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 ⌀
5,200	0.941952	0.85871	0.544186	Shared	0.913238	0.87842	0.519063	0.960013	0.796482	2.869187	2.806279	1.022417	2.828274	2.736735	1.033448	2.894589	2.789292	1.037751	null	null	null
5,201	0.963319	0.959036	0.502223	Shared	1.050024	1.047815	0.501052	0.959477	0.960203	null	null	null	null	null	null	null	null	null	null	null	null
5,202	1.017138	1.013097	0.501987	Shared	1.096265	1.100812	0.497935	0.923614	0.958148	1.344378	1.448666	0.92801	1.076782	1.261559	0.853533	1.138513	1.317148	0.864378	null	null	null
5,203	1.044946	1.038602	0.503036	Shared	1.10516	1.105756	0.499731	0.921384	0.953472	1.189345	1.284802	0.925703	1.021311	1.148427	0.889312	1.139347	1.258339	0.905437	null	null	null
5,204	1.039226	1.013103	0.512569	Shared	0.698235	0.619932	0.556072	0.981371	0.186273	1.977545	1.838597	1.075573	1.991765	1.854298	1.074134	2.101278	1.983913	1.059158	null	null	null
5,205	1.068832	1.031946	0.517255	Shared	1.350213	1.346678	0.501309	0.902121	0.785593	1.5111	1.464141	1.032073	1.526312	1.41732	1.0769	1.564032	1.460869	1.070617	null	null	null
5,206	1.054124	1.056943	0.498666	Shared	1.146807	1.14081	0.502614	0.939804	0.961269	1.638834	1.621758	1.010529	1.814498	1.750234	1.036718	1.918876	1.867828	1.02733	null	null	null
5,207	0.976054	0.945211	0.5158	Shared	1.079298	1.08056	0.499416	0.924869	0.962167	2.667862	2.550405	1.046054	2.774	2.704936	1.025532	2.936923	2.844711	1.032415	null	null	null
5,208	1.187733	0.956186	0.597475	Shared	1.131981	1.114821	0.50758	0.739329	0.722733	2.365023	2.237084	1.05719	2.354431	2.220639	1.060249	2.399578	2.277978	1.053381	null	null	null
5,209	0.989141	1.022263	0.4838	Shared	1.111608	1.155335	0.481076	0.776425	0.932504	2.811334	2.264119	1.24169	3.42726	3.399681	1.008112	3.448184	3.427028	1.006173	null	null	null
5,210	0.956664	0.889108	0.535308	Shared	0.639437	0.583124	0.544034	0.981115	0.494715	2.154881	2.111536	1.020528	2.159355	2.122296	1.017462	2.20444	2.141572	1.029356	null	null	null
5,211	1.033187	1.032987	0.500097	Shared	1.110362	1.115587	0.497658	0.922317	0.957486	1.468643	1.547581	0.948993	1.368114	1.542892	0.886721	1.3182	1.500078	0.878754	null	null	null
5,212	0.801008	0.794363	0.504148	Shared	0.822224	0.839484	0.48972	0.95611	0.765654	2.719359	2.749899	0.988894	2.738966	2.747187	0.997007	2.796034	2.79968	0.998698	null	null	null
5,213	0.950455	0.984407	0.482755	Shared	0.729667	0.734266	0.496869	0.931538	0.580614	3.226265	3.31271	0.973905	3.186378	3.23839	0.983939	3.199283	3.249366	0.984587	null	null	null
5,214	1.105756	1.116199	0.495322	Shared	0.643073	0.635748	0.505695	0.977031	0.492404	2.129976	2.164574	0.984016	2.133465	2.158552	0.988377	2.133931	2.153379	0.990969	null	null	null
5,215	0.914489	0.894146	0.511123	Shared	1.260232	1.253785	0.502558	0.905127	0.904282	1.819556	1.856044	0.980341	1.717464	1.726766	0.994613	1.760108	1.749396	1.006123	null	null	null
5,216	1.202497	1.1355	0.527858	Shared	1.350412	1.336373	0.505198	0.762569	0.889353	1.137571	1.356757	0.838449	1.209151	1.480124	0.816926	1.250627	1.527791	0.818585	null	null	null
5,217	1.124384	1.141414	0.49254	Shared	1.253584	1.261536	0.496848	0.900603	0.938295	1.536388	1.658532	0.926354	1.138503	1.180728	0.964238	1.229408	1.267593	0.969876	null	null	null
5,218	1.173703	0.937166	0.600765	Other	1.072432	1.057148	0.507126	0.856976	0.788381	2.614307	2.399599	1.089477	2.588736	2.347315	1.10285	2.562671	2.325413	1.102028	null	null	null
5,219	1.000075	1.01645	0.491945	Shared	0.684484	0.71601	0.477985	0.963098	0.679855	1.800275	1.817481	0.990533	1.748106	1.766839	0.989397	1.744162	1.760437	0.990755	null	null	null
5,220	0.470448	1.457915	0.161343	Other	0.484243	0.650202	0.372379	-0.664141	-0.685155	0.454508	2.228538	0.203949	0.452454	2.254714	0.20067	0.655747	2.473014	0.265161	-0.216364	1.026184	-0.210843
5,221	1.07899	1.065526	0.506239	Shared	1.129064	1.12817	0.500396	0.929616	0.964839	1.440243	1.423763	1.011575	1.795338	1.748075	1.027037	1.952138	1.898584	1.028208	null	null	null
5,222	0.998578	0.999681	0.499448	Shared	1.059055	1.055664	0.501601	0.948197	0.965963	null	null	null	null	null	null	null	null	null	null	null	null
5,223	0.943565	0.953838	0.494615	Shared	1.064413	1.060028	0.50206	0.932307	0.940791	3.050801	2.943116	1.036589	2.821188	2.768517	1.019025	2.503495	2.553427	0.980445	null	null	null
5,224	0.784167	0.76643	0.51131	Shared	0.904585	0.852485	0.528798	0.976609	0.858751	1.865928	1.834761	1.016987	1.726866	1.671368	1.033205	1.732128	1.707844	1.014219	null	null	null
5,225	1.025714	0.993461	0.515722	Shared	1.111195	1.098292	0.505806	0.923869	0.848769	2.100331	2.08656	1.0066	2.076435	2.023562	1.026129	2.095549	2.028199	1.033207	null	null	null
5,226	1.015908	1.027526	0.494347	Shared	1.229245	1.204148	0.510208	0.861998	0.945307	1.590103	1.65341	0.961712	2.0148	2.024363	0.995276	2.126013	2.109209	1.007967	null	null	null
5,227	0.992457	1.00161	0.495431	Shared	1.095117	1.097315	0.498998	0.922903	0.960134	1.461831	1.528814	0.956187	1.272745	1.338024	0.951212	1.247371	1.310295	0.951977	null	null	null
5,228	0.96225	0.796661	0.586043	Shared	1.024734	0.96968	0.526863	0.851379	0.743509	2.300967	2.146626	1.071899	2.263087	2.023522	1.11839	2.223263	2.030319	1.095032	null	null	null
5,229	0.850589	0.817658	0.519358	Shared	1.300233	1.362317	0.477214	0.362518	0.706014	0.3687	1.145129	0.321972	0.324687	0.954038	0.340329	0.346606	0.979881	0.353723	null	null	null
5,230	1.008951	1.000565	0.504156	Shared	1.071171	1.070039	0.500529	0.934982	0.956391	null	null	null	null	null	null	null	null	null	null	null	null
5,231	1.195243	1.147567	0.519944	Shared	0.777338	0.676526	0.564844	0.9376	0.50915	2.399199	2.397077	1.000885	2.454155	2.434028	1.008269	2.38337	2.363651	1.008343	null	null	null
5,232	0.975936	0.970096	0.502992	Shared	1.031606	1.040401	0.495773	0.965618	0.975734	1.480026	1.632869	0.906396	1.358012	1.487285	0.913081	1.068551	1.281575	0.83378	null	null	null
5,233	1.039114	1.019705	0.509339	Shared	0.671193	0.644462	0.519913	0.983477	0.580962	2.204401	2.167593	1.016981	2.190337	2.142678	1.022243	2.150412	2.10549	1.021336	null	null	null
5,234	1.021838	0.885789	0.566571	Shared	1.317899	1.29939	0.507022	0.751974	0.88081	1.243096	1.368364	0.908454	1.091947	1.162974	0.938926	1.095202	1.173148	0.933559	null	null	null
5,235	1.109108	1.070213	0.517534	Shared	1.198161	1.198725	0.499764	0.890306	0.931401	null	null	null	null	null	null	null	null	null	null	null	null
5,236	1.073884	1.04172	0.514975	Shared	1.18015	1.166749	0.505678	0.910449	0.95299	1.632318	1.679077	0.972152	1.583269	1.618796	0.978054	1.540417	1.582173	0.973609	null	null	null
5,237	0.848882	0.83209	0.509891	Shared	1.31549	1.324977	0.49642	0.849799	0.928276	2.596086	2.750542	0.943845	2.652108	2.753367	0.963224	2.64113	2.745678	0.961923	null	null	null
5,238	1.001318	0.920673	0.540269	Shared	1.239586	1.251356	0.495297	0.542137	0.813642	1.228216	1.635896	0.750791	1.199627	1.595592	0.751838	1.145606	1.545096	0.741447	null	null	null
5,239	1.029097	1.019373	0.504725	Shared	1.118463	1.109269	0.50411	0.920827	0.951847	1.503201	1.643925	0.914398	1.296443	1.460994	0.887371	1.293864	1.457752	0.887575	null	null	null
5,240	1.196253	1.172046	0.510118	Shared	1.245759	1.231706	0.50564	0.978456	0.86653	1.65653	1.648903	1.004626	1.665709	1.635453	1.018501	1.6623	1.639205	1.014089	null	null	null
5,241	1.078499	1.083808	0.497551	Shared	1.18671	1.172063	0.506171	0.886994	0.949506	1.730595	1.880154	0.920454	1.463768	1.521982	0.961752	1.442575	1.490897	0.967588	null	null	null
5,242	1.041289	1.014543	0.512843	Shared	1.254651	1.225907	0.511455	0.924461	0.862756	1.533752	1.564757	0.980186	1.361178	1.396587	0.974645	1.357605	1.389782	0.976847	null	null	null
5,243	1.029683	1.034457	0.497693	Shared	1.09759	1.096868	0.500329	0.941106	0.964017	1.568992	1.489759	1.053185	1.066373	0.989862	1.077295	1.245946	1.153661	1.079993	null	null	null
5,244	1.050984	1.045679	0.502524	Shared	1.155627	1.1382	0.50754	0.921259	0.953751	null	null	null	null	null	null	null	null	null	null	null	null
5,245	0.696355	0.686764	0.506886	Shared	1.085504	1.105042	0.491159	0.936561	0.832787	2.303968	2.377343	0.969136	2.251101	2.236991	1.006308	2.266342	2.221542	1.020166	null	null	null
5,246	0.953739	0.923483	0.515862	Shared	1.454177	1.446326	0.502699	0.937345	0.944815	1.299789	1.322327	0.982956	0.889059	0.90882	0.978256	0.905884	0.918451	0.986317	null	null	null
5,247	1.050189	1.037772	0.505911	Shared	1.150255	1.156959	0.497103	0.883577	0.948204	1.624484	1.697103	0.95721	2.213585	2.223051	0.995742	2.323951	2.343355	0.991719	null	null	null
5,248	1.109824	1.048203	0.527762	Shared	1.178427	1.165709	0.505396	0.869264	0.880032	1.744099	1.825365	0.95548	1.722787	1.781221	0.967194	1.738026	1.792952	0.969366	null	null	null
5,249	1.09697	1.090414	0.502988	Shared	1.384951	1.381946	0.501085	0.915684	0.947331	1.664903	1.721915	0.96689	1.375636	1.393391	0.987258	1.36122	1.395324	0.975559	null	null	null
5,250	1.098857	1.071787	0.512318	Shared	1.270685	1.279579	0.496525	0.906006	0.940202	1.366035	1.415575	0.965003	1.234511	1.191977	1.035684	1.25917	1.224401	1.028397	null	null	null
5,251	1.076079	0.985994	0.541858	Shared	1.343389	1.350683	0.4973	0.863715	0.888474	1.393115	1.393475	0.999742	1.88269	1.882875	0.999902	1.876853	1.876621	1.000124	null	null	null
5,252	1.027678	1.027632	0.500022	Shared	1.104627	1.110702	0.497265	0.91505	0.95433	1.833838	1.972488	0.929708	2.007745	2.225985	0.901958	2.004876	2.191767	0.91473	null	null	null
5,253	1.032612	1.007662	0.512081	Shared	1.274765	1.280777	0.497653	0.918449	0.951764	1.443454	1.486686	0.97092	1.337501	1.286683	1.039495	1.329034	1.286577	1.033	null	null	null
5,254	0.848813	1.531702	0.277082	Other	1.030434	1.136305	0.453414	0.252228	0.562676	0.905162	1.81412	0.498953	0.919036	1.901047	0.483437	0.909952	1.883896	0.483016	0.15365	1.086927	0.141362
5,255	1.131242	1.014138	0.551759	Shared	1.30589	1.304837	0.500403	0.771321	0.885048	1.67984	1.728502	0.971847	1.816444	1.875183	0.968676	1.799478	1.888324	0.95295	null	null	null
5,256	0.957919	0.937955	0.510421	Shared	0.988977	0.975221	0.506955	0.939286	0.827336	2.071224	2.108418	0.982359	1.914529	1.901179	1.007022	1.941656	1.922717	1.00985	null	null	null
5,257	1.023613	1.019613	0.501954	Shared	1.09339	1.099104	0.4974	0.945174	0.96321	null	null	null	null	null	null	null	null	null	null	null	null
5,258	0.98024	0.987378	0.496385	Shared	1.057479	1.058178	0.49967	0.95852	0.966669	1.901427	1.934824	0.982739	1.634102	1.761444	0.927706	1.640282	1.785099	0.918875	null	null	null
5,259	1.128505	1.056977	0.531692	Shared	1.11002	1.106027	0.501798	0.965478	0.854416	2.18164	2.120283	1.028938	2.243246	2.195548	1.021725	2.216671	2.178749	1.017405	null	null	null
5,260	1.37289	1.136509	0.586089	Shared	0.628048	0.534361	0.574586	0.960925	0.463788	3.045283	2.474124	1.230853	3.094437	2.504828	1.235389	3.141422	2.551721	1.231099	null	null	null
5,261	1.122782	1.068268	0.524276	Shared	0.614646	0.582085	0.526487	0.987128	0.537326	1.991796	1.949747	1.021567	1.913837	1.882895	1.016433	1.926006	1.886481	1.020952	null	null	null
5,262	1.061764	0.891552	0.580155	Shared	0.61581	0.520724	0.577204	0.973713	0.231814	2.536467	2.412659	1.051316	2.542333	2.398835	1.05982	2.617041	2.440181	1.072478	null	null	null
5,263	0.971696	0.970817	0.500452	Shared	1.314574	1.31878	0.498405	0.919764	0.927779	1.758617	1.83206	0.959912	1.658868	1.713938	0.967869	1.628561	1.68818	0.964685	null	null	null
5,264	1.005437	1.01956	0.493074	Shared	1.06681	1.063984	0.501324	0.932964	0.961148	1.409158	1.371339	1.027578	1.031443	1.109525	0.929626	1.099387	1.168947	0.940493	null	null	null
5,265	1.044363	1.039906	0.502134	Shared	1.09224	1.098306	0.497238	0.893035	0.955256	null	null	null	null	null	null	null	null	null	null	null	null
5,266	1.169213	1.129941	0.516794	Shared	0.681293	0.632112	0.536094	0.973466	0.350485	2.060513	2.079776	0.990738	2.052398	2.067544	0.992674	2.012529	2.028448	0.992152	null	null	null
5,267	1.013841	0.940188	0.536323	Shared	1.230596	1.20791	0.509217	0.95924	0.873656	1.290128	1.236032	1.043766	1.147734	1.064907	1.077778	1.208236	1.12406	1.074886	null	null	null
5,268	1.073871	1.050323	0.510964	Shared	1.137532	1.138805	0.499441	0.886712	0.950034	1.435637	1.566711	0.916338	1.174951	1.256704	0.934946	1.159711	1.220025	0.950563	null	null	null
5,269	0.868003	0.962731	0.450803	Shared	0.668747	0.721264	0.463594	0.924628	0.570541	2.085502	2.336407	0.892611	2.04382	2.209795	0.924891	2.046002	2.217296	0.922746	null	null	null
5,270	1.21667	1.1934	0.509563	Shared	1.00378	1.016409	0.493788	0.988033	0.85376	1.69293	1.68991	1.001787	1.647619	1.652862	0.996828	1.635134	1.643941	0.994643	null	null	null
5,271	0.911272	0.907239	0.502213	Shared	1.101953	1.107548	0.497474	0.91605	0.933228	2.288569	2.480103	0.922772	2.041308	2.264036	0.901623	1.752417	1.96385	0.892338	null	null	null
5,272	1.058711	1.061193	0.49883	Shared	1.139791	1.140304	0.499775	0.923747	0.955177	1.880372	1.921241	0.978728	2.61259	2.861053	0.913157	2.679946	2.930497	0.914502	null	null	null
5,273	1.101032	1.046677	0.524684	Shared	0.537171	0.517593	0.518224	0.962053	0.405419	2.780579	2.603123	1.068171	2.833432	2.658654	1.065739	2.779138	2.609903	1.064843	null	null	null
5,274	1.091575	1.072937	0.508537	Shared	1.17064	1.182664	0.494917	0.891097	0.943305	1.483423	1.549933	0.957088	1.106485	1.176786	0.94026	1.118793	1.195332	0.935969	null	null	null
5,275	1.023143	1.016457	0.503267	Shared	0.81978	0.802166	0.510743	0.977096	0.697599	2.848661	2.864429	0.994495	2.819974	2.792792	1.009733	2.778181	2.741024	1.013556	null	null	null
5,276	1.067356	1.100567	0.484912	Shared	0.776913	0.810957	0.47901	0.977104	0.735127	2.373873	2.402804	0.987959	2.369981	2.423164	0.978053	2.362389	2.408562	0.980829	null	null	null
5,277	0.92107	0.959404	0.480022	Shared	0.599831	0.601137	0.498914	0.972129	0.427594	3.189805	3.204551	0.995399	3.202085	3.197669	1.001381	3.130239	3.128082	1.00069	null	null	null
5,278	1.0413	0.993702	0.522855	Shared	1.284842	1.304814	0.492347	0.884445	0.928924	1.702371	1.809035	0.941038	1.962111	2.060643	0.952184	1.969151	2.052529	0.959378	null	null	null
5,279	1.039245	1.04099	0.499162	Shared	1.135076	1.146187	0.495153	0.908466	0.954227	1.389941	1.488897	0.933538	1.14549	1.286266	0.890555	1.093795	1.236424	0.884644	null	null	null
5,280	1.005031	1.002618	0.501201	Shared	1.094785	1.094423	0.500165	0.935301	0.957892	1.278783	1.323009	0.966571	0.746115	0.787705	0.947201	0.725286	0.769388	0.942679	null	null	null
5,281	0.87252	0.859499	0.507462	Shared	0.91862	0.900405	0.509914	0.913387	0.787948	2.868877	2.972637	0.965095	2.736181	2.838719	0.963879	2.755493	2.845539	0.968355	null	null	null
5,282	1.099632	1.091934	0.5035	Shared	1.21063	1.201191	0.503898	0.907192	0.930353	1.339746	1.365535	0.981115	0.979626	0.946407	1.0351	0.999373	0.972971	1.027135	null	null	null
5,283	1.066922	1.041135	0.512085	Shared	1.176696	1.186915	0.495695	0.845025	0.918107	1.792513	1.797847	0.997033	2.372601	2.530893	0.937456	2.344973	2.511031	0.933868	null	null	null
5,284	0.996724	0.963216	0.516809	Shared	1.334583	1.372652	0.486133	0.648871	0.787451	1.06787	1.37596	0.776091	1.132498	1.476222	0.767159	1.140492	1.493554	0.763609	0.736072	1.100262	0.668997
5,285	1.025234	1.025653	0.499796	Shared	1.111591	1.117477	0.497366	0.934992	0.950634	3.266657	3.360812	0.971984	3.267381	3.792093	0.86163	3.294613	3.848491	0.856079	null	null	null
5,286	1.018376	0.981756	0.517979	Shared	1.106565	1.099965	0.502982	0.909475	0.938709	null	null	null	null	null	null	null	null	null	null	null	null
5,287	0.810367	0.798172	0.507525	Shared	1.114159	1.111571	0.501162	0.952647	0.879177	2.283779	2.291168	0.996775	2.166222	2.147611	1.008666	2.171967	2.161408	1.004885	null	null	null
5,288	0.990141	0.985141	0.502525	Shared	1.028843	1.024681	0.502023	0.949336	0.980582	null	null	null	null	null	null	null	null	null	null	null	null
5,289	0.855935	1.003024	0.426677	Shared	0.910116	0.978019	0.465285	0.892545	0.769599	2.747576	2.74308	1.001639	2.748719	2.730725	1.006589	2.709276	2.68911	1.007499	0.762801	0.987646	0.772342
5,290	0.991158	0.99368	0.498731	Shared	1.066662	1.065671	0.500464	0.938543	0.959245	null	null	null	null	null	null	null	null	null	null	null	null
5,291	1.055812	1.046017	0.504639	Shared	1.111151	1.098355	0.505758	0.92564	0.948815	null	null	null	null	null	null	null	null	null	null	null	null
5,292	1.234712	1.088998	0.559008	Shared	0.945448	0.920943	0.512959	0.883679	0.7132	1.877243	1.873572	1.001959	1.857885	1.864575	0.996412	1.830457	1.839474	0.995098	null	null	null
5,293	0.967639	0.941766	0.513369	Shared	1.103086	1.099941	0.501426	0.908756	0.949694	1.638935	1.643728	0.997084	1.928293	1.88979	1.020374	1.861171	1.829999	1.017034	null	null	null
5,294	1.006167	0.997868	0.504124	Shared	1.051006	1.047764	0.501542	0.943768	0.969024	4.522531	4.496947	1.005689	7.44031	7.747223	0.960384	7.455017	7.744786	0.962585	null	null	null
5,295	1.120132	0.879073	0.607603	Other	0.683295	0.615192	0.549834	0.799906	0.291634	3.374521	2.987451	1.129565	3.340758	2.948265	1.133127	3.348983	2.911259	1.150355	null	null	null
5,296	0.867986	0.844435	0.513566	Shared	0.707685	0.646392	0.543305	0.994021	0.606214	2.087309	2.060529	1.012996	2.119879	2.093005	1.01284	2.013862	2.008796	1.002522	null	null	null
5,297	1.105588	1.105702	0.499948	Shared	1.178324	1.179512	0.499497	0.890351	0.958485	1.282328	1.427346	0.8984	1.407779	1.646136	0.855202	1.493618	1.724465	0.866134	null	null	null
5,298	1.032297	1.039209	0.496675	Shared	1.090678	1.087926	0.501262	0.94473	0.949489	1.411753	1.464305	0.964111	1.012528	1.155266	0.876446	0.999848	1.163169	0.859589	null	null	null
5,299	1.116383	0.993535	0.55502	Shared	0.525168	0.476801	0.546049	0.969666	0.485568	2.356988	2.350279	1.002855	2.363925	2.356785	1.00303	2.354755	2.290238	1.02817	null	null	null

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