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 ⌀
700	0.970518	0.959089	0.505888	Shared	1.142646	1.139985	0.501165	0.877542	0.94188	1.729289	1.762156	0.981348	1.708177	1.695081	1.007726	2.155075	2.118864	1.01709	null	null	null
701	1.036987	1.050514	0.493562	Shared	1.087722	1.085659	0.500948	0.927927	0.959959	2.05695	2.05123	1.002789	2.085384	2.165476	0.963014	2.309618	2.431394	0.949915	null	null	null
702	1.033586	1.02206	0.505576	Shared	1.168314	1.184152	0.493313	0.873322	0.923632	1.336272	1.464259	0.912592	1.262529	1.301041	0.970399	1.305872	1.34194	0.973123	null	null	null
703	1.109775	1.098924	0.504889	Shared	1.178672	1.193173	0.493923	0.888941	0.947194	1.088478	1.185006	0.918543	0.77931	0.855183	0.911279	0.767876	0.843687	0.910144	null	null	null
704	1.027515	1.029672	0.498953	Shared	1.073634	1.069726	0.50182	0.94723	0.970772	2.182342	2.231043	0.978171	2.78278	2.940108	0.946489	2.89935	3.051235	0.950222	null	null	null
705	0.957978	0.885836	0.537653	Shared	0.962438	0.922539	0.520728	0.930525	0.678691	2.503124	2.415348	1.036341	2.319009	2.213912	1.047471	2.318207	2.243415	1.033338	0.82219	0.798564	1.029585
706	1.0896	1.002577	0.539934	Shared	0.611944	0.567045	0.536685	0.958317	0.49288	2.730366	2.598565	1.050721	2.706595	2.57563	1.050848	2.678037	2.556484	1.047547	null	null	null
707	0.930617	0.87061	0.532241	Shared	1.128357	1.122982	0.502382	0.697448	0.74997	1.788663	2.089427	0.856055	1.717248	1.956446	0.877738	1.776588	2.042714	0.86972	null	null	null
708	1.100318	1.101067	0.49966	Shared	1.251107	1.262575	0.495458	0.903301	0.94553	1.711464	1.734315	0.986824	1.763244	1.757588	1.003218	1.786301	1.775592	1.006031	null	null	null
709	0.941996	0.939226	0.50147	Shared	0.771794	0.771297	0.500322	0.960157	0.734219	2.57821	2.617507	0.984987	2.544483	2.53173	1.005038	2.493935	2.499665	0.997708	null	null	null
710	0.961108	0.933229	0.514504	Shared	1.298947	1.290846	0.503118	0.905481	0.933115	1.617978	1.687571	0.958762	1.658283	1.714775	0.967056	1.68508	1.735652	0.970863	null	null	null
711	1.183143	1.145971	0.515709	Shared	0.68527	0.661229	0.517541	0.976111	0.703161	1.734444	1.683388	1.030329	1.702008	1.633339	1.042042	1.684088	1.618305	1.040649	null	null	null
712	0.996599	1.037765	0.480166	Shared	1.120093	1.141599	0.490581	0.853121	0.797595	2.024576	2.15791	0.938212	1.999045	2.069159	0.966115	2.005298	2.068429	0.969478	null	null	null
713	0.946155	0.958335	0.493645	Shared	1.180826	1.184668	0.498378	0.955441	0.905736	1.822778	1.809482	1.007348	1.83178	1.802029	1.016509	1.744415	1.743283	1.000649	null	null	null
714	1.105493	0.935489	0.57689	Shared	1.446038	1.443243	0.500966	0.857563	0.904464	1.678801	1.544208	1.08716	1.55297	1.43776	1.080132	1.585226	1.453582	1.090566	null	null	null
715	0.883688	0.915774	0.482482	Shared	0.869451	0.866205	0.501867	0.953653	0.716703	3.297233	3.406264	0.967991	3.260978	3.332057	0.978668	3.194771	3.274524	0.975644	null	null	null
716	1.023462	1.004724	0.509154	Shared	1.03998	1.048358	0.496004	0.941285	0.956742	1.390197	1.403716	0.990369	0.818669	0.890921	0.918901	0.841762	0.916381	0.918573	null	null	null
717	0.982469	0.969397	0.506652	Shared	1.106674	1.101184	0.50248	0.92916	0.963809	null	null	null	null	null	null	null	null	null	null	null	null
718	1.074665	0.953866	0.556203	Shared	1.104301	1.086731	0.507955	0.912149	0.850321	2.325545	2.27949	1.020204	2.317124	2.270596	1.020492	2.38952	2.328659	1.026136	null	null	null
719	1.0459	1.044068	0.500876	Shared	1.109191	1.103823	0.50242	0.918299	0.954489	1.362815	1.431829	0.9518	1.056629	1.094898	0.965049	1.121164	1.176241	0.953176	null	null	null
720	1.048746	1.071837	0.489228	Shared	1.249343	1.344608	0.464575	0.50034	0.685434	0.903676	1.525774	0.592274	0.859182	1.471573	0.583853	0.884191	1.494942	0.591455	null	null	null
721	1.017856	1.047768	0.485726	Shared	1.079999	1.067479	0.505796	0.908182	0.948388	1.461465	1.651574	0.884892	1.109287	1.354477	0.818978	1.22642	1.465992	0.83658	null	null	null
722	0.927267	0.931201	0.497888	Shared	0.616452	0.62456	0.493509	0.976534	0.640399	2.363198	2.421558	0.9759	2.316694	2.375601	0.975204	2.294502	2.343009	0.979297	null	null	null
723	1.294494	1.279869	0.505649	Shared	0.490488	0.453984	0.537212	0.996495	0.723925	1.215599	1.180313	1.029895	1.209997	1.174802	1.029958	1.244014	1.22336	1.016883	null	null	null
724	1.05729	1.051221	0.50287	Shared	1.14546	1.141917	0.501547	0.905364	0.948566	1.651101	1.695562	0.973778	1.754814	1.803136	0.973201	1.69102	1.754848	0.963627	null	null	null
725	1.021164	1.009904	0.505513	Shared	1.104684	1.110021	0.497596	0.890967	0.955613	2.095324	2.283311	0.917669	3.44559	4.235139	0.813572	3.43096	4.231768	0.810763	null	null	null
726	0.820637	0.746627	0.545093	Shared	1.274096	1.283098	0.496492	0.790043	0.816489	1.495114	1.639245	0.912075	1.287433	1.393972	0.923572	1.463827	1.580525	0.926165	null	null	null
727	0.962664	1.058934	0.454544	Shared	0.539454	0.583862	0.46197	0.943715	0.2033	1.987038	1.693442	1.173373	1.982963	1.687073	1.175387	2.110242	1.842493	1.145319	null	null	null
728	1.055124	1.079129	0.488878	Shared	1.044319	1.043499	0.500393	0.974542	0.862302	1.894808	1.94242	0.975488	1.926695	1.957449	0.984289	1.933055	1.961758	0.985368	null	null	null
729	0.874171	0.874958	0.49955	Shared	1.255422	1.277545	0.491342	0.483915	0.727453	1.548205	1.922531	0.805295	1.417001	1.670171	0.848417	1.359085	1.625552	0.836076	null	null	null
730	0.996096	0.989402	0.50336	Shared	1.114624	1.102286	0.505535	0.932958	0.945695	2.702652	2.792863	0.967699	3.660384	3.858801	0.948581	3.62413	3.747781	0.967007	null	null	null
731	1.035317	0.977455	0.527944	Shared	1.291819	1.303448	0.495539	0.876068	0.889435	2.102034	1.867632	1.125507	1.908784	1.665568	1.146026	1.803269	1.60037	1.126783	null	null	null
732	1.030113	1.019125	0.505334	Shared	1.297074	1.281443	0.506026	0.920016	0.857987	1.527425	1.57461	0.970034	1.364236	1.39933	0.97492	1.408318	1.434271	0.981905	null	null	null
733	1.023977	0.975685	0.523581	Shared	0.591387	0.562772	0.524193	0.984727	0.534981	2.440105	2.40352	1.015221	2.411786	2.367411	1.018744	2.308257	2.24368	1.028782	null	null	null
734	1.057897	1.039182	0.508845	Shared	1.122362	1.124184	0.49919	0.935437	0.964505	1.23777	1.295132	0.955709	0.928576	0.988703	0.939185	0.947196	0.996636	0.950393	null	null	null
735	1.103282	0.993495	0.549755	Shared	1.309731	1.324089	0.494578	0.62627	0.852116	1.168414	1.504017	0.776862	1.417608	1.823637	0.777352	1.419435	1.822658	0.778772	null	null	null
736	0.947708	0.908536	0.520667	Shared	1.03144	1.028512	0.50142	0.910264	0.958294	null	null	null	null	null	null	null	null	null	null	null	null
737	0.876154	0.891959	0.491141	Shared	0.753931	0.764326	0.4932	0.94923	0.611431	3.215207	3.272951	0.982357	3.22957	3.304286	0.977388	3.154057	3.237541	0.974214	null	null	null
738	1.0761	1.048675	0.512743	Shared	1.218006	1.218487	0.499803	0.873725	0.921508	1.624947	1.733754	0.937242	1.749444	1.862162	0.939469	1.804581	1.900293	0.949633	null	null	null
739	1.08653	1.081991	0.502089	Shared	1.141227	1.135928	0.502322	0.930954	0.96458	1.42047	1.513718	0.938398	1.065736	1.163787	0.915748	1.095667	1.187617	0.922576	null	null	null
740	0.964207	0.954227	0.505175	Shared	1.08061	1.083445	0.498692	0.892006	0.947375	1.508981	1.526169	0.988738	1.663895	1.587316	1.048245	1.675472	1.596215	1.049653	null	null	null
741	1.087938	1.026214	0.528367	Shared	1.197325	1.182761	0.506082	0.979534	0.906826	1.804483	1.725724	1.045638	1.904275	1.822755	1.044723	1.903632	1.826453	1.042256	null	null	null
742	1.203285	1.160225	0.517893	Shared	1.175329	1.180393	0.497855	0.975719	0.948228	1.583737	1.563447	1.012978	1.678877	1.650859	1.016972	1.722517	1.69177	1.018175	null	null	null
743	1.018666	0.994145	0.512036	Shared	1.071073	1.071764	0.499678	0.894427	0.951598	null	null	null	null	null	null	null	null	null	null	null	null
744	0.940555	0.84918	0.548575	Shared	0.792492	0.759483	0.520826	0.94415	0.692716	2.776967	2.534561	1.09564	2.745101	2.516397	1.090885	2.957135	2.761674	1.070776	null	null	null
745	0.828413	0.83478	0.496187	Shared	0.724724	0.717174	0.505209	0.923337	0.30008	3.643333	3.501316	1.040561	3.637823	3.482065	1.044732	3.581195	3.430078	1.044057	null	null	null
746	0.903297	0.89663	0.50369	Shared	0.594428	0.594103	0.500274	0.984339	0.528299	3.036348	3.007961	1.009437	3.046577	3.010961	1.011829	2.982955	2.947086	1.012171	null	null	null
747	1.039238	0.886793	0.573345	Shared	1.315253	1.284101	0.511842	0.60669	0.816243	1.154521	1.535162	0.752051	1.09984	1.456237	0.755262	1.079543	1.425	0.757574	null	null	null
748	1.034377	1.052291	0.491488	Shared	1.105497	1.107412	0.499135	0.911436	0.931917	null	null	null	null	null	null	null	null	null	null	null	null
749	1.40318	1.266732	0.548621	Shared	0.736732	0.642459	0.56398	0.992223	0.579409	1.695627	1.589224	1.066953	1.731141	1.619677	1.068818	1.765173	1.641883	1.075091	null	null	null
750	1.058318	1.054012	0.502035	Shared	1.158579	1.156653	0.500831	0.893532	0.950737	1.961153	2.048659	0.957286	2.573301	2.695407	0.954698	2.627652	2.730985	0.962163	null	null	null
751	1.027684	1.016042	0.505664	Shared	1.134319	1.128821	0.502423	0.913804	0.942676	1.692181	1.742077	0.971358	1.956345	1.948955	1.003792	2.115033	2.091538	1.011233	null	null	null
752	0.897501	1.047084	0.428572	Shared	0.654124	0.667821	0.489745	0.93532	0.522902	1.981889	2.290476	0.865274	2.06671	2.321518	0.890241	1.888616	2.127386	0.887763	0.886524	1.031041	0.859834
753	1.066896	1.074743	0.496349	Shared	1.110345	1.108043	0.501037	0.934762	0.960984	1.158882	1.16888	0.991446	0.743906	0.743147	1.00102	0.758873	0.783763	0.968243	null	null	null
754	0.970108	0.977414	0.496263	Shared	0.580183	0.574991	0.504474	0.986301	0.568375	2.261944	2.304244	0.981642	2.309439	2.310119	0.999706	2.177258	2.204116	0.987815	null	null	null
755	1.062963	1.066355	0.498409	Shared	1.169491	1.16385	0.502412	0.861393	0.940852	1.261126	1.420821	0.887604	1.223386	1.391464	0.879208	1.283406	1.43158	0.896496	null	null	null
756	0.929172	0.918835	0.505562	Shared	1.152424	1.129782	0.509824	0.950315	0.885472	2.440484	2.466023	0.989643	2.420189	2.401673	1.00771	2.441198	2.435774	1.002227	null	null	null
757	1.025254	0.966164	0.528817	Shared	1.275227	1.267969	0.502846	0.709907	0.890923	1.146247	1.484394	0.772198	1.11196	1.366427	0.813772	1.126735	1.37716	0.818158	null	null	null
758	1.316625	1.248386	0.525914	Shared	1.144476	1.159392	0.493567	0.80581	0.915083	1.373901	1.565391	0.877673	1.290621	1.409576	0.915609	1.305059	1.430266	0.912459	null	null	null
759	1.018227	1.013562	0.502291	Shared	1.088319	1.087314	0.500461	0.91952	0.94579	null	null	null	null	null	null	null	null	null	null	null	null
760	1.086406	1.093791	0.496624	Shared	1.152466	1.151859	0.500263	0.914325	0.954177	1.146721	1.202457	0.953648	0.837563	0.933507	0.897223	0.889619	0.989995	0.898609	null	null	null
761	0.988556	0.975536	0.506585	Shared	1.036928	1.035408	0.500733	0.941497	0.972214	2.099534	2.245812	0.934866	1.851792	1.834928	1.00919	1.708995	1.662459	1.027993	null	null	null
762	0.909952	0.836107	0.540576	Shared	0.927259	0.893477	0.518216	0.891482	0.574944	3.218844	3.002614	1.072014	3.098981	2.863555	1.082214	3.193498	2.926696	1.091162	null	null	null
763	1.068332	1.051715	0.507777	Shared	0.591056	0.562271	0.524351	0.988	0.573447	1.829401	1.868652	0.978995	1.824242	1.846599	0.987893	1.866494	1.86229	1.002258	null	null	null
764	1.108518	1.086213	0.510061	Shared	1.368241	1.371506	0.49881	0.971845	0.957333	1.329182	1.353113	0.982314	1.18905	1.197881	0.992628	1.239409	1.251921	0.990006	null	null	null
765	0.937162	1.014147	0.462045	Shared	0.792914	0.825619	0.480193	0.950888	0.474509	2.338912	2.476458	0.944459	2.31209	2.409344	0.959635	2.202737	2.301838	0.956947	null	null	null
766	0.8747	0.92271	0.473984	Shared	0.557227	0.603056	0.462003	0.980796	0.56657	2.127254	2.187967	0.972251	2.165897	2.213516	0.978487	2.196017	2.226437	0.986337	null	null	null
767	1.057187	1.030984	0.512393	Shared	1.101984	1.10038	0.500728	0.904932	0.938309	0.859266	1.013719	0.847637	0.785168	0.857884	0.915238	0.887731	0.755575	1.174909	null	null	null
768	1.004503	1.013753	0.495437	Shared	1.067548	1.062421	0.502401	0.950837	0.95478	2.1988	2.065008	1.06479	2.46126	2.266758	1.085806	2.31485	2.140762	1.081321	null	null	null
769	0.701926	0.723842	0.484862	Shared	1.268508	1.304761	0.486107	0.45159	0.704681	0.621909	1.596364	0.389579	0.693546	1.76362	0.393251	0.730111	1.798095	0.406047	null	null	null
770	0.93271	0.996875	0.467817	Shared	0.584073	0.622324	0.469267	0.861226	0.298982	2.703277	2.458435	1.099593	2.709972	2.466967	1.098504	2.705052	2.566283	1.054074	null	null	null
771	1.084001	1.070083	0.506419	Shared	1.145576	1.145425	0.500066	0.932976	0.949209	2.747364	3.195017	0.85989	2.304355	3.342927	0.689323	2.490525	3.405965	0.731224	null	null	null
772	0.821186	0.840419	0.488558	Shared	0.690911	0.729572	0.473504	0.97879	0.528338	3.758606	3.880775	0.968519	3.75477	3.886836	0.966022	3.668226	3.771628	0.972584	null	null	null
773	1.086555	1.069123	0.508022	Shared	1.166546	1.173144	0.497188	0.916405	0.948119	1.837612	1.89234	0.971079	2.092142	2.122257	0.98581	1.99362	2.061453	0.967095	null	null	null
774	0.811614	0.85117	0.476764	Shared	0.577386	0.659908	0.437475	0.976202	0.53916	2.997454	3.277219	0.914633	2.995597	3.267899	0.916674	3.021455	3.26625	0.925053	null	null	null
775	0.826595	0.669332	0.595127	Shared	1.215935	1.235582	0.492049	0.681883	0.840399	1.293374	1.471249	0.879099	1.241739	1.412874	0.878875	1.243318	1.416216	0.877915	null	null	null
776	1.085929	0.972601	0.55218	Shared	0.607826	0.525548	0.567682	0.983762	0.507407	2.064406	1.964878	1.050653	2.012451	1.89963	1.059391	2.022642	1.83395	1.102888	null	null	null
777	0.935474	0.904754	0.51642	Shared	1.276242	1.255511	0.508122	0.933887	0.925663	1.745424	1.841738	0.947705	1.53003	1.556183	0.983194	1.545951	1.557393	0.992653	null	null	null
778	1.106185	1.092511	0.506181	Shared	1.194593	1.201942	0.496943	0.910907	0.956288	1.628482	1.697437	0.959377	1.142363	1.188218	0.961408	1.175897	1.216548	0.966585	null	null	null
779	1.066851	0.958924	0.550582	Shared	1.322223	1.330039	0.497062	0.906016	0.940178	1.494074	1.509829	0.989565	1.15135	1.148004	1.002915	1.145687	1.142755	1.002566	null	null	null
780	1.080962	1.092696	0.494631	Shared	0.502524	0.501573	0.500946	0.985399	0.649864	1.590813	1.55276	1.024506	1.6288	1.578787	1.031678	1.713472	1.641638	1.043758	null	null	null
781	1.075799	1.049481	0.512232	Shared	1.184702	1.185806	0.499535	0.897207	0.949948	1.482061	1.484079	0.99864	1.499067	1.496308	1.001844	1.494411	1.503704	0.99382	null	null	null
782	1.022638	1.017581	0.502473	Shared	1.062115	1.066795	0.497807	0.947711	0.958813	2.210998	2.168994	1.019365	2.132253	2.138527	0.997066	2.006512	1.991063	1.007759	null	null	null
783	1.00507	1.000487	0.50228	Shared	1.068772	1.07271	0.498165	0.941165	0.963441	null	null	null	null	null	null	null	null	null	null	null	null
784	0.796889	0.817525	0.487379	Shared	0.833608	0.830013	0.502156	0.963075	0.681695	3.574096	3.497643	1.021859	3.551901	3.462429	1.025841	3.566727	3.496913	1.019964	null	null	null
785	1.133641	1.175651	0.482134	Shared	1.365683	1.360117	0.502038	0.931117	0.933482	1.529967	1.629959	0.938654	1.512781	1.581238	0.956707	1.503091	1.5658	0.959951	null	null	null
786	1.065908	1.056385	0.504467	Shared	1.109858	1.112848	0.498657	0.943206	0.960295	1.222447	1.275069	0.95873	0.856497	0.870574	0.98383	0.873825	0.887216	0.984906	null	null	null
787	1.166544	0.728845	0.687605	Other	0.935635	0.672999	0.640352	0.392523	-0.150149	1.826894	2.783478	0.656335	1.845254	2.777436	0.664373	2.168064	3.065148	0.707328	null	null	null
788	0.946583	0.898836	0.525221	Shared	0.652092	0.558255	0.571951	0.866945	0.347707	2.556054	2.300679	1.111	2.548031	2.268268	1.123337	2.510864	2.269721	1.106243	null	null	null
789	1.043776	1.031199	0.506025	Shared	1.150607	1.141221	0.504079	0.920099	0.950863	1.450619	1.50429	0.964321	1.252846	1.268535	0.987632	1.232812	1.236435	0.997069	null	null	null
790	0.911276	0.89295	0.510055	Shared	0.622679	0.629459	0.494614	0.982141	0.54558	2.687745	2.726127	0.985921	2.610125	2.647641	0.985831	2.509975	2.58245	0.971936	null	null	null
791	0.993665	0.968906	0.512459	Shared	1.285226	1.277569	0.502979	0.921698	0.934585	1.51271	1.502276	1.006946	1.334977	1.311902	1.017589	1.349125	1.321503	1.020902	null	null	null
792	0.99759	0.999705	0.498942	Shared	1.109101	1.107091	0.500906	0.809079	0.938848	1.199973	1.430303	0.838964	1.213307	1.373795	0.883179	1.352197	1.524544	0.886952	null	null	null
793	0.876854	0.875957	0.500512	Shared	0.61086	0.624332	0.489211	0.978285	0.647974	2.67036	2.806172	0.951603	2.716786	2.874362	0.945179	2.732706	2.873539	0.95099	null	null	null
794	1.070985	1.049682	0.509946	Shared	1.148397	1.157543	0.496049	0.906571	0.943682	1.400631	1.481805	0.945219	1.1798	1.195657	0.986738	1.200426	1.195184	1.004386	null	null	null
795	0.987569	0.983188	0.502218	Shared	0.553916	0.558848	0.495588	0.982496	0.334977	3.44559	3.379147	1.019663	3.448826	3.372433	1.022652	3.237285	3.148949	1.028053	null	null	null
796	1.24879	1.130556	0.54734	Shared	1.314016	1.325719	0.495586	0.477788	0.753031	1.004962	1.477699	0.680085	0.981526	1.351621	0.726185	0.994896	1.354899	0.734296	null	null	null
797	0.988035	0.978213	0.50497	Shared	1.041134	1.046811	0.497288	0.936573	0.964036	null	null	null	null	null	null	null	null	null	null	null	null
798	0.873943	0.806418	0.538632	Shared	1.219402	1.238299	0.49237	0.857326	0.82064	1.857753	1.879976	0.988179	1.71713	1.68156	1.021153	1.615318	1.577912	1.023706	null	null	null
799	0.976771	0.96948	0.503732	Shared	1.089271	1.087189	0.500956	0.927674	0.944714	1.757862	1.859826	0.945175	1.943403	2.048805	0.948554	1.786988	1.921465	0.930014	null	null	null

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