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 ⌀
200	0.94035	0.947979	0.495976	Shared	0.566571	0.591883	0.478617	0.988975	0.479753	2.855228	2.829741	1.009007	2.896738	2.858068	1.01353	2.941781	2.908051	1.011599	null	null	null
201	1.022924	0.992368	0.514936	Shared	1.1488	1.139178	0.504188	0.937618	0.868655	2.02609	2.067403	0.980017	1.967956	2.004627	0.981707	1.964684	1.993044	0.98577	null	null	null
202	0.897604	0.982125	0.45697	Shared	1.014245	1.056231	0.480125	0.850884	0.747271	1.629498	1.800765	0.904892	1.635676	1.750916	0.934183	1.639225	1.754763	0.934157	null	null	null
203	1.130264	1.08894	0.518281	Shared	1.376492	1.394744	0.493457	0.933973	0.928615	1.571593	1.591658	0.987394	1.331036	1.336241	0.996104	1.34419	1.348811	0.996574	null	null	null
204	1.107186	1.122719	0.493082	Shared	0.843265	0.827615	0.509279	0.976235	0.813814	1.640503	1.712684	0.957855	1.615974	1.666185	0.969865	1.62214	1.663295	0.975257	null	null	null
205	1.0503	1.031291	0.509049	Shared	1.08778	1.104632	0.492372	0.887369	0.954956	1.711589	1.840565	0.929926	2.135038	2.32655	0.917684	2.313777	2.485239	0.931008	null	null	null
206	1.008328	0.958858	0.524531	Shared	1.225389	1.218004	0.503013	0.914706	0.896187	2.065311	2.102395	0.982361	2.086069	2.127269	0.980632	2.093585	2.127551	0.984035	null	null	null
207	1.027518	1.029158	0.499203	Shared	1.124951	1.115691	0.504116	0.927427	0.941374	2.378845	2.581012	0.921671	3.285145	3.602421	0.911927	3.020515	3.289463	0.91824	null	null	null
208	0.871529	0.97418	0.447314	Shared	0.865666	0.883216	0.490065	0.938683	0.704672	2.973447	2.866492	1.037312	3.03698	2.90354	1.045958	2.981739	2.875055	1.037107	null	null	null
209	0.999226	1.013436	0.492989	Shared	1.142893	1.143213	0.49986	0.907111	0.962373	1.065836	1.197647	0.889942	0.740573	0.892763	0.82953	0.750706	0.911522	0.823574	null	null	null
210	1.10984	1.115095	0.497644	Shared	1.105634	1.117883	0.494521	0.9743	0.883774	1.741981	1.764569	0.987199	1.706514	1.714222	0.995503	1.708564	1.720298	0.993179	null	null	null
211	1.100664	1.089212	0.505203	Shared	1.200378	1.19999	0.500162	0.899071	0.950542	1.383681	1.490646	0.928243	1.495146	1.583517	0.944193	1.594705	1.695373	0.940622	1.019989	1.092871	0.933311
212	1.049412	1.042741	0.503178	Shared	1.163632	1.169321	0.497567	0.915356	0.963003	1.262176	1.31391	0.960626	0.917898	0.912168	1.006282	0.91096	0.907802	1.003478	null	null	null
213	1.198581	1.0662	0.555224	Shared	0.649466	0.559852	0.56899	0.988643	0.60632	1.85612	1.725001	1.076011	1.844273	1.704809	1.081806	1.865099	1.71388	1.088232	null	null	null
214	0.884093	0.844978	0.522122	Shared	0.636009	0.609374	0.520939	0.974563	0.408519	2.872686	2.864289	1.002932	2.863975	2.850401	1.004762	2.844133	2.804873	1.013997	null	null	null
215	1.001575	0.995653	0.502956	Shared	1.110812	1.129835	0.491582	0.956278	0.856822	2.01969	2.056887	0.981916	1.928047	1.961474	0.982958	1.928108	1.957181	0.985145	null	null	null
216	1.12335	1.100623	0.510116	Shared	1.264234	1.269041	0.498106	0.985494	0.926684	1.598981	1.570312	1.018257	1.534673	1.502939	1.021115	1.534866	1.503651	1.020759	null	null	null
217	1.114619	0.960663	0.569062	Shared	1.172421	1.163743	0.503701	0.728824	0.916673	1.657081	1.735966	0.954559	2.08907	2.261082	0.923925	2.069272	2.223369	0.930692	null	null	null
218	1.104867	1.069086	0.516193	Shared	1.253737	1.248575	0.502059	0.907501	0.940284	1.485658	1.552131	0.957173	1.183654	1.227624	0.964183	1.227121	1.260432	0.973572	null	null	null
219	1.02274	1.012055	0.505224	Shared	1.072403	1.07384	0.499331	0.928602	0.967902	2.364275	2.156969	1.09611	2.434688	2.185665	1.113935	2.56574	2.372501	1.08145	null	null	null
220	1.046937	1.016015	0.514768	Shared	0.738953	0.69396	0.530444	0.982249	0.607841	2.861481	2.809988	1.018325	2.78298	2.741607	1.015091	2.766278	2.723195	1.015821	null	null	null
221	1.148677	1.116815	0.513869	Shared	1.236198	1.222363	0.505596	0.779187	0.894475	1.355449	1.397839	0.969674	1.039931	1.056733	0.9841	1.067354	1.087196	0.98175	null	null	null
222	0.897833	0.873359	0.513629	Shared	0.768305	0.775779	0.495183	0.952519	0.691925	2.715379	2.700681	1.005442	2.672964	2.617523	1.021181	2.705386	2.639784	1.024851	null	null	null
223	1.027829	1.01936	0.50412	Shared	1.031465	1.031005	0.500223	0.938274	0.973834	1.420709	1.574401	0.902381	1.277509	1.840216	0.694217	1.51016	2.041844	0.739606	null	null	null
224	1.109224	0.872264	0.606814	Other	1.316093	1.295047	0.507996	0.587584	0.731477	1.857892	1.943527	0.955939	1.660987	1.682799	0.987038	1.537066	1.551097	0.990954	null	null	null
225	1.091949	1.093954	0.499084	Shared	1.198053	1.189442	0.503593	0.916299	0.948215	1.298968	1.390125	0.934425	1.310386	1.318219	0.994058	1.294484	1.310218	0.987991	null	null	null
226	1.049642	1.026536	0.511007	Shared	1.165972	1.163682	0.500982	0.89924	0.943125	1.166213	1.300163	0.896974	0.725138	0.825902	0.877995	0.764353	0.837143	0.913049	null	null	null
227	1.356316	1.375983	0.492853	Shared	0.572958	0.618125	0.463465	0.991071	0.49698	1.66048	1.645959	1.008823	1.628945	1.618618	1.00638	1.626789	1.618038	1.005409	null	null	null
228	1.250298	0.998198	0.600816	Other	1.143509	1.208728	0.473022	0.458211	0.707983	1.004677	1.441976	0.696736	1.043193	1.471055	0.709146	1.110353	1.550234	0.716249	null	null	null
229	1.146807	1.085033	0.526933	Shared	0.83336	0.807531	0.515497	0.919769	0.76489	2.140138	2.180755	0.981375	2.330049	2.366559	0.984572	2.245712	2.302861	0.975184	null	null	null
230	1.07715	1.068628	0.503956	Shared	1.224297	1.219321	0.502032	0.902206	0.932801	1.242961	1.29784	0.957715	0.829443	0.858593	0.96605	0.85095	0.890983	0.955069	null	null	null
231	1.159698	1.087127	0.531289	Shared	1.209408	1.179677	0.512292	0.548516	0.850705	null	null	null	null	null	null	null	null	null	null	null	null
232	0.966262	0.944655	0.511181	Shared	0.906413	0.891285	0.508345	0.942084	0.847058	2.661112	2.618247	1.016372	2.5652	2.483709	1.03281	2.60325	2.532578	1.027905	null	null	null
233	0.879448	0.853877	0.514538	Shared	0.61085	0.602541	0.506801	0.966096	0.527448	2.965949	2.955848	1.003418	3.010353	2.985116	1.008454	2.935282	2.934925	1.000122	null	null	null
234	1.128533	0.912337	0.595786	Shared	1.26743	1.214995	0.520685	0.356608	0.552832	1.4712	2.16778	0.678667	1.482878	2.185579	0.678483	1.398374	2.117025	0.660537	null	null	null
235	1.011409	1.006497	0.502428	Shared	1.091906	1.087932	0.50182	0.93088	0.968301	1.737184	1.81418	0.957559	1.356965	1.40074	0.968749	1.507176	1.521435	0.990628	null	null	null
236	0.729984	0.766056	0.476456	Shared	0.957808	0.986717	0.485351	0.96384	0.85754	2.007999	2.125226	0.94484	1.907504	2.011216	0.948433	1.901226	1.969328	0.965418	null	null	null
237	1.016384	1.005854	0.50518	Shared	1.113069	1.096658	0.507372	0.921535	0.940041	2.08063	2.177243	0.955626	1.631939	1.679248	0.971828	1.649505	1.699615	0.970517	null	null	null
238	1.040853	1.038416	0.501171	Shared	1.122756	1.125616	0.49873	0.944294	0.966204	1.444313	1.495086	0.96604	0.915068	0.928062	0.985998	0.92212	0.950266	0.970381	0.417265	0.432976	0.963715
239	1.028499	1.007483	0.510217	Shared	1.142614	1.14882	0.497299	0.87569	0.938959	1.902951	2.028327	0.938188	2.347335	2.784793	0.842912	2.367306	2.787989	0.849109	null	null	null
240	0.924521	0.886656	0.520478	Shared	1.242888	1.270903	0.488978	0.592231	0.818432	1.038446	1.563861	0.664027	1.05666	1.563998	0.675614	1.03625	1.547913	0.66945	null	null	null
241	1.254889	1.156259	0.539298	Shared	1.175056	1.171758	0.501404	0.976217	0.906992	1.612642	1.532706	1.052154	1.464718	1.421696	1.030261	1.473287	1.431908	1.028898	null	null	null
242	0.887733	0.931907	0.476299	Shared	0.634588	0.660748	0.480204	0.936054	0.618393	2.731365	2.777639	0.983341	2.699816	2.721482	0.992039	2.70329	2.723349	0.992634	null	null	null
243	1.170299	0.955781	0.591651	Shared	1.28427	1.312101	0.489394	0.385298	0.779613	0.409218	0.983837	0.415941	0.391347	0.900162	0.434752	0.414507	0.920006	0.450548	null	null	null
244	1.058181	0.942168	0.554817	Shared	1.267897	1.261221	0.502633	0.748738	0.84543	1.305169	1.523378	0.85676	1.161021	1.339994	0.866437	1.180366	1.357098	0.869773	null	null	null
245	1.025611	1.02833	0.498678	Shared	1.095577	1.089711	0.502677	0.929695	0.945153	3.36142	3.507507	0.95835	5.488268	5.75616	0.95346	5.504395	5.765354	0.954737	null	null	null
246	0.850284	0.871117	0.488043	Shared	1.132375	1.144201	0.494832	0.877201	0.936551	2.000665	2.038297	0.981537	2.251748	2.097091	1.073748	3.141406	2.855724	1.100038	null	null	null
247	1.194784	0.793669	0.667861	Other	1.249928	1.189936	0.523999	0.635035	0.695204	1.720142	1.856979	0.926312	1.479576	1.57091	0.941859	1.497169	1.577189	0.949264	null	null	null
248	1.086994	1.088636	0.499246	Shared	1.153355	1.160179	0.497059	0.916622	0.948326	null	null	null	null	null	null	null	null	null	null	null	null
249	1.005688	0.921235	0.541988	Shared	1.199802	1.196334	0.501445	0.900359	0.921083	2.106552	1.825251	1.154116	4.06546	3.264749	1.24526	4.146039	3.34475	1.239566	null	null	null
250	1.042721	1.056605	0.49343	Shared	1.25964	1.288818	0.48868	0.911261	0.895842	1.607911	1.724465	0.932412	1.611582	1.730506	0.931277	1.626053	1.737537	0.935838	null	null	null
251	1.151263	1.050034	0.543965	Shared	0.718063	0.671477	0.532438	0.986077	0.678892	2.095464	2.014917	1.039975	2.106329	2.035609	1.034742	2.131992	2.060524	1.034684	null	null	null
252	0.98205	0.979806	0.501143	Shared	1.339844	1.360036	0.492577	0.913795	0.871153	1.618321	1.679121	0.963791	1.59223	1.608668	0.989782	1.601467	1.616033	0.990987	null	null	null
253	0.818581	0.825105	0.496046	Shared	0.577109	0.586276	0.492182	0.975713	0.537457	3.008909	2.861343	1.051572	3.030846	2.882521	1.051457	3.116865	2.964179	1.05151	null	null	null
254	0.887781	0.89928	0.493607	Shared	1.163022	1.173589	0.495498	0.895376	0.907019	1.879511	1.95249	0.962622	1.514241	1.523697	0.993794	1.54036	1.560366	0.987179	null	null	null
255	1.000577	1.04122	0.480483	Shared	1.114191	1.109036	0.502313	0.698981	0.932735	null	null	null	null	null	null	null	null	null	null	null	null
256	1.046344	1.034489	0.505665	Shared	1.118734	1.118756	0.49999	0.92105	0.931946	null	null	null	null	null	null	null	null	null	null	null	null
257	1.07785	1.061326	0.507665	Shared	1.180099	1.172125	0.503379	0.891369	0.942855	1.407773	1.495252	0.941496	1.266237	1.328272	0.953297	1.281147	1.342513	0.95429	null	null	null
258	1.056485	1.066726	0.4952	Shared	1.141817	1.14725	0.497632	0.91978	0.955541	1.193218	1.286946	0.92717	0.664509	0.786301	0.845107	0.688344	0.82277	0.836618	null	null	null
259	0.867642	0.810676	0.532828	Shared	0.583947	0.567025	0.514489	0.981486	0.523062	2.862274	2.879598	0.993984	2.886188	2.902475	0.994389	2.713035	2.715313	0.999161	null	null	null
260	1.04638	1.046229	0.500072	Shared	1.203277	1.194414	0.503683	0.897817	0.943879	1.164723	1.289537	0.90321	1.025087	1.108441	0.9248	1.062559	1.136754	0.934731	null	null	null
261	1.039768	1.025913	0.506663	Shared	1.119852	1.128899	0.495993	0.900334	0.953403	2.95879	3.017676	0.980486	4.143536	4.323512	0.958373	4.011287	4.276162	0.938058	null	null	null
262	1.02587	1.018712	0.503489	Shared	1.140833	1.159383	0.492	0.945871	0.838147	2.025226	2.062434	0.981959	2.00647	2.002064	1.002201	2.015011	2.017154	0.998937	null	null	null
263	1.062329	1.05048	0.505577	Shared	1.100725	1.097296	0.501558	0.933523	0.963521	1.385551	1.401845	0.988377	0.847483	0.914637	0.926578	0.916686	0.982942	0.932594	null	null	null
264	1.045561	1.024075	0.510275	Shared	1.137688	1.140285	0.498861	0.926803	0.962085	1.375455	1.379248	0.99725	0.99941	0.908575	1.099976	1.125721	1.051454	1.070633	null	null	null
265	0.948109	0.929321	0.509908	Shared	0.931631	0.940565	0.495251	0.981783	0.824292	1.926282	1.854434	1.038744	1.886749	1.81556	1.039211	1.898688	1.819409	1.043574	null	null	null
266	0.849511	0.833876	0.509202	Shared	0.584871	0.60459	0.483693	0.97558	0.367471	3.424728	3.371951	1.015652	3.508414	3.453382	1.015935	3.406793	3.336125	1.021183	null	null	null
267	1.01125	1.01607	0.497628	Shared	1.089349	1.079572	0.504488	0.93377	0.949737	1.360445	1.338259	1.016578	1.506243	1.670151	0.901861	1.469133	1.65777	0.88621	null	null	null
268	1.057361	1.075889	0.49139	Shared	1.145422	1.180042	0.485331	0.962989	0.890784	2.239525	2.288645	0.978538	2.185549	2.228943	0.980532	2.202736	2.249807	0.979078	null	null	null
269	1.001598	1.011319	0.495194	Shared	1.055277	1.055904	0.499703	0.873146	0.962229	null	null	null	null	null	null	null	null	null	null	null	null
270	0.96775	0.638616	0.670051	Other	1.429881	1.311043	0.541555	0.291412	0.634181	0.796917	1.032589	0.771766	0.938207	1.256732	0.746545	0.948523	1.266095	0.749172	null	null	null
271	1.016153	1.003156	0.506395	Shared	1.089826	1.092748	0.498663	0.910404	0.96018	2.540433	2.495143	1.018151	2.359065	2.424876	0.97286	2.741793	2.876288	0.95324	null	null	null
272	1.037813	1.07919	0.48083	Shared	1.325242	1.327089	0.499304	0.856861	0.876068	1.346317	1.469016	0.916475	1.281154	1.393253	0.919541	1.320827	1.430439	0.923371	null	null	null
273	0.87282	0.910918	0.479088	Shared	0.58681	0.642875	0.456395	0.981903	0.520903	2.57838	2.676011	0.963516	2.630203	2.725717	0.964958	2.559617	2.687174	0.952531	null	null	null
274	1.008045	1.000281	0.503851	Shared	1.05554	1.059749	0.498014	0.892081	0.960311	null	null	null	null	null	null	null	null	null	null	null	null
275	0.985559	0.970199	0.507793	Shared	1.05245	1.051433	0.500483	0.953523	0.971062	1.793143	1.783332	1.005501	1.646337	1.651009	0.99717	1.564274	1.605924	0.974065	null	null	null
276	1.083715	1.072277	0.505277	Shared	1.197034	1.185642	0.504758	0.912446	0.936605	1.81047	1.860178	0.973278	1.949794	1.974218	0.987628	1.946865	1.955979	0.995341	null	null	null
277	1.00782	1.000929	0.503419	Shared	1.111844	1.118237	0.497141	0.929703	0.964447	null	null	null	null	null	null	null	null	null	null	null	null
278	1.139545	1.237072	0.460581	Shared	0.541704	0.582229	0.465198	0.974476	0.451286	1.75973	1.867555	0.942264	1.782219	1.855241	0.96064	1.786846	1.846854	0.967508	null	null	null
279	1.01833	1.02206	0.498175	Shared	1.104081	1.103436	0.500292	0.926699	0.963267	1.668835	1.753033	0.95197	1.541888	1.673957	0.921104	1.576423	1.700382	0.927099	null	null	null
280	1.04062	1.03377	0.503291	Shared	1.168544	1.165404	0.501344	0.927926	0.949336	1.403323	1.442576	0.972789	1.943091	1.988019	0.9774	1.966102	2.01222	0.977081	null	null	null
281	1.174007	1.054148	0.551047	Shared	0.64087	0.573891	0.552256	0.991899	0.622426	2.104389	1.994637	1.055024	2.087147	1.996477	1.045415	2.094333	2.002051	1.046094	null	null	null
282	0.99693	1.006706	0.495144	Shared	1.080485	1.077367	0.501443	0.933312	0.964179	1.373707	1.45754	0.942483	1.234155	1.348126	0.91546	1.259251	1.394549	0.902981	null	null	null
283	0.985623	0.981842	0.501918	Shared	1.104556	1.104784	0.499897	0.944711	0.954948	2.649172	2.712978	0.976481	2.568768	2.610345	0.984072	2.500732	2.609596	0.958283	null	null	null
284	1.119443	1.038649	0.536087	Shared	1.014031	0.995857	0.508961	0.985859	0.842911	1.974458	1.880401	1.05002	1.843314	1.750634	1.052941	1.887886	1.798536	1.04968	0.931403	0.870232	1.070292
285	0.904863	0.931723	0.485586	Shared	0.646531	0.654085	0.494225	0.970503	0.622288	2.40899	2.451679	0.982588	2.456118	2.484567	0.98855	2.477537	2.502138	0.990168	null	null	null
286	1.017001	1.004648	0.506074	Shared	1.146032	1.139398	0.502894	0.914028	0.924874	null	null	null	null	null	null	null	null	null	null	null	null
287	0.915882	0.839521	0.541687	Shared	0.655764	0.562944	0.570772	0.986891	0.49418	2.26265	2.110458	1.072113	2.323759	2.166507	1.072583	2.445841	2.319022	1.054686	null	null	null
288	0.806844	0.629377	0.609976	Other	1.350535	1.257645	0.53439	0.579083	0.827739	1.677299	1.490142	1.125596	1.845061	1.748721	1.055092	1.834893	1.744903	1.051573	null	null	null
289	1.376748	1.345566	0.511325	Shared	0.634441	0.567825	0.552499	0.989008	0.527961	1.463294	1.442067	1.01472	1.473066	1.449412	1.01632	1.471839	1.450742	1.014542	null	null	null
290	0.860328	0.850027	0.505987	Shared	0.600023	0.636076	0.47166	0.973315	0.468928	2.61147	2.636102	0.990656	2.606555	2.625404	0.992821	2.615372	2.640586	0.990451	null	null	null
291	1.181898	1.023957	0.566817	Shared	1.348437	1.327599	0.507727	0.481453	0.78788	0.915238	1.379013	0.66369	0.736538	1.029513	0.715424	0.709805	1.007086	0.704811	null	null	null
292	1.082451	1.062346	0.509287	Shared	1.160347	1.165187	0.497923	0.935657	0.96354	null	null	null	null	null	null	null	null	null	null	null	null
293	1.027776	1.012342	0.507508	Shared	1.099496	1.104213	0.497864	0.91704	0.958613	3.590423	3.733828	0.961593	6.171246	6.406312	0.963307	6.220283	6.483706	0.959372	null	null	null
294	1.080269	1.057035	0.510753	Shared	1.148062	1.147178	0.500385	0.922637	0.962335	1.146975	1.09844	1.044185	2.364779	2.368206	0.998553	2.594499	2.688787	0.964933	null	null	null
295	1.08089	1.019889	0.528218	Shared	0.620229	0.587857	0.526097	0.991844	0.56089	2.162637	2.038852	1.060713	2.198406	2.051775	1.071465	2.19666	2.052888	1.070034	null	null	null
296	1.033189	1.033875	0.499668	Shared	1.083802	1.076715	0.503269	0.932903	0.941782	null	null	null	null	null	null	null	null	null	null	null	null
297	1.023488	1.029833	0.496919	Shared	1.075587	1.073829	0.500817	0.902259	0.95809	null	null	null	null	null	null	null	null	null	null	null	null
298	1.042781	1.06391	0.49007	Shared	1.161517	1.166296	0.497951	0.896917	0.941063	1.227154	1.339863	0.91588	0.673518	0.727099	0.926308	0.822431	0.870174	0.945134	null	null	null
299	1.106501	1.087849	0.508429	Shared	1.146546	1.153367	0.497043	0.895755	0.952205	1.3754	1.4297	0.96202	1.415551	1.54913	0.913772	1.402486	1.542642	0.909146	null	null	null

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