Datasets:

science-of-finetuning
/

diffing-stats-Llama-3.2-1B-L8-k100-lr1e-04-local-shuffling-Crosscoder

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Split (1)

train · 65.5k rows

Unnamed: 0 int64 0 65.5k	dec_base_norm float64 0.17 1.9	dec_instruct_norm float64 0.25 1.81	dec_norm_diff float64 0.05 0.91	tag stringclasses 4 values	enc_base_norm float64 0.32 1.68	enc_instruct_norm float64 0.28 1.69	enc_norm_diff float64 0.22 0.8	dec_cos_sim float64 -0.91 1	enc_cos_sim float64 -0.87 0.98	beta_reconstruction_base float64 -9.59 12.3 ⌀	beta_reconstruction_chat float64 -8.06 11.9 ⌀	beta_ratio_reconstruction float64 -1,270.22 142 ⌀	beta_activation_base float64 -9.59 12.6 ⌀	beta_activation_chat float64 -8.05 17.1 ⌀	beta_activation_ratio float64 -1,332.03 102 ⌀	beta_activation_no_bias_base float64 -7.62 12.8 ⌀	beta_activation_no_bias_chat float64 -6.02 17.4 ⌀	beta_activation_no_bias_ratio float64 -312.46 55.7 ⌀	beta_error_base float64 -0.49 2.26 ⌀	beta_error_chat float64 -0 3.08 ⌀	beta_ratio_error float64 -87.47 1.82 ⌀
100	0.717352	0.798077	0.449425	Shared	0.796009	0.787903	0.505091	0.880936	0.623948	2.538627	2.794941	0.908293	2.554501	2.797555	0.913119	2.558136	2.793657	0.915694	null	null	null
101	0.882782	0.957643	0.460914	Shared	0.744285	0.731115	0.508848	0.884038	0.610208	2.706977	2.999518	0.902471	2.660664	2.959604	0.898993	2.701984	3.066641	0.881089	null	null	null
102	0.928813	1.06813	0.434785	Shared	1.071147	1.071811	0.499691	0.800276	0.883187	1.556832	1.952556	0.79733	1.41894	1.784639	0.795086	1.421595	1.769011	0.80361	null	null	null
103	0.935188	0.975258	0.479457	Shared	1.038246	1.031337	0.503327	0.899619	0.939674	null	null	null	null	null	null	null	null	null	null	null	null
104	0.868387	0.936482	0.463644	Shared	1.022015	1.022351	0.499836	0.875192	0.934012	null	null	null	null	null	null	null	null	null	null	null	null
105	1.005186	1.143296	0.4396	Shared	1.161122	1.155664	0.50235	0.837184	0.883614	1.383679	1.656238	0.835435	1.368687	1.64975	0.829633	1.355436	1.650495	0.82123	null	null	null
106	0.76712	0.770076	0.49808	Shared	0.761113	0.705845	0.536307	0.909156	0.609999	2.290123	2.597354	0.881714	2.267213	2.552258	0.888317	2.463181	2.714319	0.907476	null	null	null
107	1.065767	1.114523	0.478127	Shared	0.693484	0.591785	0.573325	0.992354	0.614611	1.324346	1.384143	0.956799	1.342306	1.403937	0.956101	1.418051	1.473953	0.962074	null	null	null
108	0.900626	0.977195	0.460822	Shared	1.035583	1.031642	0.501903	0.90439	0.939444	null	null	null	null	null	null	null	null	null	null	null	null
109	0.935407	0.956613	0.488916	Shared	0.665857	0.598316	0.550717	0.887601	0.370035	1.527013	1.91787	0.796203	1.527274	1.911543	0.798974	1.506708	1.91275	0.787718	null	null	null
110	1.148585	1.175627	0.488499	Shared	1.168655	1.145811	0.509774	0.796396	0.854649	1.447232	1.739264	0.832095	1.497432	1.717759	0.871736	1.458956	1.687817	0.864405	null	null	null
111	1.067303	1.055632	0.505468	Shared	1.098102	1.092772	0.502427	0.808932	0.846464	1.535146	1.813673	0.84643	1.416149	1.653909	0.856244	1.509621	1.724958	0.875164	null	null	null
112	0.637616	0.752828	0.423481	Shared	1.113085	1.107384	0.502561	0.66964	0.888061	0.900275	1.570184	0.573357	0.781356	1.369512	0.570536	0.687077	1.328697	0.517106	null	null	null
113	0.928733	0.964873	0.481272	Shared	0.768847	0.691876	0.550057	0.887721	0.405983	2.088618	2.334482	0.894682	2.106207	2.343517	0.898738	2.213184	2.538397	0.871883	null	null	null
114	0.843606	0.960583	0.439111	Shared	0.643915	0.635793	0.506307	0.96345	0.444726	2.344283	2.730611	0.858519	2.30089	2.674375	0.860347	2.257436	2.608945	0.865268	0.802733	0.943766	0.850564
115	0.920457	0.987967	0.465834	Shared	1.026652	1.030315	0.498222	0.862503	0.820029	1.954252	2.232581	0.875333	2.01031	2.30619	0.871702	1.929297	2.242298	0.860411	null	null	null
116	1.129476	1.233219	0.457938	Shared	1.035974	0.992206	0.521124	0.937022	0.765792	1.554917	1.749303	0.888878	1.599213	1.800726	0.888094	1.595157	1.793253	0.889533	null	null	null
117	0.745992	0.85271	0.437424	Shared	0.793332	0.819378	0.484106	0.861057	0.667182	1.687231	2.186236	0.771752	1.659021	2.124634	0.78085	1.87364	2.276489	0.823039	null	null	null
118	1.070669	1.17273	0.456486	Shared	1.139763	1.108649	0.513649	0.813446	0.868367	1.302505	1.641189	0.793635	1.21009	1.459928	0.82887	1.245348	1.465573	0.849735	null	null	null
119	1.058248	1.261742	0.41936	Shared	1.182459	1.198336	0.493376	0.596418	0.860641	0.943151	1.575744	0.598543	0.879523	1.518166	0.579332	0.931837	1.530426	0.608874	null	null	null
120	0.83055	1.208146	0.343729	Other	0.545989	0.645069	0.423202	0.945586	0.264634	1.501965	1.986171	0.756211	1.514673	1.997268	0.758372	1.477185	1.943817	0.759941	0.662759	1.011094	0.655487
121	0.943954	0.975244	0.483958	Shared	1.081269	1.053492	0.512845	0.73984	0.794428	2.316176	2.633927	0.879362	2.350393	2.548139	0.922396	2.373	2.59525	0.914363	null	null	null
122	1.136858	1.12278	0.506191	Shared	1.181453	1.194399	0.49458	0.798869	0.882253	1.315138	1.523982	0.862962	1.377207	1.500127	0.91806	1.42104	1.566836	0.906949	null	null	null
123	0.836147	1.043765	0.400544	Shared	0.789432	0.769822	0.512421	0.816251	0.499433	1.993795	2.231288	0.893562	2.030949	2.246016	0.904245	2.173071	2.500901	0.868915	null	null	null
124	0.929674	1.000588	0.464564	Shared	0.929393	0.887085	0.522761	0.901564	0.718095	2.131507	2.453777	0.868664	2.13135	2.441089	0.873114	2.116325	2.410105	0.878105	null	null	null
125	0.951012	0.995777	0.477523	Shared	1.033344	1.038289	0.497618	0.903102	0.958878	null	null	null	null	null	null	null	null	null	null	null	null
126	0.890104	0.984792	0.451925	Shared	0.827015	0.794003	0.519959	0.897199	0.625239	2.464598	2.761468	0.892496	2.480961	2.780921	0.892137	2.42893	2.752679	0.882388	null	null	null
127	0.972819	0.96109	0.506028	Shared	0.680547	0.619915	0.544547	0.891345	0.44159	2.811494	3.19542	0.879851	2.821848	3.196532	0.882784	2.862412	3.1974	0.895231	null	null	null
128	1.093924	0.979859	0.552136	Shared	1.149962	1.110569	0.517128	0.647285	0.820954	1.451462	1.816523	0.799033	1.42328	1.853315	0.767964	1.497896	1.914692	0.782317	null	null	null
129	0.872979	1.188281	0.367329	Other	1.091934	1.119366	0.487747	0.430912	0.735125	0.464101	1.321484	0.351197	0.450533	1.310777	0.343714	0.55423	1.409961	0.393081	0.303004	0.989292	0.306283
130	1.07832	1.170698	0.460546	Shared	1.1867	1.122435	0.527077	0.449874	0.683297	1.045995	1.790052	0.584338	1.046687	1.8128	0.577387	1.082993	1.835819	0.589924	null	null	null
131	1.235372	1.079716	0.563	Shared	0.971301	0.634683	0.673282	0.240562	0.227155	0.912346	3.183011	0.28663	0.909283	3.175362	0.286356	0.962607	3.297529	0.291918	null	null	null
132	1.017549	1.100086	0.462486	Shared	1.109391	1.091018	0.50828	0.835176	0.84931	1.819775	2.124076	0.856737	1.905114	2.26035	0.84284	1.903552	2.293532	0.829965	null	null	null
133	0.994973	1.08182	0.45986	Shared	1.17405	1.207988	0.485953	0.576766	0.737884	2.078898	2.562337	0.811329	2.081668	2.434335	0.855128	2.159416	2.557027	0.844502	null	null	null
134	0.962035	1.111898	0.432609	Shared	0.67003	0.621537	0.536187	0.928886	0.301018	1.377738	1.602543	0.85972	1.382861	1.609088	0.859407	1.552866	1.787514	0.868729	null	null	null
135	0.894041	0.8887	0.502987	Shared	0.785168	0.734606	0.532198	0.870968	0.547985	2.28194	2.531653	0.901363	2.242541	2.481271	0.903787	2.324306	2.50564	0.927629	null	null	null
136	1.345321	1.313995	0.511642	Shared	0.699944	0.61144	0.563222	0.981744	0.457599	1.365995	1.456034	0.938161	1.371757	1.451253	0.945222	1.354747	1.419555	0.954346	null	null	null
137	0.68519	0.873474	0.392221	Other	0.671101	0.703692	0.476842	0.856308	0.45403	2.346053	2.891702	0.811305	2.382699	2.954229	0.806538	2.320342	2.964565	0.782692	null	null	null
138	1.071182	1.056411	0.506895	Shared	1.121637	1.124758	0.498613	0.722686	0.912966	0.62824	0.794851	0.790387	0.924659	0.911966	1.013918	1.040014	1.117614	0.930567	null	null	null
139	0.843497	0.819496	0.514227	Shared	0.870242	0.772645	0.556074	0.893164	0.601769	2.407097	2.716763	0.886017	2.36712	2.63467	0.89845	2.52704	2.736253	0.92354	null	null	null
140	1.216553	1.305965	0.465768	Shared	0.933991	0.91357	0.510932	0.973187	0.708433	1.326326	1.451633	0.913679	1.310371	1.445982	0.906215	1.287999	1.427014	0.902583	null	null	null
141	0.69597	0.764726	0.455045	Shared	1.151282	1.189619	0.483887	0.613832	0.853874	0.957464	1.531127	0.625333	0.987483	1.564194	0.631305	0.985652	1.569665	0.627938	null	null	null
142	0.707219	0.901863	0.392088	Other	0.755882	0.78441	0.481815	0.821682	0.499792	2.202404	2.463423	0.894042	2.158884	2.357768	0.915648	2.170467	2.514118	0.863312	null	null	null
143	0.786107	0.909357	0.432232	Shared	1.049342	1.066625	0.491898	0.528944	0.660521	1.033366	2.202783	0.469118	1.083923	2.282	0.474988	1.257583	2.476356	0.507836	null	null	null
144	0.868174	1.024481	0.423714	Shared	1.127487	1.125732	0.500778	0.506315	0.812331	0.497064	1.223503	0.406264	0.518582	1.287569	0.402761	0.620316	1.38067	0.449286	null	null	null
145	0.966701	1.110486	0.43526	Shared	0.75713	0.724559	0.52151	0.829112	0.642891	1.676297	1.815457	0.923347	1.676704	1.785601	0.939013	1.60586	1.763859	0.910424	null	null	null
146	0.987009	1.101916	0.447861	Shared	1.148431	1.126234	0.509664	0.839119	0.871578	1.445614	1.808335	0.799417	1.464078	1.77967	0.822668	1.502707	1.800135	0.834774	null	null	null
147	0.950736	1.082107	0.439299	Shared	1.243791	1.230927	0.505171	0.564693	0.797191	0.912171	1.454192	0.62727	0.81635	1.260159	0.647815	0.829574	1.260723	0.658015	null	null	null
148	1.091411	0.973325	0.554098	Shared	1.138162	1.120842	0.507609	0.583181	0.784759	1.972685	2.373944	0.830974	1.895494	2.240465	0.846027	2.025146	2.319848	0.872965	null	null	null
149	0.827139	0.983784	0.420387	Shared	1.024005	1.082898	0.472808	0.620513	0.702702	1.002932	1.62462	0.617333	0.96491	1.49861	0.64387	1.229388	1.740065	0.706519	null	null	null
150	1.260003	1.295466	0.486312	Shared	0.818461	0.680594	0.584223	0.964338	0.605894	1.65437	1.751082	0.94477	1.65107	1.752173	0.942299	1.582252	1.683202	0.940025	null	null	null
151	0.922888	0.905956	0.509173	Shared	1.122149	1.110074	0.50538	0.789909	0.873358	1.999976	2.289938	0.873376	1.89053	2.142863	0.882245	1.915282	2.204395	0.868847	null	null	null
152	1.050504	1.109619	0.473363	Shared	1.120353	1.090201	0.513457	0.829356	0.899729	1.407546	1.658846	0.848509	1.37579	1.610546	0.854239	1.383597	1.617263	0.855517	null	null	null
153	1.076207	0.988278	0.540851	Shared	1.147383	1.126646	0.509036	0.544712	0.870181	0.961836	1.325044	0.72589	1.118631	1.409351	0.793721	1.070647	1.381687	0.774884	null	null	null
154	1.140387	1.268535	0.44949	Shared	0.978116	0.959834	0.509346	0.962348	0.724228	1.479704	1.653339	0.894979	1.437998	1.593089	0.902647	1.42445	1.573077	0.905518	null	null	null
155	0.816276	0.96962	0.420926	Shared	0.649796	0.680017	0.47778	0.80122	0.342455	2.485066	3.218058	0.772225	2.478382	3.226218	0.7682	2.552743	3.156183	0.808807	null	null	null
156	0.994722	1.232844	0.403426	Shared	0.737622	0.681954	0.537735	0.729842	0.230467	0.398785	1.077815	0.369994	0.402797	1.063856	0.37862	0.392592	0.98033	0.400469	null	null	null
157	0.991692	0.931757	0.530218	Shared	1.127509	1.112742	0.506549	0.750597	0.800327	2.203907	2.238696	0.98446	2.349775	2.392204	0.982264	2.342864	2.363446	0.991292	null	null	null
158	1.026125	0.999313	0.513065	Shared	0.75597	0.65425	0.567278	0.847505	0.41346	1.76764	2.016658	0.876519	1.76892	2.015279	0.877754	1.855903	2.092803	0.886802	null	null	null
159	1.02769	0.996418	0.515215	Shared	1.181146	1.177017	0.501748	0.687572	0.851155	0.591386	0.89748	0.65894	0.484265	0.699829	0.691977	0.49544	0.693726	0.714173	null	null	null
160	0.863196	0.955258	0.451813	Shared	1.010411	1.000203	0.505051	0.718599	0.744295	1.988554	2.55218	0.779159	1.947382	2.459269	0.791854	2.132682	2.592216	0.822725	null	null	null
161	1.091352	0.927604	0.57502	Shared	1.094957	1.009325	0.539103	0.730217	0.78452	1.49352	1.623494	0.919942	1.533218	1.581959	0.969189	1.58801	1.66412	0.954264	null	null	null
162	1.099077	0.898293	0.591342	Shared	1.079634	1.016653	0.529168	0.631338	0.799016	1.975514	2.147887	0.919748	1.865022	2.014558	0.925772	1.850564	2.084818	0.887638	null	null	null
163	0.912883	1.032817	0.441939	Shared	0.907526	0.924473	0.490834	0.877487	0.753758	1.885579	2.226457	0.846897	1.828551	2.098231	0.871473	1.888945	2.166431	0.871915	null	null	null
164	0.898748	0.950286	0.472883	Shared	0.842598	0.802015	0.524082	0.862878	0.600153	2.104502	2.444488	0.860918	2.107683	2.431334	0.866883	2.118026	2.433705	0.870289	null	null	null
165	1.029202	0.910091	0.557866	Shared	1.15859	1.109781	0.521064	0.602612	0.850109	1.673454	2.328899	0.71856	1.963865	2.877765	0.682427	2.070472	2.950266	0.701792	null	null	null
166	0.814829	0.879979	0.462982	Shared	0.887301	0.865757	0.51214	0.908417	0.673797	2.265333	2.541998	0.891162	2.192748	2.448491	0.895551	2.242219	2.498202	0.897533	null	null	null
167	0.654809	1.166502	0.280672	Other	0.803869	0.914699	0.439417	0.386978	0.244546	1.071181	2.581335	0.414972	1.079362	2.555789	0.422321	1.186111	2.7089	0.437857	0.225408	0.974453	0.231318
168	0.986269	1.205163	0.409185	Shared	0.911989	0.893899	0.509918	0.834575	0.613616	1.949797	2.185721	0.892061	1.9076	2.119018	0.900228	1.880894	2.14938	0.875087	null	null	null
169	1.094278	1.099205	0.497759	Shared	0.754595	0.687906	0.544189	0.931814	0.680687	1.697626	1.756341	0.96657	1.725414	1.736899	0.993387	1.849926	1.863717	0.9926	null	null	null
170	0.857435	0.920116	0.465939	Shared	0.876502	0.811472	0.537097	0.791961	0.619443	2.817397	2.986309	0.943438	2.844728	2.96224	0.96033	2.979796	3.184147	0.935822	null	null	null
171	1.068452	0.951593	0.554686	Shared	1.107203	1.087849	0.50874	0.687807	0.811833	1.658149	1.471102	1.127148	1.400329	1.270861	1.101874	1.618439	1.50121	1.078089	null	null	null
172	0.892414	1.007774	0.442765	Shared	0.577257	0.565833	0.509894	0.93461	0.383102	2.307718	2.896925	0.796609	2.31061	2.89871	0.797117	2.235142	2.735523	0.817081	null	null	null
173	1.050105	1.048501	0.500764	Shared	1.124823	1.08142	0.519293	0.783443	0.846918	1.56226	1.765012	0.885127	1.518906	1.65209	0.919384	1.665734	1.774639	0.938633	null	null	null
174	0.893501	0.975676	0.457888	Shared	1.000923	1.005874	0.497539	0.906043	0.945742	null	null	null	null	null	null	null	null	null	null	null	null
175	0.840267	0.907773	0.462818	Shared	0.672288	0.627848	0.533052	0.886989	0.492453	2.29353	2.409297	0.95195	2.252676	2.337218	0.963828	2.346228	2.525239	0.929111	null	null	null
176	1.047196	1.046494	0.500335	Shared	1.134414	1.109297	0.511071	0.736061	0.89187	2.41576	3.081928	0.783847	2.673934	3.22318	0.829595	2.839266	3.244106	0.875208	null	null	null
177	0.842147	0.919412	0.457981	Shared	0.811323	0.690028	0.574751	0.88279	0.266817	3.290646	3.496086	0.941237	3.270164	3.481805	0.939215	3.184093	3.406106	0.934819	null	null	null
178	0.815355	0.813975	0.500846	Shared	1.13547	1.136754	0.499435	0.457673	0.755695	1.097996	1.776121	0.618199	1.099721	1.786045	0.61573	1.090912	1.759774	0.619916	null	null	null
179	0.896077	1.038533	0.431415	Shared	1.166151	1.15226	0.505956	0.755171	0.900055	1.320467	1.700427	0.77655	1.149005	1.403417	0.818719	1.068994	1.374897	0.777508	null	null	null
180	0.871738	1.092034	0.399135	Other	1.165578	1.219503	0.477891	0.36354	0.753647	0.367021	1.160296	0.316317	0.352932	1.142375	0.308946	0.408469	1.182727	0.345362	null	null	null
181	0.969803	1.03191	0.469907	Shared	1.070812	1.072343	0.499286	0.889292	0.942262	1.923912	1.865204	1.031475	1.671385	1.602243	1.043154	1.659115	1.744689	0.950952	null	null	null
182	0.71192	0.831771	0.427954	Shared	1.143797	1.150107	0.497257	0.59423	0.848729	0.68675	1.349081	0.50905	0.705093	1.354551	0.520536	0.763522	1.388878	0.54974	null	null	null
183	0.94329	1.141914	0.41303	Shared	1.141931	1.186719	0.48113	0.483579	0.85419	0.93315	1.64539	0.56713	0.888944	1.564578	0.568169	0.826467	1.505773	0.548865	null	null	null
184	1.074749	1.16165	0.462596	Shared	0.998136	0.990501	0.503825	0.888131	0.826104	1.665294	1.743688	0.955041	1.619758	1.681949	0.963024	1.648385	1.72221	0.957133	null	null	null
185	0.927976	0.907104	0.511246	Shared	0.792848	0.769827	0.514518	0.825407	0.576464	2.681639	2.864498	0.936164	2.632724	2.785089	0.945293	2.768359	2.858644	0.968417	null	null	null
186	0.861977	0.863278	0.499247	Shared	1.077688	1.062425	0.507082	0.812705	0.859995	2.113722	2.354396	0.897777	2.16771	2.348959	0.922839	2.134021	2.354369	0.906409	null	null	null
187	0.809721	0.906008	0.446862	Shared	0.61328	0.621576	0.493327	0.962865	0.534268	1.979747	2.402198	0.82414	2.014517	2.428463	0.829544	2.015917	2.36617	0.851975	null	null	null
188	0.838884	0.912576	0.459624	Shared	0.720725	0.728794	0.494464	0.912968	0.457393	3.051012	3.338523	0.913881	3.003754	3.271924	0.918039	2.831836	3.126407	0.90578	null	null	null
189	1.074057	0.982784	0.54249	Shared	1.158128	1.142507	0.506744	0.721095	0.845529	1.429072	1.636216	0.873401	1.530348	1.738339	0.880351	1.562566	1.758841	0.888406	null	null	null
190	1.115153	1.276803	0.436697	Shared	0.897486	0.844054	0.529767	0.882978	0.543995	1.798059	2.196027	0.818778	1.781518	2.180099	0.817173	1.725846	2.115832	0.815682	null	null	null
191	1.037602	1.067901	0.485814	Shared	1.088059	1.07588	0.505597	0.825641	0.780425	1.865545	2.173424	0.858344	1.764942	2.028197	0.870202	1.908001	2.131569	0.895116	null	null	null
192	1.146934	1.399124	0.409876	Shared	1.136935	1.038059	0.543484	0.309044	0.67632	0.443112	1.430516	0.309756	0.443417	1.417001	0.312926	0.483848	1.445606	0.334702	null	null	null
193	0.7233	0.859531	0.420753	Shared	1.234936	1.244814	0.496032	0.485695	0.769098	0.462244	1.040079	0.444431	0.429681	0.949696	0.452441	0.449812	0.964546	0.466346	0.376152	0.909617	0.413528
194	0.840109	0.901025	0.466196	Shared	0.675002	0.629879	0.533424	0.933196	0.318808	2.13455	2.359942	0.904493	2.14811	2.356941	0.911397	1.980827	2.276091	0.870276	null	null	null
195	0.931471	0.964265	0.482995	Shared	1.024316	1.020961	0.501638	0.87473	0.938979	null	null	null	null	null	null	null	null	null	null	null	null
196	1.218462	1.108819	0.544992	Shared	0.98742	0.942656	0.522667	0.698454	0.628846	1.746919	1.928017	0.90607	1.847063	2.050939	0.900594	1.793615	2.058103	0.87149	null	null	null
197	0.831566	0.961738	0.432324	Shared	0.753096	0.702603	0.533524	0.850967	0.281431	2.898886	3.241185	0.894391	2.897674	3.192519	0.907645	2.906512	3.207719	0.906099	null	null	null
198	0.725343	0.832242	0.435776	Shared	1.167199	1.142685	0.510501	0.584923	0.828724	1.159826	1.921145	0.603716	1.15711	1.920278	0.602574	1.154805	1.884802	0.612693	null	null	null
199	1.047808	1.081347	0.484492	Shared	0.979458	0.933939	0.523236	0.889286	0.76518	1.646652	1.840945	0.89446	1.612129	1.784657	0.903327	1.623927	1.796963	0.903707	null	null	null

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