Datasets:

science-of-finetuning
/

diffing-stats-Meta-Llama-3.1-8B-L16-k222-lr1e-04-local-shuffling-Decoupled

Dataset card Data Studio Files Files and versions Community

Split (1)

train · 131k rows

Unnamed: 0 int64 0 131k	dec_base_norm float64 0.07 2.37	dec_instruct_norm float64 0.07 2.15	dec_norm_diff float64 0.02 0.98	tag stringclasses 4 values	enc_base_norm float64 0.14 1.84	enc_instruct_norm float64 0.11 1.81	enc_norm_diff float64 0.1 0.91	dec_cos_sim float64 -0.9 1	enc_cos_sim float64 -0.89 0.99	beta_reconstruction_base float64 -8.07 62.8 ⌀	beta_reconstruction_chat float64 -4.51 86.3 ⌀	beta_ratio_reconstruction float64 -163.18 7.63k ⌀	beta_activation_base float64 -8.52 32.9 ⌀	beta_activation_chat float64 -5.53 31.5 ⌀	beta_activation_ratio float64 -170.87 1.32k ⌀	beta_activation_no_bias_base float64 -8.26 33.8 ⌀	beta_activation_no_bias_chat float64 -4.95 32.3 ⌀	beta_activation_no_bias_ratio float64 -3,122.66 72.2 ⌀	beta_error_base float64 -10.31 9.34 ⌀	beta_error_chat float64 -11.91 11.6 ⌀	beta_ratio_error float64 -0.78 2.17 ⌀
400	1.058774	1.046636	0.505732	Shared	1.103674	1.102941	0.500332	0.940362	0.970608	null	null	null	null	null	null	null	null	null	null	null	null
401	0.745853	0.716737	0.519518	Shared	0.995178	0.983221	0.506007	0.972706	0.889482	2.468714	2.422312	1.019156	2.421653	2.335298	1.036978	2.373764	2.288803	1.03712	null	null	null
402	0.830554	0.80066	0.517997	Shared	0.637145	0.622122	0.511789	0.985262	0.668034	2.60869	2.562292	1.018108	2.602952	2.513286	1.035677	2.719338	2.655963	1.023861	null	null	null
403	0.982965	0.965125	0.509075	Shared	0.786334	0.744411	0.526658	0.962699	0.691671	3.236712	3.164186	1.022921	3.330689	3.22953	1.031323	3.32258	3.252857	1.021435	null	null	null
404	0.877944	0.882061	0.497666	Shared	1.149888	1.157425	0.496744	0.963931	0.879742	2.366073	2.38193	0.993343	2.392734	2.385601	1.00299	2.395077	2.391598	1.001455	null	null	null
405	1.058881	1.050765	0.503833	Shared	1.151966	1.15382	0.499197	0.924275	0.95505	1.343912	1.495302	0.898756	1.315244	1.371989	0.95864	1.355119	1.419079	0.954928	null	null	null
406	0.965038	0.969773	0.497558	Shared	1.061159	1.063278	0.499003	0.950904	0.964141	1.796006	1.842858	0.974577	1.597705	1.688755	0.946085	1.56931	1.657964	0.946528	null	null	null
407	0.850207	1.009439	0.421129	Shared	0.691957	0.796651	0.434291	0.912936	0.524119	1.888456	2.142612	0.88138	2.09986	2.16062	0.971878	2.138459	2.230276	0.958832	null	null	null
408	1.089165	1.016318	0.533442	Shared	0.669921	0.598516	0.553294	0.985048	0.626949	1.718943	1.701973	1.009971	1.707924	1.671202	1.021973	1.770171	1.715541	1.031844	null	null	null
409	0.869208	0.856304	0.507423	Shared	0.823479	0.782893	0.524643	0.950725	0.7271	2.74122	2.75834	0.993793	2.761797	2.731425	1.011119	2.735102	2.742157	0.997427	null	null	null
410	1.013012	0.994417	0.509178	Shared	1.08873	1.087415	0.500604	0.856729	0.955079	null	null	null	null	null	null	null	null	null	null	null	null
411	1.037841	1.010383	0.513228	Shared	1.210127	1.214396	0.498242	0.846945	0.928021	2.202263	2.381632	0.924686	1.889164	1.92433	0.981726	2.003359	2.031362	0.986215	null	null	null
412	1.320823	1.089135	0.587706	Shared	0.840764	0.790716	0.529763	0.878671	0.580295	2.124387	2.167726	0.980007	2.089927	2.087994	1.000926	2.137838	2.123063	1.00696	null	null	null
413	0.854219	0.672243	0.606516	Other	1.27152	1.279377	0.496929	0.380447	0.466795	0.43687	1.120391	0.389926	0.589461	1.249648	0.471702	0.648696	1.277646	0.507728	null	null	null
414	1.092092	0.992066	0.545795	Shared	1.261656	1.276665	0.494122	0.876389	0.914302	1.541127	1.521125	1.01315	2.970538	2.877146	1.03246	3.036537	2.928946	1.036734	null	null	null
415	1.283329	1.219213	0.52498	Shared	0.663784	0.639112	0.518584	0.994359	0.628134	1.686371	1.645301	1.024962	1.689901	1.656027	1.020455	1.69441	1.659499	1.021037	null	null	null
416	0.849276	0.81463	0.520397	Shared	0.984888	0.940537	0.522516	0.904165	0.634312	3.167949	3.256682	0.972753	3.221067	3.141687	1.025267	3.191841	3.132285	1.019013	null	null	null
417	1.002625	0.98733	0.507627	Shared	1.112966	1.10969	0.501472	0.906325	0.958408	1.616285	1.991183	0.811721	1.652801	1.858237	0.889446	1.805587	1.975281	0.914091	null	null	null
418	1.026719	1.012727	0.506814	Shared	1.086978	1.095221	0.496237	0.92507	0.959713	null	null	null	null	null	null	null	null	null	null	null	null
419	1.065183	1.008431	0.526639	Shared	1.231932	1.206328	0.510392	0.983494	0.920739	1.774894	1.72992	1.025998	1.888936	1.815256	1.040589	1.904069	1.8353	1.03747	null	null	null
420	1.059675	1.052778	0.503254	Shared	1.166242	1.157279	0.503843	0.874531	0.917706	1.306195	1.580206	0.826598	1.533947	1.749795	0.876644	1.490537	1.737393	0.857916	null	null	null
421	1.129293	1.115746	0.505998	Shared	1.337291	1.369833	0.488122	0.890432	0.883815	1.291031	1.401576	0.921128	1.149149	1.195004	0.961627	1.166456	1.210934	0.96327	null	null	null
422	1.00334	0.924695	0.539192	Shared	0.973644	0.962977	0.505478	0.96889	0.823406	2.797558	2.752002	1.016554	2.790229	2.754034	1.013143	2.749573	2.721497	1.010317	null	null	null
423	1.122473	1.125707	0.498564	Shared	0.601219	0.597075	0.503446	0.98775	0.51311	2.444592	2.453325	0.996441	2.470317	2.449387	1.008545	2.455894	2.438903	1.006967	null	null	null
424	0.905767	0.810821	0.552412	Shared	0.658653	0.54252	0.588159	0.941605	0.349589	3.035335	3.119075	0.973152	3.168834	3.086869	1.026553	3.22954	3.13892	1.02887	null	null	null
425	0.997974	0.919168	0.539483	Shared	0.672886	0.599627	0.554436	0.95493	0.306184	2.953907	2.953012	1.000303	3.193356	2.972613	1.074259	3.046664	2.837308	1.073787	null	null	null
426	0.983707	0.990886	0.496377	Shared	1.069711	1.074561	0.497743	0.929347	0.955524	1.508378	1.659559	0.908903	1.340587	1.426505	0.93977	1.387488	1.469836	0.943975	null	null	null
427	1.123389	1.085696	0.516777	Shared	0.55924	0.536712	0.520142	0.988826	0.482895	2.06819	2.046479	1.010609	2.122101	2.080176	1.020155	2.089206	2.049762	1.019244	null	null	null
428	1.084344	1.023817	0.52791	Shared	1.274266	1.264682	0.50376	0.924543	0.948769	1.606388	1.570392	1.022922	1.758674	1.675558	1.049605	1.856353	1.774295	1.046249	null	null	null
429	1.140683	1.128318	0.50542	Shared	1.362462	1.354058	0.503084	0.916295	0.948292	1.336784	1.365023	0.979312	1.587229	1.577484	1.006177	1.661558	1.650187	1.006891	null	null	null
430	1.031443	1.026703	0.502298	Shared	1.124784	1.127905	0.498617	0.936149	0.967186	1.535395	1.555461	0.987099	1.517251	1.587361	0.955832	1.637531	1.697076	0.964913	null	null	null
431	1.118572	1.070092	0.52167	Shared	0.546467	0.528714	0.516244	0.990036	0.533405	1.802019	1.784953	1.009562	1.824065	1.788328	1.019984	1.777843	1.762854	1.008502	null	null	null
432	0.977986	0.968798	0.504698	Shared	0.697853	0.676429	0.51535	0.941258	0.47596	3.074437	3.22869	0.952224	3.141875	3.161081	0.993924	3.115196	3.13988	0.992138	null	null	null
433	0.965097	0.872129	0.548165	Shared	1.072146	1.010241	0.52887	0.841062	0.720924	1.940837	2.16036	0.898386	2.004619	2.048276	0.978686	2.094138	2.093261	1.000419	null	null	null
434	1.019266	1.018863	0.500198	Shared	1.12131	1.121461	0.499933	0.898063	0.959003	1.203737	1.305146	0.922301	0.714533	0.755339	0.945976	0.704118	0.75391	0.933955	0.409215	0.450194	0.908975
435	0.965028	0.833619	0.568085	Shared	0.660853	0.556456	0.578986	0.959648	0.485267	3.487196	3.463062	1.006969	3.60039	3.452253	1.04291	3.476442	3.32152	1.046642	null	null	null
436	1.112228	1.172723	0.474207	Shared	0.609736	0.635772	0.479524	0.968515	0.562563	2.195983	2.319064	0.946926	2.192509	2.247955	0.975335	2.203312	2.264416	0.973016	null	null	null
437	0.894744	1.002323	0.446335	Shared	0.534795	0.644273	0.415037	0.952155	0.44666	2.299961	2.509019	0.916678	2.367831	2.537051	0.933301	2.341351	2.516825	0.930279	null	null	null
438	1.133389	1.090758	0.518807	Shared	1.25845	1.254042	0.501751	0.917785	0.944463	1.239687	1.278093	0.96995	0.979116	0.936356	1.045666	0.959125	0.922521	1.039678	null	null	null
439	0.987501	0.966842	0.51046	Shared	0.86968	0.859504	0.50585	0.95278	0.705391	2.978299	2.992737	0.995176	2.995394	2.955226	1.013592	2.937962	2.905688	1.011107	null	null	null
440	1.151299	1.135379	0.506914	Shared	1.225832	1.23473	0.496397	0.951958	0.960899	1.180537	1.234442	0.956332	1.197339	1.210276	0.989311	1.182164	1.202814	0.982832	null	null	null
441	1.019771	1.01476	0.502457	Shared	1.210751	1.218217	0.496936	0.899756	0.949272	2.253742	2.42482	0.929447	3.546725	3.301001	1.074439	3.604335	3.365597	1.070935	null	null	null
442	1.168958	0.952818	0.59245	Shared	1.255184	1.251845	0.50133	0.589767	0.751803	1.218104	1.681997	0.724201	1.395305	1.792369	0.77847	1.385839	1.775844	0.780383	null	null	null
443	1.053754	1.036627	0.508127	Shared	1.124489	1.115643	0.503933	0.921741	0.947643	1.500535	1.633352	0.918685	1.504878	1.574109	0.956019	1.506141	1.59039	0.947026	null	null	null
444	1.170593	1.13533	0.515062	Shared	1.255352	1.23182	0.509372	0.83261	0.922961	1.135062	1.361275	0.833822	0.889762	1.126097	0.790129	0.907495	1.122617	0.808375	null	null	null
445	1.232803	0.806201	0.673021	Other	0.663166	0.320139	0.758628	0.971207	0.331243	2.470294	2.131834	1.158764	2.44917	2.15241	1.137874	2.419056	2.18169	1.108799	null	null	null
446	1.092577	1.084614	0.503644	Shared	1.22192	1.240576	0.492481	0.851703	0.933233	1.173547	1.271419	0.923021	1.012368	1.040212	0.973233	1.028214	1.060035	0.969982	null	null	null
447	1.194576	1.086482	0.545244	Shared	1.193756	1.13827	0.52324	0.523183	0.589373	0.76874	1.474104	0.521496	0.611996	0.715023	0.85591	0.597383	0.697563	0.856385	null	null	null
448	0.978327	0.980585	0.498848	Shared	1.092735	1.083126	0.504396	0.935937	0.934865	1.165488	1.670517	0.697681	1.340748	1.137355	1.17883	0.964418	0.737315	1.308013	null	null	null
449	0.862438	0.775843	0.550204	Shared	0.658599	0.539603	0.59034	0.971409	0.44641	3.21249	3.131753	1.02578	3.240177	3.085064	1.050279	3.302916	3.142622	1.051006	null	null	null
450	1.048144	1.046711	0.500683	Shared	1.161719	1.154012	0.503317	0.875603	0.940848	1.442999	1.579804	0.913404	1.574656	1.666951	0.944632	1.539997	1.644464	0.936473	null	null	null
451	1.166869	1.124678	0.518079	Shared	1.455741	1.407427	0.516594	0.966477	0.939242	1.366777	1.346719	1.014894	0.865442	0.847249	1.021472	0.907368	0.893088	1.01599	null	null	null
452	0.922565	0.92043	0.501157	Shared	0.768088	0.777883	0.493704	0.959138	0.700515	1.638861	1.711083	0.957792	1.497196	1.618435	0.925089	1.560158	1.65803	0.940971	null	null	null
453	1.082721	1.067846	0.506869	Shared	1.036769	1.015559	0.510229	0.856468	0.743528	1.800414	2.00631	0.897376	1.851402	1.944516	0.952115	1.867284	1.963203	0.951142	null	null	null
454	0.994126	0.997833	0.498142	Shared	1.113762	1.118036	0.498089	0.919911	0.943728	null	null	null	null	null	null	null	null	null	null	null	null
455	0.838091	0.803057	0.520901	Shared	0.689369	0.648994	0.529284	0.974815	0.658958	3.014491	2.947248	1.022816	3.011536	2.895653	1.04002	2.942761	2.831815	1.039178	null	null	null
456	0.93699	0.978691	0.478695	Shared	0.708484	0.639005	0.549034	0.888571	0.44078	3.638572	3.945601	0.922185	4.268923	3.891126	1.097092	4.096447	3.855002	1.062632	null	null	null
457	0.99532	0.97554	0.509937	Shared	1.139278	1.141859	0.49887	0.891137	0.95466	1.733351	1.807735	0.958852	1.949003	1.982783	0.982963	1.842191	1.953582	0.942981	null	null	null
458	1.079899	1.070072	0.50455	Shared	1.174002	1.177381	0.498565	0.922802	0.957321	1.418972	1.488584	0.953236	1.310023	1.35387	0.967614	1.348888	1.376663	0.979824	null	null	null
459	0.839519	0.882497	0.47565	Shared	1.232443	1.290541	0.477491	0.308297	0.628654	0.472587	1.160367	0.407274	0.500054	1.137089	0.439767	0.499283	1.132685	0.440796	null	null	null
460	0.944763	0.965821	0.489099	Shared	1.036185	1.037312	0.499457	0.938744	0.855111	2.6185	2.740094	0.955624	2.785329	2.869778	0.970573	2.786889	2.865209	0.972665	null	null	null
461	1.085955	1.096771	0.495069	Shared	1.187072	1.182384	0.501975	0.910326	0.951057	1.492972	1.608251	0.928321	1.32241	1.390404	0.951098	1.304386	1.386593	0.940713	null	null	null
462	1.051521	1.069461	0.491613	Shared	1.169606	1.16458	0.502148	0.923071	0.940111	1.64376	1.627467	1.010012	2.121102	2.126677	0.997378	2.254095	2.273916	0.991283	null	null	null
463	1.186045	1.053169	0.556016	Shared	1.197888	1.220743	0.490639	0.807126	0.907673	1.222092	1.271836	0.960888	1.612459	1.574314	1.024229	1.652894	1.607997	1.027921	null	null	null
464	1.054033	1.035553	0.508767	Shared	1.089877	1.098366	0.496136	0.932037	0.946009	8.529485	9.894754	0.862021	-0.402013	-0.96824	0.4152	-0.42425	-0.99416	0.426742	null	null	null
465	0.855673	0.900754	0.474976	Shared	0.657919	0.690306	0.476541	0.967668	0.432895	2.667906	2.737064	0.974733	2.844697	2.770012	1.026962	2.895791	2.890595	1.001797	null	null	null
466	1.183908	1.125956	0.524475	Shared	1.176974	1.221574	0.481745	0.789572	0.652124	1.497118	1.744428	0.858229	1.454031	1.609982	0.903135	1.4505	1.613966	0.898718	null	null	null
467	1.392081	1.041593	0.625886	Other	0.86439	0.81579	0.528112	0.932403	0.65985	2.694967	2.39656	1.124515	3.049642	2.655913	1.148246	3.045877	2.655402	1.147049	null	null	null
468	1.003681	1.012908	0.495445	Shared	1.092718	1.078702	0.506413	0.925272	0.814648	1.843114	1.924407	0.957757	1.755749	1.814684	0.967523	1.752506	1.81704	0.964484	null	null	null
469	1.040813	1.0234	0.508365	Shared	1.197251	1.220771	0.490367	0.646323	0.836358	1.011876	1.600899	0.632068	1.409366	2.002877	0.703671	1.37285	1.969473	0.697065	null	null	null
470	1.257304	1.282936	0.49001	Shared	0.873692	0.897525	0.486723	0.985922	0.824656	1.707953	1.725155	0.990028	1.768009	1.77709	0.99489	1.745739	1.75871	0.992625	null	null	null
471	0.797312	1.11137	0.358707	Other	1.29025	1.358572	0.474855	0.610612	0.800476	1.212322	1.801744	0.67286	1.145452	1.454704	0.787412	1.135588	1.426401	0.796121	0.371192	0.65296	0.568476
472	1.018564	0.94086	0.538144	Shared	0.727686	0.69006	0.525853	0.95236	0.559811	3.061766	3.105313	0.985977	3.290999	3.263675	1.008372	3.360736	3.324185	1.010995	null	null	null
473	1.044871	0.98626	0.528047	Shared	1.246152	1.247256	0.499557	0.916697	0.891071	1.822966	1.885994	0.966581	1.772053	1.776847	0.997302	1.808055	1.806132	1.001064	null	null	null
474	1.036222	1.040246	0.498066	Shared	1.118892	1.118872	0.500009	0.929491	0.962189	1.468174	1.591722	0.922381	1.391895	1.558159	0.893295	1.43641	1.592827	0.901799	null	null	null
475	0.944761	0.871318	0.538868	Shared	1.301774	1.304246	0.499052	0.940619	0.894735	1.74528	1.712549	1.019112	1.648483	1.591559	1.035766	1.643582	1.584087	1.037558	null	null	null
476	0.947171	0.902826	0.523409	Shared	1.27201	1.298772	0.489697	0.214266	0.647264	1.041075	1.657953	0.627928	0.996542	1.547872	0.643815	1.017866	1.55956	0.652662	null	null	null
477	0.961745	0.876305	0.544419	Shared	0.726038	0.635384	0.562431	0.942212	0.384835	3.408905	3.473567	0.981384	3.687053	3.495874	1.054687	3.684023	3.523392	1.04559	null	null	null
478	0.989469	0.966036	0.511841	Shared	1.057939	1.058897	0.499548	0.815592	0.957418	null	null	null	null	null	null	null	null	null	null	null	null
479	1.113943	0.97528	0.56224	Shared	1.251842	1.223482	0.511327	0.856875	0.795101	2.056738	1.997654	1.029577	1.988745	1.86114	1.068563	1.98646	1.868709	1.063012	null	null	null
480	1.133796	0.854454	0.623189	Other	1.340906	1.307493	0.512459	0.551465	0.802967	1.019497	1.31227	0.776896	0.989887	1.156302	0.85608	1.010172	1.181461	0.85502	null	null	null
481	0.986932	0.970214	0.50847	Shared	1.091359	1.09394	0.49882	0.905086	0.950176	1.556232	1.673429	0.929966	1.311598	1.353551	0.969006	1.351669	1.391925	0.971079	null	null	null
482	1.031032	1.011457	0.509493	Shared	0.70638	0.689375	0.512037	0.972296	0.488578	2.582687	2.509498	1.029165	2.606731	2.524088	1.032742	2.648108	2.587746	1.023326	null	null	null
483	1.054934	1.114684	0.473199	Shared	1.324715	1.338992	0.494669	0.469078	0.778881	0.641598	1.228978	0.522058	0.580408	1.090112	0.53243	0.540673	1.056996	0.511518	null	null	null
484	1.041508	1.058082	0.492168	Shared	1.21958	1.202552	0.506981	0.946592	0.940749	1.546154	1.612701	0.958736	1.605161	1.586115	1.012008	1.607328	1.591063	1.010223	null	null	null
485	1.177022	1.095324	0.534706	Shared	0.987439	0.968005	0.509841	0.977907	0.824573	2.32716	2.193129	1.061114	2.319206	2.182511	1.062632	2.351955	2.207639	1.065371	null	null	null
486	0.986269	0.978205	0.504088	Shared	1.37498	1.372416	0.500933	0.935168	0.932252	1.616395	1.67232	0.966559	1.563349	1.554696	1.005566	1.547108	1.538132	1.005836	null	null	null
487	1.083188	1.025947	0.526423	Shared	1.192326	1.190107	0.500931	0.709805	0.912503	1.203331	1.585629	0.758898	1.357654	1.909579	0.710971	1.381238	1.922711	0.718381	null	null	null
488	0.999473	0.936467	0.53152	Shared	1.173113	1.18423	0.495306	0.905762	0.872599	2.212016	2.30171	0.961032	2.368881	2.392238	0.990236	2.323912	2.340143	0.993064	null	null	null
489	1.143655	1.068042	0.533058	Shared	1.319627	1.315227	0.501667	0.893479	0.901585	1.714851	1.651863	1.038132	1.823301	1.739458	1.048201	1.811399	1.735593	1.043677	null	null	null
490	0.96288	0.924854	0.519746	Shared	1.390525	1.391835	0.49953	0.906439	0.928331	1.339581	1.481388	0.904274	1.228021	1.278378	0.960608	1.295111	1.332286	0.972097	null	null	null
491	0.903854	0.880998	0.512643	Shared	0.663936	0.655343	0.506471	0.975388	0.668392	2.511561	2.516188	0.998161	2.556667	2.556601	1.000026	2.547225	2.543238	1.001568	null	null	null
492	1.084661	1.071681	0.505984	Shared	1.142862	1.135021	0.503431	0.93153	0.939002	2.938131	3.031555	0.969183	4.608142	4.676523	0.985378	4.636324	4.671302	0.992512	null	null	null
493	1.17239	1.12908	0.518471	Shared	1.2543	1.272473	0.492859	0.853767	0.925469	1.155121	1.298333	0.889696	1.045397	1.062641	0.983772	1.097139	1.112603	0.986101	null	null	null
494	0.9656	0.962824	0.501437	Shared	1.045055	1.049968	0.49766	0.951456	0.968306	1.742913	1.76068	0.989909	1.739507	1.904909	0.913171	1.587935	1.776199	0.894007	null	null	null
495	0.996629	0.977142	0.509776	Shared	1.127447	1.128319	0.499614	0.923084	0.944547	1.032301	0.966032	1.068599	2.607783	2.436883	1.07013	2.648139	2.506168	1.056649	2.516975	2.470851	1.018667
496	0.878007	0.926103	0.474033	Shared	0.770743	0.774284	0.497714	0.960641	0.742566	1.921563	2.020086	0.951228	1.873774	1.895809	0.988377	1.828396	1.883698	0.970642	null	null	null
497	1.03221	0.977293	0.526602	Shared	0.624381	0.567255	0.545746	0.981621	0.418192	2.360103	2.388991	0.987908	2.53187	2.431743	1.041175	2.491705	2.379755	1.047043	null	null	null
498	0.983185	0.982699	0.500247	Shared	1.355266	1.351981	0.501212	0.451144	0.809626	0.679974	1.471232	0.46218	0.778726	1.545898	0.503737	0.82373	1.586783	0.519119	null	null	null
499	1.010962	1.013039	0.498975	Shared	1.304965	1.301312	0.5014	0.873511	0.925296	5.370098	5.30573	1.012132	12.095807	12.29276	0.983978	12.266156	12.409259	0.988468	null	null	null

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