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 ⌀
600	0.970953	0.824142	0.575601	Shared	1.018088	0.979547	0.518928	0.441908	0.616797	0.754556	1.343499	0.561635	0.775004	1.360168	0.569785	0.731591	1.279562	0.571751	null	null	null
601	1.075624	1.066352	0.50431	Shared	1.163874	1.168242	0.49813	0.903513	0.959305	1.199407	1.297431	0.924448	0.806656	0.87234	0.924704	0.846105	0.903224	0.936761	null	null	null
602	1.034622	1.035022	0.499807	Shared	1.100444	1.095984	0.502026	0.921274	0.959221	1.667904	1.790836	0.931355	1.624924	1.711525	0.949401	1.638775	1.720349	0.952583	null	null	null
603	0.951991	0.988815	0.48138	Shared	1.296242	1.331047	0.486926	0.768251	0.80639	1.042698	1.262738	0.825744	0.901256	1.011685	0.890846	0.95604	1.099203	0.869757	null	null	null
604	0.998803	0.997086	0.500859	Shared	0.616239	0.618329	0.498309	0.976107	0.599028	2.490506	2.458064	1.013198	2.463845	2.420692	1.017827	2.422657	2.387445	1.014749	null	null	null
605	1.231078	1.039218	0.577923	Shared	0.994408	0.940095	0.527309	0.96117	0.685611	1.835178	1.567323	1.1709	1.785061	1.510273	1.181946	1.82663	1.564298	1.167699	null	null	null
606	0.841661	0.807635	0.520213	Shared	0.596489	0.561894	0.528999	0.982913	0.661927	2.522527	2.4515	1.028973	2.556298	2.466594	1.036367	2.55456	2.427894	1.052171	null	null	null
607	0.89891	0.809415	0.54978	Shared	1.044955	1.016426	0.513651	0.890422	0.852951	2.338766	2.314146	1.010639	2.271782	2.229506	1.018962	2.308797	2.278579	1.013262	null	null	null
608	0.978343	0.949183	0.514903	Shared	1.088341	1.09879	0.495245	0.815255	0.957821	null	null	null	null	null	null	null	null	null	null	null	null
609	1.104289	0.739665	0.665094	Other	1.123199	1.015786	0.547816	0.662975	0.587342	2.603737	2.362506	1.102108	2.587378	2.288789	1.130457	2.593168	2.302291	1.126342	null	null	null
610	1.140313	1.07234	0.529804	Shared	0.513772	0.473549	0.539146	0.974467	0.390931	2.439702	2.419072	1.008528	2.426573	2.406504	1.008339	2.392895	2.380729	1.00511	null	null	null
611	1.005264	1.01059	0.497365	Shared	1.065161	1.069748	0.497856	0.948402	0.974029	1.604019	1.773558	0.904407	1.369912	1.661952	0.824279	1.406149	1.70093	0.826694	null	null	null
612	1.018273	1.016938	0.500655	Shared	1.078935	1.069266	0.504481	0.932837	0.946422	1.727703	1.759818	0.981751	1.127608	1.235065	0.912995	1.100842	1.201967	0.915868	null	null	null
613	0.812657	0.797866	0.5091	Shared	1.24837	1.230825	0.507027	0.950403	0.918283	2.569793	2.608186	0.98528	2.595393	2.594748	1.000249	2.602052	2.621605	0.992542	null	null	null
614	1.065842	1.041351	0.511489	Shared	1.122509	1.130633	0.496407	0.901513	0.958495	1.931055	2.037382	0.947812	3.038571	3.253622	0.933904	2.978512	3.21632	0.926062	null	null	null
615	0.834366	1.008573	0.413637	Shared	0.651916	0.704378	0.46276	0.806997	0.385751	1.303217	1.997303	0.652488	1.244789	1.908663	0.652179	1.313082	1.907453	0.688395	0.609182	0.911361	0.668432
616	0.954675	0.94343	0.505889	Shared	0.79489	0.773428	0.5135	0.919578	0.6275	2.976331	2.979273	0.999012	2.92795	2.93796	0.996593	2.838539	2.864775	0.990842	null	null	null
617	0.950282	1.028651	0.461907	Shared	1.348011	1.355891	0.497094	0.587957	0.767075	1.083097	1.640231	0.660332	0.991797	1.429972	0.693578	1.031331	1.46469	0.704129	null	null	null
618	1.071599	1.081353	0.49549	Shared	1.231953	1.226342	0.502277	0.891444	0.941023	1.656145	1.817558	0.911192	1.999882	2.119728	0.943462	1.912912	2.041281	0.937114	1.22714	1.30217	0.942381
619	1.031104	1.020588	0.505099	Shared	1.106203	1.114774	0.496156	0.910748	0.944558	1.498864	1.562521	0.95926	1.496489	1.639005	0.913047	1.507841	1.662432	0.907009	null	null	null
620	1.055007	1.059409	0.497922	Shared	1.126715	1.129511	0.498762	0.894778	0.945619	1.430936	1.559018	0.917845	1.157638	1.274591	0.908243	1.22882	1.354529	0.907194	null	null	null
621	0.96746	1.093578	0.442337	Shared	1.21899	1.248718	0.488097	0.714886	0.714045	1.334835	1.781135	0.749429	1.308187	1.541342	0.848732	1.274273	1.50598	0.846142	null	null	null
622	1.016141	0.825985	0.593568	Shared	0.631239	0.537742	0.574058	0.922442	0.335634	3.881373	3.558606	1.0907	4.002836	3.677934	1.088338	4.010107	3.651335	1.098258	null	null	null
623	0.9347	1.059219	0.441221	Shared	0.668613	0.699568	0.477876	0.905042	0.351124	3.035063	3.319438	0.91433	3.044447	3.310542	0.919622	3.053055	3.29639	0.926181	null	null	null
624	1.040496	1.018093	0.510765	Shared	1.15369	1.158738	0.497822	0.916049	0.963053	1.839243	1.891648	0.972297	2.343432	2.330133	1.005708	2.395866	2.388142	1.003234	null	null	null
625	0.852078	0.96232	0.44272	Shared	0.626899	0.668677	0.468761	0.961527	0.499258	1.861599	2.014279	0.924201	1.892077	2.012052	0.940372	2.028414	2.156152	0.940757	null	null	null
626	0.809358	1.097321	0.368788	Other	0.591642	0.772391	0.382994	0.793796	-0.088506	1.500033	1.867415	0.803267	1.497871	1.901459	0.787749	1.716291	2.102666	0.816245	0.583322	1.03404	0.564119
627	0.925144	0.918136	0.503788	Shared	1.044833	1.025634	0.509188	0.937322	0.863575	2.735545	2.741362	0.997878	2.804058	2.78623	1.006399	2.772926	2.773485	0.999798	null	null	null
628	1.012262	1.015201	0.498553	Shared	1.105437	1.09761	0.50354	0.878166	0.962945	null	null	null	null	null	null	null	null	null	null	null	null
629	1.18219	1.113666	0.528982	Shared	0.534073	0.518573	0.514511	0.989963	0.514467	1.860615	1.735166	1.072298	1.885706	1.781677	1.058388	1.86265	1.766041	1.054704	null	null	null
630	1.037988	1.009002	0.513963	Shared	1.114525	1.122526	0.496436	0.923396	0.959059	1.518567	1.602973	0.947344	1.162699	1.20863	0.961997	1.197874	1.232041	0.972268	null	null	null
631	1.057119	1.051606	0.502608	Shared	1.130697	1.122816	0.503485	0.902302	0.928381	1.905424	2.135198	0.892387	2.097817	2.307942	0.908956	2.162269	2.345756	0.921779	null	null	null
632	1.024623	0.963401	0.529876	Shared	0.598199	0.580478	0.514812	0.981203	0.524596	2.324088	2.267255	1.025067	2.305908	2.240484	1.029201	2.319819	2.264596	1.024385	null	null	null
633	1.06009	0.956166	0.549017	Shared	1.307903	1.318075	0.496141	0.820038	0.850202	1.291097	1.337572	0.965254	1.218204	1.254169	0.971324	1.214612	1.251547	0.970489	null	null	null
634	1.073858	1.061302	0.505846	Shared	1.138826	1.137584	0.500546	0.909829	0.961171	1.173177	1.16996	1.002749	0.887103	0.842659	1.052743	1.013459	0.967979	1.046984	null	null	null
635	0.776798	0.787719	0.493068	Shared	0.896139	0.892969	0.501769	0.959474	0.802007	2.423082	2.480982	0.976662	2.371629	2.408787	0.984574	2.41451	2.458071	0.982278	null	null	null
636	1.120977	1.010661	0.549205	Shared	1.239533	1.245003	0.497803	0.821595	0.909277	1.229502	1.311841	0.937234	1.073259	1.127586	0.95182	1.075135	1.131621	0.950084	null	null	null
637	1.003354	0.988985	0.507161	Shared	1.083252	1.087158	0.498204	0.946375	0.96924	1.558561	1.58039	0.986188	1.472792	1.387339	1.061595	1.680234	1.589537	1.057059	null	null	null
638	0.979224	0.954719	0.512513	Shared	0.592917	0.578011	0.51257	0.985843	0.546783	2.298551	2.322342	0.989756	2.355088	2.357575	0.998945	2.309039	2.32141	0.994671	null	null	null
639	1.025582	1.022709	0.501401	Shared	1.079502	1.08294	0.498412	0.939516	0.968127	1.182044	1.22516	0.964807	0.779602	0.813846	0.957923	0.873189	0.903483	0.966469	null	null	null
640	0.953044	0.871428	0.542818	Shared	0.772896	0.730412	0.527484	0.956118	0.650338	3.583651	3.376749	1.061273	3.604568	3.388446	1.063782	3.570657	3.380292	1.056316	null	null	null
641	1.011185	1.006376	0.502378	Shared	1.127654	1.122355	0.502349	0.896214	0.944254	null	null	null	null	null	null	null	null	null	null	null	null
642	1.02764	1.003172	0.511905	Shared	0.979471	0.982713	0.498351	0.97422	0.851522	2.112802	2.108217	1.002174	2.156085	2.136886	1.008984	2.142562	2.13305	1.004459	null	null	null
643	1.026582	1.02609	0.50024	Shared	1.08332	1.080462	0.501319	0.935938	0.9653	1.979761	2.006012	0.986914	1.701952	1.697073	1.002875	1.629398	1.616165	1.008188	null	null	null
644	1.120604	1.091744	0.512877	Shared	1.152258	1.152888	0.499727	0.922072	0.959722	null	null	null	null	null	null	null	null	null	null	null	null
645	1.054324	0.970146	0.539921	Shared	1.159688	1.142973	0.507207	0.667519	0.892182	1.220869	1.626394	0.75066	2.178908	2.726457	0.799172	2.167697	2.73018	0.793976	null	null	null
646	1.0986	1.075507	0.51051	Shared	1.202846	1.20283	0.500006	0.881381	0.953173	1.753467	1.937064	0.905219	2.14253	2.42432	0.883765	2.245847	2.48731	0.902922	null	null	null
647	0.923611	0.949669	0.48628	Shared	1.211176	1.207915	0.501346	0.90871	0.959226	null	null	null	null	null	null	null	null	null	null	null	null
648	1.050225	1.039587	0.505064	Shared	1.131004	1.119069	0.505277	0.934761	0.964723	2.157795	2.197015	0.982149	2.48421	2.569504	0.966805	2.63646	2.71181	0.972214	null	null	null
649	0.66699	1.373521	0.242803	Other	0.573304	0.724947	0.395411	-0.739995	-0.627634	1.237409	2.567349	0.481979	1.231167	2.563527	0.480263	1.240144	2.601566	0.476692	-0.365587	0.996179	-0.366989
650	1.118869	1.074573	0.519795	Shared	0.906673	0.89641	0.50566	0.983051	0.751784	2.407192	2.295285	1.048755	2.485408	2.384074	1.042504	2.507407	2.413289	1.039	null	null	null
651	1.071508	1.051617	0.509282	Shared	1.169301	1.174379	0.497838	0.902468	0.94909	3.87126	3.692915	1.048294	6.623013	6.750325	0.98114	6.668402	6.834594	0.975684	null	null	null
652	0.93675	0.657105	0.649264	Other	1.31866	1.284312	0.513024	0.370352	0.689149	0.477623	1.014262	0.470907	0.412925	0.863845	0.478009	0.397668	0.853383	0.46599	null	null	null
653	1.104449	1.094211	0.504635	Shared	1.201319	1.20983	0.496483	0.921052	0.954923	1.133814	1.191059	0.951937	0.877539	0.941922	0.931647	1.013591	1.081391	0.937303	null	null	null
654	1.139086	1.136295	0.501225	Shared	1.246295	1.226176	0.508072	0.988533	0.923687	1.566289	1.547823	1.01193	1.925595	1.90827	1.009079	1.920355	1.907967	1.006492	null	null	null
655	0.817699	0.745224	0.544317	Shared	1.427988	1.414608	0.504685	0.460339	0.653027	1.242686	1.45364	0.854878	1.507122	1.913645	0.787566	1.505334	1.937278	0.777036	null	null	null
656	1.341575	0.340881	0.872955	Other	0.902282	0.403888	0.776185	0.676927	0.008479	3.031998	1.387766	2.184805	3.04762	1.264678	2.409799	2.70181	1.047922	2.578256	null	null	null
657	1.013233	0.99759	0.50772	Shared	1.143709	1.141749	0.500857	0.930266	0.941461	1.970179	1.986077	0.991995	2.894792	2.901294	0.997759	2.945338	2.940626	1.001602	null	null	null
658	1.10574	1.021572	0.53806	Shared	0.575215	0.524758	0.543859	0.989005	0.519101	1.910514	1.895576	1.00788	1.909214	1.899489	1.00512	1.868172	1.843166	1.013567	null	null	null
659	0.991291	0.984769	0.50329	Shared	1.097616	1.094809	0.501279	0.941506	0.962327	1.353712	1.505293	0.899301	1.572064	1.76646	0.889952	1.587054	1.736162	0.914116	null	null	null
660	0.413594	1.358281	0.152249	Other	0.811657	1.02944	0.394222	-0.415804	0.07219	0.634015	2.444318	0.259383	0.614529	2.417409	0.25421	0.661815	2.42953	0.272405	-0.146098	0.973091	-0.150138
661	1.101056	1.102082	0.499535	Shared	0.97546	0.987122	0.494093	0.98482	0.813055	1.967992	2.000712	0.983646	2.00902	2.050338	0.979848	1.973846	2.018783	0.977741	null	null	null
662	1.343229	1.294788	0.518031	Shared	1.233695	1.224969	0.503537	0.806459	0.90528	1.17898	1.321448	0.892188	1.690435	1.991011	0.849034	1.685355	1.992162	0.845993	1.348085	1.669562	0.807448
663	1.337067	1.010171	0.622244	Other	0.727108	0.618226	0.574873	0.957527	0.584407	1.958351	1.501183	1.304539	1.890254	1.443009	1.30994	1.966105	1.514294	1.298364	null	null	null
664	0.979415	0.910889	0.534983	Shared	0.6561	0.619383	0.527981	0.98553	0.651277	2.649582	2.60298	1.017903	2.603062	2.545274	1.022704	2.619819	2.536237	1.032955	null	null	null
665	0.967895	0.992886	0.487415	Shared	0.593491	0.594991	0.49874	0.984853	0.456199	2.286976	2.333099	0.980231	2.30451	2.332382	0.98805	2.203973	2.231995	0.987445	null	null	null
666	1.017797	1.001065	0.508219	Shared	1.118153	1.116629	0.500681	0.926113	0.956714	1.49072	1.55667	0.957634	1.107443	1.149415	0.963484	1.09443	1.126619	0.971429	null	null	null
667	1.029519	0.976614	0.525694	Shared	0.594821	0.537928	0.547823	0.957474	0.308237	2.805454	2.51529	1.11536	2.802801	2.506949	1.118013	2.607018	2.317366	1.124992	null	null	null
668	1.182098	1.140838	0.517452	Shared	1.283318	1.266228	0.506658	0.873533	0.926091	1.319174	1.421653	0.927915	1.352062	1.454447	0.929605	1.366633	1.46488	0.932932	null	null	null
669	1.103536	1.110392	0.496913	Shared	1.161463	1.163735	0.499024	0.921333	0.945577	1.448167	1.559782	0.928442	1.293548	1.309708	0.987661	1.30038	1.299767	1.000472	null	null	null
670	1.123354	1.097655	0.511438	Shared	1.190182	1.190167	0.500006	0.859777	0.94342	1.217353	1.347351	0.903516	0.982933	1.051903	0.934433	1.035951	1.105252	0.937299	null	null	null
671	1.023878	0.9395	0.541205	Shared	0.540591	0.495765	0.54146	0.952024	0.415986	2.397214	2.61188	0.917812	2.436419	2.669224	0.912782	2.625273	2.846711	0.922213	null	null	null
672	1.175368	1.143534	0.513542	Shared	0.668891	0.614088	0.540965	0.976566	0.527677	1.699585	1.70201	0.998575	1.774281	1.708424	1.038548	1.743639	1.672865	1.042307	null	null	null
673	1.062638	1.045865	0.507892	Shared	1.350372	1.336148	0.505267	0.903186	0.930241	1.263615	1.313234	0.962216	1.116288	1.151834	0.969139	1.11504	1.151795	0.968089	null	null	null
674	1.286454	1.162356	0.548233	Shared	1.226027	1.250068	0.490384	0.540009	0.848746	0.771666	1.159925	0.665272	0.510907	0.680116	0.751206	0.454852	0.630381	0.721552	null	null	null
675	1.194706	1.024161	0.571375	Shared	1.262498	1.236434	0.510322	0.782879	0.836069	1.310366	1.334798	0.981696	1.246234	1.269206	0.981901	1.245028	1.274495	0.976879	null	null	null
676	1.152363	1.107084	0.519646	Shared	0.940983	0.946555	0.497057	0.957156	0.795723	1.970428	2.005339	0.982591	1.929617	1.960655	0.98417	1.905361	1.929017	0.987737	null	null	null
677	1.031873	1.026029	0.502832	Shared	1.122572	1.112399	0.504531	0.930794	0.941183	1.463472	1.532946	0.95468	1.002091	1.050461	0.953954	0.919637	0.988396	0.930434	0.474715	0.517515	0.917298
678	1.040259	1.038481	0.500854	Shared	1.13768	1.131328	0.502792	0.924458	0.962417	2.048393	2.153952	0.950993	2.499108	2.980709	0.838427	2.504202	3.037439	0.824445	null	null	null
679	0.986401	1.047963	0.470628	Shared	0.999195	1.029297	0.485377	0.953905	0.791729	2.221502	2.332744	0.952313	2.177426	2.239889	0.972113	2.173856	2.234702	0.972772	null	null	null
680	1.018713	0.998044	0.510145	Shared	1.120995	1.125385	0.49805	0.888135	0.954218	1.28341	1.398468	0.917725	1.519878	1.725611	0.880777	1.596225	1.800671	0.886461	null	null	null
681	1.057824	1.039656	0.508587	Shared	0.723128	0.708074	0.510409	0.992604	0.748218	1.793577	1.765012	1.016184	1.788288	1.764287	1.013604	1.817758	1.786116	1.017715	null	null	null
682	0.931924	0.952519	0.489189	Shared	0.569913	0.60151	0.473735	0.986249	0.540884	2.598449	2.669109	0.973527	2.599789	2.663434	0.976104	2.566209	2.619632	0.979607	null	null	null
683	0.912591	0.989391	0.461188	Shared	0.545042	0.605839	0.449824	0.97399	0.465484	2.117503	2.263705	0.935415	2.148074	2.280807	0.941805	1.970961	2.102031	0.937646	null	null	null
684	0.973792	0.991555	0.491043	Shared	0.514462	0.541726	0.474836	0.989653	0.509674	1.858728	1.897126	0.97976	1.895929	1.920975	0.986961	1.81549	1.822261	0.996284	null	null	null
685	1.070605	1.079084	0.496071	Shared	1.154548	1.153659	0.500385	0.938146	0.959163	1.422646	1.492265	0.953347	0.88303	0.939493	0.9399	0.882191	0.93892	0.939581	null	null	null
686	0.912452	0.945525	0.482511	Shared	0.802578	0.786627	0.509937	0.906687	0.604352	2.875407	2.941685	0.97747	2.81801	2.823562	0.998033	2.906248	2.904445	1.000621	null	null	null
687	0.93011	0.782591	0.579302	Shared	1.133171	1.118125	0.506639	0.636563	0.697975	1.872314	2.426218	0.771701	1.796992	2.306676	0.779039	1.790525	2.301949	0.77783	null	null	null
688	1.027462	1.033928	0.496873	Shared	1.150881	1.151748	0.499624	0.925481	0.962158	1.154034	1.224209	0.942678	0.984429	0.994613	0.989761	0.969692	0.983649	0.985811	null	null	null
689	0.911544	0.88753	0.513172	Shared	0.596857	0.602102	0.495644	0.98742	0.534998	2.509401	2.5382	0.988654	2.520558	2.547174	0.98955	2.508685	2.489335	1.007773	null	null	null
690	0.700116	0.845475	0.414037	Shared	1.219109	1.266447	0.481311	-0.03215	0.262439	-0.423211	1.034153	-0.409234	-0.385729	0.98051	-0.393396	-0.376087	0.972373	-0.386772	0.010859	0.946358	0.011474
691	1.034248	1.024158	0.504878	Shared	1.075295	1.089525	0.49347	0.944936	0.823589	1.939741	1.975911	0.981695	1.792454	1.845634	0.971186	1.787204	1.850335	0.965881	null	null	null
692	1.016402	0.961973	0.526775	Shared	1.053815	1.049351	0.502118	0.829756	0.937531	3.064955	3.049538	1.005055	4.664557	4.534545	1.028672	4.465436	4.296626	1.039289	null	null	null
693	0.980676	0.982461	0.499092	Shared	1.062796	1.0659	0.498544	0.928716	0.96257	3.385632	3.147215	1.075755	3.047019	2.814016	1.082801	2.636229	2.541027	1.037466	null	null	null
694	0.971194	0.843032	0.565981	Shared	0.721664	0.642804	0.554638	0.947253	0.469553	3.685197	3.605784	1.022024	3.710995	3.593387	1.032729	3.704696	3.55348	1.042554	null	null	null
695	1.089351	1.074607	0.506767	Shared	1.128044	1.127096	0.50042	0.899474	0.950966	1.278241	1.383112	0.924178	1.369279	1.541124	0.888494	1.452263	1.612305	0.900737	null	null	null
696	0.763841	0.868785	0.439603	Shared	0.572772	0.688874	0.415731	0.969457	0.542053	2.744848	2.984916	0.919573	2.719437	2.929867	0.928178	2.767159	2.952134	0.937342	null	null	null
697	1.073803	1.041541	0.515022	Shared	1.155906	1.148938	0.503014	0.914159	0.951869	1.346692	1.366433	0.985553	1.246918	1.24998	0.99755	1.300071	1.307071	0.994645	null	null	null
698	1.112699	0.912519	0.589952	Shared	1.298392	1.262589	0.513787	0.429339	0.758244	1.029426	1.188213	0.866364	1.219674	1.504514	0.810677	1.178855	1.47086	0.801473	null	null	null
699	1.140956	1.080932	0.526304	Shared	0.565048	0.543071	0.519448	0.987237	0.439721	2.274049	2.083123	1.091654	2.261961	2.112236	1.070884	2.19904	2.061292	1.066826	null	null	null

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