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 ⌀
900	1.132492	1.100599	0.514081	Shared	1.18979	1.208281	0.492348	0.849432	0.943385	1.075916	1.22068	0.881407	0.656322	0.688554	0.953188	0.70942	0.726538	0.976439	null	null	null
901	1.112349	1.134446	0.490261	Shared	1.289591	1.290647	0.499591	0.897283	0.940055	1.499573	1.592976	0.941365	1.691691	1.857875	0.910551	1.682541	1.847868	0.910531	null	null	null
902	0.799164	1.009102	0.395978	Other	0.825071	0.947661	0.43532	0.691952	0.32757	2.255328	2.705672	0.833556	2.248442	2.571193	0.874474	2.285042	2.627923	0.869524	0.541108	0.865522	0.625181
903	0.989081	0.980294	0.504442	Shared	1.084094	1.078568	0.502549	0.939483	0.954164	2.939491	2.931252	1.002811	5.386749	5.602323	0.961521	5.456219	5.645637	0.966449	null	null	null
904	0.851978	0.811477	0.523769	Shared	1.290052	1.291451	0.499458	0.938824	0.942589	1.995633	2.010457	0.992626	1.640699	1.643062	0.998562	1.639104	1.63333	1.003535	null	null	null
905	0.986569	0.97142	0.507678	Shared	1.31307	1.304425	0.503292	0.950968	0.934204	1.519907	1.576153	0.964315	1.179819	1.209571	0.975402	1.198049	1.237799	0.967887	null	null	null
906	1.006837	0.992621	0.50706	Shared	1.078083	1.079377	0.4994	0.944359	0.96178	1.934397	1.957491	0.988202	1.998202	2.028751	0.984942	2.003163	2.033726	0.984972	null	null	null
907	0.962088	0.953105	0.504669	Shared	1.185309	1.195527	0.495727	0.896316	0.853906	1.698697	1.749408	0.971012	1.630301	1.585023	1.028566	1.634644	1.592192	1.026662	null	null	null
908	1.061569	1.044903	0.50785	Shared	1.167247	1.163213	0.501728	0.90713	0.949041	1.661891	1.664549	0.998403	1.43182	1.462844	0.978792	1.465992	1.492779	0.982056	null	null	null
909	1.050625	1.053894	0.498449	Shared	1.146229	1.139135	0.503094	0.926618	0.938741	1.553156	1.654708	0.938629	1.252811	1.281595	0.977541	1.145856	1.17433	0.975753	null	null	null
910	1.322817	1.331905	0.496588	Shared	0.87201	0.868331	0.502109	0.991016	0.736648	1.446409	1.465888	0.986712	1.482962	1.508781	0.982888	1.489335	1.516704	0.981955	null	null	null
911	1.075072	1.070098	0.502313	Shared	1.146882	1.141133	0.502506	0.8459	0.94142	1.626384	1.720673	0.945202	1.330684	1.206527	1.102904	1.405371	1.285496	1.093252	null	null	null
912	1.002322	0.970515	0.515867	Shared	0.987118	0.972736	0.507285	0.956124	0.884316	2.62333	2.60756	1.006048	2.578329	2.563947	1.005609	2.588215	2.560564	1.010799	null	null	null
913	1.018573	1.044118	0.487767	Shared	1.108024	1.104251	0.501703	0.958383	0.834833	2.076492	2.08847	0.994265	1.991558	1.954622	1.018897	1.97628	1.949094	1.013948	null	null	null
914	1.016503	0.99102	0.512534	Shared	1.13924	1.138163	0.500472	0.896966	0.937332	1.509122	1.520133	0.992756	1.268432	1.363481	0.930289	1.20927	1.328386	0.910331	null	null	null
915	0.886968	0.871144	0.50892	Shared	1.287808	1.304238	0.493701	0.887098	0.883407	1.739989	1.857684	0.936644	1.834502	1.898082	0.966503	1.82349	1.860672	0.980017	null	null	null
916	0.984949	0.92872	0.528544	Shared	0.856033	0.853599	0.501422	0.953812	0.778389	2.387935	2.366892	1.008891	2.375714	2.349769	1.011041	2.3995	2.366101	1.014116	null	null	null
917	1.09426	1.091084	0.501451	Shared	1.218917	1.188529	0.512465	0.914801	0.886459	1.290028	1.365676	0.944608	1.159797	1.065994	1.087996	1.226853	1.144012	1.072413	0.787232	0.700318	1.124106
918	0.952696	0.905973	0.524521	Shared	1.323099	1.323926	0.499688	0.921352	0.913976	1.484902	1.524707	0.973893	1.530967	1.552454	0.986159	1.55864	1.5956	0.976836	null	null	null
919	0.910807	0.9014	0.505164	Shared	1.100693	1.117065	0.492672	0.838061	0.879188	1.740197	1.907297	0.912389	1.702268	1.8729	0.908894	1.672724	1.836902	0.910623	null	null	null
920	1.155272	1.119462	0.515499	Shared	1.014548	1.032783	0.491172	0.987229	0.872404	1.92561	1.873277	1.027937	1.845094	1.791754	1.02977	1.830957	1.773363	1.032477	null	null	null
921	1.098809	1.050769	0.52186	Shared	1.318622	1.310011	0.503265	0.964488	0.933547	1.373318	1.32948	1.032974	1.380801	1.366912	1.01016	1.37665	1.362063	1.01071	null	null	null
922	1.007293	0.995174	0.506015	Shared	1.07428	1.080803	0.496982	0.929466	0.967545	2.678196	2.958065	0.905388	2.544363	3.103228	0.819908	3.042599	3.62769	0.838715	null	null	null
923	1.124049	1.080256	0.51948	Shared	0.556119	0.554515	0.501442	0.979288	0.536806	2.20196	2.100774	1.048166	2.205184	2.112565	1.043842	2.187011	2.109328	1.036828	null	null	null
924	1.053026	1.049395	0.501724	Shared	1.148968	1.153105	0.498206	0.918255	0.954245	2.029959	2.109645	0.962228	2.457762	2.615013	0.939866	2.585959	2.764588	0.935387	null	null	null
925	1.054545	1.043805	0.505092	Shared	1.157308	1.154709	0.501123	0.928793	0.961972	1.785847	1.770722	1.008542	1.651103	1.64281	1.005048	1.714649	1.708623	1.003527	null	null	null
926	1.015585	1.000971	0.507195	Shared	1.114212	1.119789	0.49751	0.899177	0.958577	1.361082	1.472607	0.924267	1.45286	1.632586	0.889913	1.514061	1.694278	0.893632	null	null	null
927	1.063477	1.069958	0.496971	Shared	0.529857	0.543622	0.48734	0.991497	0.421543	2.39219	2.381542	1.004471	2.405894	2.380645	1.010606	2.370614	2.355982	1.006211	0.999177	0.999088	1.000089
928	0.932431	1.00743	0.462777	Shared	0.99858	1.01661	0.491132	0.903222	0.691239	1.809392	2.012983	0.898861	1.720156	1.877636	0.916129	1.81374	1.953304	0.92855	null	null	null
929	1.126393	1.024215	0.545356	Shared	1.295136	1.281228	0.505369	0.851728	0.815874	1.723429	1.743739	0.988353	1.683127	1.630231	1.032447	1.698411	1.635303	1.038591	null	null	null
930	1.073683	1.056084	0.508196	Shared	1.124444	1.118643	0.502579	0.916404	0.94743	1.385616	1.46921	0.943103	1.247486	1.366773	0.912723	1.216717	1.339843	0.908104	null	null	null
931	1.051222	1.103895	0.476142	Shared	0.644158	0.642148	0.50156	0.962624	0.545685	1.928795	1.978208	0.975021	1.883882	1.929864	0.976174	1.924099	1.953499	0.98495	null	null	null
932	1.361094	1.342349	0.506886	Shared	0.645104	0.648368	0.497482	0.988967	0.524867	1.982875	1.938135	1.023084	1.978009	1.934541	1.022469	1.973412	1.926569	1.024315	null	null	null
933	1.204729	1.115845	0.53689	Shared	1.255927	1.27339	0.493143	0.801321	0.914687	1.716494	1.768187	0.970765	1.541321	1.560857	0.987483	1.652232	1.662535	0.993803	null	null	null
934	1.084895	1.07064	0.50657	Shared	1.171869	1.157412	0.506169	0.7966	0.933117	1.833607	1.944188	0.943122	1.514593	1.385925	1.092838	1.39171	1.292437	1.076811	null	null	null
935	0.924537	0.911734	0.506924	Shared	0.725643	0.701013	0.516971	0.953922	0.619349	2.843018	2.862547	0.993178	2.832916	2.838876	0.9979	2.838484	2.844177	0.997998	null	null	null
936	0.980722	0.989358	0.495636	Shared	1.059985	1.068492	0.496019	0.923475	0.955044	3.183799	3.176246	1.002378	3.624676	3.584993	1.011069	3.176755	3.380545	0.939717	null	null	null
937	0.304958	1.491422	0.102237	Other	0.475681	0.728232	0.3266	-0.237003	-0.574697	0.80329	2.238756	0.358811	0.799268	2.239941	0.356826	0.757264	2.257296	0.335474	-0.052483	1.001187	-0.052421
938	1.012945	1.009974	0.501467	Shared	1.15294	1.157792	0.497905	0.92654	0.945163	1.588603	1.596823	0.994852	1.962926	1.936733	1.013524	1.965022	1.962579	1.001245	null	null	null
939	1.040605	0.973201	0.532387	Shared	1.232689	1.242866	0.495906	0.934975	0.877258	1.640621	1.614506	1.016175	1.488569	1.408568	1.056796	1.475409	1.407081	1.04856	null	null	null
940	1.098102	1.072749	0.511544	Shared	1.308334	1.28668	0.508275	0.897908	0.936305	1.402359	1.459923	0.96057	1.299739	1.302029	0.998241	1.330589	1.314075	1.012567	null	null	null
941	0.998532	0.996532	0.501002	Shared	1.062193	1.058496	0.50174	0.933241	0.967283	1.726462	1.62496	1.062464	1.328571	1.175058	1.130643	1.583998	1.408118	1.124904	null	null	null
942	1.025855	1.055905	0.485771	Shared	1.09643	1.097015	0.499733	0.812222	0.940514	null	null	null	null	null	null	null	null	null	null	null	null
943	1.027837	1.009386	0.508976	Shared	1.222187	1.221098	0.500446	0.944921	0.940173	1.440244	1.449764	0.993433	1.460414	1.41095	1.035057	1.461911	1.4119	1.035421	null	null	null
944	1.000076	0.996131	0.501973	Shared	1.092738	1.091183	0.500712	0.88664	0.951104	1.105681	1.570463	0.704048	0.998003	2.218838	0.449787	1.006462	2.175028	0.462735	null	null	null
945	0.996526	1.009315	0.493665	Shared	1.12762	1.131361	0.498347	0.926581	0.955894	2.32193	2.351926	0.987246	2.752392	2.970772	0.92649	2.722518	2.950204	0.922824	null	null	null
946	0.987576	0.927687	0.530322	Shared	1.058114	1.070273	0.494319	0.864348	0.950429	null	null	null	null	null	null	null	null	null	null	null	null
947	1.061935	1.077165	0.49293	Shared	1.156759	1.168691	0.494895	0.828857	0.922483	1.340004	1.544217	0.867756	1.652604	1.911444	0.864584	1.68144	1.934539	0.869168	null	null	null
948	0.962997	0.993904	0.484452	Shared	0.920958	0.911231	0.505281	0.965139	0.807293	1.747827	1.818337	0.961223	1.731037	1.743183	0.993032	1.782666	1.793507	0.993956	null	null	null
949	0.940898	0.833696	0.556968	Shared	1.090155	1.112763	0.489841	0.900684	0.823482	2.053226	2.096692	0.979269	1.974757	1.959699	1.007684	2.048638	2.017905	1.01523	null	null	null
950	1.070026	0.842512	0.606312	Other	0.856843	0.786948	0.540786	0.872411	0.650801	1.845111	1.880767	0.981042	1.729512	1.802621	0.959443	2.165044	2.127944	1.017435	null	null	null
951	1.3407	1.017645	0.62048	Other	0.862606	0.838059	0.514228	-0.694546	0.073705	-3.219812	-0.890413	3.616089	-3.211837	-0.908769	3.534271	-3.165637	-0.905776	3.494946	null	null	null
952	1.063751	1.072653	0.49585	Shared	1.154624	1.142789	0.505125	0.899394	0.961348	1.449122	1.493015	0.970601	1.243215	1.325252	0.938097	1.291631	1.383891	0.933333	null	null	null
953	0.775581	0.787138	0.492659	Shared	0.736019	0.741299	0.496438	0.974036	0.795505	2.530002	2.672992	0.946505	2.585653	2.683038	0.963704	2.628488	2.68227	0.979949	null	null	null
954	1.006147	0.988437	0.508801	Shared	1.097248	1.099716	0.498878	0.922721	0.963158	1.603125	1.653778	0.969372	1.704997	1.795768	0.949453	1.76357	1.851679	0.952416	null	null	null
955	1.079364	1.065753	0.506305	Shared	1.160587	1.158552	0.500877	0.905826	0.9554	1.71182	1.735655	0.986267	1.632314	1.658063	0.984471	1.752753	1.761144	0.995235	null	null	null
956	1.027482	1.038776	0.494564	Shared	0.975305	0.985648	0.494753	0.976305	0.810361	2.405595	2.441822	0.985164	2.494089	2.518505	0.990305	2.461717	2.49356	0.98723	null	null	null
957	1.060592	1.042376	0.508587	Shared	1.134122	1.133455	0.500294	0.88201	0.952214	4.337241	4.320673	1.003835	7.438667	7.083937	1.050075	7.272933	7.125946	1.020627	null	null	null
958	1.03179	0.994999	0.517829	Shared	1.281058	1.291704	0.495879	0.962562	0.906475	1.878274	1.852766	1.013768	1.774358	1.753885	1.011673	1.76131	1.741917	1.011133	null	null	null
959	0.946753	0.959685	0.493262	Shared	1.211592	1.202543	0.503734	0.931641	0.865124	1.889129	1.928428	0.979621	1.694394	1.683486	1.00648	1.704935	1.707752	0.99835	null	null	null
960	0.964185	0.916731	0.524608	Shared	1.148156	1.172771	0.489505	0.528905	0.747167	1.261203	1.901734	0.663186	1.348405	2.040218	0.660912	1.323652	2.019389	0.655471	null	null	null
961	1.01382	1.053909	0.480981	Shared	1.377661	1.385459	0.497186	0.890118	0.889627	1.183385	1.346539	0.878835	0.843548	0.907083	0.929957	0.86233	0.919464	0.937862	null	null	null
962	1.052889	1.049042	0.501827	Shared	1.25561	1.254835	0.500309	0.90029	0.933784	1.182312	1.272087	0.929427	1.134807	1.198698	0.946699	1.13262	1.197017	0.946202	null	null	null
963	1.01775	1.004285	0.506615	Shared	1.045134	1.05019	0.497593	0.947262	0.976227	null	null	null	null	null	null	null	null	null	null	null	null
964	1.28184	0.54815	0.786186	Other	0.893422	0.658496	0.631475	-0.036258	-0.242232	-2.607714	1.042635	-2.50108	-2.623822	1.016533	-2.581149	-2.037524	1.494274	-1.363555	null	null	null
965	1.18257	1.160053	0.50952	Shared	1.233374	1.224701	0.503516	0.647367	0.886195	1.2098	1.499546	0.806778	1.914105	2.361899	0.81041	1.914762	2.353098	0.81372	null	null	null
966	0.967402	0.965357	0.501057	Shared	1.270857	1.259459	0.504484	0.920729	0.950119	2.212783	2.225258	0.994394	1.876881	1.86632	1.005659	1.916762	1.909472	1.003817	null	null	null
967	1.098077	1.069561	0.512984	Shared	1.176685	1.166097	0.504499	0.910782	0.960466	1.501012	1.496951	1.002713	1.742185	1.714197	1.016327	1.765085	1.770541	0.996918	null	null	null
968	0.877469	0.564499	0.678337	Other	1.212386	1.201611	0.504444	0.192275	0.596503	0.473806	1.948408	0.243176	0.485586	1.931111	0.251454	0.738925	2.138983	0.345456	null	null	null
969	1.059365	1.062373	0.498585	Shared	1.163341	1.160325	0.501297	0.921902	0.950794	1.456776	1.563774	0.931577	1.453616	1.619133	0.897774	1.53112	1.705277	0.897872	null	null	null
970	1.393589	0.819995	0.705797	Other	1.186718	1.026172	0.567643	0.483514	0.612074	2.079737	2.284679	0.910297	2.174177	2.32431	0.935408	2.092001	2.233724	0.936553	null	null	null
971	1.137802	1.077216	0.526624	Shared	0.899458	0.817801	0.545393	0.91683	0.660505	2.247899	2.237971	1.004436	2.122377	2.095196	1.012973	2.123899	2.105945	1.008525	null	null	null
972	1.141618	1.126139	0.506779	Shared	1.2701	1.274057	0.498447	0.980683	0.911129	1.801899	1.79536	1.003642	2.122482	2.108545	1.00661	2.13502	2.118756	1.007676	null	null	null
973	0.999758	0.994127	0.502816	Shared	1.092259	1.08839	0.501772	0.917426	0.946995	1.402448	1.501873	0.9338	1.375051	1.452731	0.946528	1.301143	1.368452	0.950813	null	null	null
974	0.989387	0.9942	0.497579	Shared	1.097221	1.095368	0.500845	0.942062	0.953477	2.575924	2.714092	0.949093	4.966925	4.77896	1.039332	4.97986	4.739637	1.050684	null	null	null
975	1.077518	1.044842	0.515163	Shared	1.178867	1.170052	0.503739	0.889767	0.948869	1.75557	1.859477	0.944121	1.985619	2.075766	0.956572	1.958425	2.06481	0.948477	null	null	null
976	1.397217	1.383545	0.504893	Shared	0.773742	0.776552	0.498191	0.990396	0.701301	1.476276	1.456313	1.013708	1.500522	1.464671	1.024477	1.480865	1.449647	1.021535	null	null	null
977	1.066256	1.064364	0.500887	Shared	1.14822	1.145375	0.501239	0.864131	0.934264	null	null	null	null	null	null	null	null	null	null	null	null
978	1.496491	1.435545	0.520363	Shared	0.518735	0.480806	0.536559	0.996144	0.482145	1.510237	1.430529	1.055719	1.492445	1.421794	1.049691	1.50171	1.429752	1.050329	null	null	null
979	1.064312	1.046716	0.508267	Shared	1.08625	1.088643	0.498901	0.900089	0.962496	null	null	null	null	null	null	null	null	null	null	null	null
980	1.033891	1.033039	0.500412	Shared	1.063833	1.068204	0.497954	0.937619	0.954107	2.703601	2.778946	0.972887	1.97554	2.193311	0.900711	1.929587	2.113573	0.91295	null	null	null
981	0.601827	1.063601	0.28292	Other	1.001485	1.156114	0.433126	-0.029367	0.422737	1.002805	2.60991	0.38423	1.023589	2.606088	0.392769	1.001051	2.582811	0.387582	0.004167	0.996181	0.004183
982	0.887624	0.868675	0.510674	Shared	0.561409	0.582593	0.481819	0.986095	0.557083	2.175222	2.22176	0.979054	2.145932	2.18389	0.982619	2.13853	2.180645	0.980687	null	null	null
983	1.173969	1.215593	0.482879	Shared	0.729908	0.774237	0.471372	0.991489	0.685205	1.555449	1.589885	0.978341	1.558031	1.583432	0.983958	1.608112	1.632381	0.985132	null	null	null
984	1.034779	1.011487	0.511254	Shared	1.066857	1.064288	0.501204	0.913412	0.955537	null	null	null	null	null	null	null	null	null	null	null	null
985	0.792633	0.830529	0.477186	Shared	0.572159	0.626723	0.456469	0.97796	0.590727	2.172225	2.229407	0.974351	2.246876	2.292895	0.97993	2.165171	2.176213	0.994926	null	null	null
986	0.984412	0.97686	0.503836	Shared	1.078909	1.074582	0.502005	0.93241	0.945529	null	null	null	null	null	null	null	null	null	null	null	null
987	0.900893	0.904433	0.498043	Shared	0.659636	0.665844	0.495338	0.973016	0.667584	3.533777	3.478351	1.015935	3.548047	3.475302	1.020932	3.406513	3.353608	1.015775	null	null	null
988	1.017386	0.913327	0.55114	Shared	1.205683	1.169758	0.514898	0.883288	0.828876	2.217688	2.199493	1.008272	2.129797	2.072166	1.027812	2.170424	2.101854	1.032623	null	null	null
989	1.035603	1.039528	0.498112	Shared	1.161502	1.152108	0.504044	0.89643	0.943902	1.378555	1.461892	0.942994	1.188993	1.321152	0.899967	1.178459	1.31008	0.899532	null	null	null
990	0.999253	0.959078	0.520102	Shared	1.295542	1.294864	0.500262	0.945786	0.925971	1.571464	1.540669	1.019988	1.473427	1.403993	1.049455	1.514682	1.437676	1.053563	null	null	null
991	1.002422	0.978437	0.511964	Shared	1.090967	1.101274	0.49532	0.838927	0.924095	2.944535	2.748585	1.071292	2.89458	2.830746	1.02255	3.251653	3.113584	1.044344	null	null	null
992	0.947342	0.938118	0.504868	Shared	1.119363	1.113956	0.502415	0.909433	0.958254	1.806937	1.903974	0.949034	2.591154	2.666361	0.971794	2.746813	2.776418	0.989337	null	null	null
993	0.938687	0.846741	0.548976	Shared	0.897591	0.862931	0.519307	0.913575	0.769431	2.720728	2.711836	1.003279	2.752233	2.7021	1.018554	2.723135	2.661851	1.023023	null	null	null
994	0.975479	0.958273	0.508819	Shared	1.076975	1.076996	0.49999	0.899713	0.945828	2.567903	2.593372	0.990179	3.447642	3.73957	0.921936	3.299447	3.568835	0.924516	null	null	null
995	1.079615	1.041332	0.51773	Shared	1.148804	1.159702	0.495301	0.873362	0.939565	1.181785	1.258976	0.938687	0.61609	0.636828	0.967437	0.628548	0.651122	0.965331	null	null	null
996	0.899121	0.872434	0.51484	Shared	1.315812	1.326674	0.495906	0.945096	0.918023	2.080932	2.087874	0.996675	1.983445	1.979498	1.001994	2.014812	2.013003	1.000898	null	null	null
997	1.154437	1.157411	0.498715	Shared	0.866686	0.856072	0.506123	0.982802	0.719963	1.908951	1.80998	1.054681	1.94618	1.814245	1.072722	1.956587	1.825	1.072103	null	null	null
998	1.006639	0.888763	0.558549	Shared	0.763452	0.693249	0.545978	0.779921	0.257971	2.379194	2.590482	0.918437	2.351457	2.538722	0.926236	2.541269	2.802276	0.906859	null	null	null
999	1.243221	1.183316	0.524092	Shared	1.344675	1.329415	0.505674	0.92607	0.923769	1.273103	1.250921	1.017732	0.912761	0.889731	1.025884	0.929186	0.917022	1.013265	null	null	null

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