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 ⌀
131,000	0.979509	0.968917	0.505407	Shared	0.931161	0.954058	0.488	0.756365	0.57935	2.185895	2.561018	0.853526	1.922162	2.123143	0.905338	1.807414	2.06869	0.8737	null	null	null
131,001	0.953399	0.906376	0.524661	Shared	0.948253	0.96562	0.491007	0.921189	0.649167	2.934796	2.893336	1.01433	2.876287	2.794182	1.029384	2.808211	2.734085	1.027112	null	null	null
131,002	0.899365	0.844955	0.530249	Shared	0.789555	0.753687	0.522714	0.909594	0.671614	3.750502	3.736007	1.00388	3.826239	3.790997	1.009296	3.718746	3.689063	1.008046	null	null	null
131,003	0.887522	0.822089	0.536862	Shared	0.995563	0.980756	0.507437	0.931992	0.759276	2.794909	2.814011	0.993212	2.564068	2.539696	1.009597	2.535414	2.477377	1.023427	null	null	null
131,004	1.037122	0.969542	0.532581	Shared	1.015022	0.930857	0.54146	0.867895	0.526315	2.808047	2.49676	1.124676	2.699768	2.286375	1.180807	2.774205	2.3889	1.161289	null	null	null
131,005	0.778936	0.81205	0.47961	Shared	0.664615	0.72644	0.457447	0.977463	0.52434	2.706573	2.806003	0.964565	2.703736	2.809805	0.96225	2.777176	2.862786	0.970096	null	null	null
131,006	0.700033	0.827654	0.422902	Shared	1.042278	1.049699	0.496465	0.845333	0.85122	2.854999	3.356883	0.850491	2.777833	2.987401	0.929849	2.702267	2.772329	0.974728	null	null	null
131,007	0.928497	0.906147	0.512035	Shared	1.076651	1.037175	0.518333	0.96729	0.791756	2.666671	2.666399	1.000102	2.748852	2.724727	1.008854	2.678456	2.661868	1.006232	null	null	null
131,008	0.911599	0.78508	0.569394	Shared	0.765652	0.732478	0.521664	0.93674	0.67037	4.290937	3.871634	1.108301	4.299282	3.885786	1.106412	4.185087	3.803013	1.100466	null	null	null
131,009	0.878609	0.882487	0.497802	Shared	0.844518	0.865238	0.488026	0.86848	0.459464	3.421259	3.373626	1.014119	3.698828	3.701611	0.999248	3.79749	3.745942	1.013761	null	null	null
131,010	0.80783	0.691726	0.571862	Shared	0.916817	0.881714	0.519144	0.938813	0.738797	6.043758	5.542483	1.090442	6.131863	5.578756	1.099145	5.981089	5.422267	1.103061	null	null	null
131,011	1.093111	0.943588	0.568393	Shared	0.80944	0.792112	0.510704	0.962886	0.776442	2.299855	2.181102	1.054446	2.41867	2.287766	1.057219	2.418058	2.287403	1.057119	null	null	null
131,012	0.863483	0.810019	0.530958	Shared	0.965589	0.905017	0.531365	0.525454	0.129788	2.042245	3.06258	0.666838	2.01642	2.879844	0.700184	1.955601	2.726094	0.717364	null	null	null
131,013	0.798735	0.752888	0.5287	Shared	0.859222	0.832721	0.515422	0.956911	0.496048	3.111086	3.274344	0.95014	3.193429	3.344928	0.954708	3.272955	3.337894	0.980545	null	null	null
131,014	0.990025	0.813729	0.589036	Shared	1.006547	0.950724	0.52773	0.864049	0.71841	2.606898	2.57468	1.012513	2.746164	2.569923	1.068578	2.77296	2.613552	1.060993	null	null	null
131,015	0.820027	0.822326	0.498602	Shared	0.675449	0.702349	0.48085	0.976001	0.455984	2.913806	2.95417	0.986337	2.91373	2.937477	0.991916	2.95732	2.970298	0.995631	null	null	null
131,016	0.902201	0.867901	0.519009	Shared	0.905378	0.910449	0.497215	0.955372	0.653993	3.512465	3.58471	0.979846	3.579448	3.608885	0.991843	3.545978	3.562839	0.995268	null	null	null
131,017	1.029179	0.967201	0.53011	Shared	1.075065	1.092649	0.491953	0.918809	0.907596	3.175811	2.924454	1.08595	3.957142	3.246973	1.218717	4.211662	3.547951	1.187069	null	null	null
131,018	1.157904	1.048551	0.54722	Shared	0.505221	0.444142	0.560448	0.97486	0.772996	1.635502	1.301892	1.25625	1.624456	1.283535	1.265612	1.838625	1.515165	1.213482	null	null	null
131,019	0.787957	0.847033	0.465128	Shared	0.929297	0.939328	0.49466	0.879965	0.816227	2.70115	2.961976	0.911942	2.487871	2.724307	0.913212	2.509455	2.738878	0.916235	null	null	null
131,020	0.976327	0.660642	0.66167	Other	1.118711	1.009212	0.54894	0.126003	0.325636	0.292763	1.251447	0.233939	0.281148	1.185613	0.237133	0.206016	1.074644	0.191706	null	null	null
131,021	0.873286	0.738468	0.57719	Shared	0.947906	0.907319	0.521409	0.856829	0.679228	2.670423	2.595951	1.028688	2.634806	2.567931	1.026042	2.559747	2.499032	1.024296	null	null	null
131,022	0.941429	0.662628	0.648073	Other	0.960901	0.815311	0.575757	0.848943	0.377337	4.284844	3.832477	1.118035	4.457455	3.947209	1.129267	4.288354	3.713315	1.154859	null	null	null
131,023	0.859555	0.827579	0.5186	Shared	0.864452	0.870934	0.496278	0.867465	0.53787	3.775743	3.95044	0.955778	3.809563	3.969337	0.959748	3.790854	3.93729	0.962808	null	null	null
131,024	0.932818	0.907032	0.513822	Shared	0.829735	0.802801	0.51623	0.960861	0.700599	2.962778	2.971642	0.997017	2.986021	2.979302	1.002255	3.111062	3.172853	0.980525	null	null	null
131,025	0.906368	0.91119	0.497354	Shared	1.122825	1.112097	0.504777	0.94665	0.897053	2.050689	2.129258	0.9631	1.692814	1.74846	0.968174	1.757912	1.829118	0.961071	null	null	null
131,026	1.073667	0.885236	0.587751	Shared	1.162018	1.10805	0.523222	0.684771	0.449936	2.392765	2.506996	0.954435	2.354079	2.472166	0.952234	2.264098	2.40097	0.942993	0.791844	0.965169	0.82042
131,027	1.015595	0.982502	0.516293	Shared	0.827276	0.851638	0.485697	0.973029	0.748741	2.084796	2.056036	1.013988	2.036411	2.009688	1.013297	2.011554	2.003233	1.004153	null	null	null
131,028	1.097394	1.066737	0.513968	Shared	0.875681	0.866183	0.505423	0.974953	0.8128	2.238806	2.205717	1.015001	2.169926	2.121442	1.022854	2.147714	2.111402	1.017198	null	null	null
131,029	1.128884	1.112681	0.507176	Shared	1	0.991985	0.504008	0.98392	0.8357	1.714075	1.690452	1.013975	1.655128	1.624234	1.019021	1.660691	1.641208	1.011871	null	null	null
131,030	0.671901	0.66697	0.503669	Shared	0.69453	0.707748	0.490662	0.894902	0.897321	null	null	null	null	null	null	null	null	null	null	null	null
131,031	0.867618	0.979362	0.442951	Shared	0.684406	0.749373	0.456652	0.957772	0.545386	2.4382	2.55593	0.953939	2.470648	2.617169	0.944015	2.45281	2.621018	0.935823	null	null	null
131,032	0.968733	0.979479	0.494515	Shared	0.922881	0.905709	0.509304	0.964347	0.867626	2.22219	2.27375	0.977324	2.160377	2.212153	0.976595	2.137898	2.195175	0.973908	null	null	null
131,033	0.975633	1.014877	0.480666	Shared	0.919697	0.923473	0.497956	0.958718	0.807479	2.074096	2.096425	0.989349	1.951408	1.958253	0.996504	1.997359	1.997288	1.000036	null	null	null
131,034	0.803717	0.826415	0.486267	Shared	0.914858	0.943425	0.48486	0.919686	0.723757	3.512862	3.51193	1.000265	3.450911	3.406774	1.012956	3.286827	3.265969	1.006386	null	null	null
131,035	1.183128	1.140942	0.517828	Shared	0.798273	0.796724	0.50097	0.982718	0.688108	2.604328	2.432735	1.070535	2.651873	2.501791	1.05999	2.668059	2.516094	1.060397	null	null	null
131,036	1.149179	1.13034	0.508197	Shared	0.945888	0.954785	0.495341	0.971334	0.832245	2.050285	2.067051	0.991889	1.967155	2.000635	0.983265	1.945862	1.9798	0.982858	null	null	null
131,037	0.919557	0.852239	0.536603	Shared	1.034337	1.000221	0.516492	0.961839	0.735473	3.223971	3.102146	1.039271	3.235238	3.046813	1.061843	3.16718	3.014897	1.05051	null	null	null
131,038	0.865288	0.829222	0.52084	Shared	0.833384	0.809836	0.514128	0.933429	0.637516	3.540278	3.417892	1.035808	3.486781	3.263775	1.068328	3.474294	3.248436	1.069528	null	null	null
131,039	0.926983	0.918356	0.504653	Shared	1.141165	1.159587	0.492056	0.702501	0.780335	2.490328	2.348178	1.060536	2.50983	2.147055	1.168964	2.486975	2.084478	1.193092	0.728603	0.798877	0.912033
131,040	0.902407	0.950778	0.474563	Shared	0.583536	0.648238	0.450094	0.983461	0.490585	2.538543	2.563826	0.990139	2.58328	2.614333	0.988122	2.523273	2.588425	0.974829	null	null	null
131,041	0.555856	1.262822	0.220085	Other	0.695459	0.985767	0.35275	0.568605	0.184331	1.35032	2.219258	0.608456	1.331901	2.099972	0.634247	1.392466	2.178989	0.639042	0.231864	0.880715	0.263268
131,042	0.852759	0.87965	0.484715	Shared	0.867305	0.867576	0.499844	0.959491	0.776774	2.951323	3.088198	0.955678	2.861009	2.979508	0.960229	2.916275	3.020089	0.965625	null	null	null
131,043	0.934489	0.862295	0.538628	Shared	0.992973	0.980248	0.506408	0.86402	0.887057	1.686007	1.714577	0.983337	1.861027	1.878261	0.990824	1.858559	1.877462	0.989931	null	null	null
131,044	0.802514	0.81237	0.493934	Shared	0.730702	0.72279	0.505414	0.967896	0.493913	2.939909	2.948256	0.997169	2.934674	2.933136	1.000524	2.875831	2.897397	0.992557	null	null	null
131,045	0.700227	0.819274	0.427346	Shared	0.995633	1.096611	0.453959	0.887911	0.740986	2.733555	2.812021	0.972096	2.711838	2.698735	1.004855	2.678174	2.749913	0.973912	null	null	null
131,046	0.919566	0.944207	0.486951	Shared	0.956073	0.98797	0.483857	0.842252	0.750643	1.775733	2.015918	0.880855	1.768231	2.033823	0.869413	1.765894	2.029269	0.870212	null	null	null
131,047	0.881345	0.901133	0.489021	Shared	0.871139	0.861136	0.505741	0.953501	0.82625	3.262135	3.239078	1.007118	3.105148	3.050622	1.017874	3.094573	3.136835	0.986527	0.775577	0.811544	0.955681
131,048	0.817493	0.844905	0.483778	Shared	0.681377	0.744513	0.457599	0.965851	0.520721	2.415785	2.53004	0.954841	2.353226	2.447323	0.961551	2.509153	2.589112	0.969117	null	null	null
131,049	0.849118	0.815991	0.519507	Shared	0.680758	0.677695	0.50225	0.948234	0.372759	1.613139	1.698426	0.949785	1.67705	1.741364	0.963067	1.856148	1.947795	0.952948	null	null	null
131,050	0.745631	0.889297	0.419225	Shared	0.842564	0.932882	0.451592	0.862123	0.579881	3.276273	3.427026	0.956011	3.288469	3.361829	0.978178	3.278881	3.366637	0.973934	null	null	null
131,051	0.951358	0.956556	0.497283	Shared	0.91481	0.911051	0.502055	0.945572	0.718482	2.13008	2.194306	0.970731	2.18047	2.213125	0.985245	2.175341	2.226699	0.976935	null	null	null
131,052	0.962096	0.828393	0.569485	Shared	1.12764	1.13168	0.498215	0.943275	0.769983	1.552829	1.43394	1.082911	1.301269	1.158811	1.122935	1.360594	1.212392	1.12224	null	null	null
131,053	0.737218	0.765013	0.481834	Shared	0.798516	0.818878	0.487567	0.962249	0.695839	4.436765	4.643708	0.955436	4.453404	4.649848	0.957753	4.50698	4.671897	0.9647	null	null	null
131,054	0.823398	0.964683	0.426771	Shared	1.140109	1.168216	0.48797	0.86025	0.795591	1.434185	1.704683	0.841321	1.402703	1.414868	0.991402	1.458593	1.479272	0.986021	0.702777	0.710185	0.98957
131,055	0.764115	0.767389	0.497867	Shared	0.876429	0.873107	0.501895	0.955731	0.660217	4.262541	4.192408	1.016729	4.227119	4.153206	1.017797	4.103242	4.04216	1.015111	null	null	null
131,056	0.824869	0.818946	0.50359	Shared	1.015451	1.019587	0.497972	0.91381	0.792399	3.736178	3.926471	0.951536	3.76476	3.945744	0.954132	3.823772	3.974029	0.96219	null	null	null
131,057	0.949476	0.863554	0.545247	Shared	1.029561	1.038489	0.495702	0.638708	0.64743	1.13457	1.740018	0.652045	1.413137	1.793794	0.787792	1.351717	1.705539	0.792545	null	null	null
131,058	0.755285	0.807342	0.46776	Shared	0.765402	0.82178	0.465697	0.96859	0.732938	3.421018	3.621267	0.944702	3.492694	3.680814	0.948892	3.449138	3.590898	0.960522	0.977814	1.059549	0.922859
131,059	1.017736	1.00569	0.505918	Shared	0.75662	0.753459	0.502089	0.987754	0.580249	2.356394	2.336112	1.008682	2.294298	2.288965	1.00233	2.272979	2.261605	1.005029	null	null	null
131,060	1.017785	0.903832	0.555981	Shared	0.942759	0.9104	0.517162	0.883657	0.664059	2.369953	2.326385	1.018728	2.376695	2.303635	1.031715	2.399285	2.322135	1.033224	null	null	null
131,061	0.864754	0.891447	0.485028	Shared	0.980814	1.05555	0.464599	0.899799	0.753621	2.210032	2.382736	0.927519	2.109785	2.197734	0.959982	2.123122	2.213639	0.959109	null	null	null
131,062	0.940809	0.956384	0.491857	Shared	0.849201	0.858665	0.494489	0.916122	0.784283	2.763398	2.67069	1.034713	2.762536	2.615868	1.056068	2.778908	2.629338	1.056885	null	null	null
131,063	0.989522	0.926407	0.531891	Shared	1.020599	0.981391	0.519208	0.951003	0.862854	2.065542	2.03223	1.016392	1.902714	1.886883	1.00839	1.912022	1.89127	1.010973	null	null	null
131,064	0.840673	0.80575	0.520771	Shared	1.292409	1.275216	0.506651	0.906346	0.893473	1.607516	1.637927	0.981433	1.567497	1.550438	1.011003	1.511274	1.475512	1.024237	null	null	null
131,065	1.211303	1.147326	0.526408	Shared	0.89502	0.880492	0.508116	0.985855	0.811213	1.726347	1.668142	1.034892	1.762221	1.702755	1.034924	1.762744	1.706758	1.032802	null	null	null
131,066	0.795577	0.831328	0.478498	Shared	0.995596	1.038547	0.479322	0.683484	0.760049	0.913728	1.293139	0.706597	0.959144	1.366919	0.701683	0.928363	1.332803	0.696549	null	null	null
131,067	1.134092	0.875404	0.614051	Other	0.986393	0.988051	0.499161	0.382947	0.487897	0.566843	1.083594	0.523114	0.61494	1.119844	0.54913	0.603194	1.126454	0.53548	null	null	null
131,068	0.801981	0.790412	0.507213	Shared	0.762522	0.744251	0.511981	0.948721	0.607457	3.547942	3.633291	0.976509	3.556539	3.596845	0.988794	3.232387	3.257276	0.992359	null	null	null
131,069	0.994986	0.971106	0.512	Shared	0.709652	0.679726	0.521085	0.97468	0.573167	2.883781	2.855073	1.010055	2.83737	2.805023	1.011532	2.786643	2.773577	1.004711	null	null	null
131,070	0.926995	0.856235	0.538166	Shared	0.614153	0.589306	0.520228	0.98798	0.453569	2.389031	2.288885	1.043753	2.373458	2.277273	1.042237	2.349933	2.299375	1.021987	null	null	null
131,071	0.919463	0.990437	0.46417	Shared	1.299348	1.30423	0.498128	0.576355	0.692051	0.998145	1.691785	0.589995	0.843049	1.270638	0.663485	0.876935	1.322832	0.662923	null	null	null

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