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

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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 ⌀
0	1.161126	1.047123	0.549091	Shared	0.935062	0.919854	0.508132	0.809009	0.775488	1.739511	1.995137	0.871875	1.740799	1.946036	0.894536	1.772263	1.982629	0.893896	null	null	null
1	0.976283	0.82277	0.578621	Shared	1.305068	1.251554	0.520502	0.461901	0.626585	1.03564	1.532818	0.675645	0.963405	1.417505	0.679649	0.975928	1.408433	0.692918	null	null	null
2	1.006433	0.950882	0.527598	Shared	1.083169	1.057506	0.511846	0.858125	0.825311	1.588122	1.635173	0.971226	1.477505	1.514999	0.975251	1.485712	1.548294	0.95958	null	null	null
3	0.722373	1.203064	0.300222	Other	1.107711	1.214041	0.456208	0.107608	0.584688	0.424902	1.598392	0.265831	0.425296	1.577122	0.269666	0.409501	1.573292	0.260283	0.065006	0.97873	0.066418
4	1.066381	1.075539	0.495742	Shared	1.173089	1.139655	0.514251	0.448933	0.803769	0.870862	1.654657	0.52631	1.01872	1.938094	0.52563	1.016348	1.955532	0.519729	null	null	null
5	0.822909	0.966482	0.425724	Shared	0.845409	0.868564	0.486671	0.894564	0.628384	2.957872	3.497108	0.845805	2.922425	3.464951	0.843425	2.860181	3.375695	0.847287	null	null	null
6	0.800614	0.880589	0.45459	Shared	0.68094	0.651672	0.521491	0.92903	0.238365	1.886646	2.297559	0.821153	1.916159	2.352176	0.814632	2.125688	2.532743	0.839283	null	null	null
7	0.848734	0.894448	0.474446	Shared	0.884525	0.86661	0.510127	0.867704	0.725809	3.057002	3.457665	0.884123	2.985985	3.375071	0.884718	2.910889	3.297444	0.882771	null	null	null
8	1.030049	1.03586	0.497195	Shared	1.137825	1.137126	0.500307	0.769686	0.891952	null	null	null	null	null	null	null	null	null	null	null	null
9	0.950601	1.09822	0.432792	Shared	1.162768	1.194554	0.486695	0.423023	0.822894	0.640859	1.235491	0.518708	0.664895	1.318869	0.50414	0.716951	1.375729	0.521143	null	null	null
10	0.987617	0.958928	0.514524	Shared	0.713862	0.583277	0.591464	0.98542	0.524444	1.526834	1.617407	0.944001	1.547969	1.630177	0.949571	1.602609	1.64714	0.972964	null	null	null
11	0.971189	0.998023	0.486556	Shared	1.030517	1.02969	0.500402	0.89728	0.956464	null	null	null	null	null	null	null	null	null	null	null	null
12	0.949127	1.031811	0.459932	Shared	0.913831	0.921053	0.496079	0.882943	0.748661	1.614888	1.845435	0.875071	1.653582	1.852916	0.892421	1.666504	1.900117	0.877053	null	null	null
13	1.105656	0.780205	0.647175	Other	1.148837	1.144588	0.501849	0.267743	0.786612	0.769856	1.196077	0.643651	0.745181	1.171208	0.636249	0.781771	1.212912	0.644541	null	null	null
14	0.799388	0.916037	0.43633	Shared	0.869455	0.81454	0.53158	0.851415	0.624311	3.015215	3.67257	0.821009	3.00761	3.657897	0.822224	2.897639	3.476716	0.833441	null	null	null
15	1.024315	1.070786	0.4783	Shared	1.151254	1.134007	0.507491	0.825969	0.871418	1.691758	1.870689	0.90435	1.568446	1.677234	0.935138	1.571057	1.669923	0.940796	null	null	null
16	0.951886	1.009318	0.471549	Shared	1.052982	1.050846	0.501014	0.909583	0.943338	null	null	null	null	null	null	null	null	null	null	null	null
17	0.837075	0.877589	0.476917	Shared	0.730651	0.671196	0.540686	0.903671	0.546232	2.549968	2.800013	0.910699	2.539882	2.779218	0.913884	2.790006	3.124885	0.892835	null	null	null
18	0.984077	1.066898	0.461186	Shared	0.660997	0.61641	0.533727	0.964416	0.504962	1.986119	2.073296	0.957952	1.97324	2.02697	0.973492	1.968184	2.069223	0.951171	null	null	null
19	1.124116	1.076839	0.521028	Shared	1.168695	1.152815	0.506794	0.716768	0.876966	1.070055	1.340875	0.798027	1.040975	1.248484	0.833792	1.028837	1.235144	0.83297	null	null	null
20	1.06302	1.056321	0.503151	Shared	1.194021	1.160053	0.514224	0.728269	0.857869	1.212768	1.483413	0.817552	1.324265	1.647841	0.803636	1.349205	1.677832	0.804136	null	null	null
21	0.950184	1.011076	0.469887	Shared	0.826121	0.762969	0.538222	0.909473	0.529815	2.653965	2.939489	0.902866	2.570012	2.834503	0.906689	2.615358	2.85874	0.914864	null	null	null
22	1.361537	0.751733	0.72394	Other	1.096709	1.063296	0.515233	0.453037	0.856567	1.184476	1.199876	0.987165	1.201429	1.184223	1.01453	1.377909	1.369612	1.006058	null	null	null
23	0.863181	0.949425	0.454581	Shared	0.701015	0.675602	0.518126	0.963617	0.364127	2.774299	3.255834	0.852101	2.779422	3.264444	0.851423	2.6202	3.051567	0.858641	null	null	null
24	0.812935	0.906155	0.448563	Shared	0.781306	0.762353	0.512129	0.883641	0.453652	2.802951	2.901374	0.966077	2.822046	2.929466	0.963331	2.886297	3.105568	0.929394	null	null	null
25	1.060988	0.79978	0.623097	Other	1.100918	1.055983	0.520408	0.476391	0.811104	1.036353	1.497406	0.692099	0.929631	1.172257	0.793027	1.151072	1.405103	0.819208	null	null	null
26	1.125015	1.196756	0.470027	Shared	1.123736	1.120116	0.501611	0.357697	0.757662	0.761275	1.550737	0.490912	0.914659	1.7139	0.533671	0.972599	1.740161	0.558914	null	null	null
27	1.117137	1.150428	0.485531	Shared	1.053075	0.989392	0.530236	0.639831	0.653015	1.565234	2.026667	0.772319	1.582656	1.976725	0.800646	1.639327	2.026799	0.808826	null	null	null
28	1.077321	1.131778	0.475942	Shared	1.133716	1.14963	0.493078	0.753752	0.856943	1.103086	1.430982	0.770859	1.192351	1.516248	0.786382	1.226433	1.548209	0.792162	null	null	null
29	0.968776	0.983799	0.492364	Shared	0.829938	0.77384	0.533797	0.831214	0.647854	2.981053	3.182783	0.936618	3.132859	3.333559	0.939794	3.018892	3.255801	0.927235	null	null	null
30	0.857595	0.985299	0.435195	Shared	0.763948	0.77793	0.491013	0.844934	0.554718	2.375708	2.867232	0.828572	2.437961	2.921803	0.834403	2.50887	2.981986	0.841342	null	null	null
31	0.819317	0.974621	0.420326	Shared	0.956236	0.950322	0.503093	0.77602	0.838973	2.216899	2.576763	0.860343	2.168438	2.492624	0.869942	2.089545	2.507987	0.833156	null	null	null
32	0.746859	0.892734	0.418299	Shared	0.722921	0.741644	0.487377	0.916301	0.46539	3.021907	3.531056	0.855808	3.119005	3.661281	0.851889	3.138686	3.684049	0.851966	null	null	null
33	0.75515	0.913304	0.413417	Shared	0.744124	0.772552	0.481601	0.898337	0.529895	2.461465	2.700061	0.911633	2.443603	2.670116	0.915167	2.539082	2.766443	0.917815	null	null	null
34	0.89686	0.88457	0.506852	Shared	0.774065	0.696179	0.55031	0.872516	0.295722	2.755014	3.096633	0.88968	2.779293	3.117988	0.891374	2.75348	3.089244	0.891312	null	null	null
35	1.114439	1.15176	0.483798	Shared	1.222432	1.231178	0.496448	0.728531	0.87248	1.020907	1.326848	0.769422	0.989064	1.202353	0.822607	0.998833	1.24298	0.80358	null	null	null
36	0.932134	0.96151	0.484724	Shared	1.106348	1.112969	0.497025	0.7338	0.9006	1.733071	1.986776	0.872303	1.666207	1.891449	0.880916	1.693046	1.989353	0.851054	null	null	null
37	1.041883	1.068475	0.487556	Shared	1.148358	1.125233	0.510069	0.783203	0.913734	null	null	null	null	null	null	null	null	null	null	null	null
38	1.050552	1.09298	0.480591	Shared	1.154963	1.117546	0.516198	0.817459	0.83309	1.464751	1.7443	0.839736	1.318429	1.550893	0.850109	1.364187	1.587598	0.859278	null	null	null
39	1.015526	1.064571	0.476965	Shared	0.946243	0.874303	0.538014	0.768779	0.556606	2.367802	2.900458	0.816355	2.306989	2.73769	0.842677	2.41593	2.80089	0.862558	null	null	null
40	0.97212	1.046193	0.464598	Shared	1.066169	1.070137	0.498146	0.746864	0.763552	1.844271	2.304009	0.800462	1.705201	2.076328	0.821258	1.793103	2.129772	0.841922	null	null	null
41	0.840218	0.842219	0.498812	Shared	1.076856	1.076929	0.499966	0.652124	0.899343	null	null	null	null	null	null	null	null	null	null	null	null
42	1.048834	1.031511	0.508258	Shared	1.139884	1.121625	0.508009	0.773527	0.911111	1.222452	1.571703	0.777788	1.25839	1.511781	0.832389	1.186154	1.402987	0.845449	null	null	null
43	1.008446	1.024472	0.492179	Shared	0.672201	0.593914	0.558232	0.955777	0.395499	1.968393	2.082998	0.944981	1.971166	2.031425	0.970337	1.934876	2.026056	0.954996	null	null	null
44	0.73905	0.809097	0.456713	Shared	0.883371	0.872625	0.506083	0.891218	0.646443	3.523764	4.161017	0.846852	3.512005	4.143312	0.847632	3.433244	3.982865	0.862004	null	null	null
45	1.09661	1.211599	0.452547	Shared	1.103063	1.119558	0.492633	0.935367	0.814633	1.480644	1.697663	0.872166	1.497692	1.707227	0.877266	1.489865	1.695463	0.878736	null	null	null
46	0.764252	0.874426	0.437002	Shared	0.832414	0.832739	0.499805	0.890147	0.642451	2.863236	3.221319	0.88884	2.849771	3.179146	0.896395	2.735875	3.0464	0.898068	null	null	null
47	0.902559	1.014356	0.444893	Shared	1.07035	1.063937	0.502996	0.877868	0.93683	null	null	null	null	null	null	null	null	null	null	null	null
48	0.869925	0.965733	0.450396	Shared	1.152205	1.133252	0.508225	0.803929	0.895212	1.864438	2.26226	0.824149	1.958667	2.386121	0.820858	2.022895	2.45364	0.824446	null	null	null
49	0.857472	0.892227	0.480523	Shared	1.000489	0.974794	0.512841	0.790416	0.832411	1.996314	2.240857	0.890871	1.995156	2.25437	0.885017	2.024627	2.32133	0.872184	null	null	null
50	0.854552	0.937728	0.45565	Shared	0.617915	0.604931	0.510506	0.953175	0.420371	2.34721	2.548105	0.921159	2.319804	2.508323	0.924843	2.385537	2.571851	0.927556	null	null	null
51	0.893378	0.85784	0.51989	Shared	1.132352	1.097149	0.515544	0.677607	0.892411	1.011604	1.335619	0.757404	0.831745	1.052985	0.789892	0.879243	1.099092	0.799972	null	null	null
52	1.045992	1.100238	0.475348	Shared	1.170407	1.143464	0.51151	0.654471	0.892986	1.111104	1.328519	0.836348	1.612889	2.178836	0.740252	1.569244	2.166754	0.724238	null	null	null
53	0.704268	0.684292	0.514182	Shared	1.170589	1.023175	0.562966	0.079259	0.301233	0.774935	2.901204	0.267108	0.76936	2.861089	0.268905	0.870316	2.920648	0.297987	null	null	null
54	1.013439	1.02957	0.492166	Shared	1.126231	1.12333	0.501288	0.776989	0.913933	2.292086	2.173439	1.05459	4.964771	4.803896	1.033488	4.998752	4.933413	1.013244	null	null	null
55	0.93794	1.024963	0.457548	Shared	0.757933	0.710093	0.531559	0.911672	0.567426	2.61857	2.888216	0.906639	2.583076	2.834305	0.911361	2.4938	2.795922	0.891942	null	null	null
56	1.017434	1.223466	0.4158	Shared	1.137763	1.15254	0.493589	0.653679	0.799309	1.021624	1.632133	0.625944	0.873847	1.39405	0.626841	0.930717	1.46509	0.635263	null	null	null
57	0.827219	1.026852	0.402794	Shared	1.022857	1.025964	0.498486	0.797772	0.832798	2.000149	2.421271	0.826074	2.036964	2.46241	0.827224	2.087687	2.553228	0.817666	null	null	null
58	1.112186	1.039826	0.53253	Shared	1.146473	1.107568	0.516968	0.794528	0.847605	1.490623	1.547986	0.962944	1.391266	1.444767	0.962969	1.390983	1.452289	0.957786	0.750461	0.896781	0.836838
59	0.777011	0.89381	0.434663	Shared	0.818362	0.783661	0.521201	0.929301	0.600819	2.711709	3.103009	0.873897	2.687186	3.054404	0.879774	2.716622	3.057738	0.888442	null	null	null
60	0.906495	0.97917	0.462889	Shared	1.011697	0.998626	0.50646	0.876974	0.950972	null	null	null	null	null	null	null	null	null	null	null	null
61	0.905791	0.94261	0.48047	Shared	0.898948	0.904493	0.496935	0.848631	0.748668	2.441179	2.832222	0.861931	2.462062	2.834229	0.868689	2.456357	2.80598	0.875401	null	null	null
62	1.011782	1.05834	0.478004	Shared	0.915373	0.913976	0.500763	0.891558	0.776739	1.813924	2.022552	0.896849	1.803252	2.00449	0.899606	1.772593	1.98877	0.891301	null	null	null
63	1.194107	0.857379	0.640996	Other	1.153229	1.081775	0.53098	0.451583	0.861022	0.9448	1.267021	0.745687	0.979726	1.29659	0.755617	0.917845	1.228817	0.746934	null	null	null
64	0.988791	1.050687	0.470545	Shared	1.152106	1.142652	0.504103	0.795002	0.88645	1.046791	1.305338	0.801931	1.018326	1.268749	0.802622	1.035982	1.270084	0.81568	null	null	null
65	0.992862	1.056659	0.469812	Shared	0.919067	0.768693	0.581808	0.174567	0.080828	1.130303	2.57081	0.439668	1.108369	2.517861	0.440203	1.324487	2.967633	0.446311	null	null	null
66	0.925566	0.84806	0.54187	Shared	0.873571	0.787513	0.549257	0.839819	0.660945	2.350022	2.555998	0.919415	2.294389	2.476911	0.926311	2.402445	2.471802	0.971941	null	null	null
67	0.817209	0.961863	0.424805	Shared	1.019141	1.023644	0.4978	0.821025	0.796252	2.194656	2.592209	0.846635	2.076874	2.42625	0.856002	2.084121	2.448119	0.851315	null	null	null
68	1.273771	1.335552	0.47687	Shared	0.859413	0.825355	0.519815	0.971501	0.732083	1.355068	1.458502	0.929082	1.358221	1.461959	0.929042	1.335702	1.435089	0.930745	null	null	null
69	0.842664	0.830801	0.507039	Shared	0.776558	0.728435	0.530985	0.882849	0.520815	2.840352	3.172648	0.895262	2.832299	3.154829	0.897766	2.93425	3.186166	0.920935	null	null	null
70	0.850973	0.975909	0.43599	Shared	0.633137	0.647682	0.488771	0.932141	0.312782	1.85403	2.103208	0.881525	1.856368	2.116561	0.877068	1.973152	2.254753	0.875108	null	null	null
71	0.914411	0.926249	0.49361	Shared	1.084623	1.079315	0.502447	0.810912	0.873422	2.088025	2.324729	0.89818	2.03338	2.285131	0.889831	1.970537	2.231244	0.883156	null	null	null
72	0.900772	1.002056	0.449462	Shared	1.00977	1.002144	0.503776	0.770184	0.798079	1.773752	2.185549	0.811582	1.760084	2.12647	0.827702	1.792451	2.17575	0.823831	null	null	null
73	0.998958	1.020631	0.489383	Shared	0.925738	0.914948	0.505828	0.81999	0.760337	1.985968	2.335496	0.850341	1.945771	2.281705	0.852771	2.058438	2.365244	0.870286	null	null	null
74	0.949027	1.045951	0.453667	Shared	1.086052	1.090862	0.497795	0.815959	0.931524	null	null	null	null	null	null	null	null	null	null	null	null
75	1.125727	1.084086	0.518495	Shared	1.215442	1.200366	0.506202	0.76027	0.850653	1.274736	1.514263	0.841819	1.138488	1.363512	0.834968	1.169626	1.387383	0.843045	null	null	null
76	0.784105	0.910823	0.430438	Shared	1.083782	1.084197	0.499809	0.801114	0.840311	2.121532	2.53238	0.837762	2.097826	2.442193	0.858993	2.060457	2.420914	0.851107	null	null	null
77	0.78004	0.897756	0.434439	Shared	0.637872	0.637124	0.500586	0.961572	0.411819	1.963839	2.303182	0.852663	1.963454	2.288373	0.858013	2.054566	2.386952	0.860749	null	null	null
78	0.747238	0.89292	0.418424	Shared	0.800432	0.790299	0.50633	0.587302	0.190659	2.329481	3.313999	0.702921	2.333066	3.292395	0.708623	2.294631	3.261061	0.703646	null	null	null
79	1.015617	1.055233	0.481229	Shared	1.073963	1.078811	0.497753	0.797363	0.924499	1.094234	1.32099	0.828343	0.840864	0.986935	0.851995	0.929328	1.086901	0.855025	null	null	null
80	0.967864	1.011981	0.478203	Shared	1.034418	1.029573	0.502342	0.907264	0.947044	null	null	null	null	null	null	null	null	null	null	null	null
81	0.936145	1.00622	0.465179	Shared	1.151342	1.162203	0.495327	0.595989	0.789118	1.704216	2.703643	0.630341	1.663343	2.667384	0.623586	1.706779	2.704173	0.631165	null	null	null
82	0.956694	0.996171	0.480186	Shared	0.804521	0.749836	0.533986	0.346809	0.049768	1.246817	2.830037	0.440566	1.244922	2.802216	0.444263	1.151123	2.716458	0.423759	null	null	null
83	1.213498	1.22932	0.493565	Shared	0.640352	0.581116	0.546253	0.974844	0.46918	1.829616	1.841685	0.993447	1.803626	1.825232	0.988163	1.794703	1.807724	0.992797	null	null	null
84	0.965932	1.112124	0.434274	Shared	1.201067	1.209979	0.496317	0.720286	0.838239	1.487532	1.971667	0.754454	1.522119	2.025703	0.751403	1.562796	2.079886	0.751385	null	null	null
85	0.887487	0.926672	0.478857	Shared	1.017119	1.013854	0.501605	0.891621	0.964331	null	null	null	null	null	null	null	null	null	null	null	null
86	0.951138	0.995478	0.477729	Shared	1.036109	1.038478	0.49886	0.895758	0.926349	null	null	null	null	null	null	null	null	null	null	null	null
87	1.218172	1.243493	0.489819	Shared	1.153183	1.16839	0.493492	0.572863	0.766269	0.808658	1.263754	0.639885	0.757515	1.086184	0.69741	0.746347	1.070636	0.697106	null	null	null
88	0.925772	0.984977	0.469946	Shared	0.869132	0.857892	0.506466	0.825535	0.788124	1.429292	1.644434	0.869169	1.392146	1.593255	0.873774	1.386307	1.618117	0.856741	null	null	null
89	0.81188	0.894697	0.453718	Shared	0.642897	0.614337	0.522213	0.930675	0.350384	2.081124	2.393235	0.869586	2.132444	2.443975	0.872531	2.228937	2.51031	0.887913	null	null	null
90	0.972754	0.833421	0.571618	Shared	0.857645	0.674641	0.60669	0.876294	0.326575	2.66062	3.183662	0.835711	2.694008	3.174031	0.848765	3.0835	3.331749	0.92549	null	null	null
91	1.115348	1.204342	0.463053	Shared	1.194553	1.222417	0.488603	0.565729	0.85295	0.786638	1.290762	0.609437	0.663067	0.984438	0.673549	0.684195	1.028683	0.665118	0.400354	0.693676	0.577149
92	0.909443	0.943403	0.482001	Shared	1.017723	1.023711	0.497075	0.85601	0.945385	1.42045	1.639232	0.866534	1.174842	1.567803	0.749355	1.164065	1.587601	0.733222	null	null	null
93	1.445855	1.300284	0.550341	Shared	0.559689	0.398186	0.644279	0.974948	0.452903	1.416532	1.518274	0.932988	1.405335	1.514165	0.928126	1.392054	1.460811	0.952932	null	null	null
94	1.100585	1.134786	0.484931	Shared	1.118909	1.142917	0.489497	0.576816	0.824701	0.771797	1.36033	0.56736	0.84738	1.484105	0.57097	0.921655	1.536776	0.599733	null	null	null
95	1.042648	1.039322	0.501595	Shared	1.089444	1.068662	0.509538	0.811907	0.935497	1.143095	1.30143	0.878338	1.271446	1.543604	0.823686	1.150772	1.434373	0.802282	null	null	null
96	0.97041	1.004821	0.482877	Shared	1.039516	1.032276	0.503482	0.884775	0.95164	null	null	null	null	null	null	null	null	null	null	null	null
97	0.859069	0.881914	0.487048	Shared	1.173051	1.180413	0.496882	0.66568	0.848689	1.471536	1.801752	0.816725	1.424427	1.650897	0.86282	1.399682	1.624934	0.861378	null	null	null
98	0.930267	1.078848	0.431139	Shared	0.955793	0.916566	0.520521	0.776642	0.703842	1.858137	2.349526	0.790856	1.882904	2.35617	0.799138	1.88982	2.368868	0.797774	null	null	null
99	0.971796	0.99139	0.490118	Shared	1.09357	1.087098	0.502959	0.865564	0.874628	1.310117	1.502131	0.872172	1.266516	1.451298	0.872678	1.245179	1.45666	0.854818	null	null	null

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