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 ⌀
800	1.002856	1.002592	0.500132	Shared	1.078449	1.079929	0.499315	0.944893	0.952098	1.81921	1.926986	0.94407	1.672403	1.765169	0.947446	1.513693	1.61877	0.935088	null	null	null
801	0.933934	0.983074	0.475007	Shared	0.826698	0.826748	0.49997	0.948326	0.708383	1.702148	1.848477	0.920838	1.7664	1.7875	0.988196	1.770136	1.76751	1.001486	null	null	null
802	0.973568	1.00765	0.483088	Shared	0.572674	0.590843	0.484625	0.980819	0.352264	2.178184	2.166705	1.005298	2.158281	2.136306	1.010286	2.079852	2.065022	1.007181	null	null	null
803	0.991489	0.989304	0.501102	Shared	1.116446	1.116567	0.499946	0.880782	0.957065	1.392341	1.507582	0.923559	1.604014	1.825861	0.878497	1.679123	1.887002	0.889836	null	null	null
804	0.895468	0.797663	0.554611	Shared	0.832804	0.799078	0.520249	0.945947	0.753194	2.805046	2.686014	1.044316	2.750894	2.632574	1.044944	2.715849	2.612444	1.039582	null	null	null
805	0.832459	0.898872	0.463058	Shared	0.53317	0.609694	0.437244	0.987475	0.574115	2.164584	2.256612	0.959219	2.129996	2.213711	0.962183	2.072879	2.162963	0.958351	null	null	null
806	0.982686	0.969085	0.50692	Shared	1.021768	1.031472	0.495296	0.904127	0.968399	1.821666	2.169791	0.839558	1.421783	1.748618	0.81309	1.311826	1.662693	0.788977	null	null	null
807	1.057981	1.044739	0.506258	Shared	1.112492	1.115836	0.498502	0.840751	0.947396	4.061138	4.2476	0.956102	4.790468	5.660649	0.846275	5.286275	6.144515	0.860324	null	null	null
808	0.995515	0.991097	0.502219	Shared	1.025387	1.027376	0.499032	0.891704	0.974052	null	null	null	null	null	null	null	null	null	null	null	null
809	1.060245	0.99013	0.533065	Shared	1.034656	1.010415	0.511714	0.975292	0.855689	2.01754	1.959647	1.029543	1.925198	1.863537	1.033088	1.910235	1.847769	1.033806	null	null	null
810	0.880488	0.891298	0.493936	Shared	0.684267	0.684578	0.499773	0.967432	0.566992	2.702758	2.73513	0.988164	2.712375	2.742861	0.988886	2.657811	2.691835	0.987361	null	null	null
811	0.952575	0.94698	0.502937	Shared	1.055916	1.05026	0.502678	0.945141	0.938292	null	null	null	null	null	null	null	null	null	null	null	null
812	1.037641	1.02914	0.504096	Shared	1.088963	1.092503	0.49838	0.923949	0.963507	null	null	null	null	null	null	null	null	null	null	null	null
813	1.063554	0.982892	0.537921	Shared	1.299609	1.30665	0.497306	0.905378	0.937689	1.43252	1.43357	0.999268	1.485561	1.441484	1.030577	1.487949	1.438706	1.034228	null	null	null
814	0.867009	0.856773	0.505903	Shared	1.254252	1.318817	0.475522	0.611036	0.744938	0.81181	1.165216	0.696704	1.021598	1.456139	0.70158	1.020427	1.44069	0.70829	null	null	null
815	0.563418	0.855082	0.329453	Other	1.337571	1.646932	0.406079	0.200417	0.538867	0.244493	1.38319	0.17676	0.218042	1.254572	0.173798	0.231311	1.264753	0.182891	0.105605	0.871383	0.121192
816	0.974809	0.938033	0.518863	Shared	1.267204	1.283245	0.49375	0.592633	0.846888	1.05663	1.439831	0.733857	1.010615	1.336085	0.7564	1.006206	1.332952	0.75487	null	null	null
817	1.120453	1.019077	0.545239	Shared	1.058563	1.031533	0.512767	0.982696	0.84285	1.94964	1.814366	1.074557	1.79132	1.676324	1.0686	1.797459	1.682811	1.068129	null	null	null
818	1.135049	1.050932	0.537055	Shared	1.100759	1.100032	0.50033	0.964259	0.891578	2.037044	1.979587	1.029025	2.092576	2.028188	1.031747	2.069417	2.006426	1.031395	null	null	null
819	1.294522	1.222786	0.527707	Shared	0.820392	0.780162	0.524518	0.944448	0.7427	1.938498	1.923054	1.008031	1.893316	1.887324	1.003175	1.922598	1.908275	1.007506	null	null	null
820	1.10557	1.103618	0.500883	Shared	1.173257	1.176809	0.498491	0.909121	0.956454	1.279872	1.375064	0.930772	1.11599	1.287015	0.867116	1.179091	1.349184	0.873929	0.746847	0.911951	0.818956
821	1.260619	0.815118	0.676699	Other	1.013058	0.883248	0.564068	0.675797	0.504778	3.771004	3.640763	1.035773	3.84293	3.717368	1.033777	3.944506	3.846175	1.025566	null	null	null
822	1.051995	1.046418	0.502651	Shared	1.14843	1.149869	0.499374	0.902787	0.943435	1.392747	1.451892	0.959263	0.858858	0.847787	1.013059	0.800194	0.806207	0.992541	null	null	null
823	1.008512	0.986924	0.510703	Shared	1.12981	1.125894	0.501733	0.902057	0.964776	1.688247	1.827132	0.923987	1.760472	1.973405	0.892099	1.828299	2.014345	0.90764	null	null	null
824	1.224566	1.066623	0.564489	Shared	1.336505	1.355949	0.49283	0.64563	0.851154	0.970877	1.221069	0.795105	0.758803	0.936809	0.809987	0.741918	0.923044	0.803773	null	null	null
825	1.054162	1.067139	0.49392	Shared	1.135911	1.133354	0.501125	0.920104	0.947682	1.902207	2.007635	0.947486	2.042983	2.120918	0.963254	2.085838	2.160731	0.965339	null	null	null
826	1.204179	0.680952	0.717255	Other	1.226554	1.066587	0.56521	0.809079	0.686105	1.483039	1.176166	1.260909	1.597012	1.112008	1.436151	1.536433	1.017311	1.510287	null	null	null
827	1.2882	1.038294	0.596998	Shared	1.170299	1.165213	0.502173	0.774288	0.741632	1.516718	1.616544	0.938247	1.498436	1.589149	0.942917	1.562998	1.63191	0.957772	null	null	null
828	0.981529	0.986282	0.497591	Shared	1.06157	1.071054	0.495573	0.938053	0.94303	3.651972	4.497915	0.811925	0.153185	0.303265	0.50512	0.064633	0.249819	0.258718	null	null	null
829	1.048454	1.01529	0.515816	Shared	0.577062	0.577042	0.500017	0.982875	0.507976	2.480025	2.483009	0.998798	2.437009	2.442013	0.997951	2.396137	2.389109	1.002942	null	null	null
830	1.154748	0.994183	0.569524	Shared	1.352025	1.309679	0.51566	0.455537	0.816533	0.341354	1.005155	0.339603	0.320573	0.939334	0.341277	0.376916	0.980942	0.384239	null	null	null
831	1.000205	0.962757	0.518721	Shared	1.260087	1.279331	0.492479	0.822396	0.897522	1.505044	1.612088	0.933599	1.727784	1.841068	0.938469	1.779348	1.902779	0.935131	null	null	null
832	1.018873	1.000311	0.509109	Shared	1.078142	1.086172	0.496304	0.92915	0.965673	2.548482	2.433116	1.047415	3.490915	3.516463	0.992735	3.56117	3.664717	0.971745	null	null	null
833	1.009465	1.006815	0.501313	Shared	1.06447	1.061247	0.501514	0.939103	0.947091	1.788945	1.77108	1.010087	1.729671	1.747525	0.989784	1.675874	1.734892	0.965981	null	null	null
834	1.217142	1.255356	0.484779	Shared	0.46736	0.482479	0.484331	0.985883	0.518897	1.491561	1.497618	0.995955	1.525156	1.505822	1.01284	1.530414	1.511358	1.012608	null	null	null
835	1.069322	1.007874	0.528733	Shared	0.83505	0.798116	0.522114	0.962485	0.758014	2.657964	2.62315	1.013272	2.72195	2.680265	1.015552	2.764077	2.713821	1.018519	null	null	null
836	0.985698	0.962088	0.511976	Shared	1.042904	1.041075	0.500877	0.930069	0.975888	null	null	null	null	null	null	null	null	null	null	null	null
837	0.906382	0.89495	0.506306	Shared	1.237955	1.230052	0.503192	0.937878	0.924773	2.079381	2.076532	1.001372	2.065154	2.044204	1.010248	2.108806	2.098312	1.005001	null	null	null
838	1.074132	1.07719	0.498581	Shared	1.160763	1.156635	0.501778	0.869552	0.942724	3.629184	3.521786	1.030495	2.992342	2.878871	1.039415	3.307068	3.108762	1.063789	null	null	null
839	1.068547	1.034269	0.516039	Shared	1.253225	1.252897	0.500131	0.91302	0.960719	1.712116	1.657362	1.033037	1.593792	1.510565	1.055096	1.633669	1.544905	1.057456	0.824954	0.853204	0.96689
840	0.961037	0.920619	0.521028	Shared	1.3218	1.311855	0.503762	0.944306	0.926806	1.882587	1.897942	0.991909	1.740778	1.754984	0.991906	1.746555	1.744056	1.001433	null	null	null
841	0.936314	0.88305	0.528443	Shared	1.358059	1.352411	0.502079	0.905308	0.885445	1.794843	1.784985	1.005523	1.667989	1.623454	1.027432	1.671569	1.626109	1.027957	null	null	null
842	0.930383	0.921441	0.504805	Shared	0.959168	0.957392	0.500926	0.951656	0.840368	2.187594	2.170003	1.008107	2.047544	2.004145	1.021655	2.049226	2.006159	1.021467	null	null	null
843	0.938434	0.940678	0.498807	Shared	1.073585	1.073236	0.500162	0.919962	0.962665	2.777081	2.777035	1.000017	2.545959	2.486455	1.023931	2.34023	2.279908	1.026458	null	null	null
844	0.889493	0.899096	0.49466	Shared	0.776402	0.774436	0.501266	0.962271	0.648437	2.981805	2.944349	1.012721	3.019098	2.956239	1.021263	2.961422	2.935846	1.008712	null	null	null
845	1.109452	1.04172	0.530525	Shared	0.734276	0.699725	0.523527	0.960928	0.700742	2.82788	2.719884	1.039706	2.841912	2.736226	1.038624	2.869222	2.747858	1.044167	null	null	null
846	1.05245	1.0446	0.503729	Shared	1.18352	1.170343	0.505567	0.922532	0.952633	1.461712	1.487492	0.982669	1.418106	1.428936	0.992421	1.41402	1.409937	1.002896	null	null	null
847	0.940789	0.920112	0.510989	Shared	1.273806	1.267291	0.502557	0.951334	0.932374	2.02304	1.990102	1.016551	1.932665	1.904067	1.015019	1.93841	1.918946	1.010143	null	null	null
848	0.780555	0.881696	0.442644	Shared	0.928442	0.94309	0.492234	0.926893	0.828068	2.873369	3.057363	0.93982	2.820938	2.985093	0.945008	2.764176	2.92766	0.944159	null	null	null
849	1.107304	1.085843	0.509691	Shared	1.277159	1.248568	0.511193	0.794772	0.9164	1.50048	1.633672	0.918471	1.585767	1.652513	0.959609	1.645588	1.728934	0.951793	null	null	null
850	1.016546	1.000116	0.508081	Shared	1.103294	1.117587	0.493605	0.594359	0.673967	1.454178	1.887304	0.770505	1.424533	1.837797	0.77513	1.413705	1.83767	0.769292	null	null	null
851	0.821414	0.845579	0.485711	Shared	0.667194	0.687605	0.485158	0.95831	0.585377	3.119751	3.317634	0.940354	3.176902	3.336891	0.952054	3.247377	3.387002	0.958776	null	null	null
852	1.01506	1.009572	0.502704	Shared	1.108855	1.100311	0.503853	0.930991	0.865436	2.010951	2.043712	0.98397	1.926542	1.952918	0.986494	1.938577	1.950162	0.994059	null	null	null
853	0.993962	0.974445	0.509818	Shared	1.033102	1.039477	0.496933	0.95905	0.847313	2.287395	2.301024	0.994077	2.254537	2.263297	0.99613	2.212375	2.232719	0.990888	null	null	null
854	0.861552	0.866505	0.497142	Shared	0.846291	0.824277	0.513006	0.949373	0.624314	4.225187	4.300579	0.982469	4.270579	4.318167	0.98898	4.196115	4.22749	0.992578	null	null	null
855	0.909806	0.831459	0.543057	Shared	1.206523	1.214614	0.496669	0.407245	0.830339	0.827829	1.482465	0.558414	0.96165	1.756133	0.547595	0.902896	1.703084	0.530154	null	null	null
856	1.240308	1.179273	0.524605	Shared	0.651487	0.63463	0.512938	0.990553	0.612032	1.462517	1.419112	1.030586	1.436651	1.398054	1.027608	1.453339	1.410338	1.03049	null	null	null
857	0.965205	0.965855	0.499663	Shared	1.053671	1.055129	0.499309	0.946364	0.962129	2.561353	2.247614	1.139588	2.218068	2.065212	1.074015	2.189875	2.117743	1.034061	null	null	null
858	1.012588	1.019025	0.496842	Shared	1.049384	1.048636	0.500356	0.955832	0.972642	null	null	null	null	null	null	null	null	null	null	null	null
859	0.935333	0.913471	0.511687	Shared	1.060593	1.066021	0.497454	0.859478	0.937108	null	null	null	null	null	null	null	null	null	null	null	null
860	0.949048	0.882397	0.535115	Shared	1.254432	1.238442	0.506373	0.935862	0.91471	2.248496	2.187818	1.027735	2.342871	2.277974	1.028489	2.365464	2.298095	1.029315	null	null	null
861	0.883859	0.887241	0.498094	Shared	0.621812	0.642297	0.484053	0.957866	0.50826	3.311622	3.100431	1.068116	3.369255	3.144351	1.071526	3.464591	3.27265	1.05865	null	null	null
862	0.950359	0.959865	0.495048	Shared	1.268843	1.272675	0.498495	0.914888	0.93212	1.89245	1.992308	0.949878	1.827413	1.937884	0.942994	1.817909	1.932266	0.940817	null	null	null
863	1.094949	0.97022	0.556957	Shared	0.761809	0.713362	0.531797	0.964675	0.667268	2.736615	2.560998	1.068574	2.787371	2.607766	1.068873	2.756036	2.56676	1.073741	null	null	null
864	1.352247	1.071293	0.603884	Other	1.309006	1.288937	0.507666	0.655675	0.786881	0.960818	1.262042	0.76132	0.920797	1.218477	0.755695	0.956312	1.235541	0.774003	null	null	null
865	0.84888	0.835519	0.507869	Shared	0.641583	0.616042	0.519905	0.97666	0.622043	3.44492	3.475091	0.991318	3.393034	3.415007	0.993566	3.287707	3.239546	1.014867	null	null	null
866	1.032048	1.04478	0.493907	Shared	1.119162	1.10819	0.504902	0.905943	0.953517	1.20956	1.314341	0.920279	0.807265	0.980861	0.823016	0.817418	0.985419	0.829514	null	null	null
867	1.094406	0.962657	0.560192	Shared	1.1721	1.145185	0.511482	0.957363	0.850488	2.658229	2.522685	1.05373	2.891508	2.72434	1.061361	2.918518	2.752306	1.06039	null	null	null
868	0.379855	1.205514	0.157549	Other	0.961762	1.160438	0.414396	-0.418996	0.199394	0.365139	2.305285	0.158392	0.370898	2.348475	0.157931	0.460993	2.472323	0.186461	-0.126266	1.043189	-0.121038
869	0.866615	0.85897	0.504411	Shared	1.048536	1.049381	0.499597	0.935865	0.866033	2.108418	2.098737	1.004613	1.895808	1.885818	1.005297	1.859721	1.862173	0.998683	null	null	null
870	0.982118	1.07182	0.458154	Shared	0.660039	0.680704	0.48482	0.959636	0.60619	1.520598	1.55809	0.975937	1.51009	1.538226	0.981709	1.58366	1.613088	0.981757	null	null	null
871	0.921717	0.90105	0.511211	Shared	1.224345	1.246267	0.491205	0.763564	0.877821	1.243668	1.381251	0.900393	1.176003	1.190794	0.987578	1.234364	1.271743	0.970609	null	null	null
872	1.044116	1.015554	0.513677	Shared	1.105225	1.102301	0.501323	0.894298	0.961782	1.226098	1.408944	0.870225	0.727168	0.820615	0.886125	0.77674	0.827985	0.938108	null	null	null
873	0.984185	1.013835	0.485377	Shared	1.321629	1.300613	0.507951	0.943649	0.949615	1.827933	1.875085	0.974854	1.56598	1.629402	0.961076	1.597844	1.657209	0.964178	null	null	null
874	1.084198	1.086999	0.498712	Shared	1.179094	1.193403	0.494005	0.865139	0.930396	1.580389	1.641368	0.962849	1.226752	1.401082	0.875575	1.17093	1.354633	0.864389	null	null	null
875	1.063612	1.056125	0.50352	Shared	1.089679	1.08382	0.502689	0.816405	0.940988	1.881961	1.442483	1.304668	1.966841	1.873574	1.04978	1.906032	1.855577	1.027191	null	null	null
876	0.98461	0.980394	0.502141	Shared	1.119753	1.119293	0.500205	0.910066	0.957369	null	null	null	null	null	null	null	null	null	null	null	null
877	1.070573	1.086702	0.492579	Shared	0.609241	0.602995	0.505126	0.989053	0.683969	1.668536	1.703276	0.979604	1.687381	1.664693	1.013629	1.645211	1.617213	1.017313	null	null	null
878	1.024756	0.996708	0.513685	Shared	0.565182	0.563883	0.501149	0.98954	0.472854	2.304365	2.290581	1.006017	2.316314	2.29468	1.009428	2.278707	2.241036	1.016809	null	null	null
879	1.032029	1.020326	0.50567	Shared	0.594279	0.57856	0.513225	0.93815	0.204681	2.389357	2.726194	0.876444	2.387715	2.719773	0.87791	2.502039	2.784992	0.898401	null	null	null
880	1.15759	1.06355	0.540619	Shared	1.226661	1.234658	0.496761	0.675963	0.900194	0.689471	1.014187	0.679826	0.421288	0.880702	0.478355	0.436012	0.896918	0.486123	null	null	null
881	1.054443	0.883803	0.580915	Shared	1.028098	1.004291	0.511578	0.872882	0.740719	2.109657	1.951055	1.08129	2.248999	2.08694	1.077654	2.242674	2.079709	1.07836	null	null	null
882	1.002064	1.009964	0.496089	Shared	1.102269	1.102531	0.499881	0.923067	0.960915	1.904929	1.979836	0.962165	2.315095	2.618147	0.88425	2.310601	2.595586	0.890204	null	null	null
883	0.973171	0.927601	0.523413	Shared	1.368571	1.365207	0.501229	0.94681	0.938522	1.714917	1.703732	1.006565	1.444997	1.426197	1.013182	1.457629	1.432837	1.017302	null	null	null
884	1.018291	1.018295	0.499998	Shared	1.078317	1.084208	0.497283	0.947269	0.963606	1.853082	1.863912	0.99419	1.667387	1.636847	1.018658	1.51452	1.469838	1.030399	null	null	null
885	1.057202	0.884116	0.58186	Shared	0.62941	0.550779	0.562464	0.937067	0.402961	3.146749	3.299955	0.953573	3.154019	3.311776	0.952365	3.309883	3.450585	0.959224	null	null	null
886	1.297059	1.272041	0.509644	Shared	0.734614	0.690955	0.529715	0.907749	0.599107	2.227087	2.188313	1.017719	2.143501	2.084855	1.02813	2.215704	2.16492	1.023458	null	null	null
887	1.051081	1.027062	0.511426	Shared	1.285156	1.29672	0.495541	0.938831	0.875024	1.594697	1.622073	0.983123	1.450158	1.464925	0.98992	1.449131	1.463805	0.989975	null	null	null
888	1.138677	1.164656	0.488847	Shared	0.961037	0.964022	0.498452	0.928313	0.78011	2.104237	2.019327	1.042049	2.090285	2.02191	1.033817	2.166699	2.123938	1.020133	null	null	null
889	1.079659	0.741755	0.656486	Other	0.768277	0.540599	0.648174	0.937779	0.506488	2.669713	1.986153	1.344163	2.582594	1.854958	1.392265	2.63291	2.018394	1.304458	null	null	null
890	1.06161	1.044463	0.508076	Shared	1.207382	1.201792	0.502315	0.914604	0.960598	1.704308	1.798161	0.947807	1.808733	1.900477	0.951726	1.817676	1.90444	0.954441	null	null	null
891	0.824608	0.88248	0.467211	Shared	1.209696	1.240213	0.487697	0.623307	0.811661	1.252503	1.741838	0.71907	1.087673	1.437652	0.756562	1.079075	1.418561	0.760682	null	null	null
892	0.763284	1.234239	0.309212	Other	1.118581	1.287568	0.434378	0.27136	0.605025	0.486395	1.372993	0.354259	0.514762	1.444132	0.356451	0.469398	1.374143	0.341593	0.196184	1.071141	0.183154
893	0.960064	0.981185	0.489237	Shared	1.321667	1.331632	0.496258	0.92109	0.930392	1.537076	1.649962	0.931583	1.475279	1.5667	0.941648	1.480168	1.561792	0.947737	null	null	null
894	0.941912	0.916315	0.513588	Shared	0.78783	0.756991	0.519572	0.905938	0.599451	2.455378	2.510924	0.977878	2.467116	2.495182	0.988752	2.342427	2.396372	0.977489	null	null	null
895	1.147432	1.13005	0.507574	Shared	1.271205	1.26699	0.501658	0.975266	0.938061	1.585598	1.579997	1.003545	1.558918	1.550222	1.00561	1.64473	1.619989	1.015272	0.963588	0.970225	0.993159
896	0.878874	0.876891	0.501128	Shared	0.917187	0.908569	0.504698	0.95054	0.83273	1.23859	1.302847	0.950679	1.180621	1.197454	0.985943	1.232874	1.224615	1.006744	null	null	null
897	0.751943	0.993235	0.378532	Other	1.281012	1.405487	0.455718	0.311882	0.654757	0.773947	1.300838	0.594961	0.72797	1.269115	0.573605	0.738233	1.28648	0.57384	0.190138	0.968277	0.196367
898	1.035845	1.025598	0.504946	Shared	1.166238	1.175061	0.496246	0.902995	0.938453	1.361519	1.462314	0.931072	1.540003	1.600442	0.962236	1.519854	1.595178	0.95278	null	null	null
899	1.046248	0.955472	0.543382	Shared	1.021138	1.016021	0.502505	0.833865	0.733883	2.530623	2.57337	0.983389	2.395016	2.434296	0.983864	2.419017	2.454211	0.98566	null	null	null

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