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 ⌀
4,400	1.02137	0.941981	0.538864	Shared	1.395496	1.394043	0.500521	0.821011	0.871976	1.111093	1.257215	0.883773	1.006667	1.093709	0.920416	1.048383	1.149903	0.911714	null	null	null
4,401	1.160729	0.872283	0.624252	Other	0.759812	0.718139	0.527423	-0.396158	-0.661925	-4.791647	-1.919422	2.496401	-4.778653	-1.957099	2.441702	-4.247546	-1.521045	2.792518	null	null	null
4,402	1.198205	1.1064	0.538309	Shared	0.584458	0.552236	0.527566	0.97807	0.558978	1.717709	1.644914	1.044255	1.676083	1.650016	1.015798	1.679695	1.654656	1.015133	null	null	null
4,403	1.085486	1.039205	0.521318	Shared	1.358407	1.3676	0.496639	0.921999	0.931507	1.453	1.463774	0.992639	1.120075	1.088249	1.029245	1.139564	1.109408	1.027182	null	null	null
4,404	0.996903	1.006533	0.495216	Shared	1.117117	1.120487	0.498496	0.932083	0.902686	2.932683	3.051429	0.961085	3.375389	3.48237	0.969279	3.13709	3.245968	0.966457	null	null	null
4,405	0.87416	0.779916	0.553906	Shared	1.339969	1.487841	0.450307	0.401597	0.624121	1.017816	1.387187	0.733727	0.987353	1.332855	0.740781	0.982729	1.330144	0.738814	null	null	null
4,406	1.084672	1.104077	0.491212	Shared	1.299471	1.298739	0.500282	0.533235	0.84068	0.848473	1.309907	0.647735	0.762716	1.113264	0.685117	0.746628	1.101692	0.677711	null	null	null
4,407	0.877764	0.90107	0.487068	Shared	1.241125	1.259685	0.492633	0.961653	0.923717	1.492722	1.538587	0.97019	1.476657	1.468202	1.005759	1.542971	1.54659	0.99766	null	null	null
4,408	1.191445	0.841946	0.64667	Other	1.099924	1.038574	0.527888	0.307847	0.607618	0.173744	1.128246	0.153995	0.204705	1.101314	0.185873	0.243911	1.082655	0.22529	null	null	null
4,409	1.015543	0.989747	0.5127	Shared	1.10658	1.101701	0.502205	0.933293	0.962731	1.415056	1.325715	1.067391	1.268842	1.251426	1.013917	1.234998	1.260358	0.979879	null	null	null
4,410	1.01589	0.962228	0.526412	Shared	1.224368	1.216061	0.503392	0.974494	0.907864	1.830099	1.761521	1.038931	1.739167	1.683658	1.032969	1.706554	1.661735	1.026972	null	null	null
4,411	0.995901	0.994669	0.500619	Shared	1.057822	1.062911	0.497606	0.945522	0.972735	1.91736	2.016022	0.951061	2.26319	2.715865	0.833322	2.329177	2.784214	0.836565	null	null	null
4,412	0.986137	1.020901	0.482974	Shared	1.063354	1.048227	0.507113	0.920055	0.949812	null	null	null	null	null	null	null	null	null	null	null	null
4,413	0.917956	0.950686	0.482786	Shared	1.286737	1.340926	0.479794	0.561289	0.786132	1.15401	1.705361	0.676695	1.099111	1.582074	0.694728	1.121256	1.588615	0.705807	null	null	null
4,414	0.956778	0.931755	0.513077	Shared	1.323753	1.326408	0.498999	0.944196	0.906632	1.679015	1.70713	0.983531	1.681054	1.719742	0.977503	1.670309	1.714855	0.974023	null	null	null
4,415	1.036033	1.034733	0.500627	Shared	1.092856	1.092511	0.500158	0.932847	0.965828	1.240934	1.358106	0.913724	1.375959	1.46265	0.94073	1.494406	1.589427	0.940217	null	null	null
4,416	0.944635	0.96226	0.490842	Shared	0.780335	0.761257	0.512225	0.929663	0.51526	2.555547	2.50354	1.020774	2.568869	2.505491	1.025296	2.548448	2.509267	1.015614	null	null	null
4,417	1.07767	0.985455	0.542784	Shared	0.658356	0.611314	0.535728	0.930976	0.402152	2.769921	2.758026	1.004313	2.747945	2.716728	1.011491	2.787809	2.74391	1.015999	null	null	null
4,418	0.936401	0.904697	0.516928	Shared	1.074345	1.07924	0.497732	0.889197	0.964933	1.626249	1.674729	0.971052	1.30957	1.414366	0.925906	1.344282	1.440046	0.933499	null	null	null
4,419	1.141284	1.172768	0.486577	Shared	1.116478	1.103346	0.505881	0.980347	0.92024	1.710464	1.763243	0.970067	1.755281	1.78278	0.984575	1.792477	1.808008	0.99141	null	null	null
4,420	1.056976	1.052673	0.502036	Shared	1.158152	1.152434	0.502469	0.92083	0.947944	1.813371	1.935866	0.936724	1.833399	2.019791	0.907717	1.919259	2.096506	0.915456	null	null	null
4,421	1.295584	1.346232	0.481189	Shared	0.65665	0.656247	0.500306	0.982896	0.659498	2.224112	2.154233	1.032438	2.248204	2.168534	1.036739	2.241968	2.165065	1.03552	null	null	null
4,422	0.884201	0.863589	0.511656	Shared	0.623054	0.6271	0.496774	0.979351	0.61575	2.6178	2.589148	1.011066	2.587199	2.536248	1.020089	2.61651	2.559661	1.02221	null	null	null
4,423	1.286528	1.260471	0.510127	Shared	0.802181	0.782989	0.511962	0.986856	0.720522	1.633854	1.622742	1.006848	1.61826	1.611976	1.003899	1.608012	1.606518	1.00093	null	null	null
4,424	0.878653	0.918292	0.478417	Shared	0.977525	0.979323	0.499082	0.838623	0.747482	2.353674	2.572386	0.914977	2.396256	2.547553	0.940611	2.36218	2.510529	0.940909	null	null	null
4,425	1.066529	1.026177	0.518918	Shared	1.123783	1.127046	0.498553	0.881935	0.920678	2.425587	2.060513	1.177176	3.360267	4.159788	0.807798	3.415979	4.21796	0.809865	null	null	null
4,426	1.078383	1.055316	0.510695	Shared	1.322389	1.315118	0.502749	0.926395	0.948371	1.633554	1.639919	0.996119	1.722191	1.722747	0.999677	1.749907	1.753431	0.997991	null	null	null
4,427	0.972047	0.976959	0.497486	Shared	1.059008	1.057394	0.500762	0.945774	0.955054	2.535175	2.565692	0.988106	2.609863	2.662827	0.98011	2.566312	2.642141	0.9713	null	null	null
4,428	1.033884	1.023281	0.505128	Shared	1.131363	1.123238	0.503591	0.927764	0.94009	1.174886	1.280399	0.917593	0.766506	0.843018	0.909241	0.731184	0.795623	0.919008	null	null	null
4,429	0.961191	1.083614	0.443511	Shared	1.112609	1.135201	0.490049	0.646266	0.734326	1.434771	1.963409	0.730755	1.343467	1.796804	0.747698	1.35778	1.825657	0.743721	null	null	null
4,430	0.856485	0.851903	0.502675	Shared	0.570867	0.566338	0.503967	0.983803	0.588689	2.695282	2.660179	1.013196	2.709154	2.671542	1.014079	2.630749	2.562721	1.026545	null	null	null
4,431	1.007355	1.012994	0.497217	Shared	1.091121	1.095523	0.497991	0.923794	0.950672	1.641245	1.782358	0.920828	1.535581	1.730193	0.88752	1.585977	1.773013	0.894509	null	null	null
4,432	0.927028	0.898798	0.515226	Shared	1.247583	1.255937	0.496674	0.807876	0.855717	1.96035	1.935801	1.012682	1.922999	1.843004	1.043405	1.957119	1.865055	1.049363	null	null	null
4,433	0.858817	0.899319	0.477482	Shared	1.243335	1.286179	0.483345	0.895565	0.91884	1.683349	1.867999	0.901151	1.462771	1.605393	0.911161	1.455159	1.586466	0.917233	null	null	null
4,434	0.849778	0.997076	0.426135	Shared	1.184279	1.231927	0.480661	0.8025	0.861162	1.37877	1.643501	0.838922	1.342101	1.595018	0.841433	1.356124	1.607638	0.843551	0.647277	0.951517	0.680258
4,435	1.102043	1.105552	0.498413	Shared	1.315241	1.307379	0.502989	0.917085	0.913236	1.465712	1.556081	0.941925	1.295033	1.344883	0.962933	1.277816	1.32633	0.963422	null	null	null
4,436	0.924625	1.025226	0.450937	Shared	1.227303	1.229766	0.498999	0.803939	0.859212	1.574247	1.666307	0.944752	1.731782	1.756246	0.98607	1.750446	1.767244	0.990495	null	null	null
4,437	0.932014	0.962921	0.483952	Shared	1.168148	1.173338	0.497789	0.956591	0.918859	1.954833	2.042049	0.95729	2.005772	2.061756	0.972846	2.016727	2.084233	0.967611	null	null	null
4,438	1.018249	1.003177	0.507401	Shared	1.10034	1.101708	0.499379	0.936017	0.953277	1.401972	1.466324	0.956113	0.986051	1.004298	0.981831	1.00108	1.007046	0.994076	null	null	null
4,439	0.885269	0.822131	0.53566	Shared	0.946091	0.9215	0.512996	0.958251	0.836134	1.978369	1.881984	1.051215	1.901852	1.778416	1.069408	1.895467	1.769654	1.071094	null	null	null
4,440	0.979367	0.995856	0.491721	Shared	1.128111	1.124192	0.501737	0.859	0.924592	1.499822	1.636336	0.916573	1.828126	2.154329	0.848582	1.950113	2.284568	0.853603	null	null	null
4,441	0.939196	0.886386	0.528114	Shared	0.936946	0.885208	0.52761	0.929034	0.738054	2.31508	2.344642	0.987391	2.231964	2.236373	0.998028	2.264544	2.282268	0.992234	null	null	null
4,442	0.997918	0.996376	0.500773	Shared	1.057947	1.047775	0.504807	0.94962	0.947389	null	null	null	null	null	null	null	null	null	null	null	null
4,443	0.985078	0.828309	0.579572	Shared	0.881606	0.771295	0.562562	0.931363	0.685084	3.075601	2.811047	1.094112	3.0202	2.732858	1.105143	3.032356	2.76433	1.096959	null	null	null
4,444	0.81069	0.829139	0.488875	Shared	1.20498	1.198129	0.502843	0.915395	0.931081	2.048729	2.106437	0.972604	2.089784	1.994957	1.047534	2.153027	2.075821	1.037193	null	null	null
4,445	1.052761	1.037522	0.507238	Shared	1.153815	1.147478	0.502746	0.928787	0.939496	null	null	null	null	null	null	null	null	null	null	null	null
4,446	1.188556	1.20186	0.494465	Shared	0.526138	0.518264	0.507483	0.963908	0.404284	1.295405	1.274498	1.016404	1.313331	1.29599	1.01338	1.382581	1.355331	1.020105	null	null	null
4,447	0.945531	0.973747	0.485511	Shared	1.116056	1.112482	0.501601	0.8987	0.927628	3.783826	2.848166	1.328514	3.734989	5.497964	0.67934	3.988467	5.910004	0.674867	null	null	null
4,448	1.100801	1.089433	0.505163	Shared	1.142759	1.145552	0.498781	0.92482	0.961981	1.603919	1.692077	0.9479	1.749539	1.920583	0.910942	2.118471	2.286033	0.926702	null	null	null
4,449	0.999142	0.98551	0.506822	Shared	1.078134	1.076258	0.50087	0.938694	0.956299	1.606305	1.719835	0.933987	1.624989	1.701314	0.955138	1.74539	1.782792	0.979021	null	null	null
4,450	1.240731	1.059428	0.573063	Shared	0.739967	0.698859	0.527776	0.953944	0.652763	2.064204	1.988554	1.038043	2.061335	1.972309	1.045138	2.068814	1.968627	1.050892	null	null	null
4,451	1.154507	1.08669	0.529371	Shared	0.640815	0.581481	0.546296	0.992245	0.580719	2.403174	2.291267	1.048841	2.37474	2.259916	1.050809	2.411615	2.295822	1.050437	1.025744	0.968657	1.058934
4,452	1.040452	1.014389	0.512525	Shared	1.097821	1.09597	0.500843	0.928001	0.962994	1.541687	1.565176	0.984993	2.068573	2.009477	1.029409	2.069458	2.001022	1.0342	null	null	null
4,453	0.712466	0.878621	0.405446	Shared	1.304706	1.304597	0.500042	0.675824	0.820575	1.369004	1.749162	0.782663	1.278605	1.589211	0.804553	1.284268	1.590888	0.807265	0.457621	0.840049	0.544756
4,454	1.026211	1.025262	0.500462	Shared	1.07863	1.087818	0.495777	0.934041	0.969208	1.377768	1.452966	0.948245	0.998751	1.103403	0.905155	0.999252	1.097695	0.910318	null	null	null
4,455	1.062033	1.051295	0.505055	Shared	1.132104	1.130267	0.500811	0.920194	0.939685	1.429395	1.490266	0.959154	1.153353	1.207448	0.955199	1.155361	1.210668	0.954317	null	null	null
4,456	1.09818	1.109326	0.494976	Shared	1.192236	1.186669	0.502335	0.917252	0.952523	2.201362	2.216381	0.993223	3.303006	3.301483	1.000461	3.590055	3.610044	0.994463	null	null	null
4,457	1.098213	0.814246	0.629286	Other	1.240551	1.186219	0.521899	0.719375	0.783911	1.319646	1.44686	0.912076	1.105441	1.234657	0.895342	1.155143	1.240811	0.930958	null	null	null
4,458	1.012927	0.997873	0.507431	Shared	1.07206	1.074237	0.498986	0.943546	0.970366	1.497639	1.549585	0.966477	1.026998	1.078646	0.952118	1.217504	1.283917	0.948273	null	null	null
4,459	0.876547	0.802124	0.542453	Shared	1.059567	1.03779	0.510277	0.940766	0.869394	2.06469	1.923006	1.073679	1.820747	1.660104	1.096767	1.821582	1.688349	1.078914	null	null	null
4,460	1.052625	1.041296	0.505381	Shared	1.120927	1.118406	0.501125	0.916349	0.959305	null	null	null	null	null	null	null	null	null	null	null	null
4,461	0.96883	0.899463	0.535799	Shared	0.652825	0.597841	0.542112	0.950837	0.472892	2.864201	2.944034	0.972883	2.79073	2.861464	0.97528	2.87447	2.929474	0.981224	null	null	null
4,462	1.032116	1.016717	0.50746	Shared	0.553849	0.52821	0.523146	0.990253	0.392313	2.29108	2.233947	1.025575	2.259246	2.198827	1.027478	2.229858	2.163114	1.030856	null	null	null
4,463	0.965379	0.946426	0.509817	Shared	0.612916	0.599127	0.511249	0.974762	0.651878	2.372828	2.382147	0.996088	2.36327	2.352148	1.004728	2.3287	2.296106	1.014195	0.984725	0.970003	1.015177
4,464	1.167677	0.923099	0.604729	Other	1.296771	1.339121	0.484188	0.608732	0.757644	0.775542	1.072517	0.723105	0.87552	1.179193	0.742474	0.913827	1.2124	0.753734	null	null	null
4,465	1.02799	1.016757	0.505463	Shared	1.127859	1.131887	0.49822	0.88745	0.956298	1.218582	1.301376	0.93638	0.960324	1.102845	0.87077	0.963488	1.105135	0.871828	null	null	null
4,466	1.082938	1.037743	0.520867	Shared	1.138906	1.142329	0.498502	0.878968	0.944803	1.239772	1.319285	0.939731	1.095307	1.196692	0.915278	1.137014	1.236228	0.919745	null	null	null
4,467	1.104482	1.031238	0.533158	Shared	0.581415	0.535412	0.539562	0.990104	0.573782	1.329363	1.258346	1.056437	1.343324	1.260956	1.065322	1.315995	1.24316	1.058588	null	null	null
4,468	0.895075	0.855551	0.522079	Shared	1.160405	1.148067	0.505316	0.914636	0.860126	2.484622	2.569747	0.966874	2.309683	2.360652	0.978409	2.336132	2.356758	0.991248	null	null	null
4,469	0.796468	0.811307	0.490855	Shared	0.661628	0.667214	0.495813	0.983215	0.635189	2.248378	2.361283	0.952185	2.237748	2.31562	0.966371	2.326973	2.35113	0.989725	null	null	null
4,470	1.007098	1.010177	0.498476	Shared	1.21229	1.222053	0.496006	0.739704	0.8619	null	null	null	null	null	null	null	null	null	null	null	null
4,471	1.036304	1.025491	0.505217	Shared	1.09996	1.097195	0.501257	0.91547	0.948029	1.472481	1.374183	1.071532	0.841365	0.680801	1.235846	0.914428	0.762618	1.199065	null	null	null
4,472	1.033685	1.01466	0.509203	Shared	1.084857	1.085363	0.499767	0.924633	0.954327	1.307917	1.323804	0.987999	1.131116	1.144037	0.988705	1.133456	1.168032	0.970398	null	null	null
4,473	1.115123	1.109382	0.502574	Shared	1.201154	1.204481	0.498619	0.913013	0.957575	1.609625	1.686441	0.954451	1.714118	1.744599	0.982528	1.773952	1.797315	0.987001	null	null	null
4,474	1.063489	0.986053	0.536407	Shared	0.904871	0.860335	0.524609	0.988467	0.787385	1.935857	1.834005	1.055535	1.996823	1.890446	1.056271	2.043579	1.945697	1.050307	null	null	null
4,475	1.209713	1.123798	0.53551	Shared	1.175682	1.151937	0.510098	0.985653	0.862776	1.889193	1.775294	1.064158	1.950195	1.816653	1.07351	1.956448	1.826373	1.071221	null	null	null
4,476	0.986444	0.986584	0.499929	Shared	1.089819	1.088301	0.500696	0.935385	0.961537	2.150625	2.220264	0.968635	2.571606	2.618752	0.981997	2.627846	2.678632	0.98104	1.356233	1.398488	0.969785
4,477	0.998839	1.011577	0.493704	Shared	1.120298	1.117233	0.501368	0.935215	0.960108	2.536084	2.491955	1.017709	3.412659	3.483493	0.979666	3.118016	3.232131	0.964694	null	null	null
4,478	1.099183	1.117415	0.491842	Shared	1.133516	1.14471	0.495111	0.954281	0.860356	1.837352	1.932138	0.950942	1.971071	2.058486	0.957534	1.968662	2.056103	0.957473	null	null	null
4,479	1.038927	1.046763	0.496257	Shared	1.128211	1.13029	0.49908	0.919508	0.957059	1.329076	1.41549	0.938951	1.088235	1.247772	0.872143	1.113846	1.274966	0.873628	null	null	null
4,480	1.068573	1.052442	0.507548	Shared	1.126356	1.116977	0.504163	0.90302	0.94705	1.41595	1.618306	0.874959	1.550628	1.789739	0.866399	1.519235	1.745607	0.870319	null	null	null
4,481	1.096163	1.076017	0.50919	Shared	1.116819	1.11571	0.500496	0.968651	0.867464	1.887029	1.905916	0.99009	1.915756	1.935243	0.98993	1.909404	1.928069	0.990319	null	null	null
4,482	1.048005	1.040594	0.503536	Shared	1.158538	1.154003	0.501957	0.904366	0.944717	null	null	null	null	null	null	null	null	null	null	null	null
4,483	0.976963	0.956266	0.510593	Shared	1.193913	1.193209	0.500295	0.933651	0.877018	1.471053	1.554677	0.946211	1.295262	1.356221	0.955052	1.351691	1.388793	0.973285	null	null	null
4,484	1.014217	0.993434	0.510246	Shared	1.086065	1.083614	0.501128	0.906865	0.941739	null	null	null	null	null	null	null	null	null	null	null	null
4,485	1.083789	0.842894	0.611136	Other	1.125255	1.097531	0.512319	0.892738	0.81399	2.65848	2.517255	1.056103	2.715681	2.573845	1.055107	2.737784	2.590164	1.056993	null	null	null
4,486	0.8158	0.942298	0.432878	Shared	0.623369	0.729211	0.427427	0.950122	0.160332	2.346253	2.547568	0.920978	2.388101	2.549754	0.9366	2.364344	2.561515	0.923026	null	null	null
4,487	0.811688	0.849309	0.477852	Shared	1.237674	1.274999	0.485363	0.76364	0.812207	0.975342	1.292629	0.754542	1.1094	1.475021	0.752125	1.112552	1.48439	0.749501	null	null	null
4,488	0.9909	0.985674	0.502637	Shared	1.062186	1.072736	0.495083	0.940384	0.955513	null	null	null	null	null	null	null	null	null	null	null	null
4,489	1.227092	1.106285	0.549225	Shared	0.55427	0.509839	0.540081	0.986097	0.53273	1.869689	1.749168	1.068902	1.854494	1.741821	1.064687	1.854469	1.761783	1.052609	null	null	null
4,490	1.012027	1.126873	0.449042	Shared	1.244642	1.256327	0.49535	0.853407	0.936863	1.195621	1.421449	0.841129	1.54108	1.708027	0.902257	1.514525	1.679238	0.901912	null	null	null
4,491	1.011482	1.005541	0.502937	Shared	1.092998	1.095011	0.499081	0.924236	0.966224	null	null	null	null	null	null	null	null	null	null	null	null
4,492	1.021908	0.962791	0.528925	Shared	0.624363	0.582246	0.533727	0.962812	0.436462	1.809299	1.699454	1.064636	1.812565	1.700285	1.066036	1.924502	1.794586	1.072393	null	null	null
4,493	0.874637	0.890902	0.490872	Shared	0.635843	0.656516	0.484255	0.973805	0.562197	2.989651	3.110132	0.961262	2.990463	3.11631	0.959617	3.050809	3.158878	0.965789	null	null	null
4,494	1.132181	1.09056	0.518381	Shared	1.310091	1.321662	0.495623	0.796201	0.882614	0.943988	1.115855	0.845978	1.00283	1.168693	0.858078	1.015842	1.180341	0.860634	null	null	null
4,495	0.936846	0.906684	0.516098	Shared	1.405619	1.404939	0.500242	0.928342	0.932119	1.981466	1.986965	0.997232	1.662786	1.641486	1.012976	1.651328	1.639162	1.007422	null	null	null
4,496	1.134217	1.079985	0.523907	Shared	1.190966	1.198826	0.496722	0.850213	0.913926	null	null	null	null	null	null	null	null	null	null	null	null
4,497	0.905283	0.9174	0.493396	Shared	1.273339	1.290393	0.493392	0.890261	0.910066	1.629467	1.773442	0.918816	1.292683	1.325735	0.975069	1.292964	1.328794	0.973036	null	null	null
4,498	0.981545	1.004673	0.48849	Shared	1.168996	1.164578	0.50189	0.919966	0.952699	1.678433	1.781677	0.942052	2.227758	2.363854	0.942426	2.202698	2.32823	0.946083	null	null	null
4,499	0.922095	1.113386	0.414095	Shared	1.085626	1.160546	0.467722	0.904764	0.815727	1.870394	2.07524	0.90129	1.816113	2.009668	0.903688	1.836208	2.029081	0.904945	0.695036	0.934427	0.74381

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