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 ⌀
400	1.151577	1.109987	0.518058	Shared	0.711588	0.665221	0.53258	0.966343	0.639503	2.324813	2.278279	1.020425	2.307457	2.274216	1.014617	2.226844	2.165441	1.028356	null	null	null
401	1.055616	1.072132	0.492298	Shared	1.174048	1.182129	0.496582	0.872789	0.93829	2.165369	2.333722	0.927861	3.290516	3.853359	0.853935	3.283477	3.834132	0.856381	null	null	null
402	1.018667	1.007657	0.505404	Shared	1.091134	1.07685	0.506545	0.940869	0.971341	null	null	null	null	null	null	null	null	null	null	null	null
403	0.855987	0.903403	0.473757	Shared	1.098754	1.095715	0.501383	0.888727	0.882804	2.225353	2.376416	0.936432	2.160989	2.287461	0.944711	2.12384	2.24117	0.947648	null	null	null
404	0.878473	0.942402	0.466082	Shared	0.738784	0.758557	0.486967	0.958102	0.597793	2.540195	2.689255	0.944572	2.520172	2.640323	0.954494	2.464329	2.573416	0.95761	null	null	null
405	0.953718	0.900505	0.527898	Shared	1.362377	1.33189	0.511189	0.882356	0.896342	1.615067	1.634554	0.988078	1.421174	1.375733	1.03303	1.42956	1.401921	1.019715	null	null	null
406	1.03792	1.026139	0.505676	Shared	1.132303	1.138166	0.497425	0.907486	0.941798	1.139116	1.201129	0.948371	0.728679	0.747917	0.974278	0.777948	0.812774	0.957152	null	null	null
407	1.043564	1.092514	0.477598	Shared	1.133242	1.173416	0.482882	0.529571	0.809672	1.867875	2.493097	0.749218	2.025515	6.562674	0.308642	2.088112	6.640354	0.314458	null	null	null
408	1.053969	0.990107	0.530296	Shared	0.654076	0.621788	0.524682	0.984935	0.645429	1.791662	1.771039	1.011644	1.814982	1.792027	1.01281	1.897919	1.844398	1.029018	null	null	null
409	0.916661	0.956818	0.479016	Shared	1.186638	1.211006	0.489939	0.898538	0.873019	2.174915	2.263928	0.960682	2.092849	2.172253	0.963446	2.078179	2.161986	0.961236	null	null	null
410	1.050135	1.032047	0.508612	Shared	1.398195	1.407759	0.496603	0.89219	0.94201	1.819113	1.920182	0.947364	1.822639	1.906508	0.956009	1.896532	1.96049	0.967377	null	null	null
411	1.053637	1.027426	0.512439	Shared	1.116642	1.127461	0.495202	0.908592	0.962909	1.190115	1.286269	0.925246	0.827591	0.895261	0.924413	0.851633	0.924469	0.921213	null	null	null
412	1.335071	0.870025	0.674165	Other	0.816703	0.747063	0.542634	0.275792	0.290652	-0.808769	-0.12139	6.662574	-0.826268	-0.163656	5.0488	-0.647943	-0.056447	11.478802	null	null	null
413	0.847662	0.629687	0.628574	Other	1.192054	1.266929	0.47045	0.029571	0.429026	0.428941	1.574653	0.272404	0.384234	1.513435	0.253882	0.600928	1.649471	0.364316	null	null	null
414	0.985548	0.96923	0.508278	Shared	1.044789	1.045761	0.499535	0.949311	0.973519	1.894199	1.916182	0.988528	1.887376	1.973189	0.95651	2.005436	2.086148	0.96131	null	null	null
415	1.332645	1.263883	0.525799	Shared	0.633018	0.612071	0.516546	0.994893	0.602563	1.626558	1.587923	1.02433	1.61332	1.583928	1.018556	1.626438	1.596878	1.018511	null	null	null
416	0.871728	0.868257	0.501991	Shared	0.981266	1.014258	0.483736	0.920559	0.742175	3.075858	3.139879	0.97961	2.965831	3.007519	0.986139	2.970577	3.012637	0.986039	null	null	null
417	1.1996	1.149481	0.52089	Shared	1.224475	1.234548	0.49592	0.882187	0.935086	1.291776	1.336595	0.966467	1.326276	1.373956	0.965297	1.328251	1.373571	0.967005	null	null	null
418	1.034205	1.027842	0.503076	Shared	1.080753	1.087198	0.497036	0.931569	0.961445	null	null	null	null	null	null	null	null	null	null	null	null
419	1.053803	1.080239	0.487764	Shared	1.259447	1.238143	0.508458	0.98196	0.932607	1.642616	1.64135	1.000771	1.626338	1.624921	1.000872	1.638268	1.645575	0.995559	null	null	null
420	1.001979	0.996647	0.502661	Shared	1.114331	1.114384	0.499976	0.913663	0.932987	1.669441	1.725728	0.967384	1.702888	1.858996	0.916026	1.71861	1.861245	0.923365	null	null	null
421	1.113539	1.104113	0.504233	Shared	1.23165	1.24173	0.495941	0.883515	0.938888	1.318685	1.404572	0.938852	1.268456	1.269467	0.999204	1.300159	1.304579	0.996612	null	null	null
422	1.047563	0.973683	0.535263	Shared	0.983204	0.986286	0.498438	0.977536	0.803365	2.410152	2.351067	1.025131	2.560242	2.515119	1.017941	2.524315	2.498116	1.010488	null	null	null
423	1.107228	1.062625	0.520142	Shared	0.742205	0.731213	0.507405	0.981987	0.421895	2.758357	2.720235	1.014014	2.73284	2.692624	1.014936	2.681145	2.64492	1.013696	null	null	null
424	0.87985	0.879367	0.500274	Shared	0.731359	0.698139	0.522711	0.935994	0.347262	3.477146	3.525469	0.986293	3.430232	3.469058	0.988808	3.388912	3.42685	0.988929	null	null	null
425	1.021985	0.960654	0.530006	Shared	0.595873	0.579099	0.514075	0.949626	0.327981	2.753951	2.476228	1.112156	2.763648	2.485845	1.111754	2.57349	2.34994	1.09513	null	null	null
426	1.124387	1.174296	0.478749	Shared	1.358421	1.369389	0.495995	0.919704	0.905884	1.244792	1.357975	0.916653	0.888929	0.908607	0.978343	0.891774	0.91347	0.976249	null	null	null
427	0.914659	0.893697	0.511459	Shared	0.749075	0.740393	0.505795	0.940361	0.531898	2.746646	2.843074	0.966083	2.723982	2.779082	0.980174	2.671472	2.687485	0.994041	null	null	null
428	0.995644	1.049504	0.47434	Shared	0.568325	0.59909	0.474324	0.978602	0.577803	2.069911	2.157539	0.959385	2.112829	2.187226	0.965986	2.132992	2.197103	0.97082	null	null	null
429	1.021585	1.017126	0.502183	Shared	1.058922	1.060775	0.499127	0.953664	0.973992	null	null	null	null	null	null	null	null	null	null	null	null
430	1.096076	1.027876	0.531111	Shared	1.275291	1.274937	0.500139	0.849789	0.932612	1.217977	1.280362	0.951275	1.000221	1.068783	0.935851	1.039577	1.103502	0.942071	null	null	null
431	1.113183	1.07022	0.519297	Shared	0.542237	0.540435	0.501661	0.990328	0.549352	1.807888	1.767114	1.023074	1.805685	1.76961	1.020386	1.764163	1.748508	1.008954	null	null	null
432	1.097285	1.055284	0.519138	Shared	1.18912	1.196224	0.497031	0.711865	0.76073	2.011776	2.338679	0.860219	1.988913	2.278113	0.873053	1.953323	2.250146	0.868087	0.717335	0.939434	0.763582
433	0.937128	0.934927	0.501174	Shared	1.257168	1.250064	0.502826	0.916256	0.881604	1.874015	1.916844	0.977657	1.720675	1.759165	0.978121	1.701589	1.738171	0.978954	null	null	null
434	1.050458	1.047435	0.501439	Shared	1.173827	1.17737	0.498495	0.925034	0.955166	1.530674	1.64013	0.933264	1.412878	1.435348	0.984345	1.442632	1.472697	0.979585	null	null	null
435	0.859789	0.859224	0.500328	Shared	0.64677	0.644393	0.501838	0.975527	0.628729	3.240858	3.241303	0.999863	3.22628	3.210258	1.004991	3.178777	3.154952	1.007552	null	null	null
436	0.964912	0.91899	0.523796	Shared	0.812768	0.80519	0.504661	0.965468	0.814332	2.638681	2.415321	1.092476	2.641749	2.405097	1.098396	2.71589	2.510897	1.081641	null	null	null
437	0.882368	0.930093	0.474344	Shared	0.588083	0.641867	0.458104	0.985118	0.379959	2.188758	2.284265	0.958189	2.198102	2.299571	0.955875	2.163073	2.239511	0.965868	null	null	null
438	0.827182	0.790095	0.522418	Shared	1.203402	1.205076	0.499306	0.905321	0.888369	1.678559	1.711974	0.980482	1.477714	1.446772	1.021387	1.478464	1.445295	1.02295	null	null	null
439	0.993999	0.924848	0.534784	Shared	0.812487	0.785959	0.516325	0.934817	0.696786	3.234059	3.166501	1.021335	3.239432	3.154611	1.026888	3.187038	3.119701	1.021584	null	null	null
440	1.153527	1.096182	0.524856	Shared	1.2858	1.266584	0.507472	0.81688	0.923473	1.527118	1.674777	0.911834	1.986669	2.198348	0.90371	1.937871	2.169439	0.893259	null	null	null
441	0.836012	0.885065	0.472289	Shared	1.325383	1.347883	0.491654	0.92116	0.936388	1.331871	1.46716	0.907788	1.020805	1.105313	0.923544	0.998473	1.071824	0.931564	null	null	null
442	1.247303	0.987399	0.604187	Other	1.296292	1.262638	0.512981	0.576562	0.743871	1.224283	1.660281	0.737395	1.135695	1.54006	0.737435	1.159951	1.549124	0.748779	null	null	null
443	1.010619	1.009738	0.500436	Shared	1.070234	1.06601	0.501973	0.947573	0.946469	6.012401	6.311996	0.952536	8.954166	9.432613	0.949277	8.732993	9.20908	0.948302	null	null	null
444	0.89691	0.955045	0.469565	Shared	0.548093	0.616494	0.444524	0.982796	0.533874	2.492153	2.502495	0.995868	2.533958	2.558336	0.990471	2.430223	2.473173	0.982633	null	null	null
445	1.12073	0.999021	0.554299	Shared	0.526749	0.468244	0.555534	0.976909	0.574661	1.481942	1.567857	0.945202	1.510974	1.581656	0.955311	1.621097	1.706957	0.9497	null	null	null
446	1.161969	0.702742	0.697608	Other	1.275063	1.182212	0.53641	-0.309688	0.461917	-2.963667	-0.369792	8.014412	-2.907741	-0.676673	4.297115	-2.798648	-0.561284	4.986156	null	null	null
447	1.167209	1.028849	0.559269	Shared	1.23488	1.157905	0.531167	0.650119	0.634194	1.719988	2.293634	0.749897	1.74062	2.254241	0.772154	1.793235	2.279052	0.786834	null	null	null
448	1.064029	1.058357	0.502666	Shared	1.165712	1.156755	0.503842	0.895157	0.942667	1.108395	1.193381	0.928785	0.585768	0.591527	0.990264	0.586651	0.601188	0.975819	null	null	null
449	0.849824	0.816893	0.519375	Shared	0.636377	0.628008	0.506576	0.973053	0.47761	3.712665	3.737388	0.993385	3.650347	3.675937	0.993039	3.708771	3.6971	1.003157	null	null	null
450	1.047215	1.036617	0.50506	Shared	1.204801	1.20395	0.500353	0.871512	0.94489	1.295383	1.394251	0.929089	1.266652	1.327061	0.954479	1.266844	1.333331	0.950135	null	null	null
451	0.835283	0.831017	0.502553	Shared	1.147498	1.142962	0.501977	0.941182	0.894323	2.394883	2.439734	0.981616	2.474591	2.507745	0.986779	2.508208	2.53553	0.989224	null	null	null
452	0.939832	0.895711	0.523473	Shared	1.251338	1.213269	0.515211	0.835529	0.801845	2.174968	2.182567	0.996518	1.988732	1.906154	1.043322	1.920103	1.863417	1.03042	null	null	null
453	0.926584	0.88553	0.522153	Shared	0.678701	0.642254	0.526851	0.708992	0.384266	2.259761	2.209387	1.0228	2.278754	2.239621	1.017473	2.181933	2.162791	1.008851	null	null	null
454	0.863301	0.856144	0.504145	Shared	1.142499	1.145817	0.498552	0.935412	0.890642	2.832881	2.865415	0.988646	2.961622	2.990309	0.990407	2.955497	2.981346	0.99133	null	null	null
455	1.045929	1.020721	0.512051	Shared	1.130113	1.124081	0.502668	0.895624	0.93788	null	null	null	null	null	null	null	null	null	null	null	null
456	0.973284	1.060635	0.458821	Shared	0.599333	0.614685	0.487512	0.966658	0.522913	1.989781	1.98035	1.004762	1.996331	1.926246	1.036384	1.98436	1.935294	1.025354	null	null	null
457	0.90666	0.873682	0.518186	Shared	0.82167	0.807874	0.508395	0.957883	0.770914	2.15627	2.139726	1.007732	2.158927	2.128603	1.014246	2.158164	2.140994	1.008019	null	null	null
458	1.001615	0.991106	0.505246	Shared	1.047706	1.05279	0.497586	0.961806	0.976761	null	null	null	null	null	null	null	null	null	null	null	null
459	0.861125	0.878818	0.489933	Shared	1.238002	1.300993	0.475791	0.247799	0.584736	0.474979	1.133863	0.418903	0.51158	1.18972	0.43	0.506771	1.184077	0.427988	null	null	null
460	1.070248	1.062732	0.503511	Shared	1.149029	1.152401	0.498537	0.927965	0.964596	1.681514	1.674668	1.004088	2.226892	2.234805	0.996459	2.520965	2.538838	0.99296	null	null	null
461	1.055513	1.101388	0.479174	Shared	1.172795	1.158059	0.506283	0.884717	0.943684	1.204537	1.395445	0.863191	0.693085	0.827013	0.838059	0.672581	0.800107	0.840614	null	null	null
462	1.069553	0.972094	0.545561	Shared	0.870127	0.837606	0.518687	0.962004	0.675925	1.872947	1.714645	1.092323	1.78696	1.619655	1.103297	1.740764	1.602517	1.086269	null	null	null
463	1.003099	1.003954	0.499574	Shared	1.040514	1.039239	0.500613	0.955975	0.974302	null	null	null	null	null	null	null	null	null	null	null	null
464	0.986658	0.987456	0.499596	Shared	1.066322	1.06362	0.501267	0.921705	0.964603	null	null	null	null	null	null	null	null	null	null	null	null
465	0.964469	1.014155	0.475503	Shared	0.57816	0.605997	0.477032	0.978468	0.44878	2.677199	2.760208	0.969927	2.721524	2.807273	0.969455	2.709566	2.794025	0.969771	null	null	null
466	1.11828	1.12413	0.497398	Shared	1.14357	1.193494	0.479085	0.804797	0.670021	1.612263	1.813141	0.88921	1.65254	1.834514	0.900805	1.684953	1.87338	0.899419	null	null	null
467	1.399739	0.996045	0.644203	Other	0.871957	0.798396	0.542181	0.930255	0.661178	2.597597	2.294835	1.131932	2.556111	2.24434	1.138915	2.569147	2.24253	1.145646	null	null	null
468	1.19278	1.142027	0.521275	Shared	1.104528	1.081781	0.510297	0.981917	0.877721	1.59402	1.551598	1.027341	1.527554	1.489326	1.025668	1.540973	1.511673	1.019382	null	null	null
469	1.235394	1.067109	0.56811	Shared	1.127396	1.105805	0.509576	0.974706	0.837193	1.686411	1.517086	1.111612	1.474079	1.342412	1.098082	1.46285	1.336632	1.09443	null	null	null
470	0.923883	0.911821	0.506528	Shared	0.839528	0.833306	0.503706	0.971496	0.653484	3.160086	3.198019	0.988138	3.208051	3.226769	0.994199	3.146429	3.161988	0.99508	null	null	null
471	1.143111	1.158318	0.493436	Shared	1.27633	1.290006	0.4947	0.621386	0.864902	2.859644	3.185354	0.897748	6.646092	9.397039	0.707254	6.843534	9.564713	0.715498	null	null	null
472	0.985477	0.96889	0.508416	Shared	1.037515	1.040886	0.498381	0.914914	0.965624	null	null	null	null	null	null	null	null	null	null	null	null
473	1.015146	0.893653	0.55984	Shared	1.241028	1.215193	0.510409	0.881926	0.866918	2.325756	2.442693	0.952127	2.185047	2.1763	1.004019	2.252087	2.234048	1.008074	null	null	null
474	1.013347	1.023329	0.495123	Shared	1.242813	1.254487	0.495347	0.929275	0.938876	1.450402	1.537523	0.943337	1.465449	1.549856	0.945539	1.470332	1.54665	0.950656	null	null	null
475	0.869255	0.799636	0.540045	Shared	1.221281	1.260402	0.484481	0.906962	0.896361	1.453182	1.382744	1.050941	1.143646	1.106872	1.033223	1.125796	1.111299	1.013045	null	null	null
476	0.972641	0.807486	0.5849	Shared	1.185154	1.237964	0.478671	0.635218	0.681267	3.212231	3.175997	1.011409	3.25475	3.207599	1.0147	2.956695	2.925499	1.010664	null	null	null
477	0.858637	0.872547	0.492029	Shared	0.607799	0.635031	0.478558	0.977223	0.414857	2.840475	2.86549	0.99127	2.875432	2.880828	0.998127	2.848526	2.835231	1.004689	null	null	null
478	1.027353	0.837931	0.592189	Shared	0.88004	0.836086	0.524973	0.593952	0.264466	2.172188	2.456469	0.884272	2.204866	2.480892	0.888739	2.165762	2.518227	0.860034	null	null	null
479	0.912644	0.795642	0.5641	Shared	1.10044	1.022227	0.535537	0.900281	0.717709	3.277698	2.972335	1.102735	3.198789	2.807056	1.139553	3.259422	2.829823	1.151811	null	null	null
480	1.110074	0.900752	0.594283	Shared	1.290523	1.297698	0.497236	0.594211	0.81834	1.15836	1.418939	0.816356	1.121329	1.382367	0.811166	1.105662	1.377505	0.802655	null	null	null
481	0.965545	0.943477	0.511428	Shared	1.070979	1.094224	0.489378	0.87233	0.929289	1.180035	1.270003	0.92916	0.823463	1.057431	0.778739	0.838108	1.074564	0.779952	null	null	null
482	0.968822	1.002227	0.483334	Shared	0.776052	0.76145	0.509408	0.942612	0.591274	3.067715	3.044954	1.007475	3.078104	3.056353	1.007117	3.015927	3.057104	0.986531	null	null	null
483	0.898319	0.962764	0.466531	Shared	0.971189	0.966378	0.502477	0.865439	0.676882	2.742064	2.959659	0.92648	2.683838	2.886508	0.929787	2.78212	2.971763	0.936185	null	null	null
484	1.064429	1.084011	0.490968	Shared	1.172874	1.158322	0.506204	0.824386	0.931704	1.235689	1.491932	0.828247	0.963049	1.29964	0.741012	0.919649	1.246323	0.73789	null	null	null
485	1.015456	1.026878	0.494438	Shared	1.074659	1.074539	0.500056	0.946991	0.966238	null	null	null	null	null	null	null	null	null	null	null	null
486	1.018503	0.838277	0.588476	Shared	1.346187	1.334204	0.504451	0.879009	0.904601	1.563724	1.472557	1.061911	1.41945	1.314808	1.079588	1.49958	1.400379	1.070839	null	null	null
487	1.038931	1.024042	0.507165	Shared	1.115105	1.122294	0.496797	0.919568	0.953691	13.252787	17.226797	0.769312	1.258907	-0.527653	-2.38586	1.257117	-0.544326	-2.309494	null	null	null
488	1.012	1.002789	0.504551	Shared	1.278489	1.29221	0.494691	0.90032	0.902481	1.688438	1.796798	0.939693	1.80841	1.855258	0.974748	1.829672	1.883326	0.971511	null	null	null
489	0.956607	0.917895	0.520234	Shared	1.337315	1.328643	0.503242	0.933069	0.912912	1.573154	1.600114	0.983151	1.469882	1.456472	1.009207	1.49682	1.47542	1.014504	null	null	null
490	1.022339	1.006505	0.507744	Shared	1.221138	1.223639	0.498978	0.903554	0.948885	1.833978	1.915333	0.957524	2.385772	2.663397	0.895763	2.338512	2.618974	0.892911	null	null	null
491	1.047341	1.013508	0.516152	Shared	1.190568	1.210653	0.491705	0.949388	0.899666	1.889458	1.925714	0.981173	1.795331	1.832	0.979984	1.780453	1.807366	0.98511	null	null	null
492	1.090708	1.066848	0.510938	Shared	1.179485	1.172847	0.502814	0.877284	0.928084	1.280545	1.399861	0.914766	1.110212	1.290859	0.860057	1.181644	1.33046	0.888147	0.726571	0.890998	0.815457
493	1.021425	1.028285	0.496664	Shared	1.116788	1.117919	0.499494	0.917666	0.961168	1.691422	1.768162	0.956599	1.668876	1.857276	0.898561	1.671981	1.860005	0.898912	null	null	null
494	0.959357	0.924515	0.518159	Shared	1.108503	1.11812	0.4957	0.919821	0.953694	1.469142	1.452509	1.011451	1.341316	1.29797	1.033395	1.315114	1.27834	1.028767	null	null	null
495	1.093849	1.049173	0.520421	Shared	1.226872	1.242795	0.493594	0.865645	0.922567	1.702468	1.759508	0.967582	1.679685	1.873604	0.8965	1.616029	1.814775	0.890485	null	null	null
496	0.948088	0.915627	0.517119	Shared	1.39312	1.380489	0.504533	0.94129	0.942736	1.9242	1.925149	0.999507	2.153782	2.148206	1.002596	2.147495	2.144336	1.001473	null	null	null
497	1.002324	0.987785	0.507253	Shared	0.608361	0.593748	0.512011	0.98051	0.427607	2.468287	2.4153	1.021938	2.531287	2.455917	1.030689	2.480466	2.399864	1.033586	null	null	null
498	0.967078	0.940828	0.513572	Shared	1.089077	1.093816	0.497834	0.918344	0.956544	null	null	null	null	null	null	null	null	null	null	null	null
499	0.983284	0.998916	0.492176	Shared	1.077961	1.067359	0.504918	0.945039	0.947152	3.565999	3.660383	0.974215	4.364202	4.609269	0.946832	4.175355	4.36028	0.957589	null	null	null

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