Datasets:

science-of-finetuning
/

diffing-stats-Meta-Llama-3.1-8B-L16-k200-lr1e-04-local-shuffling-Crosscoder-ni0.3-ka1k5k

Split (1)

train · 131k rows

Unnamed: 0 int64 0 131k	dec_base_norm float64 0.16 2.26	dec_instruct_norm float64 0.2 2.1	dec_norm_diff float64 0.06 0.95	tag stringclasses 4 values	enc_base_norm float64 0.23 1.73	enc_instruct_norm float64 0.19 2.04	enc_norm_diff float64 0.22 0.88	dec_cos_sim float64 -0.94 1	enc_cos_sim float64 -0.92 0.95	beta_reconstruction_base float64 -11.76 13.2 ⌀	beta_reconstruction_chat float64 -7.96 19.9 ⌀	beta_ratio_reconstruction float64 -1,853.47 486 ⌀	beta_activation_base float64 -11.91 18 ⌀	beta_activation_chat float64 -7.92 23.2 ⌀	beta_activation_ratio float64 -717.91 409 ⌀	beta_activation_no_bias_base float64 -11.35 18.8 ⌀	beta_activation_no_bias_chat float64 -7.5 23.6 ⌀	beta_activation_no_bias_ratio float64 -2,837.75 433 ⌀	beta_error_base float64 -0.83 6.12 ⌀	beta_error_chat float64 0.17 10.9 ⌀	beta_ratio_error float64 -0.61 4.54 ⌀
400	0.969106	1.029369	0.470728	Shared	0.787955	0.806382	0.488574	0.894383	0.611541	1.530932	1.740962	0.87936	1.56623	1.716386	0.912516	1.591115	1.727862	0.920858	null	null	null
401	1.132748	0.863674	0.61877	Other	1.103935	1.068424	0.516084	0.680931	0.657217	1.859916	1.588942	1.170537	2.00491	1.666191	1.203289	2.009	1.671642	1.201813	null	null	null
402	0.905863	0.884026	0.512053	Shared	1.045001	0.991924	0.525396	0.937478	0.862342	2.257381	2.182141	1.03448	2.007001	1.903371	1.054446	2.029505	1.945558	1.043148	null	null	null
403	0.847378	0.875993	0.483667	Shared	0.644135	0.701156	0.459338	0.975117	0.430681	2.599106	2.619793	0.992103	2.683714	2.693551	0.996348	2.612481	2.61362	0.999564	null	null	null
404	0.930959	0.977478	0.476205	Shared	0.865847	0.941196	0.459972	0.828256	0.525774	2.25808	2.445797	0.923249	2.144775	2.390965	0.897033	2.135943	2.411273	0.885816	null	null	null
405	0.962364	0.949798	0.506529	Shared	1.079934	1.114889	0.484323	0.902564	0.822613	1.966323	2.006289	0.98008	2.064998	2.043805	1.010369	2.11645	2.106105	1.004912	null	null	null
406	1.057223	1.025923	0.514803	Shared	1.052527	1.04813	0.502089	0.934353	0.836016	1.956518	1.979851	0.988215	1.837864	1.844977	0.996144	1.831958	1.838073	0.996673	null	null	null
407	0.835143	0.736564	0.55902	Shared	0.92639	0.857223	0.537331	0.931181	0.480786	3.987311	3.750107	1.063253	4.076947	3.831868	1.063958	4.059158	3.74291	1.084493	null	null	null
408	0.813028	0.846659	0.480139	Shared	0.806978	0.85968	0.469348	0.949612	0.453237	3.398777	3.376313	1.006653	3.427973	3.406031	1.006442	3.299667	3.324758	0.992453	null	null	null
409	0.800131	0.825989	0.484347	Shared	0.976438	0.954121	0.511428	0.879559	0.765744	2.829232	3.154749	0.896817	2.746845	3.052237	0.899945	2.80938	3.106802	0.904267	null	null	null
410	1.25717	1.238783	0.507313	Shared	1.041167	1.011419	0.514286	0.982571	0.826349	1.678412	1.682332	0.99767	1.604764	1.610863	0.996214	1.581689	1.583974	0.998557	null	null	null
411	0.973782	1.097995	0.443436	Shared	1.076226	1.139239	0.472344	0.956405	0.848031	2.072109	2.250989	0.920533	2.045404	2.223228	0.920016	2.027444	2.200428	0.921386	null	null	null
412	1.005889	0.810043	0.59735	Shared	0.958453	0.916353	0.521963	0.722772	0.793444	1.682895	1.790574	0.939863	1.563624	1.664758	0.93925	1.647897	1.720492	0.957805	null	null	null
413	0.650878	0.653921	0.497673	Shared	0.57477	0.572023	0.502389	0.804331	0.902878	null	null	null	null	null	null	null	null	null	null	null	null
414	1.142614	1.174801	0.486301	Shared	0.579848	0.564001	0.513665	0.993767	0.421569	2.226698	2.202049	1.011194	2.184532	2.16454	1.009236	2.148076	2.122308	1.012142	null	null	null
415	0.804923	0.788477	0.510216	Shared	0.8127	0.802082	0.506532	0.965381	0.803347	3.676645	3.601098	1.020979	3.564723	3.46196	1.029684	3.583255	3.490994	1.026428	null	null	null
416	0.836673	0.941755	0.444209	Shared	1.07737	1.091321	0.493609	0.848936	0.83993	1.642492	1.892409	0.867937	1.77902	2.049636	0.867969	1.767401	2.03122	0.870118	null	null	null
417	0.633368	0.633083	0.500225	Shared	0.519405	0.524709	0.494945	0.710058	0.816349	null	null	null	null	null	null	null	null	null	null	null	null
418	0.823845	0.824652	0.49951	Shared	0.656093	0.662701	0.495014	0.978299	0.520418	2.988072	2.99027	0.999265	3.000453	3.003522	0.998978	3.024427	3.060457	0.988227	null	null	null
419	1.29217	0.739859	0.713715	Other	1.093214	1.146048	0.476949	0.139609	0.434921	-0.212289	0.727783	-0.291693	-0.233529	0.560758	-0.416452	-0.223334	0.563573	-0.396282	null	null	null
420	0.975639	0.958374	0.508848	Shared	1.045629	1.061514	0.492518	0.522134	0.66389	0.586235	1.099831	0.533023	0.465355	0.877114	0.530553	0.477035	0.887301	0.537625	null	null	null
421	0.85749	0.87958	0.487443	Shared	0.649092	0.668413	0.485547	0.984752	0.691305	2.038345	2.037604	1.000364	2.040189	2.016127	1.011935	2.046117	2.045869	1.000121	null	null	null
422	0.979383	0.808641	0.587168	Shared	1.046174	0.979267	0.531977	0.765748	0.689868	1.771989	1.934026	0.916218	1.58675	1.697747	0.934621	1.552295	1.64328	0.944632	null	null	null
423	0.972535	0.939459	0.517005	Shared	1.147406	1.132429	0.506526	0.923744	0.92534	1.608218	1.606761	1.000907	1.23278	1.177287	1.047136	1.338924	1.276014	1.049301	null	null	null
424	0.876822	0.85539	0.512221	Shared	0.923538	0.868284	0.529914	0.93008	0.632286	2.87691	2.917311	0.986151	2.860477	2.850303	1.003569	2.83125	2.839131	0.997224	null	null	null
425	0.828839	0.770805	0.535009	Shared	0.794627	0.770434	0.515223	0.923438	0.57327	3.905525	3.706157	1.053794	3.922387	3.728873	1.051896	3.89424	3.772304	1.032324	null	null	null
426	0.974814	0.941676	0.516997	Shared	1.132282	1.165162	0.48589	0.808689	0.875137	null	null	null	null	null	null	null	null	null	null	null	null
427	0.809269	0.812114	0.498248	Shared	0.759896	0.776081	0.489573	0.963801	0.62271	2.599328	2.74754	0.946056	2.521311	2.650843	0.951136	2.572351	2.673617	0.962124	null	null	null
428	0.986844	1.0558	0.467344	Shared	0.764581	0.779808	0.490237	0.951666	0.581035	2.560778	2.537105	1.009331	2.559049	2.496624	1.025004	2.541212	2.502921	1.015299	null	null	null
429	0.826269	0.808193	0.510938	Shared	0.852578	0.861392	0.494884	0.964416	0.752544	3.599306	3.71363	0.969215	3.518903	3.619452	0.97222	3.417314	3.500207	0.976318	null	null	null
430	0.803387	0.829363	0.48434	Shared	0.876279	0.893648	0.490282	0.932283	0.780044	3.689301	3.770195	0.978544	3.795011	3.889185	0.975786	3.773344	3.862575	0.976899	null	null	null
431	0.872446	0.862894	0.505474	Shared	0.682223	0.707578	0.482083	0.983459	0.461372	2.734432	2.757115	0.991773	2.722684	2.739385	0.993903	2.841279	2.865256	0.991632	null	null	null
432	0.653323	0.659704	0.495164	Shared	0.600201	0.594565	0.504695	0.852122	0.92976	1.713314	1.720743	0.995682	3.512116	3.625903	0.968618	3.763942	3.966066	0.949037	null	null	null
433	0.808756	0.995114	0.406363	Shared	0.738154	0.797889	0.462567	0.948718	0.410166	3.050033	3.283658	0.928852	3.023334	3.251446	0.929843	2.7696	2.975792	0.93071	null	null	null
434	1.061239	1.031733	0.513902	Shared	0.965344	0.953356	0.506209	0.942446	0.746636	2.181025	2.20579	0.988773	2.150413	2.143752	1.003107	2.158404	2.13756	1.009751	null	null	null
435	1.431393	1.35026	0.528341	Shared	0.675773	0.677778	0.49852	0.9872	0.691579	2.224656	2.136398	1.041312	2.19541	2.121698	1.034742	2.164712	2.095975	1.032795	null	null	null
436	0.996843	1.040985	0.478798	Shared	0.729039	0.715419	0.509341	0.430878	-0.027178	2.420858	2.706625	0.894419	2.434546	2.679886	0.908451	2.250796	2.701676	0.833111	null	null	null
437	0.962001	0.932715	0.515221	Shared	0.744405	0.721573	0.515336	0.968532	0.777625	2.703565	2.714025	0.996146	2.590757	2.576092	1.005693	2.631124	2.634433	0.998744	null	null	null
438	0.770511	0.775242	0.496949	Shared	1.017183	1.035847	0.490991	0.915632	0.840515	3.829063	3.860799	0.99178	3.703975	3.666379	1.010254	3.623442	3.58888	1.00963	null	null	null
439	0.782986	0.787661	0.497033	Shared	0.819619	0.852105	0.480938	0.959624	0.681327	3.247264	3.336967	0.973118	3.174804	3.240544	0.979713	3.216023	3.286706	0.978494	null	null	null
440	0.851744	0.853566	0.498933	Shared	0.892243	0.873792	0.510339	0.924241	0.678439	3.447667	3.587697	0.960969	3.475107	3.566019	0.974506	3.397845	3.477152	0.977192	0.949709	0.978322	0.970753
441	1.085721	1.110215	0.488969	Shared	1.04215	1.08166	0.481737	0.966119	0.828058	1.983504	2.030763	0.976728	2.052824	2.073292	0.990128	2.051783	2.073909	0.989332	null	null	null
442	0.91038	0.826273	0.546193	Shared	0.980626	0.98961	0.495461	0.834187	0.806305	2.064673	2.190583	0.942522	2.009724	2.141753	0.938354	2.050422	2.188577	0.936875	null	null	null
443	0.881041	0.898969	0.490029	Shared	0.994436	1.120116	0.443899	0.376923	0.413401	1.559888	2.424441	0.643401	1.45923	2.33471	0.625015	1.522045	2.392661	0.636131	null	null	null
444	0.931517	0.895223	0.519481	Shared	0.850958	0.835023	0.509363	0.962213	0.753932	3.074008	2.961345	1.038044	3.069999	2.96005	1.037144	3.093393	3.00204	1.03043	null	null	null
445	1.062852	0.996465	0.53123	Shared	0.684926	0.666364	0.513551	0.979245	0.689003	2.092032	1.904115	1.09869	2.060397	1.881793	1.094912	2.052115	1.882044	1.090365	null	null	null
446	1.042527	0.967995	0.535746	Shared	0.714138	0.678885	0.524682	0.988116	0.6528	2.018087	1.980488	1.018985	2.008051	1.970295	1.019163	2.054215	2.00994	1.022028	null	null	null
447	0.884248	0.834206	0.528297	Shared	0.819356	0.827327	0.495183	0.927372	0.678162	2.508906	2.421672	1.036022	2.5146	2.33092	1.078802	2.440681	2.280555	1.070214	null	null	null
448	0.955691	0.900569	0.528839	Shared	1.131443	1.137244	0.49745	0.918444	0.87999	1.883175	1.925936	0.977797	1.67447	1.73786	0.963525	1.728834	1.782616	0.96983	null	null	null
449	0.889925	0.879014	0.50613	Shared	0.647494	0.655958	0.493548	0.982736	0.442984	2.644044	2.606602	1.014364	2.648372	2.615585	1.012535	2.670036	2.639903	1.011414	null	null	null
450	0.717308	0.714515	0.501947	Shared	0.774701	0.745523	0.518832	0.938103	0.604854	5.431908	5.261475	1.032393	5.486766	5.298037	1.035623	5.306144	5.153153	1.029689	null	null	null
451	0.808816	0.815075	0.49616	Shared	0.907926	0.829598	0.543136	0.940587	0.489656	3.476161	3.475431	1.00021	3.471555	3.457492	1.004067	3.490108	3.53886	0.986224	null	null	null
452	1.080284	1.062307	0.508321	Shared	0.862819	0.86089	0.501118	0.973492	0.792594	2.5758	2.585579	0.996218	2.521166	2.544889	0.990678	2.490743	2.522892	0.987257	null	null	null
453	0.890181	0.937641	0.474692	Shared	0.697952	0.730943	0.477433	0.946548	0.559495	3.281569	3.233589	1.014838	3.217057	3.094578	1.039579	3.156667	2.998682	1.052685	null	null	null
454	0.969512	0.867576	0.552571	Shared	0.913188	0.946481	0.482412	0.761194	0.719252	2.130469	2.043306	1.042658	2.076424	1.943855	1.068199	2.105976	1.988402	1.05913	null	null	null
455	0.871104	0.871523	0.499759	Shared	0.836761	0.845534	0.494812	0.89656	0.901161	null	null	null	null	null	null	null	null	null	null	null	null
456	0.935664	0.780018	0.583174	Shared	0.997544	0.812587	0.592706	0.889849	0.458642	3.342124	3.185604	1.049134	3.389087	3.16476	1.070883	3.405474	3.201283	1.063784	null	null	null
457	0.940572	0.891755	0.52595	Shared	1.070221	1.048352	0.510217	0.674685	0.683581	1.196481	1.416996	0.844379	1.369169	1.663199	0.823214	1.367153	1.664264	0.821476	null	null	null
458	1.037655	1.014804	0.511011	Shared	1.058769	1.039675	0.509017	0.974073	0.895356	1.759836	1.743322	1.009472	1.453449	1.458838	0.996306	1.481724	1.486106	0.997051	null	null	null
459	0.816731	0.804024	0.507779	Shared	0.909459	0.941093	0.483193	0.614063	0.364494	3.53074	3.909566	0.903103	3.448782	3.786106	0.910905	3.189281	3.445283	0.925695	null	null	null
460	0.866881	0.841147	0.514843	Shared	0.837049	0.843871	0.495958	0.959098	0.781892	3.49665	3.514388	0.994953	3.513258	3.519045	0.998355	3.504275	3.505069	0.999774	null	null	null
461	0.716095	0.878691	0.407479	Shared	0.828888	0.949874	0.436315	0.89427	0.615016	3.009952	3.437864	0.87553	3.00492	3.354823	0.895701	2.909733	3.236128	0.89914	null	null	null
462	1.30184	1.266295	0.513652	Shared	0.853428	0.836119	0.510141	0.983851	0.767669	1.754599	1.731305	1.013455	1.788004	1.76744	1.011635	1.778963	1.755114	1.013588	null	null	null
463	0.995824	0.754475	0.621181	Other	0.95119	0.892591	0.530803	0.909587	0.667525	3.135453	2.99784	1.045904	3.224607	3.097339	1.041089	3.22334	3.092092	1.042446	null	null	null
464	0.821716	0.843444	0.487119	Shared	0.681504	0.708248	0.481119	0.970431	0.455964	3.019984	3.043089	0.992407	3.083106	3.077873	1.0017	2.987452	3.016382	0.990409	null	null	null
465	0.960828	0.980129	0.490154	Shared	0.772701	0.790475	0.488758	0.964538	0.747966	2.538037	2.602042	0.975402	2.458272	2.527652	0.972552	2.524618	2.586501	0.976075	null	null	null
466	0.877175	0.874384	0.501591	Shared	0.88875	0.880666	0.504548	0.884326	0.897014	null	null	null	null	null	null	null	null	null	null	null	null
467	1.186596	1.082436	0.54389	Shared	0.862049	0.855047	0.504062	0.979175	0.80974	2.555294	2.458093	1.039543	2.518887	2.414343	1.043301	2.518546	2.411489	1.044394	null	null	null
468	0.754416	0.822452	0.458638	Shared	0.885811	0.935442	0.473472	0.904942	0.53356	3.243229	3.495206	0.927908	3.336499	3.55145	0.939475	3.332342	3.538304	0.941791	null	null	null
469	1.034586	0.983201	0.524834	Shared	0.936172	0.945362	0.49514	0.924098	0.730114	2.451241	2.360637	1.038381	2.425483	2.346147	1.033816	2.376369	2.303363	1.031695	null	null	null
470	0.872887	0.917869	0.475497	Shared	0.66743	0.695905	0.479541	0.981374	0.620353	1.549087	1.632796	0.948733	1.618348	1.697902	0.953146	1.595283	1.656749	0.9629	null	null	null
471	0.896911	0.780849	0.564701	Shared	0.852446	0.774204	0.545892	0.947791	0.648524	3.897828	3.66604	1.063226	3.903755	3.60555	1.082707	3.871886	3.570231	1.084492	null	null	null
472	0.898703	0.9003	0.499113	Shared	0.979748	0.960317	0.509916	0.946935	0.909934	1.859442	1.794718	1.036064	1.697829	1.638051	1.036494	1.850181	1.806847	1.023983	null	null	null
473	0.8963	1.06483	0.420865	Shared	1.004294	1.059285	0.474043	0.743496	0.748543	2.603471	2.75891	0.943659	2.703161	2.714768	0.995725	2.759466	2.761522	0.999256	null	null	null
474	0.918059	0.968117	0.474147	Shared	0.901334	0.922618	0.488466	0.905152	0.593791	2.056844	2.075795	0.99087	2.066375	2.016549	1.024709	2.134863	2.133584	1.0006	null	null	null
475	0.826758	0.858353	0.481596	Shared	0.909395	0.933837	0.486913	0.933322	0.818471	2.801885	2.844994	0.984848	2.730392	2.733427	0.998889	2.755452	2.7774	0.992098	0.827473	0.888433	0.931385
476	0.929327	0.909948	0.510426	Shared	1.050825	1.064417	0.493616	0.943217	0.840101	2.273419	2.339207	0.971876	2.310255	2.384057	0.969044	2.396618	2.473569	0.968891	null	null	null
477	0.804995	1.003781	0.400982	Shared	0.889064	1.065662	0.417142	0.67833	0.302129	1.993502	2.831613	0.704017	1.962418	2.793205	0.702568	1.935482	2.698394	0.717272	null	null	null
478	0.996947	0.968212	0.514411	Shared	1.117461	1.076903	0.518147	0.919068	0.726603	1.975718	2.11574	0.933819	2.016278	2.062706	0.977492	2.04516	2.084566	0.981096	null	null	null
479	0.946157	0.89204	0.528598	Shared	1.041453	0.998431	0.520655	0.932827	0.774363	2.766003	2.6983	1.025091	2.65436	2.493476	1.064522	2.621889	2.500728	1.04845	null	null	null
480	0.89151	0.889432	0.501165	Shared	0.893826	0.923547	0.483909	0.696646	0.796945	null	null	null	null	null	null	null	null	null	null	null	null
481	0.855192	0.860295	0.497034	Shared	0.972924	0.988664	0.49204	0.950236	0.810445	3.044698	3.084172	0.987201	3.013611	3.03103	0.994253	3.027067	3.067249	0.9869	null	null	null
482	0.806999	0.903016	0.446835	Shared	0.852805	0.902319	0.472563	0.913335	0.656073	2.818667	2.995554	0.94095	2.78989	2.997206	0.93083	2.730978	2.891186	0.944587	null	null	null
483	0.98087	0.97432	0.503339	Shared	1.169121	1.177064	0.496626	0.948323	0.874407	1.854936	1.869759	0.992072	1.734793	1.716642	1.010574	1.743408	1.734804	1.004959	null	null	null
484	0.758409	0.882086	0.429895	Shared	0.746475	0.867666	0.430162	0.939533	0.528557	2.328567	2.694163	0.864301	2.255952	2.581616	0.873853	2.2288	2.550535	0.873856	null	null	null
485	0.753517	0.868889	0.433609	Shared	1.025576	1.154517	0.444158	0.946303	0.710672	3.245406	3.509979	0.924623	3.174782	3.44903	0.920485	3.075421	3.329721	0.923627	null	null	null
486	1.125209	0.981111	0.564032	Shared	0.991535	0.944907	0.523513	0.931024	0.763893	2.063778	1.987468	1.038396	2.021352	1.916695	1.054602	2.044956	1.950197	1.04859	null	null	null
487	0.83883	0.804649	0.520374	Shared	0.830799	0.834217	0.497952	0.930116	0.67505	3.919734	3.931442	0.997022	3.898661	3.923347	0.993708	3.871725	3.92177	0.987239	null	null	null
488	0.842793	0.856655	0.491909	Shared	0.724314	0.750044	0.482848	0.953498	0.660147	3.549401	3.467657	1.023573	3.463119	3.397214	1.0194	3.550754	3.536246	1.004102	null	null	null
489	0.916279	0.926514	0.494477	Shared	0.70812	0.712201	0.497135	0.975301	0.643872	2.611948	2.531242	1.031884	2.650226	2.565297	1.033107	2.59927	2.539334	1.023603	null	null	null
490	1.001923	0.973268	0.5143	Shared	1.181853	1.150651	0.5132	0.930677	0.907163	1.579864	1.617049	0.977004	1.20587	1.229824	0.980522	1.208351	1.224116	0.987122	null	null	null
491	1.173367	0.627875	0.732447	Other	1.11485	0.941631	0.577687	0.37074	0.206673	0.117623	0.838152	0.140336	0.049243	0.670882	0.0734	0.231011	0.798203	0.289415	null	null	null
492	1.020948	1.029661	0.495769	Shared	0.955633	0.95263	0.501571	0.965654	0.776957	1.743591	1.782874	0.977966	1.73244	1.78423	0.970974	1.713827	1.786316	0.95942	null	null	null
493	1.022879	1.066663	0.479476	Shared	0.83467	0.86248	0.483878	0.977459	0.810137	2.174501	2.210295	0.983806	2.276075	2.303137	0.98825	2.245703	2.273845	0.987624	null	null	null
494	1.040828	1.035756	0.502436	Shared	1.18064	1.207916	0.488709	0.839424	0.893205	1.178571	1.377622	0.855512	1.237967	1.411536	0.877036	1.250718	1.40608	0.889507	null	null	null
495	0.890511	0.890934	0.499763	Shared	1.223171	1.227809	0.498112	0.881125	0.885905	1.783391	1.884808	0.946192	1.621589	1.698385	0.954783	1.602794	1.694549	0.945853	null	null	null
496	1.044892	0.959685	0.540773	Shared	0.826077	0.775199	0.530795	0.963092	0.806716	2.013628	1.955871	1.02953	2.031072	1.968907	1.031574	2.195056	2.100954	1.044791	null	null	null
497	0.960474	0.987522	0.486305	Shared	0.900447	0.878974	0.511923	0.968813	0.781958	1.820373	1.897521	0.959343	1.862907	1.841547	1.011599	1.832916	1.815947	1.009345	null	null	null
498	0.875956	0.823362	0.530021	Shared	0.842708	0.833467	0.505483	0.894941	0.700394	3.388178	3.386542	1.000483	3.415798	3.376441	1.011657	3.36582	3.309644	1.016973	null	null	null
499	0.78543	0.795241	0.493832	Shared	0.614918	0.649112	0.47366	0.980706	0.484961	3.927655	3.932803	0.998691	3.948457	3.961666	0.996666	3.786693	3.795987	0.997552	0.989413	1.028867	0.961653

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