Datasets:

science-of-finetuning
/

diffing-stats-Meta-Llama-3.1-8B-L16-k222-lr1e-04-local-shuffling-Crosscoder

Split (1)

train · 131k rows

Unnamed: 0 int64 0 131k	dec_base_norm float64 0.17 2.28	dec_instruct_norm float64 0.25 2.16	dec_norm_diff float64 0.06 0.94	tag stringclasses 4 values	enc_base_norm float64 0.23 1.97	enc_instruct_norm float64 0.18 1.94	enc_norm_diff float64 0.23 0.87	dec_cos_sim float64 -0.92 1	enc_cos_sim float64 -0.9 0.99	beta_reconstruction_base float64 -9.51 59.4 ⌀	beta_reconstruction_chat float64 -6.03 76.1 ⌀	beta_ratio_reconstruction float64 -265.75 1.3k ⌀	beta_activation_base float64 -9.6 24.8 ⌀	beta_activation_chat float64 -7.6 26.3 ⌀	beta_activation_ratio float64 -209.84 1.3k ⌀	beta_activation_no_bias_base float64 -9.95 24.7 ⌀	beta_activation_no_bias_chat float64 -6.02 26.6 ⌀	beta_activation_no_bias_ratio float64 -303.98 29.9k ⌀	beta_error_base float64 -8.03 14.4 ⌀	beta_error_chat float64 -9.82 13.9 ⌀	beta_ratio_error float64 -3.39 12 ⌀
2,000	1.035607	0.949265	0.541687	Shared	1.238645	1.213928	0.509977	0.806861	0.922624	1.781962	1.856324	0.959941	2.203533	2.338039	0.942471	2.186258	2.35816	0.927103	null	null	null
2,001	1.020945	1.004574	0.508017	Shared	1.136495	1.136088	0.500179	0.908118	0.961145	1.40461	1.445841	0.971483	1.195749	1.183309	1.010513	1.265195	1.254645	1.008409	null	null	null
2,002	1.094988	1.051113	0.520035	Shared	1.160089	1.148161	0.505141	0.897346	0.94986	null	null	null	null	null	null	null	null	null	null	null	null
2,003	1.120812	1.103737	0.507617	Shared	1.189891	1.208254	0.492401	0.911826	0.942858	1.350504	1.451589	0.930363	0.996666	1.125501	0.885531	0.994927	1.133176	0.877999	null	null	null
2,004	1.195711	0.829584	0.6531	Other	1.23832	1.228899	0.503804	0.330268	0.82792	0.424876	0.944834	0.449683	0.469302	1.200531	0.390912	0.478704	1.192859	0.401308	null	null	null
2,005	1.026597	1.006712	0.509685	Shared	1.138793	1.130599	0.503597	0.895429	0.951466	1.47886	1.59083	0.929615	1.343197	1.413387	0.950339	1.390374	1.471668	0.944761	null	null	null
2,006	0.941461	0.971561	0.484509	Shared	0.668306	0.668948	0.49952	0.933033	0.552622	2.028127	2.233925	0.907876	1.998093	2.176116	0.918192	2.042334	2.21428	0.922347	null	null	null
2,007	0.95066	0.758576	0.601027	Other	1.320568	1.414761	0.466711	0.462525	0.571139	1.009539	1.316955	0.76657	1.066829	1.37601	0.775306	1.104655	1.422795	0.776398	null	null	null
2,008	0.985263	0.980428	0.502454	Shared	1.063314	1.057083	0.50293	0.950403	0.950018	1.474955	1.453205	1.014968	1.444105	1.459534	0.989429	1.278345	1.312208	0.974194	null	null	null
2,009	1.311061	1.037846	0.604196	Other	1.299208	1.2652	0.513088	0.394491	0.781524	1.509041	1.942114	0.777009	1.455184	1.715245	0.848383	1.448907	1.711893	0.846377	null	null	null
2,010	0.861226	0.791222	0.540642	Shared	1.176324	1.167119	0.503913	0.931867	0.866756	2.82826	2.742637	1.031219	3.01984	2.920631	1.033968	2.993553	2.902691	1.031303	null	null	null
2,011	0.814483	0.752719	0.537917	Shared	0.633344	0.598269	0.527691	0.954588	0.547701	3.574309	3.355437	1.065229	3.602167	3.377861	1.066405	3.584678	3.407872	1.051882	null	null	null
2,012	1.013155	1.009721	0.501694	Shared	1.073582	1.081837	0.496185	0.89081	0.969644	null	null	null	null	null	null	null	null	null	null	null	null
2,013	0.998997	0.995569	0.501716	Shared	1.095955	1.092999	0.501349	0.934833	0.950667	null	null	null	null	null	null	null	null	null	null	null	null
2,014	1.039031	1.019681	0.509311	Shared	1.156057	1.17278	0.49287	0.883228	0.939566	1.632152	1.733374	0.941604	1.768105	1.960515	0.901857	1.797911	1.995111	0.901158	null	null	null
2,015	1.012266	1.016791	0.497775	Shared	1.059518	1.060869	0.499363	0.945947	0.969288	1.413939	1.498812	0.943373	0.92502	1.155627	0.800448	0.886499	1.127695	0.786117	null	null	null
2,016	0.868464	1.167177	0.372036	Other	0.547012	0.630666	0.433678	0.716363	0.080626	2.101373	2.759054	0.761628	2.148504	2.808671	0.764954	2.175691	2.762361	0.78762	0.580161	1.049626	0.552731
2,017	1.018418	1.065461	0.477924	Shared	0.741939	0.759562	0.488399	0.971858	0.672617	3.292435	3.315955	0.992907	3.303414	3.331569	0.991549	3.277882	3.303082	0.992371	null	null	null
2,018	1.04843	1.036491	0.505694	Shared	1.151684	1.146405	0.502292	0.908817	0.953538	1.602085	1.661552	0.96421	1.50484	1.650677	0.91165	1.558278	1.740531	0.895289	null	null	null
2,019	1.494787	1.46658	0.509435	Shared	0.960227	0.953396	0.503557	0.846915	0.62216	1.704688	1.834918	0.929027	1.657009	1.75287	0.945312	1.678868	1.789547	0.938152	null	null	null
2,020	1.031376	1.028608	0.501342	Shared	1.078548	1.074721	0.501774	0.926456	0.965662	2.220624	2.243629	0.989747	3.767735	4.298415	0.87654	3.834408	4.360125	0.879426	null	null	null
2,021	1.069288	0.976824	0.543237	Shared	1.281565	1.241857	0.515492	0.872299	0.915429	1.254147	1.28411	0.976667	0.871021	0.821621	1.060125	0.906721	0.853666	1.062149	null	null	null
2,022	1.274556	1.221647	0.520756	Shared	1.026206	1.012229	0.50681	0.991579	0.807291	1.543402	1.483238	1.040562	1.553913	1.476785	1.052227	1.56399	1.483941	1.053943	null	null	null
2,023	1.067366	0.972654	0.544367	Shared	0.714084	0.680042	0.523836	0.958673	0.615459	1.844481	1.829864	1.007988	1.748328	1.752542	0.997596	1.844488	1.827575	1.009255	null	null	null
2,024	1.027021	1.008649	0.508944	Shared	1.119211	1.116467	0.501226	0.91122	0.955198	1.317224	1.374573	0.958278	1.023944	1.055062	0.970507	1.10926	1.104388	1.004412	null	null	null
2,025	0.888341	0.897873	0.494692	Shared	0.578118	0.595509	0.485398	0.988851	0.546817	2.00148	2.05297	0.974919	2.022916	2.053408	0.98515	2.008169	2.0522	0.978545	null	null	null
2,026	0.984253	0.988833	0.497684	Shared	1.042012	1.044815	0.498659	0.949757	0.962185	null	null	null	null	null	null	null	null	null	null	null	null
2,027	0.929527	0.92161	0.504258	Shared	0.701937	0.697707	0.503013	0.972755	0.615043	3.141642	3.150436	0.997209	3.104232	3.121258	0.994545	3.104011	3.100924	1.000995	null	null	null
2,028	0.964997	0.977517	0.493596	Shared	0.594587	0.586906	0.506459	0.980288	0.536974	2.558884	2.488093	1.028452	2.551873	2.468809	1.033645	2.440779	2.402634	1.015876	null	null	null
2,029	1.054363	1.056039	0.499206	Shared	1.145298	1.139277	0.502629	0.920748	0.947672	1.459859	1.526876	0.956109	1.195305	1.211548	0.986593	1.120455	1.148907	0.975236	null	null	null
2,030	1.057901	1.035865	0.510415	Shared	1.19831	1.198935	0.499739	0.88528	0.941797	1.275581	1.343918	0.949151	0.82063	0.836631	0.980875	0.905495	0.898727	1.007531	null	null	null
2,031	0.839572	0.811886	0.516488	Shared	1.262698	1.254415	0.50328	0.901652	0.880012	1.773036	1.79561	0.987428	1.694913	1.68443	1.006224	1.692892	1.665518	1.016436	null	null	null
2,032	1.028108	1.03142	0.498394	Shared	1.114098	1.107987	0.502742	0.929714	0.965561	3.925626	3.975865	0.987364	3.665488	3.89454	0.941186	4.69307	4.839052	0.969833	null	null	null
2,033	1.035973	1.035731	0.500117	Shared	1.112123	1.106115	0.502701	0.918986	0.936077	3.210005	3.199382	1.00332	3.953006	3.899359	1.013758	3.514228	3.649551	0.962921	null	null	null
2,034	1.018112	0.999296	0.50924	Shared	0.592823	0.591299	0.501285	0.981416	0.599563	2.130912	2.124833	1.002861	2.137045	2.090497	1.022267	2.07137	2.052949	1.008973	1.006028	0.965664	1.041799
2,035	1.104302	1.072188	0.51454	Shared	0.956102	0.943226	0.506734	0.962832	0.797391	2.546398	2.513433	1.013116	2.512319	2.465863	1.01884	2.480232	2.434607	1.01874	null	null	null
2,036	1.041055	1.031178	0.504744	Shared	1.065887	1.072174	0.497068	0.95671	0.978745	null	null	null	null	null	null	null	null	null	null	null	null
2,037	0.902105	0.955403	0.472107	Shared	0.566517	0.616406	0.459533	0.982501	0.454929	2.336622	2.395062	0.9756	2.321876	2.382374	0.974606	2.230041	2.290419	0.973639	null	null	null
2,038	1.174914	1.102211	0.53094	Shared	1.176861	1.174179	0.501139	0.375988	0.705862	1.142741	2.114479	0.540436	1.149373	2.138932	0.537358	1.110498	2.089676	0.531421	null	null	null
2,039	1.043723	1.032314	0.505466	Shared	1.126575	1.116021	0.504684	0.942865	0.964233	null	null	null	null	null	null	null	null	null	null	null	null
2,040	0.895137	0.762638	0.574011	Shared	1.325016	1.319454	0.502099	0.628011	0.718899	1.311815	1.53098	0.856847	1.611358	1.927129	0.836144	1.613363	1.929653	0.83609	null	null	null
2,041	1.284979	1.182362	0.539929	Shared	0.881797	0.756449	0.571075	0.646688	0.452473	1.637579	2.015205	0.812612	1.563987	1.904048	0.821401	1.557817	1.887755	0.825222	null	null	null
2,042	0.990492	1.001157	0.494674	Shared	1.053439	1.058263	0.497721	0.945143	0.965553	1.424753	1.552135	0.917932	1.111348	1.449535	0.766693	1.150291	1.516271	0.758631	null	null	null
2,043	1.071001	0.9011	0.579319	Shared	1.357333	1.285561	0.526438	0.751682	0.829155	1.254366	1.442958	0.869302	1.267905	1.363415	0.929948	1.364452	1.443112	0.945493	null	null	null
2,044	1.057532	1.044562	0.506132	Shared	1.14372	1.147944	0.49816	0.884043	0.939377	1.232862	1.326891	0.929136	1.110833	1.20526	0.921654	1.132805	1.232432	0.919162	null	null	null
2,045	1.029441	1.03748	0.496126	Shared	1.14318	1.140221	0.501294	0.922071	0.956855	1.712274	1.727582	0.991139	2.910998	2.879209	1.011041	3.070868	3.01402	1.018861	null	null	null
2,046	1.079997	1.052131	0.512901	Shared	1.204589	1.199288	0.5022	0.894854	0.942647	1.317134	1.377481	0.95619	1.127587	1.1407	0.988505	1.130352	1.126744	1.003202	null	null	null
2,047	0.99131	1.084466	0.45705	Shared	1.241378	1.249851	0.49661	0.378291	0.803764	0.512218	1.270423	0.403187	0.580192	1.511395	0.383878	0.595945	1.535994	0.387986	null	null	null
2,048	0.83586	0.770705	0.538975	Shared	1.312244	1.294318	0.50683	0.940196	0.930256	2.050182	1.934894	1.059583	1.780239	1.644452	1.082573	1.699241	1.557375	1.091092	null	null	null
2,049	1.0118	1.020994	0.495498	Shared	1.133743	1.111013	0.510024	0.930651	0.938754	1.418357	1.536564	0.923071	0.968308	1.043646	0.927813	1.050806	1.103711	0.952066	null	null	null
2,050	1.009271	1.088298	0.463693	Shared	1.348767	1.39658	0.482882	0.717697	0.816648	1.184999	1.603457	0.739027	1.069135	1.38051	0.774449	1.080968	1.38746	0.779099	null	null	null
2,051	1.017173	1.022403	0.497442	Shared	1.130171	1.137156	0.496929	0.932323	0.953951	1.594985	1.795558	0.888295	1.001859	1.055574	0.949113	1.15258	1.185615	0.972137	null	null	null
2,052	0.970171	0.952066	0.509331	Shared	1.142215	1.139724	0.50109	0.91872	0.960941	3.930158	3.817756	1.029442	4.826567	4.886078	0.98782	4.766576	4.810246	0.990921	null	null	null
2,053	0.989593	0.994952	0.497307	Shared	1.072884	1.077353	0.497926	0.94566	0.968447	2.312353	2.26564	1.020618	2.259983	2.286138	0.988559	2.344177	2.38504	0.982867	null	null	null
2,054	1.069647	0.990072	0.537197	Shared	1.243864	1.179572	0.525844	0.429726	0.616037	1.331337	1.976148	0.673703	1.210431	1.682439	0.71945	1.268053	1.792109	0.707576	null	null	null
2,055	0.879465	0.828426	0.529017	Shared	0.809673	0.728665	0.550026	0.964545	0.701198	2.831449	2.807385	1.008572	2.929348	2.882439	1.016274	2.868432	2.854623	1.004837	null	null	null
2,056	1.033144	1.029275	0.501872	Shared	1.064199	1.059324	0.502291	0.939021	0.967544	1.539919	1.540991	0.999304	2.192109	2.247611	0.975306	2.797381	2.775142	1.008014	null	null	null
2,057	1.072283	1.006568	0.530643	Shared	1.149222	1.140956	0.503596	0.918182	0.964869	1.288614	1.295571	0.99463	1.431719	1.37817	1.038855	1.436597	1.38502	1.037239	null	null	null
2,058	1.040912	1.033602	0.503511	Shared	1.144608	1.138623	0.502615	0.877409	0.916397	1.457148	1.704335	0.854966	1.708571	2.141309	0.79791	1.666871	2.077626	0.802296	null	null	null
2,059	1.13168	1.090498	0.518195	Shared	1.177708	1.187807	0.495749	0.714018	0.913669	1.337758	1.627753	0.821843	1.676975	2.417501	0.693681	1.707877	2.435885	0.701132	null	null	null
2,060	1.174241	1.100432	0.531428	Shared	1.219815	1.214765	0.50207	0.901233	0.915954	1.317729	1.330243	0.990592	1.267031	1.219755	1.038758	1.291359	1.225101	1.054083	null	null	null
2,061	1.011086	0.724721	0.641612	Other	0.788776	0.651338	0.587121	0.506625	0.015018	2.336588	2.770236	0.843462	2.384536	2.806076	0.849776	2.492683	2.925112	0.852167	null	null	null
2,062	1.01212	1.00457	0.50373	Shared	1.085029	1.075836	0.504237	0.954015	0.966775	null	null	null	null	null	null	null	null	null	null	null	null
2,063	1.032626	1.058927	0.487581	Shared	1.116205	1.117854	0.499263	0.908949	0.955979	1.381862	1.497835	0.922573	1.339527	1.538398	0.870728	1.398953	1.590628	0.879497	null	null	null
2,064	1.093034	1.050286	0.519555	Shared	1.154956	1.147911	0.50305	0.989659	0.900423	1.623728	1.586835	1.02325	1.745846	1.694244	1.030457	1.794089	1.741496	1.0302	null	null	null
2,065	0.980491	0.962803	0.50902	Shared	0.558063	0.556848	0.501089	0.990274	0.471568	2.028792	2.043268	0.992915	2.076971	2.093664	0.992027	2.065415	2.049257	1.007885	null	null	null
2,066	1.114703	1.099379	0.506874	Shared	1.163161	1.165491	0.499	0.913037	0.953486	1.206765	1.274529	0.946832	0.816296	0.880768	0.926801	0.844822	0.908547	0.92986	null	null	null
2,067	0.922605	0.97167	0.474752	Shared	1.211972	1.276283	0.474805	0.933154	0.900929	1.474982	1.550278	0.951431	1.294529	1.39583	0.927426	1.368564	1.47766	0.92617	null	null	null
2,068	1.513172	1.361147	0.550234	Shared	0.572508	0.529112	0.5379	0.995854	0.551858	1.574752	1.4583	1.079855	1.572164	1.469708	1.069712	1.571878	1.468561	1.070353	null	null	null
2,069	0.887861	1.006171	0.441208	Shared	1.069948	1.090424	0.490611	0.520207	0.661729	0.786003	1.359047	0.578349	0.832358	1.478462	0.562989	0.96809	1.699001	0.5698	null	null	null
2,070	0.979604	0.984592	0.497467	Shared	1.033865	1.034663	0.499614	0.949683	0.972892	null	null	null	null	null	null	null	null	null	null	null	null
2,071	1.024309	1.020122	0.502044	Shared	1.157511	1.144696	0.505536	0.914522	0.944143	1.849125	1.962229	0.942359	1.76163	1.824103	0.965751	1.708409	1.75966	0.970875	null	null	null
2,072	1.04973	0.975224	0.535488	Shared	0.664326	0.642204	0.51665	0.956968	0.635839	1.797974	1.692014	1.062624	1.827931	1.717864	1.064072	1.812251	1.703972	1.063545	null	null	null
2,073	1.02499	1.002514	0.510964	Shared	1.163213	1.143267	0.508574	0.876657	0.934963	1.487159	1.595251	0.932241	1.266112	1.327599	0.953686	1.272056	1.332814	0.954414	null	null	null
2,074	0.839511	0.847716	0.495161	Shared	0.58721	0.612087	0.479679	0.979072	0.45657	2.387234	2.442785	0.977259	2.42408	2.464669	0.983531	2.46418	2.478888	0.994067	null	null	null
2,075	0.976873	0.911443	0.53349	Shared	0.757984	0.722029	0.523717	0.99075	0.713243	2.154175	2.041062	1.055419	2.111234	2.00708	1.051893	2.150947	2.015155	1.067385	null	null	null
2,076	1.007561	0.991545	0.507948	Shared	1.097969	1.104597	0.497	0.902819	0.954095	null	null	null	null	null	null	null	null	null	null	null	null
2,077	1.158841	1.266938	0.457339	Shared	1.356454	1.376608	0.49268	0.942066	0.926881	1.281885	1.426813	0.898425	1.327504	1.439474	0.922215	1.321801	1.442937	0.916049	null	null	null
2,078	0.779446	0.8616	0.452325	Shared	1.335453	1.439571	0.463837	0.501343	0.731935	0.743871	1.126539	0.660315	0.681964	1.019877	0.668672	0.701063	1.034611	0.677611	null	null	null
2,079	1.072255	1.068466	0.501767	Shared	1.142016	1.132499	0.504167	0.910666	0.95164	1.648401	1.739477	0.947642	1.73425	1.835596	0.944788	1.784264	1.84123	0.969061	null	null	null
2,080	1.055281	1.048789	0.503076	Shared	1.173351	1.162045	0.504818	0.940616	0.916873	1.68488	1.66161	1.014004	1.633198	1.598243	1.021871	1.867464	1.823704	1.023995	null	null	null
2,081	1.01331	1.014537	0.499395	Shared	1.090966	1.094661	0.498312	0.872967	0.953283	1.154542	1.400299	0.824497	0.709621	1.317675	0.53854	0.690807	1.286084	0.53714	null	null	null
2,082	1.067933	1.059037	0.504165	Shared	1.19773	1.187899	0.504104	0.871435	0.914057	1.059658	1.247078	0.849713	0.991542	1.176219	0.842991	1.02373	1.189388	0.86072	null	null	null
2,083	1.00462	0.996861	0.503862	Shared	1.027817	1.034343	0.496845	0.950334	0.973122	null	null	null	null	null	null	null	null	null	null	null	null
2,084	1.069403	1.039437	0.51401	Shared	1.128496	1.143774	0.493321	0.900541	0.925885	1.539028	1.619839	0.950112	1.637266	1.738323	0.941865	1.626458	1.719018	0.946155	null	null	null
2,085	1.035172	1.000236	0.516875	Shared	1.10012	1.10066	0.499754	0.890897	0.968036	3.027665	3.140674	0.964018	6.881304	6.918917	0.994564	7.83507	7.807495	1.003532	null	null	null
2,086	0.8445	0.851093	0.496127	Shared	0.63225	0.613256	0.515021	0.976724	0.460767	2.186459	2.068751	1.056898	2.213977	2.086827	1.06093	2.201746	2.125119	1.036058	null	null	null
2,087	0.914793	0.861019	0.529391	Shared	1.026718	1.00681	0.509695	0.939117	0.832136	2.152619	2.079487	1.035168	2.200455	2.130382	1.032892	2.272509	2.18668	1.039251	null	null	null
2,088	1.015607	1.029642	0.493184	Shared	1.115088	1.118541	0.498457	0.904509	0.962818	2.264082	2.325631	0.973535	1.729608	1.673193	1.033717	1.86751	1.856734	1.005804	null	null	null
2,089	0.81751	0.815997	0.500925	Shared	1.219929	1.201271	0.507647	0.957406	0.932176	1.85636	1.91386	0.969956	1.623534	1.61519	1.005166	1.633559	1.628312	1.003223	null	null	null
2,090	0.813861	0.804212	0.505928	Shared	1.142815	1.158341	0.493298	0.963198	0.90987	2.796392	2.782903	1.004847	2.732508	2.734237	0.999368	2.757904	2.774115	0.994156	null	null	null
2,091	1.223471	1.155918	0.527607	Shared	0.581592	0.554354	0.523417	0.990471	0.57116	2.193	2.106231	1.041196	2.193952	2.119713	1.035023	2.221497	2.157212	1.0298	null	null	null
2,092	1.03601	1.032732	0.501582	Shared	1.15127	1.143858	0.503219	0.925016	0.950657	1.323588	1.394136	0.949396	1.125165	1.222375	0.920474	1.143489	1.221064	0.93647	null	null	null
2,093	0.8498	0.861246	0.493355	Shared	1.121897	1.080801	0.518315	0.935713	0.870837	2.068087	2.164934	0.955265	2.040771	2.058643	0.991318	2.055188	2.088193	0.984194	null	null	null
2,094	1.40603	1.285197	0.542969	Shared	0.702688	0.674347	0.520166	0.985091	0.610601	1.958735	1.884332	1.039485	1.94198	1.854858	1.04697	1.925003	1.837388	1.047684	null	null	null
2,095	0.874339	0.87487	0.499696	Shared	0.60508	0.607596	0.49793	0.968357	0.287775	3.220777	3.02132	1.066017	3.225872	3.019563	1.068324	3.120258	2.984923	1.04534	null	null	null
2,096	1.065488	1.148099	0.464023	Shared	0.646712	0.742396	0.435558	0.986557	0.681703	1.439654	1.520048	0.947111	1.431549	1.507775	0.949444	1.44741	1.54019	0.93976	null	null	null
2,097	1.369164	1.318597	0.518466	Shared	1.290653	1.291242	0.499772	0.934364	0.930458	1.250878	1.243254	1.006132	1.118674	1.104363	1.012958	1.121512	1.106488	1.013578	null	null	null
2,098	1.043332	1.044859	0.49927	Shared	1.058797	1.064363	0.497385	0.934547	0.966663	1.762458	1.628106	1.08252	2.55823	2.569127	0.995758	2.742361	2.74897	0.997596	null	null	null
2,099	0.917237	0.943744	0.485956	Shared	0.639659	0.694479	0.460532	0.958394	0.505527	3.895963	3.844662	1.013343	3.874345	3.818347	1.014665	3.869695	3.864368	1.001378	null	null	null

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