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science-of-finetuning
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diffing-stats-Meta-Llama-3.1-8B-L16-k222-lr1e-04-local-shuffling-Crosscoder

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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 ⌀
0	1.077301	1.068743	0.503972	Shared	1.145455	1.146933	0.499356	0.908109	0.945615	2.250093	2.376303	0.946888	2.649122	2.654688	0.997903	2.755299	2.828809	0.974014	null	null	null
1	0.920515	0.873066	0.525773	Shared	0.837669	0.755303	0.549164	0.965166	0.634347	2.999564	2.860453	1.048633	3.023656	2.846196	1.06235	3.029653	2.855546	1.060972	null	null	null
2	0.947303	0.949183	0.49901	Shared	1.055364	1.061479	0.49712	0.944098	0.955504	2.254957	2.33769	0.964609	2.54681	2.638528	0.965239	2.437148	2.542219	0.958669	null	null	null
3	0.987505	0.979095	0.504258	Shared	1.066585	1.0662	0.50018	0.861882	0.963781	1.955711	2.017462	0.969392	1.546312	1.531156	1.009898	1.497278	1.530682	0.978177	null	null	null
4	1.068222	1.070828	0.498783	Shared	1.128608	1.114127	0.506415	0.932726	0.941694	1.551079	1.660506	0.9341	1.380785	1.480134	0.932878	1.342097	1.417424	0.946856	null	null	null
5	1.000324	0.909879	0.545208	Shared	0.673465	0.593155	0.559625	0.975405	0.333405	2.386374	2.244556	1.063183	2.413986	2.272581	1.062222	2.400262	2.256296	1.063807	null	null	null
6	1.015353	0.888578	0.562429	Shared	1.180706	1.166685	0.505937	0.798148	0.769868	2.478862	2.241647	1.105822	2.565978	2.342458	1.095421	2.550362	2.30905	1.104507	null	null	null
7	1.033515	1.015931	0.508507	Shared	1.082129	1.086145	0.498151	0.928287	0.966105	1.764454	1.868243	0.944446	1.502502	1.537861	0.977008	1.710363	1.693942	1.009694	null	null	null
8	1.01015	0.997001	0.506509	Shared	1.069039	1.072647	0.498318	0.936557	0.969478	2.234716	2.337958	0.955841	3.590729	3.703107	0.969653	3.616596	3.771366	0.958962	null	null	null
9	1.00889	1.006759	0.501056	Shared	1.0753	1.071067	0.501968	0.945356	0.963597	null	null	null	null	null	null	null	null	null	null	null	null
10	0.961537	0.996538	0.482439	Shared	0.813815	0.856585	0.475034	0.967536	0.663411	2.485072	2.618207	0.94915	2.454228	2.567832	0.955759	2.460929	2.587756	0.950989	null	null	null
11	1.062803	1.054054	0.504116	Shared	1.137635	1.134551	0.501355	0.910569	0.954868	2.187594	2.278475	0.960113	2.215153	2.205533	1.004362	2.310818	2.273048	1.016616	null	null	null
12	1.382447	1.291929	0.532738	Shared	0.621792	0.617822	0.503192	0.993736	0.532945	1.625107	1.566472	1.037431	1.627434	1.573692	1.03415	1.625762	1.576465	1.031271	null	null	null
13	1.048293	1.041368	0.503303	Shared	1.100147	1.102447	0.498957	0.917684	0.96274	1.907143	1.954431	0.975805	2.712764	3.039798	0.892416	2.730805	3.082359	0.885946	null	null	null
14	1.353106	1.337275	0.50585	Shared	0.504026	0.486391	0.517495	0.994204	0.553746	1.526465	1.512481	1.009245	1.550305	1.535349	1.009741	1.574167	1.558669	1.009943	null	null	null
15	0.979118	1.070596	0.457277	Shared	0.626023	0.629457	0.497272	0.971377	0.624005	1.655373	1.741911	0.95032	1.676412	1.719627	0.974869	1.628191	1.680034	0.969141	null	null	null
16	0.922088	0.92576	0.498017	Shared	0.632358	0.621237	0.508794	0.979251	0.4271	2.328473	2.285511	1.018797	2.382873	2.340058	1.018297	2.320126	2.315555	1.001974	null	null	null
17	0.897642	0.869381	0.515742	Shared	1.33297	1.323923	0.503394	0.93161	0.936856	1.620049	1.623898	0.99763	1.384771	1.408394	0.983227	1.365628	1.417461	0.963432	null	null	null
18	1.065558	1.02999	0.51669	Shared	1.151535	1.154649	0.498652	0.889733	0.953305	2.006703	2.073802	0.967645	3.130539	3.329517	0.940238	3.142844	3.338257	0.941463	null	null	null
19	0.961792	0.830249	0.568384	Shared	1.28479	1.274427	0.504033	0.465762	0.786717	0.969386	1.399807	0.692514	0.986712	1.426911	0.691502	0.978123	1.41759	0.689991	null	null	null
20	0.908736	0.880563	0.515501	Shared	0.784069	0.775665	0.505359	0.961173	0.75215	2.980917	2.915362	1.022486	3.022138	2.95868	1.021448	3.032227	2.96589	1.022367	null	null	null
21	1.04335	1.049866	0.496897	Shared	1.216599	1.202589	0.505758	0.913324	0.930895	1.311507	1.388791	0.944352	1.044806	1.087711	0.960555	1.054489	1.099544	0.959024	null	null	null
22	0.954486	0.963407	0.49537	Shared	1.085709	1.087813	0.499033	0.896438	0.958637	1.824834	1.917542	0.951653	2.16188	2.403159	0.899599	2.236116	2.496035	0.895867	null	null	null
23	1.056004	1.066494	0.495082	Shared	1.192314	1.186059	0.502623	0.924916	0.941421	1.484014	1.532223	0.968537	2.097862	2.214562	0.947303	2.147335	2.258018	0.950982	null	null	null
24	1.00196	0.986193	0.507868	Shared	1.101737	1.089088	0.505741	0.924821	0.937072	2.990806	3.216762	0.929757	3.625426	4.072029	0.890324	3.575507	4.079717	0.876411	null	null	null
25	1.086638	1.077731	0.504098	Shared	1.23412	1.220768	0.505409	0.913318	0.937149	1.229496	1.322123	0.929941	1.04038	1.094051	0.950943	1.141397	1.181997	0.965651	null	null	null
26	0.898151	0.85758	0.522585	Shared	0.644094	0.619866	0.518808	0.976383	0.626753	2.781101	2.718939	1.022863	2.766077	2.706459	1.022028	2.648468	2.616442	1.01224	null	null	null
27	0.986581	0.983106	0.501761	Shared	1.065167	1.064261	0.500425	0.91537	0.958097	null	null	null	null	null	null	null	null	null	null	null	null
28	0.907594	0.985786	0.46034	Shared	0.526709	0.555296	0.47426	0.984535	0.519941	1.395031	1.421661	0.981268	1.395577	1.413292	0.987466	1.504516	1.530133	0.983258	null	null	null
29	1.05745	1.052225	0.50247	Shared	1.151104	1.148835	0.500986	0.91965	0.954332	1.822285	1.956419	0.931439	1.949613	2.149824	0.906871	1.940001	2.13819	0.90731	null	null	null
30	0.938111	0.954915	0.491201	Shared	1.147779	1.174212	0.488745	0.866018	0.935295	null	null	null	null	null	null	null	null	null	null	null	null
31	1.014844	1.005247	0.504728	Shared	1.062634	1.064734	0.499014	0.938642	0.968619	1.632498	1.726267	0.945681	1.920942	1.999364	0.960777	1.933017	2.020404	0.956748	null	null	null
32	1.022553	1.036223	0.493404	Shared	1.222656	1.217856	0.501963	0.919511	0.945013	1.610342	1.673834	0.962068	1.661872	1.721087	0.965594	1.699195	1.749876	0.971038	null	null	null
33	0.969814	0.963973	0.503012	Shared	1.027933	1.030528	0.498741	0.956972	0.967953	null	null	null	null	null	null	null	null	null	null	null	null
34	1.018352	1.01782	0.500261	Shared	1.089743	1.087753	0.500913	0.924354	0.955013	1.908425	1.966667	0.970386	2.131072	1.941511	1.097636	1.913143	1.679984	1.138787	null	null	null
35	0.965614	0.956596	0.50467	Shared	1.209147	1.212143	0.498764	0.932407	0.920465	2.168274	2.184233	0.992694	2.05413	2.035618	1.009094	2.044451	2.02995	1.007143	null	null	null
36	1.014939	0.995516	0.509568	Shared	1.081184	1.078858	0.501076	0.890257	0.963288	1.423462	1.520625	0.936103	1.154372	1.189885	0.970154	1.26015	1.303697	0.966598	null	null	null
37	1.047947	1.050546	0.498763	Shared	1.149205	1.152456	0.49859	0.910414	0.954669	1.403775	1.507707	0.931066	1.170665	1.297429	0.902296	1.202899	1.327555	0.906101	null	null	null
38	1.109289	1.083825	0.511478	Shared	1.133156	1.123316	0.504342	0.876874	0.960057	1.230703	1.345252	0.91485	0.96553	1.040624	0.927837	0.989747	1.062575	0.931461	null	null	null
39	0.975677	0.735846	0.622905	Other	0.965386	0.879196	0.54464	0.904198	0.700074	2.426485	2.287595	1.060714	2.273981	2.111202	1.077103	2.335411	2.13202	1.095398	null	null	null
40	0.948858	0.939604	0.504876	Shared	1.146675	1.158402	0.494938	0.677458	0.866464	1.399078	1.654226	0.84576	1.786779	1.839057	0.971574	1.802117	1.844408	0.977071	null	null	null
41	0.981504	0.997649	0.491909	Shared	1.243712	1.263242	0.49227	0.940845	0.875941	1.783486	1.859048	0.959354	1.728354	1.786811	0.967284	1.723726	1.782317	0.967127	null	null	null
42	1.083678	0.788382	0.636247	Other	0.795992	0.642166	0.596626	0.782549	0.040697	2.145216	2.365461	0.906891	2.173867	2.368167	0.917953	2.775589	2.999835	0.925247	null	null	null
43	0.778057	0.695186	0.553256	Shared	1.163433	1.15505	0.503603	0.195546	0.463846	2.522506	3.471455	0.726642	2.591799	3.556338	0.728783	2.595488	3.535777	0.734064	null	null	null
44	1.060139	0.998654	0.528999	Shared	0.611935	0.54191	0.557216	0.986512	0.54694	1.842358	1.78506	1.032098	1.846821	1.789948	1.031774	1.935184	1.845894	1.048372	null	null	null
45	1.045424	1.07701	0.485337	Shared	0.528712	0.576419	0.458618	0.986089	0.577004	2.030594	2.037925	0.996403	2.012231	2.053989	0.97967	2.01745	2.041788	0.98808	null	null	null
46	1.128385	1.017268	0.549237	Shared	0.715387	0.693258	0.515467	0.978039	0.688157	2.193866	2.025748	1.082991	2.157587	1.995095	1.081446	2.158685	1.989402	1.085093	null	null	null
47	1.335534	1.345065	0.496457	Shared	0.578941	0.569954	0.507762	0.989319	0.603213	1.267091	1.27407	0.994522	1.292548	1.260333	1.025561	1.284882	1.246906	1.030456	null	null	null
48	0.93885	1.061104	0.442393	Shared	1.19262	1.262291	0.472403	0.055943	0.71018	0.118739	1.095501	0.108388	0.113478	1.063903	0.106662	0.147935	1.094504	0.135162	null	null	null
49	1.173483	1.094761	0.533542	Shared	1.218603	1.221142	0.49896	0.853442	0.922762	1.700413	1.689652	1.006369	1.907915	1.739624	1.09674	1.923753	1.766854	1.088802	null	null	null
50	1.006436	0.995421	0.505472	Shared	0.613044	0.59953	0.511022	0.975763	0.542152	2.278753	2.274982	1.001657	2.272378	2.254991	1.007711	2.277938	2.266107	1.005221	null	null	null
51	1.007837	0.989624	0.509035	Shared	1.060781	1.067215	0.496985	0.899716	0.966271	1.617609	1.703777	0.949425	1.307123	1.541324	0.848052	1.439791	1.664201	0.865154	null	null	null
52	0.772133	0.741013	0.520152	Shared	0.910486	0.883316	0.514921	0.957661	0.844384	3.124246	3.08105	1.01402	3.096491	3.034399	1.020463	3.019269	2.964952	1.01832	null	null	null
53	1.123149	1.098034	0.511181	Shared	1.256287	1.248951	0.50292	0.495601	0.66503	0.798612	1.413322	0.56506	0.707987	1.253758	0.564692	0.722257	1.265876	0.570559	null	null	null
54	1.148125	1.062276	0.537387	Shared	1.185897	1.171864	0.505917	0.957402	0.851651	1.547481	1.490262	1.038395	1.450701	1.382359	1.049438	1.468172	1.396781	1.051111	null	null	null
55	1.066544	1.066238	0.500144	Shared	1.155395	1.153279	0.500916	0.904251	0.949448	1.340134	1.437776	0.932088	1.22283	1.330758	0.918897	1.314741	1.393604	0.943411	null	null	null
56	0.999317	0.993958	0.502681	Shared	1.059986	1.066643	0.496879	0.940813	0.962307	null	null	null	null	null	null	null	null	null	null	null	null
57	0.954594	0.933101	0.511258	Shared	0.584945	0.595128	0.491444	0.984264	0.446144	3.087129	3.038424	1.01603	3.099455	3.057786	1.013627	3.119775	3.062443	1.018721	null	null	null
58	0.903899	0.887317	0.509172	Shared	1.248437	1.236431	0.504808	0.890365	0.920292	1.992934	2.074298	0.960775	2.01439	2.063492	0.976205	2.016241	2.080023	0.969336	null	null	null
59	1.227762	1.280766	0.479308	Shared	1.185904	1.202271	0.493194	0.972655	0.909967	1.526606	1.571293	0.97156	1.502249	1.540273	0.975313	1.508836	1.549725	0.973615	null	null	null
60	1.090741	1.046575	0.520246	Shared	1.127775	1.130995	0.498577	0.880339	0.950026	1.98387	2.05312	0.966271	1.891093	1.97222	0.958865	2.188214	2.16765	1.009487	null	null	null
61	0.893041	0.952955	0.468564	Shared	0.577107	0.606926	0.475435	0.983787	0.410051	2.351619	2.353439	0.999227	2.350659	2.333084	1.007533	2.328816	2.331785	0.998727	null	null	null
62	1.057516	1.032601	0.51178	Shared	0.565042	0.568005	0.497392	0.987713	0.391127	2.082506	2.06884	1.006605	2.091661	2.073815	1.008605	2.170812	2.13197	1.018219	null	null	null
63	0.987587	1.00622	0.490741	Shared	1.069833	1.072425	0.498791	0.676247	0.94465	null	null	null	null	null	null	null	null	null	null	null	null
64	1.048389	1.057021	0.495917	Shared	1.169824	1.180069	0.495659	0.88934	0.941185	1.096305	1.160531	0.944658	1.705278	1.781534	0.957197	1.721735	1.779199	0.967702	null	null	null
65	1.023107	1.008394	0.50719	Shared	1.071361	1.072883	0.49929	0.925032	0.955508	null	null	null	null	null	null	null	null	null	null	null	null
66	0.919863	0.961229	0.478483	Shared	0.557267	0.587722	0.474091	0.982079	0.531796	2.169227	2.17802	0.995963	2.157371	2.145353	1.005602	2.074942	2.117167	0.980056	null	null	null
67	0.913633	0.967719	0.472055	Shared	0.738644	0.777822	0.474816	0.968735	0.667091	2.55842	2.63527	0.970838	2.526748	2.597431	0.972788	2.534618	2.604801	0.973056	null	null	null
68	1.10061	1.026302	0.533758	Shared	0.636539	0.633623	0.502291	0.975144	0.538989	2.554523	2.48073	1.029747	2.580841	2.507301	1.02933	2.642002	2.550517	1.035869	null	null	null
69	0.900342	0.827448	0.540481	Shared	0.808803	0.727817	0.550065	0.876585	0.376285	4.127331	3.907991	1.056126	4.202273	3.976049	1.056897	4.249675	3.981635	1.067319	null	null	null
70	0.969637	0.941502	0.514508	Shared	1.114914	1.111337	0.501604	0.890065	0.918644	6.489892	5.8898	1.101887	14.128191	15.477939	0.912795	13.752311	15.151375	0.907661	null	null	null
71	1.009576	0.920158	0.544285	Shared	1.230495	1.268935	0.484853	0.43503	0.797119	0.985222	1.572069	0.626704	0.949446	1.496745	0.63434	0.909428	1.45881	0.623404	null	null	null
72	1.221053	0.916738	0.624612	Other	0.768755	0.654367	0.574398	0.916889	0.531357	2.526437	2.389229	1.057428	2.562173	2.42362	1.057168	2.415045	2.262627	1.067363	null	null	null
73	1.112191	1.064384	0.521492	Shared	0.804027	0.781418	0.51406	0.987599	0.751022	2.187111	2.095423	1.043756	2.331217	2.211279	1.054239	2.320099	2.19604	1.056492	null	null	null
74	1.083972	1.084701	0.499664	Shared	1.317064	1.308498	0.503252	0.877822	0.908311	1.217957	1.358165	0.896767	1.002599	1.064218	0.942099	1.066172	1.118159	0.953506	null	null	null
75	1.061523	1.061062	0.500217	Shared	1.184782	1.184602	0.500076	0.913249	0.93237	1.578331	1.663301	0.948915	1.364171	1.412649	0.965682	1.350041	1.393013	0.969152	null	null	null
76	0.871748	0.835819	0.520608	Shared	0.657088	0.649437	0.505822	0.964886	0.639458	2.738134	2.82862	0.968011	2.708716	2.786753	0.971997	2.816794	2.855182	0.986555	null	null	null
77	1.038302	1.043014	0.497741	Shared	1.185276	1.187201	0.499189	0.907465	0.946418	1.370129	1.414966	0.968312	1.030718	1.077741	0.95637	1.073046	1.130183	0.949444	null	null	null
78	0.880835	0.883698	0.49838	Shared	0.646843	0.642028	0.503722	0.965914	0.602774	3.851882	3.9022	0.987105	3.827194	3.865662	0.990049	3.79946	3.793607	1.001543	null	null	null
79	0.81214	0.881293	0.460766	Shared	1.293048	1.336659	0.483686	0.816218	0.884403	1.36103	1.694059	0.803413	1.214707	1.49167	0.814327	1.257002	1.532117	0.820435	null	null	null
80	1.1124	1.046646	0.529555	Shared	1.211198	1.233417	0.490993	0.83383	0.915562	1.68424	1.665656	1.011157	1.808249	1.714468	1.0547	1.783681	1.704984	1.046157	null	null	null
81	0.989756	0.976733	0.506579	Shared	1.098048	1.098022	0.500012	0.936153	0.961561	null	null	null	null	null	null	null	null	null	null	null	null
82	1.030223	1.031341	0.499458	Shared	1.091812	1.090689	0.500514	0.932535	0.93842	3.456022	3.43379	1.006474	5.476145	5.806184	0.943157	5.38692	5.681355	0.948175	null	null	null
83	0.955016	0.881687	0.538392	Shared	1.278597	1.267061	0.504511	0.909125	0.901579	1.622841	1.693451	0.958304	1.608058	1.669185	0.963379	1.614456	1.660555	0.972238	null	null	null
84	1.111552	1.134756	0.489776	Shared	1.351206	1.360221	0.496686	0.775207	0.800134	1.117129	1.336085	0.836121	1.008168	1.167646	0.863419	1.016948	1.174597	0.865785	null	null	null
85	1.018405	0.897091	0.559561	Shared	1.292371	1.269663	0.508785	0.484776	0.750981	0.759574	1.222211	0.621476	0.664012	1.030799	0.644172	0.671919	1.034065	0.649785	null	null	null
86	1.02997	0.974259	0.527045	Shared	1.349424	1.336499	0.504789	0.935604	0.954905	1.428917	1.4191	1.006917	0.956019	0.966498	0.989157	1.008385	1.024557	0.984216	null	null	null
87	0.887296	0.878136	0.505162	Shared	0.921006	0.899847	0.511487	0.952367	0.813732	2.785718	2.814086	0.989919	2.83145	2.826024	1.00192	2.797144	2.778876	1.006574	null	null	null
88	1.043251	1.047404	0.498017	Shared	1.140192	1.135069	0.502247	0.933565	0.959778	2.559043	2.505051	1.021553	3.258171	3.130185	1.040888	3.5719	3.444762	1.036908	null	null	null
89	1.043725	0.981982	0.529579	Shared	1.192135	1.190722	0.500593	0.828588	0.706832	2.18628	2.348583	0.930893	1.925142	1.987603	0.968575	1.868456	1.933424	0.966397	null	null	null
90	1.025093	1.018847	0.503046	Shared	1.098629	1.101527	0.498685	0.920132	0.962817	3.159579	3.06551	1.030686	4.96408	5.071921	0.978738	4.99966	5.093229	0.981629	null	null	null
91	0.912026	0.860164	0.528432	Shared	0.928932	0.934726	0.496901	0.882042	0.733101	2.717997	2.834568	0.958875	2.823605	2.919504	0.967152	2.808847	2.907439	0.96609	null	null	null
92	0.8657	0.921491	0.469728	Shared	0.749723	0.766497	0.489058	0.973925	0.711883	1.65468	1.730184	0.956361	1.685523	1.726793	0.976101	1.696084	1.767139	0.959791	null	null	null
93	0.993845	0.987701	0.503091	Shared	1.040809	1.036879	0.501888	0.949129	0.971004	null	null	null	null	null	null	null	null	null	null	null	null
94	1.141345	1.111302	0.513161	Shared	1.10682	1.14794	0.482089	0.977804	0.867161	1.970492	1.945097	1.013056	1.971947	1.971973	0.999987	1.937121	1.939797	0.99862	null	null	null
95	1.234395	1.222143	0.504963	Shared	0.586003	0.583345	0.502268	0.976487	0.56064	2.246042	2.179479	1.030541	2.21426	2.156418	1.026823	2.172806	2.116448	1.026628	null	null	null
96	0.996996	0.974655	0.511204	Shared	1.068392	1.067538	0.5004	0.93763	0.955788	null	null	null	null	null	null	null	null	null	null	null	null
97	0.888757	0.890511	0.499015	Shared	0.552898	0.592441	0.466627	0.98054	0.538172	2.482011	2.499194	0.993125	2.448331	2.46523	0.993145	2.41275	2.415069	0.99904	null	null	null
98	0.98564	0.982478	0.501604	Shared	1.109429	1.106367	0.50138	0.925471	0.96183	2.608543	2.716736	0.960175	4.349686	4.638545	0.937726	4.130897	4.407853	0.937168	null	null	null
99	1.016682	1.011806	0.502398	Shared	1.127483	1.131187	0.498363	0.880786	0.952211	null	null	null	null	null	null	null	null	null	null	null	null

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