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 ⌀
131,000	1.046962	1.029248	0.50846	Shared	1.149264	1.146327	0.501277	0.921874	0.954041	1.441821	1.461668	0.986422	1.731246	1.580404	1.095445	1.722582	1.576402	1.09273	null	null	null
131,001	0.828479	0.80673	0.513126	Shared	0.747512	0.726443	0.514093	0.954732	0.68911	3.079572	3.058465	1.006901	3.15391	3.127236	1.008529	3.094547	3.083092	1.003716	1.054814	1.068774	0.986938
131,002	0.977735	0.913987	0.5326	Shared	1.043521	1.024477	0.509125	0.897211	0.798416	2.118473	1.979004	1.070474	2.059039	1.837528	1.120548	2.178501	1.969906	1.105891	null	null	null
131,003	1.003599	1.041988	0.481579	Shared	0.735526	0.683681	0.535244	0.685391	0.254001	2.477328	3.185685	0.777644	2.495704	3.200429	0.779803	2.447962	3.089314	0.792397	null	null	null
131,004	1.061774	1.043372	0.508666	Shared	1.133667	1.130674	0.50132	0.908802	0.956105	1.288339	1.302587	0.989061	1.256525	1.309763	0.959353	1.246432	1.305159	0.955004	null	null	null
131,005	1.069876	1.035952	0.515854	Shared	1.088288	1.085562	0.501252	0.790121	0.947579	null	null	null	null	null	null	null	null	null	null	null	null
131,006	1.095388	1.081535	0.506323	Shared	1.174446	1.165473	0.50382	0.900931	0.946995	3.244936	3.299983	0.983319	4.469617	4.537449	0.985051	4.45811	4.492594	0.992324	null	null	null
131,007	1.064587	1.025097	0.518547	Shared	0.741774	0.731697	0.506792	0.982381	0.705609	2.322102	2.32599	0.998328	2.407496	2.398364	1.003808	2.380698	2.366135	1.006155	null	null	null
131,008	0.969307	1.00206	0.483657	Shared	0.553558	0.597595	0.463155	0.987361	0.572866	2.185949	2.258424	0.967909	2.153301	2.247649	0.958024	2.171491	2.25107	0.964649	null	null	null
131,009	1.081111	1.060034	0.509748	Shared	1.21519	1.221303	0.497497	0.89571	0.946272	1.235014	1.320152	0.935509	1.243556	1.329068	0.93566	1.242444	1.347514	0.922027	null	null	null
131,010	0.991139	1.03367	0.479427	Shared	0.50926	0.560852	0.454006	0.984716	0.379693	2.220021	2.215119	1.002213	2.241615	2.24398	0.998946	2.152135	2.176144	0.988967	null	null	null
131,011	1.160738	1.022408	0.559587	Shared	0.929001	0.918261	0.505781	0.971886	0.81949	2.662614	2.554179	1.042454	2.707824	2.56527	1.055571	2.679225	2.540663	1.054538	null	null	null
131,012	1.02003	1.024425	0.497855	Shared	1.123455	1.114452	0.504007	0.909843	0.95813	1.884535	1.926499	0.978218	2.04529	2.112118	0.968359	2.096974	2.193014	0.956206	null	null	null
131,013	1.316074	1.247349	0.52611	Shared	0.66294	0.625549	0.528201	0.993162	0.646014	1.456319	1.374579	1.059465	1.470493	1.398538	1.05145	1.48657	1.421056	1.046103	null	null	null
131,014	0.977595	0.91901	0.529964	Shared	0.735098	0.72138	0.509331	0.965725	0.644306	2.65853	2.554286	1.040812	2.621258	2.504644	1.046559	2.638818	2.509465	1.051546	null	null	null
131,015	0.982057	0.91403	0.534635	Shared	1.333266	1.316268	0.506374	0.921226	0.891278	1.584397	1.535355	1.031942	1.246883	1.200733	1.038435	1.269612	1.227215	1.034548	null	null	null
131,016	1.114356	1.065245	0.522036	Shared	1.260654	1.261775	0.499556	0.888832	0.95507	1.300233	1.319222	0.985606	1.667689	1.666633	1.000634	1.758079	1.753315	1.002717	null	null	null
131,017	1.216015	1.28337	0.473758	Shared	0.61356	0.605356	0.506685	0.980366	0.521607	1.366704	1.419038	0.96312	1.423996	1.441862	0.987609	1.442431	1.445606	0.997803	null	null	null
131,018	1.011902	1.012566	0.499672	Shared	1.111334	1.113472	0.49904	0.945937	0.967564	1.974811	1.837328	1.074827	2.548451	2.016119	1.264038	2.353814	1.828527	1.287273	null	null	null
131,019	1.02414	1.001747	0.510933	Shared	1.054218	1.060439	0.497067	0.895019	0.952298	null	null	null	null	null	null	null	null	null	null	null	null
131,020	1.085026	0.935794	0.568769	Shared	0.73011	0.668002	0.542534	0.949367	0.545167	3.678185	3.445902	1.067408	3.7012	3.448111	1.073399	3.594702	3.35798	1.070495	null	null	null
131,021	1.0346	1.004822	0.514391	Shared	1.060161	1.064886	0.497782	0.934369	0.972127	1.943283	1.877142	1.035235	2.272212	2.260809	1.005044	2.396302	2.468273	0.970841	null	null	null
131,022	1.021906	0.981778	0.519634	Shared	1.14809	1.148226	0.499941	0.863304	0.937407	1.932149	2.101949	0.919218	2.128555	2.404765	0.885141	2.134798	2.414752	0.884065	null	null	null
131,023	1.080909	1.089939	0.495858	Shared	1.256635	1.284172	0.489278	0.922243	0.903248	1.512635	1.583526	0.955232	1.52509	1.596744	0.955125	1.554465	1.627684	0.955016	null	null	null
131,024	1.04051	1.043565	0.498537	Shared	1.105209	1.106374	0.499473	0.938207	0.972771	1.265927	1.251343	1.011655	0.700485	0.717623	0.976118	0.818746	0.824731	0.992742	null	null	null
131,025	1.060028	1.058776	0.50059	Shared	1.161699	1.163073	0.499409	0.921865	0.950517	1.67214	1.831544	0.912968	1.643876	1.828697	0.898933	1.607052	1.773294	0.906252	null	null	null
131,026	1.095439	0.90689	0.586061	Shared	1.364267	1.317577	0.517112	0.684328	0.766228	1.350068	1.624554	0.831039	1.267884	1.458846	0.869101	1.254289	1.437557	0.872514	null	null	null
131,027	1.029573	1.006006	0.511445	Shared	1.100893	1.101652	0.499655	0.889067	0.951097	null	null	null	null	null	null	null	null	null	null	null	null
131,028	0.934525	0.89205	0.522725	Shared	0.782775	0.762289	0.513086	0.952234	0.576257	2.380191	2.365283	1.006303	2.299473	2.237026	1.027915	2.299811	2.244103	1.024824	null	null	null
131,029	0.891243	0.820204	0.539854	Shared	0.674573	0.597681	0.556993	0.965962	0.254912	3.216358	3.469654	0.926997	3.257594	3.499474	0.930881	3.178363	3.184546	0.998059	null	null	null
131,030	0.997598	0.966146	0.515764	Shared	1.330222	1.310022	0.507593	0.875905	0.880722	1.550967	1.712272	0.905795	1.556168	1.717843	0.905885	1.614922	1.769238	0.912778	null	null	null
131,031	1.064331	1.108062	0.480267	Shared	1.260059	1.264797	0.498127	0.95358	0.889461	1.681393	1.758805	0.955986	1.723382	1.770205	0.973549	1.712584	1.756498	0.974999	null	null	null
131,032	1.171421	1.067958	0.544161	Shared	0.779402	0.716205	0.540542	0.974439	0.65318	1.996221	1.859507	1.073521	2.006508	1.887381	1.063117	1.985741	1.887664	1.051957	null	null	null
131,033	1.042939	1.041211	0.500829	Shared	1.093477	1.09627	0.498726	0.952372	0.975047	1.426463	1.475094	0.967032	0.838154	0.897084	0.934309	0.829973	0.904348	0.917758	0.365642	0.421989	0.866473
131,034	0.992425	0.998664	0.496876	Shared	1.061676	1.047708	0.506578	0.916805	0.946302	1.88898	2.033139	0.929096	1.327846	1.352542	0.981741	1.451425	1.453313	0.998701	null	null	null
131,035	0.904003	0.888365	0.508649	Shared	1.335355	1.320736	0.505474	0.95919	0.932719	1.87642	1.894093	0.990669	1.730248	1.71983	1.006058	1.731557	1.720352	1.006514	null	null	null
131,036	1.041547	1.043845	0.498899	Shared	1.112634	1.114421	0.499198	0.932395	0.964272	1.372716	1.519993	0.903107	0.976262	1.166722	0.836756	1.035566	1.210429	0.855536	null	null	null
131,037	0.896349	0.87555	0.511602	Shared	0.701511	0.692485	0.506433	0.973471	0.485862	3.011624	2.998591	1.004346	3.009436	2.986772	1.007588	3.024137	2.989378	1.011627	null	null	null
131,038	1.045889	1.039578	0.503017	Shared	1.114173	1.110733	0.501544	0.9183	0.961287	1.774427	1.864192	0.951848	2.075989	2.216361	0.936666	2.056544	2.199586	0.934969	null	null	null
131,039	1.07751	1.064833	0.505883	Shared	1.210931	1.209477	0.5006	0.894837	0.941922	1.284295	1.3168	0.975315	1.330088	1.3709	0.97023	1.332312	1.379465	0.965818	null	null	null
131,040	1.018291	1.0393	0.489893	Shared	1.112303	1.117591	0.497634	0.70228	0.937033	1.547385	1.865052	0.829674	2.250103	2.464015	0.913186	2.408022	2.613004	0.921553	null	null	null
131,041	0.951789	0.961527	0.494936	Shared	0.78896	0.777084	0.507526	0.944628	0.644522	2.616668	2.731536	0.957947	2.604607	2.696248	0.966012	2.592062	2.63874	0.982311	null	null	null
131,042	1.007894	1.011392	0.498271	Shared	1.211937	1.223517	0.495268	0.85722	0.930404	null	null	null	null	null	null	null	null	null	null	null	null
131,043	0.998918	1.001827	0.498548	Shared	1.071947	1.068293	0.501704	0.938712	0.948449	1.823141	1.966455	0.927121	1.618068	2.20882	0.732549	1.382919	1.99816	0.692096	0.730913	1.242365	0.588324
131,044	1.028532	1.024248	0.502083	Shared	1.152279	1.150484	0.500779	0.920421	0.953639	1.360151	1.39627	0.974132	0.922623	0.92633	0.995998	0.919652	0.933499	0.985167	null	null	null
131,045	0.874751	0.854102	0.511802	Shared	1.070982	1.049212	0.510163	0.907426	0.844773	2.500802	2.493672	1.002859	2.395077	2.337466	1.024646	2.373878	2.337234	1.015679	null	null	null
131,046	0.991485	0.971041	0.51031	Shared	0.629469	0.623616	0.504649	0.979822	0.61428	2.389402	2.343584	1.01955	2.370919	2.326223	1.019214	2.35419	2.327175	1.011608	null	null	null
131,047	1.337238	1.309508	0.510368	Shared	0.527004	0.536013	0.491596	0.988806	0.315997	2.000261	1.984149	1.00812	2.002648	1.983581	1.009612	2.009314	1.98558	1.011953	null	null	null
131,048	1.125673	1.125638	0.500015	Shared	1.207244	1.197466	0.50405	0.909732	0.933004	1.466544	1.592572	0.920865	1.259014	1.433722	0.878143	1.297136	1.442517	0.899217	null	null	null
131,049	1.05274	1.051856	0.50042	Shared	1.137232	1.141827	0.497988	0.854296	0.938136	1.547491	1.755219	0.881652	1.685908	2.174753	0.775218	1.751991	2.246567	0.779853	null	null	null
131,050	0.967703	0.966073	0.500842	Shared	1.093967	1.09143	0.501159	0.939987	0.959915	2.208954	2.234152	0.988722	2.376511	2.716278	0.874915	2.422354	2.773892	0.873269	null	null	null
131,051	1.061922	1.053762	0.503842	Shared	1.174704	1.170632	0.501733	0.869094	0.922056	1.173226	1.279936	0.916629	0.950536	1.073439	0.885506	0.949224	1.074942	0.883047	null	null	null
131,052	0.947523	0.914319	0.517521	Shared	1.073697	1.074846	0.499466	0.936062	0.761256	1.642672	1.705966	0.962898	1.504012	1.579898	0.951968	1.486852	1.561045	0.952472	null	null	null
131,053	0.995032	0.986125	0.504476	Shared	1.046129	1.046825	0.499667	0.946486	0.964078	3.228715	3.000252	1.076148	6.96975	7.409637	0.940633	6.98542	7.443122	0.938507	null	null	null
131,054	0.998803	0.996185	0.501311	Shared	0.73399	0.735278	0.499124	0.952471	0.635483	1.946629	1.99208	0.977184	1.915054	1.916977	0.998997	1.865338	1.852703	1.006819	null	null	null
131,055	1.008346	0.992762	0.507728	Shared	1.10724	1.108369	0.499491	0.912088	0.955511	1.226694	1.294963	0.947281	0.969131	1.068445	0.907048	0.993354	1.109339	0.895446	null	null	null
131,056	1.006859	1.013139	0.496901	Shared	1.123885	1.129999	0.497295	0.887027	0.955052	1.592819	1.723655	0.924094	1.760795	1.82833	0.963062	1.843037	1.90495	0.967499	null	null	null
131,057	1.255487	0.542699	0.783869	Other	0.766711	0.608435	0.603217	-0.302993	-0.546081	-2.47765	0.316735	-7.82247	-2.539822	0.227818	-11.148447	-2.458091	0.145135	-16.936597	null	null	null
131,058	0.953441	0.955685	0.498826	Shared	0.7641	0.789956	0.483634	0.959626	0.735881	3.045238	3.049043	0.998752	3.027244	3.010845	1.005447	2.973084	2.937791	1.012014	null	null	null
131,059	0.958687	0.951436	0.503782	Shared	0.98468	0.973729	0.50556	0.976435	0.802609	2.323499	2.306304	1.007456	2.410727	2.38972	1.00879	2.408	2.394357	1.005698	null	null	null
131,060	1.012213	0.965825	0.522914	Shared	1.265208	1.299528	0.486795	0.689476	0.794216	1.434279	1.634521	0.877492	1.31115	1.475257	0.88876	1.311844	1.484631	0.883616	null	null	null
131,061	0.846726	1.016064	0.41667	Shared	0.895637	0.965889	0.463634	0.72018	0.503657	2.863633	2.964396	0.966009	2.962416	2.949318	1.004441	3.01348	3.125141	0.96427	0.698938	0.984923	0.709637
131,062	0.897235	0.846899	0.528051	Shared	0.618492	0.590604	0.522545	0.976912	0.502013	2.671965	2.692487	0.992378	2.630352	2.656612	0.990115	2.678824	2.612826	1.025259	null	null	null
131,063	0.995265	0.987877	0.503712	Shared	1.083307	1.075181	0.50375	0.940914	0.95434	2.460908	2.409819	1.0212	4.134117	4.313154	0.95849	4.318388	4.545522	0.950031	2.621159	2.903335	0.90281
131,064	0.804782	0.827196	0.486452	Shared	1.1306	1.155419	0.48926	0.899525	0.829945	2.591502	2.704497	0.95822	2.574159	2.6548	0.969625	2.532048	2.63219	0.961955	null	null	null
131,065	1.066758	1.054191	0.50589	Shared	1.136628	1.134221	0.501059	0.929293	0.944608	1.376144	1.437536	0.957293	0.905946	1.034435	0.875789	0.896583	1.005451	0.891722	null	null	null
131,066	1.210061	0.754029	0.688434	Other	1.3338	1.230215	0.538831	0.100671	0.611903	0.026639	2.05982	0.012933	0.033807	2.107757	0.016039	0.168311	2.220529	0.075798	null	null	null
131,067	0.984361	0.970165	0.507211	Shared	0.654889	0.653014	0.501431	0.986881	0.52263	2.373667	2.365935	1.003268	2.318771	2.326801	0.996549	2.314131	2.328984	0.993623	null	null	null
131,068	1.172261	1.137496	0.514828	Shared	0.508948	0.500365	0.508432	0.951969	0.555779	2.908425	2.689128	1.08155	2.909184	2.681632	1.084856	2.852513	2.646772	1.077733	null	null	null
131,069	1.050203	1.055742	0.497377	Shared	1.130151	1.123455	0.502962	0.918293	0.962256	1.934864	2.065884	0.936579	2.347177	2.769498	0.84751	2.558613	2.99169	0.85524	null	null	null
131,070	0.981943	0.871312	0.556333	Shared	1.068879	1.020901	0.522443	0.771157	0.7172	2.294318	2.2533	1.018203	2.22125	2.032495	1.092869	2.367419	2.172741	1.0896	null	null	null
131,071	1.008343	1.001384	0.50345	Shared	1.120322	1.115297	0.502243	0.919806	0.937477	1.560452	1.617025	0.965014	1.136245	1.182446	0.960928	0.966806	1.019857	0.947982	null	null	null

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