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science-of-finetuning
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diffing-stats-SAE-difference_cb-gemma-2-2b-L13-k100-x8-lr1e-04-local-shuffling

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train · 18.4k rows

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latent int64 0 18.4k	lmsys_ctrl_% float64 0 1	lmsys_bos_% float64 0 0.99	lmsys_user_% float64 0 1	lmsys_assistant_% float64 0 1	lmsys_freq float64 0 0.46	lmsys_ctrl_freq float64 0 0.74	lmsys_non_ctrl_freq float64 0 0.44	lmsys_bos_freq float64 0 1	lmsys_assistant_freq float64 0 0.45	lmsys_user_freq float64 0 0.98	lmsys_ctrl_1_freq float64 0 0.66	lmsys_ctrl_2_freq float64 0 0.66	lmsys_ctrl_3_freq float64 0 0.64	lmsys_ctrl_4_freq float64 0 0.66	lmsys_ctrl_5_freq float64 0 0.66	lmsys_ctrl_6_freq float64 0 1	lmsys_ctrl_7_freq float64 0 1	lmsys_ctrl_8_freq float64 0 1	lmsys_ctrl_9_freq float64 0 1	lmsys_ctrl_10_freq float64 0 1	ctrl_1_% null	ctrl_2_% null	ctrl_3_% null	ctrl_4_% null	ctrl_5_% null	ctrl_6_% null	ctrl_7_% null	ctrl_8_% null	ctrl_9_% null	ctrl_10_% null	ctrl_mean float64 2.34 118 ⌀	ctrl_max float64 2.34 410 ⌀	non_ctrl_mean float64 2.57 68.6	non_ctrl_max float64 3.01 171	bos_mean null 2.37 390 ⌀	bos_max null 2.37 390 ⌀	assistant_mean float64 2.53 71.8	assistant_max float64 2.74 171	user_mean float64 2.56 77.2	user_max float64 2.69 118	ctrl_1_mean float64 2.34 203 ⌀	ctrl_1_max float64 2.34 322 ⌀	ctrl_2_mean float64 2.34 303 ⌀	ctrl_2_max float64 2.34 410 ⌀	ctrl_3_mean float64 2.34 239 ⌀	ctrl_3_max float64 2.34 388 ⌀	ctrl_4_mean float64 2.34 82.3 ⌀	ctrl_4_max float64 2.34 194 ⌀	ctrl_5_mean float64 2.34 42 ⌀	ctrl_5_max float64 2.34 130 ⌀	ctrl_6_mean float64 2.34 95.7 ⌀	ctrl_6_max float64 2.34 165 ⌀	ctrl_7_mean float64 2.34 100 ⌀	ctrl_7_max float64 2.34 196 ⌀	ctrl_8_mean float64 2.34 49.2 ⌀	ctrl_8_max float64 2.34 121 ⌀	ctrl_9_mean float64 2.34 73.3 ⌀	ctrl_9_max float64 2.34 114 ⌀	ctrl_10_mean float64 2.34 45.8 ⌀	ctrl_10_max float64 2.34 93.5 ⌀	lmsys_non_ctrl_% float64 0 1	lmsys_ctrl_1_% float64 0 1 ⌀	lmsys_ctrl_2_% float64 0 1 ⌀	lmsys_ctrl_3_% float64 0 1 ⌀	lmsys_ctrl_4_% float64 0 1 ⌀	lmsys_ctrl_5_% float64 0 1 ⌀	lmsys_ctrl_6_% float64 0 1 ⌀	lmsys_ctrl_7_% float64 0 1 ⌀	lmsys_ctrl_8_% float64 0 1 ⌀	lmsys_ctrl_9_% float64 0 1 ⌀	lmsys_ctrl_10_% float64 0 1 ⌀	dec_norm float64 1 1	enc_norm float64 0.73 2.26	beta_activation_base float64 -7.25 67.5	beta_activation_chat float64 -3.69 84.1	beta_activation_ratio float64 -25,929.47 2.99k	max_act_val float64 6.38 410	freq_val float64 0 0.72
0	0	0	0.951477	0.048523	0.000092	0	0.000097	0	0.000006	0.000348	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	23.142144	49.355164	null	null	2.865649	4.317486	24.1762	49.355164	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	1	null	null	null	null	null	null	null	null	null	null	1	1.452036	-0.088737	0.216377	-0.410102	49.355164	0.000062
1	0.000399	0	0.579641	0.420359	0.000486	0.000004	0.000513	0	0.000292	0.001119	0	0	0	0	0	0	0	0	0	0.000047	null	null	null	null	null	null	null	null	null	null	3.534107	3.534107	6.276398	32.815002	null	null	9.077118	32.815002	4.245298	7.563952	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	3.534107	3.534107	0.999601	0	0	0	0	0	0	0	0	0	1	1	1.510899	0.406307	1.638985	0.247902	32.815002	0.000257
2	0.000663	0	0.970803	0.029197	0.000292	0.000004	0.000309	0	0.000012	0.001128	0	0.000029	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	2.449906	2.449906	14.012905	36.568127	null	null	3.167653	4.711727	14.339078	36.568127	null	null	2.449906	2.449906	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0.999337	0	1	0	0	0	0	0	0	0	0	1	1.58433	-0.253453	0.797489	-0.317814	39.107597	0.00017
3	0.000672	0	0.089641	0.910359	0.002308	0.000029	0.002438	0	0.003006	0.000822	0	0.000029	0	0	0.000088	0	0	0.000045	0.000047	0.000094	null	null	null	null	null	null	null	null	null	null	2.967027	4.87939	5.306457	19.601616	null	null	5.367572	19.601616	4.683653	17.05387	null	null	2.445878	2.445878	null	null	null	null	3.547807	4.87939	null	null	null	null	2.492182	2.492182	3.010588	3.010588	2.572071	2.726631	0.999328	0	0.125	0	0	0.375	0	0	0.125	0.125	0.25	1	1.257779	-0.512776	1.343614	-0.381639	19.601616	0.001737
4	0.055469	0	0.568164	0.431836	0.006368	0.006508	0.00636	0	0.003743	0.013685	0.002021	0.004511	0.001582	0.012593	0.008554	0.013392	0.001697	0.002546	0.009644	0.010678	null	null	null	null	null	null	null	null	null	null	2.94579	6.013206	2.847656	7.604937	null	null	2.801712	6.447979	2.882547	7.604937	2.791511	4.666142	2.822966	6.013206	2.786238	4.186367	3.11141	5.880919	3.020047	5.477019	2.847437	5.5182	2.941365	4.836037	2.944687	5.339608	2.84517	5.472515	2.929938	5.040672	0.944531	0.03785	0.084476	0.029622	0.234229	0.159078	0.164564	0.020845	0.031267	0.113001	0.125069	1	0.788106	-0.308962	1.17793	-0.262292	8.62797	0.007071
5	0.430697	0	0.18665	0.81335	0.000781	0.006201	0.00047	0	0.000531	0.000338	0.000556	0	0	0.006164	0.00174	0.012053	0.009242	0.036671	0.002622	0.004496	null	null	null	null	null	null	null	null	null	null	5.522034	31.189312	3.92837	17.002419	null	null	3.925577	17.002419	4.030583	10.069701	3.227324	6.647352	null	null	null	null	4.675529	16.033073	3.866844	12.252969	4.366418	13.793016	5.599221	20.753788	6.456921	31.189312	4.634237	11.185489	4.442743	11.568973	0.569303	0.010938	0	0	0.120322	0.033967	0.15544	0.119171	0.472654	0.032239	0.055268	1	1.087846	0.41223	1.794307	0.229744	31.189312	0.000405
6	0.814093	0	0.420644	0.579356	0.001878	0.028168	0.000369	0	0.00029	0.000584	0	0.004423	0.000264	0.000088	0.00056	0.000179	0.334598	0.009246	0	0.000187	null	null	null	null	null	null	null	null	null	null	8.083901	26.861233	3.344347	14.712639	null	null	3.168873	8.537334	3.586028	14.712639	null	null	4.263187	10.298454	2.965909	4.093071	2.924049	3.25443	2.829485	5.532272	2.871852	4.194862	8.309364	26.861233	3.687993	8.875682	null	null	2.954439	3.622726	0.185907	0	0.019136	0.001141	0.00038	0.002408	0.000507	0.94969	0.026232	0	0.000507	1	1.115361	-3.592731	-0.079897	44.966823	29.139225	0.001022
7	0.000442	0	0.065826	0.934174	0.001752	0.000014	0.001852	0	0.002342	0.000459	0	0.000029	0	0.000029	0	0	0.000045	0	0	0.000047	null	null	null	null	null	null	null	null	null	null	2.826468	3.101761	4.081145	21.92873	null	null	4.100121	21.92873	3.811859	17.790108	null	null	2.830587	2.830587	null	null	2.646969	2.646969	null	null	null	null	3.101761	3.101761	null	null	null	null	2.726554	2.726554	0.999558	0	0.25	0	0.25	0	0	0.25	0	0	0.25	1	1.112436	-0.675332	1.222829	-0.55227	21.92873	0.000959
8	0.127765	0	0.495412	0.504588	0.01545	0.036368	0.014249	0	0.009992	0.027261	0.016019	0.000967	0.000996	0.050165	0.030825	0.067274	0.006563	0.009782	0.085998	0.146022	null	null	null	null	null	null	null	null	null	null	4.441923	34.616936	3.83684	35.209915	null	null	3.555073	27.867855	4.163318	35.209915	4.297017	22.257587	2.962091	4.996377	2.771838	3.860221	4.925002	33.790012	3.437499	11.516704	5.076796	34.616936	3.078325	5.391083	3.108919	6.576791	4.597201	27.867855	4.333894	25.5383	0.872235	0.053691	0.003239	0.003337	0.166961	0.102572	0.147919	0.014429	0.021496	0.18031	0.306046	1	0.858489	0.616236	2.2879	0.269346	35.209915	0.021858
9	0.027924	0	0.588495	0.411505	0.00365	0.001878	0.003751	0	0.002091	0.008312	0.000029	0	0.001582	0.000619	0.006136	0.000179	0.003081	0.004109	0.000562	0.003044	null	null	null	null	null	null	null	null	null	null	2.837033	5.576059	3.001908	7.408372	null	null	2.782639	6.508125	3.154978	7.408372	2.405093	2.405093	null	null	2.754761	3.703083	2.755647	3.447259	2.936315	5.576059	2.591299	2.720081	2.742254	4.458339	2.799253	3.82125	2.774202	3.750869	2.801426	4.031111	0.972076	0.001901	0	0.102662	0.039924	0.395437	0.007605	0.131179	0.174905	0.022814	0.123574	1	0.849653	-0.484319	1.1686	-0.414444	7.562785	0.004821
10	0.045505	0	0.595513	0.404487	0.001231	0.001032	0.001242	0	0.00068	0.002783	0	0.000059	0.000234	0	0.004602	0	0.000357	0.001429	0	0.003887	null	null	null	null	null	null	null	null	null	null	3.273119	9.417229	2.940089	7.483604	null	null	2.812694	6.252482	3.026619	7.483604	null	null	3.072843	3.793809	2.986945	3.438517	null	null	3.511401	9.417229	null	null	2.758601	3.429361	2.956269	4.486092	null	null	3.029422	5.02384	0.954495	0	0.00692	0.027682	0	0.539792	0	0.027682	0.110727	0	0.287197	1	0.962185	-0.290258	1.422814	-0.204003	9.417229	0.001299
11	0.930558	0	0.558442	0.441558	0.001289	0.0221	0.000095	0	0.000057	0.000199	0	0.000322	0.179209	0	0.000029	0	0.000179	0.001876	0	0.000702	null	null	null	null	null	null	null	null	null	null	10.511813	34.63752	3.361282	9.529714	null	null	2.958364	6.297692	3.679868	9.529714	null	null	3.900666	6.325733	10.5965	34.63752	null	null	2.94294	2.94294	null	null	3.414197	3.671852	3.373268	7.870714	null	null	3.20407	5.132198	0.069442	0	0.001777	0.988209	0	0.000162	0	0.000646	0.006784	0	0.002423	1	1.297475	-1.089222	0.985763	-1.104954	36.588058	0.000701
12	0.233376	0	0.460959	0.539041	0.007445	0.032009	0.006035	0	0.004743	0.011272	0.029139	0.007029	0.005536	0.045181	0.018996	0.059417	0.014154	0.013132	0.106128	0.054231	null	null	null	null	null	null	null	null	null	null	5.526673	41.955627	3.403198	27.69647	null	null	3.602741	34.397427	3.507582	27.69647	7.463899	40.291508	3.438468	7.070828	3.877479	13.226785	6.324062	33.82501	3.614176	23.31249	6.537748	41.955627	4.077446	10.758152	3.606818	10.748261	5.581669	34.397427	4.187123	22.723248	0.766624	0.110962	0.026765	0.021077	0.170849	0.071819	0.148433	0.035352	0.032787	0.252816	0.12914	1	0.877366	0.420708	2.448715	0.171808	41.955627	0.007542
13	0.043867	0	0.627018	0.372982	0.000239	0.000193	0.000241	0	0.000122	0.000569	0	0	0	0	0.000796	0.000045	0.000625	0	0	0.000562	null	null	null	null	null	null	null	null	null	null	6.550862	14.353354	8.113553	41.864655	null	null	4.827673	18.272326	10.068161	41.864655	null	null	null	null	null	null	null	null	7.726678	14.353354	2.395454	2.395454	3.071636	4.707658	null	null	null	null	8.310659	11.473798	0.956133	0	0	0	0	0.5	0.018519	0.259259	0	0	0.222222	1	1.265018	-0.170228	1.546629	-0.110064	41.864655	0.000137
14	0.000149	0	0.002236	0.997764	0.0013	0.000004	0.001375	0	0.001857	0.000012	0.000029	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	3.755774	3.755775	12.488226	41.66034	null	null	12.508443	41.218662	3.466449	5.946478	3.755774	3.755775	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0.999851	1	0	0	0	0	0	0	0	0	0	1	1.938923	0.188761	1.611609	0.117126	41.781197	0.000721
15	0.000531	0	0.535475	0.464525	0.009858	0.000096	0.010418	0	0.006552	0.020989	0	0.000205	0.000029	0	0.000059	0	0.000179	0.000581	0	0	null	null	null	null	null	null	null	null	null	null	2.910699	4.983227	3.491212	19.461195	null	null	3.19987	14.387394	3.743951	19.461195	null	null	2.810903	3.722115	2.432465	2.432465	null	null	2.635817	2.825721	null	null	2.863845	3.58971	3.057928	4.983227	null	null	null	null	0.999469	0	0.259259	0.037037	0	0.074074	0	0.148148	0.481481	0	0	1	0.915263	-3.668546	-2.199298	1.668053	20.240854	0.014492
16	0.979523	0	0.198864	0.801136	0.001665	0.030053	0.000036	0	0.000039	0.000027	0	0.000498	0	0.000206	0.000177	0.000179	0.371925	0.002457	0	0	null	null	null	null	null	null	null	null	null	null	6.548258	30.1469	2.90012	6.639946	null	null	2.880911	6.639946	2.977505	6.075909	null	null	2.922903	5.350624	null	null	3.16438	3.721622	3.190645	4.213469	3.272328	4.674385	6.581726	30.1469	3.635188	8.332525	null	null	null	null	0.020477	0	0.002019	0	0.000831	0.000713	0.000475	0.989429	0.006533	0	0	1	1.169738	-0.44589	0.183344	-2.431992	30.1469	0.000847
17	0.002335	0	0.148322	0.851678	0.002904	0.000125	0.003064	0	0.003533	0.00171	0.000059	0.000029	0	0	0.00056	0	0.000045	0	0	0.000562	null	null	null	null	null	null	null	null	null	null	3.113758	5.975534	4.973207	28.992289	null	null	5.192003	28.992289	3.716851	16.66545	2.597663	2.83688	2.744375	2.744375	null	null	null	null	3.329691	5.975534	null	null	2.760631	2.760631	null	null	null	null	2.918088	4.241486	0.997665	0.057143	0.028571	0	0	0.542857	0	0.028571	0	0	0.342857	1	1.159846	0.977858	2.53504	0.385737	28.992289	0.001782
18	0.011538	0	0.271435	0.728565	0.016742	0.003559	0.017499	0	0.017285	0.017894	0.000205	0.001787	0.000029	0.007343	0.007935	0.001384	0	0.002546	0.00543	0.009647	null	null	null	null	null	null	null	null	null	null	3.335289	17.49279	3.588849	31.740147	null	null	3.60381	31.740147	3.546393	24.391216	3.068213	4.432333	2.578931	3.376093	2.435769	2.435769	3.713979	17.49279	3.333003	7.957396	3.621636	8.174025	null	null	2.815599	4.498383	3.128437	10.324078	3.335137	7.083125	0.988462	0.007021	0.061184	0.001003	0.249749	0.269809	0.031093	0	0.057172	0.116349	0.20662	1	0.891514	1.224075	2.730961	0.448221	31.740147	0.017127
19	0.000305	0	0.110908	0.889092	0.00127	0.000007	0.001343	0	0.001617	0.00056	0	0	0	0	0	0	0.000045	0.000045	0	0	null	null	null	null	null	null	null	null	null	null	2.79969	3.073323	5.576476	27.152597	null	null	5.760705	25.611834	4.099607	16.154161	null	null	null	null	null	null	null	null	null	null	null	null	2.526058	2.526058	3.073323	3.073323	null	null	null	null	0.999695	0	0	0	0	0	0	0.5	0.5	0	0	1	1.172541	-1.902169	-0.693656	2.742234	28.221514	0.000767
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21	0.001822	0	0.026884	0.973116	0.00117	0.000039	0.001235	0	0.001627	0.000125	0	0	0	0.000029	0	0	0	0.000447	0	0	null	null	null	null	null	null	null	null	null	null	2.940191	3.465914	5.715588	41.506683	null	null	5.779961	41.506683	3.385441	15.97405	null	null	null	null	null	null	3.311414	3.311414	null	null	null	null	null	null	2.903068	3.465914	null	null	null	null	0.998178	0	0	0	0.090909	0	0	0	0.909091	0	0	1	1.085279	-0.386879	1.213008	-0.318942	42.184616	0.000614
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77	0	0	0.099627	0.900373	0.001144	0	0.001209	0	0.001474	0.000453	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	3.953623	31.02165	null	null	4.009887	31.02165	3.44515	10.542262	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	1	null	null	null	null	null	null	null	null	null	null	1	1.163583	0.556165	2.314139	0.240334	31.02165	0.000702
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81	0	0	0.173972	0.826028	0.00057	0	0.000603	0	0.000674	0.000395	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	7.623411	42.390545	null	null	8.294422	42.390545	4.43742	6.323494	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	1	null	null	null	null	null	null	null	null	null	null	1	1.263069	-1.151816	0.188224	-6.119393	42.390545	0.000296
82	0.057889	0	0.388217	0.611783	0.114769	0.122404	0.11433	0	0.095161	0.167803	0.018889	0.012858	0.040394	0.152678	0.147901	0.143163	0.087422	0.340763	0.126726	0.287313	null	null	null	null	null	null	null	null	null	null	4.470575	18.023441	3.695365	20.181744	null	null	3.526369	17.30638	3.962715	20.181744	3.357272	7.449796	3.446053	9.155287	3.60002	11.314075	4.833625	17.703705	4.649663	14.907257	3.979786	13.116478	3.766758	11.25061	5.064605	18.023441	3.778482	10.919371	4.451756	14.018658	0.942111	0.01881	0.012803	0.040216	0.150977	0.146223	0.093526	0.057101	0.222485	0.078944	0.178915	1	0.953295	0.661912	2.1313	0.310567	20.181744	0.156943
83	0.039367	0	0.497014	0.502986	0.002732	0.001981	0.002775	0	0.001893	0.005197	0.000117	0.000469	0.000146	0.001858	0.005015	0.00067	0.003259	0.001563	0.00103	0.007118	null	null	null	null	null	null	null	null	null	null	3.015776	6.168956	2.870391	7.969315	null	null	2.822778	6.851458	2.918273	7.969315	3.193701	4.465446	2.723237	4.43426	2.799227	3.228097	3.097537	5.908246	3.077152	6.168956	2.919922	4.475314	2.995429	5.616239	2.853091	4.577581	2.777696	4.423111	3.037628	6.098323	0.960633	0.007207	0.028829	0.009009	0.113514	0.306306	0.027027	0.131532	0.063063	0.03964	0.273874	1	0.909286	-0.470406	1.022838	-0.459903	9.403478	0.003106
84	0.577861	0	0.755556	0.244444	0.000103	0.001099	0.000046	0	0.000015	0.000131	0	0	0	0	0	0	0.005224	0.008531	0	0	null	null	null	null	null	null	null	null	null	null	18.895603	40.559788	7.021291	16.35864	null	null	3.520362	7.257916	8.153944	16.35864	null	null	null	null	null	null	null	null	null	null	null	null	14.342923	23.364653	21.684418	40.559788	null	null	null	null	0.422139	0	0	0	0	0	0	0.37987	0.62013	0	0	1	1.349771	-0.276486	0.962242	-0.287336	40.559788	0.000067
85	0.010226	0	0.838279	0.161721	0.008583	0.001617	0.008983	0	0.001967	0.028332	0	0.00249	0.000732	0.003008	0.004454	0.000268	0.001563	0.000983	0	0.001264	null	null	null	null	null	null	null	null	null	null	3.158131	9.137461	3.706947	26.486412	null	null	3.056756	10.838525	3.832382	26.486412	null	null	2.904374	4.791394	2.844127	3.951703	3.728662	9.137461	3.05304	7.427112	3.156814	3.921316	3.136611	5.538208	2.931603	4.872649	null	null	2.892902	3.98676	0.989774	0	0.187638	0.055188	0.225166	0.333333	0.013245	0.077263	0.048565	0	0.059603	1	0.862057	0.239418	1.869987	0.128032	26.486412	0.009246
86	0.150237	0	0.422976	0.577024	0.004216	0.011669	0.003788	0	0.003048	0.00621	0.003836	0.000059	0	0.018668	0.002478	0.065935	0.002054	0.001295	0.026029	0.014565	null	null	null	null	null	null	null	null	null	null	3.506392	14.055849	3.091797	11.501675	null	null	3.019114	12.27129	3.211052	11.246845	3.020379	6.867977	2.6473	2.779777	null	null	3.634621	12.171183	3.016653	5.885445	3.630901	14.055849	2.961644	4.967393	2.907814	8.401861	3.383039	8.245945	3.353513	7.405615	0.849763	0.040073	0.000612	0	0.193637	0.025696	0.45182	0.014072	0.008871	0.170083	0.095136	1	0.85983	-0.178709	1.679613	-0.106399	14.678394	0.00476

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