	0.0069
0.0062	3.8820	5430	0.0069
0.0067	3.8856	5435	0.0069
0.0062	3.8892	5440	0.0069
0.0061	3.8928	5445	0.0070
0.0049	3.8963	5450	0.0070
0.0073	3.8999	5455	0.0071
0.0039	3.9035	5460	0.0072
0.0075	3.9071	5465	0.0072
0.0066	3.9106	5470	0.0072
0.0044	3.9142	5475	0.0071
0.0064	3.9178	5480	0.0071
0.0088	3.9214	5485	0.0070
0.0043	3.9249	5490	0.0070
0.0095	3.9285	5495	0.0070
0.0037	3.9321	5500	0.0070
0.0077	3.9357	5505	0.0071
0.0066	3.9392	5510	0.0070
0.0046	3.9428	5515	0.0071
0.0064	3.9464	5520	0.0071
0.0073	3.9500	5525	0.0070
0.0109	3.9535	5530	0.0069
0.0046	3.9571	5535	0.0069
0.0141	3.9607	5540	0.0070
0.0054	3.9643	5545	0.0070
0.0046	3.9678	5550	0.0070
0.0063	3.9714	5555	0.0070
0.0074	3.9750	5560	0.0070
0.0108	3.9786	5565	0.0070
0.0087	3.9821	5570	0.0070
0.004	3.9857	5575	0.0069
0.0037	3.9893	5580	0.0070
0.0061	3.9929	5585	0.0070
0.0071	3.9964	5590	0.0070
0.0084	4.0	5595	0.0070
0.005	4.0036	5600	0.0071
0.0026	4.0071	5605	0.0073
0.0037	4.0107	5610	0.0076
0.0045	4.0143	5615	0.0077
0.0039	4.0179	5620	0.0076
0.004	4.0214	5625	0.0072
0.0059	4.0250	5630	0.0071
0.0033	4.0286	5635	0.0071
0.003	4.0322	5640	0.0072
0.0026	4.0357	5645	0.0072
0.0024	4.0393	5650	0.0072
0.004	4.0429	5655	0.0073
0.0022	4.0465	5660	0.0073
0.0051	4.0500	5665	0.0072
0.0027	4.0536	5670	0.0072
0.003	4.0572	5675	0.0072
0.0044	4.0608	5680	0.0071
0.0049	4.0643	5685	0.0072
0.0046	4.0679	5690	0.0072
0.0052	4.0715	5695	0.0072
0.0028	4.0751	5700	0.0072
0.0084	4.0786	5705	0.0073
0.0033	4.0822	5710	0.0073
0.0035	4.0858	5715	0.0072
0.0028	4.0894	5720	0.0072
0.0031	4.0929	5725	0.0072
0.0053	4.0965	5730	0.0072
0.0045	4.1001	5735	0.0073
0.0046	4.1037	5740	0.0073
0.0021	4.1072	5745	0.0074
0.0025	4.1108	5750	0.0074
0.0028	4.1144	5755	0.0075
0.0048	4.1180	5760	0.0074
0.0025	4.1215	5765	0.0074
0.0029	4.1251	5770	0.0073
0.0026	4.1287	5775	0.0073
0.0052	4.1323	5780	0.0072
0.0023	4.1358	5785	0.0073
0.0041	4.1394	5790	0.0073
0.0037	4.1430	5795	0.0073
0.0043	4.1466	5800	0.0074
0.0045	4.1501	5805	0.0073
0.0022	4.1537	5810	0.0073
0.003	4.1573	5815	0.0073
0.0033	4.1609	5820	0.0073
0.0037	4.1644	5825	0.0073
0.0056	4.1680	5830	0.0074
0.0031	4.1716	5835	0.0074
0.004	4.1752	5840	0.0074
0.0061	4.1787	5845	0.0074
0.0041	4.1823	5850	0.0074
0.002	4.1859	5855	0.0073
0.0055	4.1895	5860	0.0074
0.004	4.1930	5865	0.0073
0.0043	4.1966	5870	0.0072
0.0065	4.2002	5875	0.0072
0.0019	4.2038	5880	0.0073
0.0031	4.2073	5885	0.0073
0.0043	4.2109	5890	0.0073
0.0021	4.2145	5895	0.0073
0.0041	4.2181	5900	0.0074
0.0025	4.2216	5905	0.0075
0.0057	4.2252	5910	0.0074
0.0038	4.2288	5915	0.0073
0.0017	4.2324	5920	0.0074
0.0034	4.2359	5925	0.0073
0.0047	4.2395	5930	0.0074
0.0024	4.2431	5935	0.0074
0.0033	4.2466	5940	0.0073
0.0035	4.2502	5945	0.0074
0.0022	4.2538	5950	0.0074
0.0034	4.2574	5955	0.0074
0.0034	4.2609	5960	0.0074
0.004	4.2645	5965	0.0074
0.0037	4.2681	5970	0.0073
0.0035	4.2717	5975	0.0073
0.0044	4.2752	5980	0.0073
0.0034	4.2788	5985	0.0074
0.0024	4.2824	5990	0.0074
0.0023	4.2860	5995	0.0075
0.0045	4.2895	6000	0.0075
0.0044	4.2931	6005	0.0075
0.0043	4.2967	6010	0.0074
0.0032	4.3003	6015	0.0074
0.0028	4.3038	6020	0.0073
0.0033	4.3074	6025	0.0073
0.002	4.3110	6030	0.0073
0.0048	4.3146	6035	0.0072
0.0026	4.3181	6040	0.0073
0.0027	4.3217	6045	0.0072
0.0034	4.3253	6050	0.0073
0.004	4.3289	6055	0.0072
0.0021	4.3324	6060	0.0072
0.0035	4.3360	6065	0.0072
0.0028	4.3396	6070	0.0072
0.0039	4.3432	6075	0.0072
0.0032	4.3467	6080	0.0072
0.0036	4.3503	6085	0.0072
0.0043	4.3539	6090	0.0072
0.0025	4.3575	6095	0.0072
0.003	4.3610	6100	0.0072
0.0024	4.3646	6105	0.0072
0.0047	4.3682	6110	0.0072
0.0026	4.3718	6115	0.0072
0.0057	4.3753	6120	0.0072
0.0024	4.3789	6125	0.0072
0.0036	4.3825	6130	0.0072
0.0036	4.3861	6135	0.0072
0.0029	4.3896	6140	0.0072
0.0031	4.3932	6145	0.0072
0.0019	4.3968	6150	0.0073
0.0029	4.4004	6155	0.0072
0.0033	4.4039	6160	0.0072
0.0039	4.4075	6165	0.0072
0.0019	4.4111	6170	0.0072
0.0018	4.4147	6175	0.0072
0.0047	4.4182	6180	0.0072
0.0024	4.4218	6185	0.0072
0.0018	4.4254	6190	0.0071
0.0047	4.4290	6195	0.0072
0.0018	4.4325	6200	0.0071
0.0022	4.4361	6205	0.0071
0.0057	4.4397	6210	0.0071
0.0026	4.4433	6215	0.0070
0.0034	4.4468	6220	0.0070
0.0031	4.4504	6225	0.0071
0.003	4.4540	6230	0.0071
0.0023	4.4576	6235	0.0071
0.0045	4.4611	6240	0.0071
0.0048	4.4647	6245	0.0071
0.0037	4.4683	6250	0.0071
0.0061	4.4718	6255	0.0071
0.0041	4.4754	6260	0.0071
0.0044	4.4790	6265	0.0071
0.0032	4.4826	6270	0.0071
0.0039	4.4861	6275	0.0071
0.0061	4.4897	6280	0.0070
0.0022	4.4933	6285	0.0071
0.0045	4.4969	6290	0.0071
0.0022	4.5004	6295	0.0071
0.0029	4.5040	6300	0.0071
0.0027	4.5076	6305	0.0071
0.0018	4.5112	6310	0.0071
0.0025	4.5147	6315	0.0071
0.0028	4.5183	6320	0.0071
0.0035	4.5219	6325	0.0072
0.0039	4.5255	6330	0.0071
0.0029	4.5290	6335	0.0071
0.0017	4.5326	6340	0.0071
0.0047	4.5362	6345	0.0071
0.0027	4.5398	6350	0.0072
0.0038	4.5433	6355	0.0072
0.003	4.5469	6360	0.0072
0.0025	4.5505	6365	0.0072
0.0038	4.5541	6370	0.0071
0.0023	4.5576	6375	0.0071
0.0034	4.5612	6380	0.0071
0.0046	4.5648	6385	0.0071
0.0047	4.5684	6390	0.0071
0.0057	4.5719	6395	0.0071
0.0028	4.5755	6400	0.0071
0.0023	4.5791	6405	0.0071
0.004	4.5827	6410	0.0071
0.0043	4.5862	6415	0.0071
0.0026	4.5898	6420	0.0071
0.0022	4.5934	6425	0.0072
0.0045	4.5970	6430	0.0071
0.0021	4.6005	6435	0.0072
0.0048	4.6041	6440	0.0072
0.0035	4.6077	6445	0.0072
0.004	4.6113	6450	0.0072
0.0022	4.6148	6455	0.0072
0.0014	4.6184	6460	0.0072
0.002	4.6220	6465	0.0072
0.0086	4.6256	6470	0.0072
0.0035	4.6291	6475	0.0072
0.0036	4.6327	6480	0.0072
0.0051	4.6363	6485	0.0072
0.0034	4.6399	6490	0.0071
0.0025	4.6434	6495	0.0072
0.002	4.6470	6500	0.0072
0.0037	4.6506	6505	0.0072
0.0019	4.6542	6510	0.0072
0.0066	4.6577	6515	0.0072
0.0031	4.6613	6520	0.0072
0.0036	4.6649	6525	0.0072
0.0046	4.6685	6530	0.0072
0.0045	4.6720	6535	0.0072
0.0023	4.6756	6540	0.0071
0.0037	4.6792	6545	0.0072
0.003	4.6828	6550	0.0072
0.004	4.6863	6555	0.0071
0.0045	4.6899	6560	0.0071
0.0028	4.6935	6565	0.0071
0.0038	4.6971	6570	0.0072
0.002	4.7006	6575	0.0071
0.004	4.7042	6580	0.0071
0.0026	4.7078	6585	0.0071
0.0021	4.7113	6590	0.0071
0.0028	4.7149	6595	0.0071
0.0018	4.7185	6600	0.0071
0.0018	4.7221	6605	0.0071
0.0051	4.7256	6610	0.0071
0.0043	4.7292	6615	0.0071
0.0045	4.7328	6620	0.0071
0.0029	4.7364	6625	0.0071
0.0038	4.7399	6630	0.0071
0.0035	4.7435	6635	0.0071
0.0019	4.7471	6640	0.0071
0.0028	4.7507	6645	0.0071
0.0017	4.7542	6650	0.0071
0.0047	4.7578	6655	0.0071
0.0031	4.7614	6660	0.0071
0.0024	4.7650	6665	0.0071
0.0041	4.7685	6670	0.0071
0.0036	4.7721	6675	0.0071
0.0046	4.7757	6680	0.0071
0.0027	4.7793	6685	0.0071
0.003	4.7828	6690	0.0071
0.0044	4.7864	6695	0.0071
0.0031	4.7900	6700	0.0071
0.0031	4.7936	6705	0.0071
0.0036	4.7971	6710	0.0071
0.0013	4.8007	6715	0.0071
0.0039	4.8043	6720	0.0071
0.0041	4.8079	6725	0.0071
0.0025	4.8114	6730	0.0071
0.0034	4.8150	6735	0.0071
0.0046	4.8186	6740	0.0071
0.0036	4.8222	6745	0.0071
0.0034	4.8257	6750	0.0071
0.0034	4.8293	6755	0.0071
0.0023	4.8329	6760	0.0071
0.0017	4.8365	6765	0.0071
0.0025	4.8400	6770	0.0071
0.0028	4.8436	6775	0.0071
0.0021	4.8472	6780	0.0071
0.0025	4.8508	6785	0.0071
0.0019	4.8543	6790	0.0071
0.0049	4.8579	6795	0.0071
0.0033	4.8615	6800	0.0071
0.0027	4.8651	6805	0.0071
0.0023	4.8686	6810	0.0071
0.0039	4.8722	6815	0.0071
0.0034	4.8758	6820	0.0071
0.0025	4.8794	6825	0.0071
0.0043	4.8829	6830	0.0071
0.0024	4.8865	6835	0.0071
0.0025	4.8901	6840	0.0071
0.0035	4.8937	6845	0.0071
0.0036	4.8972	6850	0.0071
0.006	4.9008	6855	0.0071
0.0033	4.9044	6860	0.0071
0.0037	4.9080	6865	0.0071
0.0043	4.9115	6870	0.0071
0.003	4.9151	6875	0.0071
0.0023	4.9187	6880	0.0071
0.0047	4.9223	6885	0.0071
0.003	4.9258	6890	0.0071
0.0043	4.9294	6895	0.0071
0.0036	4.9330	6900	0.0071
0.0035	4.9366	6905	0.0071
0.0032	4.9401	6910	0.0071
0.0038	4.9437	6915	0.0071
0.0043	4.9473	6920	0.0071
0.0036	4.9508	6925	0.0071
0.0022	4.9544	6930	0.0071
0.0022	4.9580	6935	0.0071
0.0022	4.9616	6940	0.0071
0.0035	4.9651	6945	0.0071
0.0035	4.9687	6950	0.0071
0.0046	4.9723	6955	0.0071
0.0025	4.9759	6960	0.0071
0.0038	4.9794	6965	0.0071
0.0031	4.9830	6970	0.0071
0.0036	4.9866	6975	0.0071
0.0051	4.9902	6980	0.0071
0.0025	4.9937	6985	0.0071
0.0031	4.9973	6990	0.0071

Framework versions

• PEFT 0.12.0
• Transformers 4.46.1
• Pytorch 2.4.0+cu121
• Datasets 3.1.0
• Tokenizers 0.20.3