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science-of-finetuning
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diffing-stats-SAE-difference_cb-gemma-2-2b-L13-k100-x2-lr1e-04-local-shuffling

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train · 4.61k rows

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latent int64 0 4.61k	lmsys_ctrl_% float64 0 0.94	lmsys_bos_% float64 0 0.81	lmsys_user_% float64 0.01 0.98	lmsys_assistant_% float64 0.02 0.99	lmsys_freq float64 0 0.45	lmsys_ctrl_freq float64 0 0.77	lmsys_non_ctrl_freq float64 0 0.44	lmsys_bos_freq float64 0 1	lmsys_assistant_freq float64 0 0.47	lmsys_user_freq float64 0 0.97	lmsys_ctrl_1_freq float64 0 0.66	lmsys_ctrl_2_freq float64 0 0.66	lmsys_ctrl_3_freq float64 0 0.66	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 0.99	lmsys_ctrl_9_freq float64 0 1	lmsys_ctrl_10_freq float64 0 1	ctrl_1_% float64	ctrl_2_% float64	ctrl_3_% float64	ctrl_4_% float64	ctrl_5_% float64	ctrl_6_% float64	ctrl_7_% float64	ctrl_8_% float64	ctrl_9_% float64	ctrl_10_% float64	ctrl_mean float64 2.63 100 ⌀	ctrl_max float64 2.63 281 ⌀	non_ctrl_mean float64 3 23.4	non_ctrl_max float64 7.19 118	bos_mean float64 2.65 270 ⌀	bos_max float64 2.65 270 ⌀	assistant_mean float64 2.92 36.1	assistant_max float64 5.5 118	user_mean float64 3 25.9	user_max float64 5.95 116	ctrl_1_mean float64 2.49 162 ⌀	ctrl_1_max float64 2.49 221 ⌀	ctrl_2_mean float64 2.49 228 ⌀	ctrl_2_max float64 2.49 281 ⌀	ctrl_3_mean float64 2.49 180 ⌀	ctrl_3_max float64 2.49 276 ⌀	ctrl_4_mean float64 2.49 62.9 ⌀	ctrl_4_max float64 2.49 135 ⌀	ctrl_5_mean float64 2.5 42 ⌀	ctrl_5_max float64 2.5 106 ⌀	ctrl_6_mean float64 2.49 74 ⌀	ctrl_6_max float64 2.49 123 ⌀	ctrl_7_mean float64 2.49 82 ⌀	ctrl_7_max float64 2.49 151 ⌀	ctrl_8_mean float64 2.49 41.6 ⌀	ctrl_8_max float64 2.49 106 ⌀	ctrl_9_mean float64 2.49 44.1 ⌀	ctrl_9_max float64 2.49 97.1 ⌀	ctrl_10_mean float64 2.49 32.4 ⌀	ctrl_10_max float64 2.49 76.5 ⌀	lmsys_non_ctrl_% float64 0.06 1	lmsys_ctrl_1_% float64 0 1 ⌀	lmsys_ctrl_2_% float64 0 1 ⌀	lmsys_ctrl_3_% float64 0 1 ⌀	lmsys_ctrl_4_% float64 0 0.98 ⌀	lmsys_ctrl_5_% float64 0 1 ⌀	lmsys_ctrl_6_% float64 0 0.97 ⌀	lmsys_ctrl_7_% float64 0 0.99 ⌀	lmsys_ctrl_8_% float64 0 1 ⌀	lmsys_ctrl_9_% float64 0 0.93 ⌀	lmsys_ctrl_10_% float64 0 1 ⌀	dec_norm float64 1 1	enc_norm float64 0.82 2.02	beta_activation_base float64 -4.85 9.72	beta_activation_chat float64 -3.83 12	beta_activation_ratio float64 -418.37 487	max_act_val float64 9.07 281	freq_val float64 0 0.68
100	0.001052	0	0.040382	0.959618	0.018226	0.000353	0.019252	0	0.025015	0.002925	0.000234	0.000088	0.000059	0.000059	0.000737	0.001027	0.000536	0.000402	0.000421	0.000281	null	null	null	null	null	null	null	null	null	null	3.090884	5.144571	4.567093	22.704222	null	null	4.616942	24.992085	3.378239	13.324136	2.982065	3.336917	2.907979	3.22821	2.974744	3.119571	4.278866	4.055555	3.478679	5.144571	2.92022	3.6385	2.762062	3.698983	3.014257	3.706242	2.768588	3.684985	3.264571	4.037876	0.998948	0.080808	0.030303	0.020202	0.020202	0.252525	0.232323	0.121212	0.090909	0.090909	0.060606	1	1.069863	-2.608863	-0.768784	3.393493	25.060373	0.01449
101	0.051197	0	0.437205	0.562795	0.016614	0.015671	0.016668	0	0.012753	0.027531	0.001435	0.002314	0	0.025805	0.027934	0.027409	0.014109	0.005628	0.01573	0.04908	null	null	null	null	null	null	null	null	null	null	3.362799	10.240834	3.127211	11.48546	null	null	3.071845	11.40817	3.198417	11.48546	3.081122	5.337276	2.898208	3.799681	null	null	3.353649	7.479499	3.33899	7.289767	3.228144	6.019425	3.122802	5.910709	3.055905	4.836004	3.120283	5.856352	3.706051	10.240834	0.948803	0.011162	0.017995	0	0.199317	0.215718	0.139863	0.071982	0.028702	0.076538	0.238724	1	0.881399	-0.476952	0.860526	-0.554256	11.48546	0.016284
102	0.639677	0.236651	0.322691	0.677309	0.008	0.094279	0.003048	1	0.002807	0.003716	0.001904	0.377834	0.005009	0.007048	0.008554	0.014598	0.447203	0.094738	0.002949	0.010256	null	null	null	null	null	null	null	null	null	null	5.811854	27.871458	3.208814	11.127916	6.905436	6.905439	3.126408	11.127916	3.383002	7.873279	3.324758	6.374205	5.639995	5.666851	3.149681	5.591523	3.370647	6.552966	3.415948	8.004022	3.480527	7.238354	6.726999	27.871458	4.138598	14.360019	3.302371	5.331697	3.142687	5.548504	0.360323	0.002461	0.488433	0.006475	0.009049	0.01098	0.012381	0.379236	0.080307	0.002385	0.008292	1	0.979028	3.11236	4.597759	0.67693	27.871458	0.007289
103	0.003255	0	0.13871	0.86129	0.021132	0.001267	0.022272	0	0.025982	0.011628	0.000029	0.000908	0.000146	0.000029	0.004631	0.000402	0.000536	0.003439	0.001966	0.000937	null	null	null	null	null	null	null	null	null	null	3.079246	6.545879	3.827429	19.23826	null	null	3.92172	19.23826	3.239731	13.260201	3.012755	3.012755	2.866607	3.573142	2.694491	2.9763	3.118993	3.118993	3.073485	6.545879	3.312252	4.089702	3.178754	3.980274	3.188309	5.599914	3.03151	4.051271	3.067377	4.475932	0.996745	0.002817	0.087324	0.014085	0.002817	0.442254	0.025352	0.033803	0.216901	0.11831	0.056338	1	0.89325	-2.397868	-0.707743	3.388052	19.23826	0.01973
104	0.057073	0	0.61122	0.38878	0.001674	0.00176	0.001669	0	0.000878	0.003838	0	0.000029	0.000146	0.000324	0.000177	0.000045	0	0.020547	0.000047	0.000375	null	null	null	null	null	null	null	null	null	null	11.152404	34.02487	7.352585	29.055698	null	null	6.030727	22.792408	8.192404	29.055698	null	null	2.510932	2.510932	2.873062	3.462695	3.105901	4.068462	3.170965	4.493921	2.651311	2.651311	null	null	11.731255	34.02487	2.486109	2.486109	3.3192	3.9847	0.942927	0	0.002028	0.010142	0.022312	0.01217	0.002028	0	0.933063	0.002028	0.016227	1	1.202883	-0.229122	0.821546	-0.278891	34.024872	0.00152
105	0.044717	0	0.349742	0.650258	0.086763	0.071479	0.08764	0	0.077478	0.115799	0.020148	0.021528	0.027271	0.115636	0.070057	0.121066	0.082243	0.092594	0.082768	0.139512	null	null	null	null	null	null	null	null	null	null	3.794271	14.448854	3.623801	21.227169	null	null	3.552027	21.227169	3.755455	16.585562	3.556323	7.050325	3.781905	11.240722	3.780476	10.73617	4.0536	14.448854	3.940416	11.022467	3.65573	11.174063	3.798117	12.554895	3.755797	10.538278	3.471623	7.956189	3.740747	11.875899	0.955283	0.034359	0.036706	0.046494	0.195815	0.118608	0.135437	0.09199	0.103526	0.088294	0.148771	1	1.003329	0.113028	0.703568	0.16065	24.085581	0.302512
106	0.007058	0	0.14502	0.85498	0.004173	0.000543	0.004381	0	0.005075	0.002392	0	0	0.000088	0.000885	0.001504	0.000312	0.000179	0.001474	0.000609	0.000515	null	null	null	null	null	null	null	null	null	null	3.257069	6.017226	5.584183	45.370205	null	null	5.952439	45.370205	3.40225	10.94224	null	null	null	null	2.879534	3.069374	3.829206	6.017226	3.05558	5.756915	3.554512	4.083156	3.392251	4.05494	3.06118	4.961496	2.995101	3.900519	3.392658	5.539301	0.992942	0	0	0.019737	0.197368	0.335526	0.046053	0.026316	0.217105	0.085526	0.072368	1	1.089818	1.401476	2.929222	0.478446	45.370205	0.003747
107	0.003073	0	0.08547	0.91453	0.016835	0.000953	0.017746	0	0.021981	0.005709	0	0.000527	0.000117	0.001239	0.004189	0	0.000089	0.001161	0.001451	0.000094	null	null	null	null	null	null	null	null	null	null	3.440486	9.837975	3.814286	19.664322	null	null	3.844601	21.113363	3.4861	15.6352	null	null	2.987429	3.918613	2.995167	3.135978	3.541608	8.688741	3.676398	9.837975	null	null	2.555273	2.577324	3.095712	4.983659	2.903883	3.74003	3.219856	3.570385	0.996927	0	0.067416	0.014981	0.157303	0.531835	0	0.007491	0.097378	0.116105	0.007491	1	0.982268	2.394055	4.275898	0.559895	21.113363	0.019487
108	0.033698	0	0.215078	0.784922	0.004042	0.002509	0.00413	0	0.004395	0.003347	0.000351	0.000849	0.001142	0.000501	0.005841	0.00067	0.006876	0.005717	0.001358	0.00384	null	null	null	null	null	null	null	null	null	null	3.175259	7.968661	6.76205	55.61957	null	null	7.640725	55.61957	3.530928	24.849648	3.068726	4.653838	3.00411	3.701487	3.024892	5.287396	3.517896	4.987276	3.29528	7.968661	2.988947	3.855768	3.102416	5.467996	3.170666	5.379427	3.105136	4.646124	3.164905	4.716092	0.966302	0.01707	0.041252	0.055477	0.024182	0.28165	0.021337	0.219061	0.182077	0.041252	0.116643	1	1.093366	-0.850684	0.61181	-1.390439	55.619572	0.002657
109	0.013921	0	0.736558	0.263442	0.002477	0.000635	0.002583	0	0.000921	0.007159	0.000059	0	0.000029	0.003893	0.000914	0.000045	0.000045	0.000134	0.000094	0.000234	null	null	null	null	null	null	null	null	null	null	3.374072	8.292275	8.788166	46.235767	null	null	3.319118	12.910653	10.74302	46.235767	2.649653	2.679097	null	null	2.715917	2.715917	3.479851	8.292275	3.150231	5.250383	2.549222	2.549222	3.146513	3.146514	2.94484	3.261845	3.039381	3.472574	2.992628	3.28436	0.986079	0.011236	0	0.005618	0.741573	0.174157	0.005618	0.005618	0.016854	0.011236	0.02809	1	1.168897	0.216094	1.719704	0.125658	46.235767	0.001691
110	0.005354	0	0.175211	0.824789	0.007853	0.000775	0.00826	0	0.009224	0.005445	0	0	0	0.003716	0.002065	0	0	0.000491	0.000094	0.000375	null	null	null	null	null	null	null	null	null	null	3.417277	11.518217	5.191277	29.297825	null	null	5.385495	19.70744	4.276351	29.297825	null	null	null	null	null	null	3.648324	11.518217	3.124523	4.732037	null	null	null	null	3.149118	4.127776	2.847912	2.886481	2.85096	3.377034	0.994646	0	0	0	0.580645	0.322581	0	0	0.050691	0.009217	0.036866	1	1.122621	3.405601	4.870988	0.69916	29.297825	0.005693
111	0.393928	0	0.534919	0.465081	0.014085	0.102225	0.009027	0	0.005689	0.018184	0.375055	0.38416	0.00123	0.01743	0.031032	0.015178	0.001697	0.011033	0.002013	0.016906	null	null	null	null	null	null	null	null	null	null	7.341148	9.142847	3.232314	16.882582	null	null	3.131844	16.882582	3.319211	16.578869	9.135118	9.142847	6.426467	6.505698	2.966111	4.177495	3.275701	8.537027	3.498171	12.501262	3.038077	5.913691	2.933702	4.126612	3.111586	5.025249	2.981751	4.377825	3.223483	7.491952	0.606072	0.447219	0.458009	0.001467	0.020638	0.036736	0.011873	0.001327	0.008625	0.001502	0.012606	1	0.951793	0.013504	1.519112	0.008889	18.564295	0.012246
112	0.051462	0	0.612365	0.387635	0.006826	0.006472	0.006846	0	0.003602	0.015812	0.000322	0.001318	0.000996	0.012534	0.011357	0.003794	0.005224	0.020011	0.003792	0.008523	null	null	null	null	null	null	null	null	null	null	3.268467	8.093111	3.965453	22.58849	null	null	3.13991	10.623856	4.484623	22.367897	3.037083	3.576175	3.058014	5.589877	2.919484	3.931437	3.359214	6.93452	3.285924	7.129494	3.067848	5.460012	3.081215	5.370881	3.415531	8.093111	3.101806	4.700903	3.077082	5.121561	0.948538	0.006067	0.024821	0.018753	0.234418	0.212355	0.046884	0.064534	0.247104	0.044677	0.100386	1	0.997618	-0.052391	1.283989	-0.040803	23.947231	0.005961
113	0.083875	0	0.599843	0.400157	0.013719	0.0212	0.01329	0	0.007222	0.030085	0.001113	0.000469	0.002666	0.026012	0.079821	0.009732	0.008885	0.033947	0.009269	0.038917	null	null	null	null	null	null	null	null	null	null	3.577283	9.603242	3.643439	19.38913	null	null	3.153387	10.555066	3.967497	19.38913	2.829583	3.587757	2.700422	2.985754	3.023402	4.443307	3.37672	8.042394	3.717426	9.603242	3.211821	5.671759	3.221608	5.953454	3.404919	8.357876	3.080217	5.116589	3.902651	8.185116	0.916125	0.006398	0.002694	0.015322	0.14851	0.455632	0.036707	0.033507	0.127968	0.033339	0.139923	1	0.949872	-0.88295	0.386319	-2.285548	19.38913	0.009751
114	0.002185	0	0.051378	0.948622	0.017291	0.000696	0.018244	0	0.023436	0.003527	0	0.000117	0	0.000737	0.001062	0.000491	0.001563	0.002859	0.000796	0.00014	null	null	null	null	null	null	null	null	null	null	3.209895	7.677722	4.47893	14.788588	null	null	4.526407	14.948462	3.597142	13.322991	null	null	3.211768	3.96134	null	null	3.209661	4.665666	3.268448	6.234456	3.236617	4.427601	3.047634	5.138046	3.325543	7.677722	3.080826	4.616882	2.56603	2.634164	0.997815	0	0.020513	0	0.128205	0.184615	0.05641	0.179487	0.328205	0.087179	0.015385	1	1.072544	1.923277	3.640088	0.52836	16.455456	0.015261
115	0.008619	0	0.419701	0.580299	0.036014	0.005719	0.037752	0	0.029669	0.059629	0	0.00041	0.000732	0.013507	0.02056	0.00308	0	0.002948	0.002153	0.010631	null	null	null	null	null	null	null	null	null	null	3.593412	12.927577	3.841148	24.433327	null	null	3.743984	22.621784	3.975028	24.433327	null	null	2.712598	3.547173	2.817644	3.994241	3.813338	10.495211	3.714971	12.927577	3.068757	5.370473	null	null	3.033439	5.210659	3.059513	4.736565	3.346683	6.457739	0.991381	0	0.008739	0.015605	0.285893	0.435081	0.043071	0	0.041199	0.028714	0.141698	1	0.917582	2.475152	4.192459	0.590382	24.433327	0.042354
116	0.311002	0	0.514795	0.485205	0.019892	0.11398	0.014492	0	0.009538	0.028122	0.375348	0.376809	0	0.030878	0.077756	0.015133	0.00442	0.037207	0.006133	0.054465	null	null	null	null	null	null	null	null	null	null	4.549591	9.486746	3.246915	18.572346	null	null	3.153644	15.494585	3.333898	18.572346	3.046825	3.052545	6.616768	6.642551	null	null	3.371485	8.071917	3.561559	9.486746	3.098879	5.433569	3.088353	5.336312	3.163845	5.637113	2.98884	4.761138	3.259728	7.322316	0.688998	0.401409	0.402913	0	0.03279	0.082556	0.010617	0.003101	0.026088	0.004103	0.036423	1	0.924951	0.179177	0.982581	0.182353	18.572346	0.017103
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118	0.036431	0	0.600511	0.399489	0.062257	0.041787	0.063432	0	0.034311	0.143322	0.001084	0.007674	0.056563	0.000472	0.123477	0.000804	0.052105	0.129221	0.000655	0.055355	null	null	null	null	null	null	null	null	null	null	4.341885	20.068237	4.662147	36.26336	null	null	4.516259	26.559486	4.759066	36.26336	2.947917	4.579968	3.560291	7.009182	4.695282	15.23579	2.985135	3.86439	4.536098	20.068237	2.958815	3.890611	3.726694	10.036127	4.495922	14.674524	2.894532	3.282914	3.580574	9.337387	0.963569	0.003161	0.022382	0.164958	0.001367	0.357594	0.001538	0.099692	0.247138	0.001196	0.100974	1	1.007497	-2.279271	-0.967713	2.355318	36.263359	0.064346
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196	0.081327	0	0.513216	0.486784	0.01924	0.028829	0.01869	0	0.012362	0.036218	0.004949	0.001904	0.01075	0.029285	0.061591	0.025267	0.038309	0.051679	0.015308	0.069592	null	null	null	null	null	null	null	null	null	null	3.320307	10.552695	3.266774	14.077577	null	null	3.110626	11.281293	3.413701	14.077577	2.95346	5.450794	3.0374	4.939484	3.118121	5.406728	3.34862	7.051368	3.496744	7.976103	3.092687	6.322689	3.301924	6.69786	3.233924	6.869635	3.097539	5.157699	3.371093	10.552695	0.918673	0.020926	0.008049	0.045443	0.122957	0.258544	0.070084	0.106241	0.143264	0.04049	0.184002	1	0.886126	-0.019837	1.253933	-0.01582	15.339249	0.01801
197	0.017495	0	0.614425	0.385575	0.002625	0.000846	0.002727	0	0.001424	0.006304	0.000351	0	0	0.004483	0.000147	0.001607	0.001384	0	0	0.000047	null	null	null	null	null	null	null	null	null	null	6.889843	11.028169	8.363749	58.643047	null	null	4.639367	21.859058	10.700937	58.643047	2.866746	3.378651	null	null	null	null	8.990886	11.028169	3.285091	4.32411	3.045016	4.968826	3.316571	5.112415	null	null	null	null	3.017345	3.017345	0.982505	0.050633	0	0	0.64135	0.021097	0.151899	0.130802	0	0	0.004219	1	1.189575	-0.087289	1.216642	-0.071746	58.643047	0.001721
198	0.035358	0	0.462829	0.537171	0.007606	0.004955	0.007758	0	0.005684	0.01361	0.00041	0.000527	0.00167	0.005515	0.010177	0.000491	0.002411	0.010809	0.013108	0.00843	null	null	null	null	null	null	null	null	null	null	3.768915	19.652906	3.4988	31.273113	null	null	3.336052	31.273113	3.727299	20.789171	2.953854	3.855906	2.993943	3.490706	2.937051	3.864546	3.237188	6.401715	3.280975	6.649325	3.100591	3.658074	2.906513	4.500943	3.167773	5.267313	5.996406	19.652906	3.30363	6.448913	0.964642	0.010086	0.012968	0.041066	0.134726	0.248559	0.007925	0.038905	0.174352	0.201729	0.129683	1	0.989427	-0.114744	0.963062	-0.119145	31.273113	0.007919
199	0.009223	0	0.17337	0.82663	0.003067	0.000521	0.003213	0	0.003597	0.002097	0.000146	0.000059	0.000908	0.000147	0.001504	0.000045	0.00067	0.000581	0.000234	0.000843	null	null	null	null	null	null	null	null	null	null	3.099608	5.728518	6.73242	50.97718	null	null	7.276217	50.97718	4.132845	30.001034	2.722129	2.972059	2.538766	2.580815	2.850423	4.201503	3.26678	3.984496	3.218737	4.892212	3.157444	3.157444	2.944474	3.777807	3.111257	3.855588	3.064166	3.59677	3.439456	5.728518	0.990777	0.034247	0.013699	0.212329	0.034247	0.349315	0.006849	0.10274	0.089041	0.034247	0.123288	1	1.095402	-0.276868	0.856007	-0.323441	50.97718	0.002189

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