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 ⌀
300	1.092582	0.736367	0.663015	Other	1.364806	1.360662	0.501518	0.326589	0.581788	1.384076	1.832158	0.755435	1.436774	1.85087	0.77627	1.459518	1.874912	0.778446	null	null	null
301	1.065265	1.063862	0.500658	Shared	1.139445	1.139802	0.499843	0.922723	0.952945	2.188821	2.393354	0.914541	1.999944	1.960092	1.020332	2.184667	2.171577	1.006028	null	null	null
302	0.890711	0.840694	0.528077	Shared	0.894488	0.865785	0.516045	0.95121	0.817808	2.726699	2.699266	1.010163	2.695091	2.65136	1.016494	2.67109	2.599515	1.027534	null	null	null
303	0.874217	0.835138	0.522351	Shared	1.094546	1.103443	0.495968	0.953035	0.859491	2.54924	2.525378	1.009449	2.571576	2.510642	1.02427	2.576047	2.511527	1.025689	null	null	null
304	0.867748	0.885194	0.490146	Shared	0.615583	0.62233	0.494579	0.972106	0.55058	3.262347	3.221412	1.012707	3.325656	3.275569	1.015291	3.328626	3.33382	0.998442	null	null	null
305	1.060145	1.061868	0.499189	Shared	1.200356	1.202171	0.499245	0.901138	0.931245	1.187607	1.285457	0.923879	0.795014	0.825395	0.963192	0.865081	0.891235	0.970654	null	null	null
306	1.068672	1.069314	0.4997	Shared	1.14282	1.125227	0.507697	0.922964	0.953762	1.818546	1.961608	0.927069	1.442518	1.5991	0.902081	1.395206	1.532785	0.910243	null	null	null
307	1.083883	1.051224	0.515066	Shared	1.175017	1.177617	0.498896	0.867193	0.925036	2.167733	1.637928	1.323461	2.07355	1.8791	1.10348	2.088836	1.902603	1.097883	null	null	null
308	1.399512	1.442575	0.485074	Shared	0.408225	0.412961	0.494266	0.994942	0.763174	1.23068	1.259902	0.976806	1.245413	1.271138	0.979763	1.285885	1.305566	0.984925	null	null	null
309	1.061591	1.040782	0.509801	Shared	1.121672	1.119275	0.501068	0.895753	0.955337	1.485851	1.565709	0.948995	1.389833	1.476726	0.941158	1.419116	1.504998	0.942936	null	null	null
310	1.163032	1.125278	0.516231	Shared	0.661099	0.646877	0.510756	0.988835	0.503515	1.918594	1.92456	0.9969	1.911946	1.909935	1.001053	1.884238	1.877405	1.00364	null	null	null
311	0.827304	0.832087	0.497126	Shared	0.648466	0.641652	0.505254	0.933416	0.225048	2.782551	2.672834	1.041049	2.850443	2.737476	1.041267	2.633436	2.547046	1.033918	null	null	null
312	0.994394	0.984619	0.504915	Shared	1.105414	1.099745	0.502564	0.93146	0.950855	2.452157	2.338541	1.048584	3.887386	3.9303	0.989081	4.099885	4.080565	1.004735	null	null	null
313	1.063128	1.059453	0.501729	Shared	1.103414	1.111283	0.496459	0.937324	0.966953	1.650592	1.676283	0.984674	2.001424	2.016418	0.992564	2.13369	2.137246	0.998336	null	null	null
314	1.046423	0.847231	0.595178	Shared	1.323201	1.29179	0.511869	0.517446	0.804137	1.315078	1.522298	0.863877	1.565912	1.90562	0.821734	1.561948	1.921743	0.812777	null	null	null
315	0.902753	0.926592	0.487136	Shared	0.550692	0.59671	0.46144	0.984183	0.462169	2.150034	2.211383	0.972257	2.133065	2.182705	0.977258	2.206357	2.315102	0.953028	null	null	null
316	1.004527	1.009494	0.49754	Shared	1.106764	1.105884	0.500398	0.844193	0.961843	2.304682	2.756907	0.835967	1.772886	2.20314	0.804709	1.685491	2.076268	0.811789	0.308243	0.446233	0.690766
317	0.972529	0.96965	0.50148	Shared	1.017699	1.026248	0.495835	0.933773	0.974008	1.581691	1.720561	0.919288	0.857638	0.966031	0.887795	0.896882	1.028134	0.872339	null	null	null
318	0.916903	0.956163	0.47947	Shared	1.338235	1.355647	0.493578	0.891247	0.889701	1.901484	1.945748	0.977251	1.829479	1.8292	1.000153	1.855907	1.854286	1.000874	null	null	null
319	1.077121	1.011433	0.530492	Shared	1.36118	1.359884	0.500476	0.910247	0.946715	1.37526	1.366793	1.006195	1.003719	0.932258	1.076653	1.024731	0.948838	1.079986	null	null	null
320	0.861516	0.96178	0.447876	Shared	0.624843	0.707372	0.441665	0.953179	0.533349	2.258997	2.540422	0.889221	2.278039	2.561327	0.889398	2.333287	2.58531	0.902517	null	null	null
321	1.077627	1.06801	0.504462	Shared	1.141245	1.15053	0.495965	0.92401	0.942898	2.074808	2.155992	0.962345	2.574244	2.65183	0.970742	2.549302	2.632989	0.968216	null	null	null
322	1.06442	1.048382	0.507534	Shared	1.132534	1.137034	0.498021	0.920577	0.938301	1.263448	1.321813	0.955845	0.888962	0.902922	0.98454	0.923232	0.940422	0.981721	null	null	null
323	1.035123	1.034729	0.50019	Shared	1.146853	1.136309	0.504597	0.846461	0.924882	1.166869	1.33558	0.873679	0.744854	0.774668	0.961514	0.730118	0.774621	0.942549	null	null	null
324	1.002104	0.998463	0.501817	Shared	1.075715	1.08191	0.497137	0.949847	0.963053	1.345038	1.401733	0.959554	0.85178	0.94579	0.900602	0.846377	0.92996	0.910122	null	null	null
325	0.991718	0.918076	0.537129	Shared	0.708859	0.648038	0.542901	0.969134	0.684821	2.158769	2.034751	1.06095	2.186292	1.978837	1.104837	2.130133	1.936536	1.099971	null	null	null
326	1.126972	1.098032	0.51284	Shared	1.182863	1.186105	0.498633	0.916308	0.949289	1.37559	1.425693	0.964857	1.441744	1.426141	1.010941	1.478706	1.467876	1.007379	null	null	null
327	0.941352	0.926021	0.508143	Shared	0.758291	0.750524	0.505121	0.96973	0.670592	2.627829	2.624407	1.001304	2.532534	2.524096	1.003343	2.54538	2.522344	1.009133	null	null	null
328	0.939288	0.922225	0.509083	Shared	1.004732	1.009821	0.49748	0.895199	0.773995	1.741662	1.824363	0.954669	1.5085	1.550647	0.972819	1.701004	1.727013	0.98494	null	null	null
329	0.988774	0.944813	0.52223	Shared	1.314912	1.332354	0.493454	0.802391	0.860601	1.476932	1.592023	0.927707	1.523917	1.618412	0.941612	1.514111	1.615136	0.937451	null	null	null
330	0.985411	0.902437	0.542101	Shared	0.618468	0.588141	0.524518	0.953306	0.515606	2.849434	2.82314	1.009314	2.791971	2.786623	1.001919	2.994276	3.00266	0.997208	null	null	null
331	0.868244	0.914631	0.474642	Shared	0.583423	0.63691	0.458011	0.975685	0.538524	2.525078	2.650936	0.952523	2.522794	2.641354	0.955114	2.513016	2.583545	0.972701	null	null	null
332	1.1019	1.095595	0.502861	Shared	1.297861	1.293608	0.501638	0.88563	0.935907	1.506608	1.556457	0.967973	1.294214	1.328485	0.974203	1.384312	1.403724	0.986171	null	null	null
333	0.859303	0.885077	0.48544	Shared	0.737518	0.764291	0.482485	0.884484	0.328231	3.839751	3.982053	0.964264	3.854817	4.008267	0.961717	3.714144	3.754638	0.989215	0.873793	1.026217	0.851471
334	1.041504	1.04306	0.499254	Shared	1.175043	1.176455	0.4994	0.914403	0.941287	4.280767	4.081699	1.048771	8.700517	8.850427	0.983062	8.926133	9.170139	0.973391	null	null	null
335	0.875089	0.855912	0.510957	Shared	0.603375	0.602344	0.500855	0.982043	0.608944	2.643606	2.661359	0.993329	2.710242	2.721581	0.995834	2.671708	2.651347	1.00768	null	null	null
336	0.932944	0.895007	0.520332	Shared	1.121387	1.113945	0.503318	0.913837	0.894118	2.121101	2.189935	0.968568	2.064195	2.130602	0.968832	2.070805	2.132469	0.971083	null	null	null
337	1.037475	1.039371	0.499088	Shared	1.11166	1.121543	0.495594	0.918968	0.95179	1.275955	1.346058	0.94792	0.911876	0.989306	0.921733	0.946005	1.02667	0.921431	null	null	null
338	1.001402	1.013283	0.494137	Shared	1.098248	1.102717	0.497974	0.887187	0.956602	1.180022	1.316141	0.896577	0.681235	0.731183	0.931689	0.684154	0.752353	0.909352	null	null	null
339	1.134356	1.094043	0.517769	Shared	1.297952	1.288301	0.503718	0.90984	0.927571	1.483462	1.55023	0.956931	1.557021	1.657985	0.939104	1.576891	1.6747	0.941596	null	null	null
340	0.982162	1.025273	0.478976	Shared	0.702244	0.71407	0.491719	0.94033	0.521343	2.912855	2.856866	1.019598	2.902183	2.833493	1.024242	2.86206	2.815779	1.016436	null	null	null
341	1.012979	0.913281	0.549211	Shared	1.320151	1.283591	0.513847	0.629463	0.846427	0.887714	1.255258	0.707197	0.736712	1.04902	0.702285	0.770167	1.078997	0.713781	null	null	null
342	1.138425	1.067786	0.531025	Shared	1.03872	1.015524	0.511166	0.974196	0.84497	2.27116	2.20978	1.027777	2.19232	2.122699	1.032798	2.197092	2.131833	1.030611	null	null	null
343	0.988366	0.961552	0.513565	Shared	1.098561	1.103238	0.49788	0.862694	0.956645	5.485053	5.103789	1.074702	7.781346	7.997133	0.973017	7.951161	8.216401	0.967718	null	null	null
344	1.02057	0.935009	0.541918	Shared	1.029661	0.965145	0.531328	0.943	0.794533	2.55637	2.519837	1.014498	2.40033	2.331775	1.0294	2.395241	2.314587	1.034846	0.87325	0.811937	1.075515
345	0.955077	0.8998	0.528939	Shared	0.605106	0.578535	0.521955	0.968162	0.295861	2.56294	2.614492	0.980282	2.57196	2.605433	0.987153	2.373192	2.368646	1.001919	null	null	null
346	1.052565	1.052615	0.499976	Shared	1.16926	1.156607	0.505411	0.890423	0.945958	1.38407	1.514669	0.913777	1.368035	1.593028	0.858764	1.333768	1.557994	0.856081	null	null	null
347	1.289907	1.236353	0.520759	Shared	0.878844	0.870998	0.504463	0.989207	0.767909	1.669804	1.606278	1.039549	1.60094	1.542824	1.037668	1.6071	1.551359	1.03593	null	null	null
348	1.041678	1.026886	0.5071	Shared	1.151331	1.158306	0.496989	0.934793	0.958166	1.56295	1.630317	0.958679	1.530144	1.676729	0.912577	1.62707	1.775844	0.916224	null	null	null
349	0.980124	0.970507	0.504906	Shared	1.119255	1.123574	0.498078	0.868455	0.952507	1.456273	1.507066	0.966297	1.389925	1.583098	0.877978	1.402285	1.599939	0.876462	null	null	null
350	1.004624	0.993006	0.505782	Shared	1.089483	1.096218	0.496928	0.899309	0.958919	0.44218	0.657896	0.672112	0.299244	0.279099	1.072181	0.397517	0.407417	0.975701	null	null	null
351	1.050624	1.037557	0.506218	Shared	1.132031	1.136186	0.498172	0.928323	0.962121	1.272265	1.295423	0.982124	0.913812	0.915569	0.998081	1.035794	1.025447	1.01009	null	null	null
352	0.968167	0.968689	0.499731	Shared	1.060025	1.057224	0.501321	0.931538	0.97	null	null	null	null	null	null	null	null	null	null	null	null
353	0.925476	0.897676	0.515019	Shared	0.62133	0.616258	0.504082	0.979369	0.44947	2.731156	2.736992	0.997868	2.748019	2.750708	0.999022	2.792659	2.765755	1.009727	null	null	null
354	0.889782	0.838238	0.528965	Shared	0.973093	0.97077	0.501194	0.88123	0.805366	2.690649	2.607999	1.031691	2.598125	2.496269	1.040803	2.592781	2.483094	1.044174	null	null	null
355	0.887064	0.937629	0.473036	Shared	1.088356	1.099398	0.494978	0.91994	0.908756	2.193094	2.394094	0.916043	2.192655	2.37694	0.922469	2.201366	2.372509	0.927864	null	null	null
356	0.954804	0.942883	0.506243	Shared	0.748931	0.738005	0.507295	0.972358	0.645441	2.474226	2.568189	0.963413	2.53891	2.627994	0.966102	2.551414	2.612471	0.976629	null	null	null
357	0.87066	0.831854	0.522285	Shared	0.653328	0.623922	0.522505	0.978554	0.490043	2.925411	2.776427	1.05366	2.971857	2.832133	1.049335	2.852237	2.764425	1.031765	null	null	null
358	1.030146	1.031663	0.499265	Shared	1.085447	1.082451	0.50138	0.947278	0.967534	2.982341	3.046606	0.978906	3.750077	3.898312	0.961975	3.834191	3.951921	0.97021	null	null	null
359	1.614002	1.712807	0.471157	Shared	0.479324	0.492004	0.487114	0.986869	0.594863	1.473522	1.452713	1.014324	1.466738	1.450663	1.011081	1.47004	1.45177	1.012585	null	null	null
360	1.087723	1.087195	0.500243	Shared	1.170557	1.169884	0.500287	0.912912	0.960101	1.378271	1.455287	0.947078	1.120232	1.156171	0.968915	1.118729	1.151221	0.971776	null	null	null
361	1.004028	0.993671	0.505158	Shared	1.095973	1.095356	0.500282	0.932707	0.957886	1.640046	1.728141	0.949023	1.457387	1.560445	0.933956	1.588453	1.689147	0.940387	null	null	null
362	0.988789	0.92549	0.532009	Shared	0.5916	0.557128	0.529134	0.955506	0.500441	2.74005	2.721076	1.006973	2.726233	2.693296	1.012229	2.724468	2.709343	1.005582	null	null	null
363	1.035971	1.032397	0.501725	Shared	1.097289	1.095948	0.500611	0.95452	0.972831	null	null	null	null	null	null	null	null	null	null	null	null
364	0.952709	0.911567	0.521592	Shared	0.958724	0.946761	0.506239	0.953135	0.812181	2.213014	2.202922	1.004581	2.126434	2.11161	1.00702	2.147163	2.130537	1.007804	null	null	null
365	1.021288	1.032372	0.494632	Shared	1.088065	1.08285	0.502396	0.939796	0.970362	1.770323	1.9349	0.914943	1.890257	2.061877	0.916765	1.999475	2.161616	0.924991	null	null	null
366	0.898008	0.885704	0.506851	Shared	0.566249	0.562609	0.503214	0.985227	0.405013	2.302673	2.371626	0.970926	2.308275	2.369126	0.974315	2.323704	2.34466	0.991062	null	null	null
367	1.141606	0.869554	0.619153	Other	1.025034	0.954868	0.534227	0.889283	0.687482	2.631824	2.316544	1.136099	2.642341	2.30956	1.144088	2.667315	2.333061	1.143268	null	null	null
368	1.02865	1.059322	0.485523	Shared	0.769022	0.787045	0.48855	0.934625	0.507887	2.746735	2.821682	0.973439	2.713051	2.79388	0.971069	2.686192	2.758447	0.973806	null	null	null
369	1.029958	1.00972	0.509825	Shared	1.127385	1.122963	0.501961	0.929714	0.952987	2.230355	2.052626	1.086586	2.832953	2.977941	0.951312	2.976788	3.183927	0.934942	null	null	null
370	0.996534	0.990787	0.502883	Shared	1.033974	1.036952	0.498564	0.963967	0.976596	1.951603	1.869567	1.04388	1.501719	1.493335	1.005615	1.523569	1.540754	0.988846	null	null	null
371	0.961584	0.973617	0.49382	Shared	1.062473	1.067747	0.49753	0.91345	0.962971	1.260585	1.331328	0.946863	0.84899	0.906809	0.93624	0.854248	0.90327	0.945728	null	null	null
372	1.007103	1.025059	0.491241	Shared	1.089867	1.094891	0.497706	0.910157	0.961841	1.578378	1.680488	0.939238	1.083901	1.035599	1.046642	1.22281	1.155016	1.058695	null	null	null
373	0.997158	0.995988	0.500587	Shared	1.102328	1.097806	0.502051	0.942341	0.966257	2.490566	2.383662	1.044849	3.038825	3.175534	0.956949	3.149241	3.306652	0.952396	null	null	null
374	1.570244	1.694282	0.463395	Shared	0.54127	0.538784	0.502297	0.993971	0.451067	1.298372	1.249233	1.039336	1.317938	1.248445	1.055664	1.311491	1.242352	1.055652	null	null	null
375	0.936216	0.907091	0.515555	Shared	0.936916	0.919606	0.509238	0.965309	0.887082	2.465317	2.474417	0.996322	2.466895	2.475066	0.996699	2.512258	2.499244	1.005207	null	null	null
376	0.930009	0.959868	0.484446	Shared	1.102362	1.106483	0.498138	0.889664	0.967256	null	null	null	null	null	null	null	null	null	null	null	null
377	0.998364	1.002435	0.497969	Shared	1.13281	1.132486	0.500143	0.925381	0.961772	1.638484	1.73489	0.944431	2.008016	2.119499	0.947401	1.995818	2.109423	0.946144	null	null	null
378	1.016205	1.017903	0.499166	Shared	1.330817	1.307837	0.508634	0.930259	0.919886	1.975603	2.081433	0.949155	2.928276	3.113839	0.940407	2.922028	3.103849	0.941421	null	null	null
379	1.182585	1.101598	0.534241	Shared	1.278923	1.285718	0.497358	0.958809	0.912273	1.546106	1.518815	1.017969	1.293729	1.282032	1.009124	1.314152	1.298016	1.012431	null	null	null
380	1.054367	1.033611	0.509843	Shared	1.210816	1.199571	0.504643	0.860273	0.924174	1.182141	1.204012	0.981835	3.146796	3.009423	1.045648	3.055459	2.964201	1.030787	null	null	null
381	1.023574	1.032184	0.495829	Shared	1.09688	1.10042	0.498392	0.92821	0.960265	1.498557	1.535745	0.975785	1.40791	1.537346	0.915805	1.394059	1.523193	0.915222	null	null	null
382	0.977156	0.971442	0.502923	Shared	1.059417	1.068622	0.495694	0.938418	0.961266	1.971612	1.976815	0.997368	1.9107	1.992221	0.95908	1.916348	2.063258	0.928797	null	null	null
383	0.873067	0.872644	0.500242	Shared	1.192911	1.193649	0.499691	0.967426	0.926332	1.732021	1.723833	1.00475	1.628898	1.595926	1.02066	1.640336	1.643166	0.998278	null	null	null
384	0.953138	0.979866	0.486362	Shared	0.771393	0.771292	0.500066	0.903447	0.663261	2.262386	2.267836	0.997597	2.187395	2.165077	1.010308	2.159616	2.128807	1.014472	null	null	null
385	0.978906	0.863679	0.558855	Shared	1.23639	1.213025	0.509449	0.944095	0.886937	1.965877	1.833349	1.072287	2.185871	1.961337	1.11448	2.191153	1.970896	1.111755	null	null	null
386	1.025373	1.027905	0.498768	Shared	0.860709	0.8707	0.494263	0.951126	0.790877	2.263767	2.236432	1.012223	2.187766	2.146001	1.019462	2.242369	2.225728	1.007477	null	null	null
387	0.977191	0.986791	0.495136	Shared	1.114934	1.111087	0.501726	0.903327	0.949619	1.632282	1.770051	0.922167	1.640029	1.813538	0.904326	1.56924	1.747309	0.89809	null	null	null
388	0.753174	0.865571	0.435073	Shared	0.601892	0.664187	0.453104	0.97089	0.313221	3.339492	3.575675	0.933947	3.371542	3.608299	0.934386	3.393579	3.600929	0.942418	null	null	null
389	0.959948	0.920912	0.520332	Shared	0.657554	0.622493	0.526661	0.944858	0.417126	2.493226	2.742106	0.909238	2.497452	2.762618	0.904016	2.625605	2.862474	0.91725	null	null	null
390	0.939073	0.958237	0.49	Shared	1.387673	1.399488	0.495779	0.799241	0.850391	1.361214	1.590129	0.85604	1.130554	1.209589	0.934659	1.147135	1.210856	0.947375	null	null	null
391	1.289783	1.291036	0.499515	Shared	0.685775	0.663333	0.516363	0.987124	0.5166	1.892625	1.889715	1.00154	1.880022	1.87765	1.001263	1.869948	1.872246	0.998773	null	null	null
392	0.988381	0.995681	0.496335	Shared	1.011164	1.01845	0.496423	0.829287	0.779546	2.62579	2.762038	0.950671	2.614075	2.735466	0.955623	2.567214	2.7135	0.946089	null	null	null
393	1.02777	1.022229	0.502696	Shared	1.091331	1.091565	0.499893	0.915098	0.961533	1.427751	1.448592	0.985613	1.329164	1.312413	1.012763	1.389173	1.369789	1.014151	null	null	null
394	1.190324	1.128469	0.525982	Shared	0.770274	0.596582	0.612747	0.513024	0.35508	-0.609306	-0.192893	3.158773	-0.654696	-0.299044	2.189294	-0.746651	-0.424362	1.759467	null	null	null
395	1.016754	1.020129	0.498346	Shared	1.098364	1.094769	0.501636	0.918276	0.96171	1.422119	1.576971	0.901804	1.15193	1.254893	0.917951	1.109583	1.197147	0.926856	0.645049	0.677922	0.951508
396	1.01435	1.013655	0.500343	Shared	1.103499	1.096469	0.503185	0.890034	0.948956	1.450295	1.516428	0.956388	1.11479	1.233182	0.903994	1.140029	1.286371	0.886236	null	null	null
397	1.094752	0.949417	0.566378	Shared	1.24685	1.240985	0.502352	0.804912	0.844596	1.220453	1.296189	0.94157	1.087084	1.093042	0.994549	1.103021	1.098077	1.004503	null	null	null
398	0.856907	0.782878	0.543195	Shared	0.88977	0.844223	0.525595	0.927248	0.591862	3.926972	3.519349	1.115823	4.006617	3.589859	1.116093	3.889543	3.51437	1.106754	null	null	null
399	1.037454	1.014881	0.510879	Shared	1.101354	1.109421	0.496365	0.920179	0.959008	1.780251	1.829641	0.973006	1.936385	2.243678	0.86304	1.904777	2.212036	0.861097	null	null	null

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