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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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Split (1)

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
200	0.000911	0	0.116439	0.883561	0.019779	0.000332	0.020895	0	0.024997	0.009154	0	0	0	0.000354	0.001681	0	0.000313	0.000045	0.00014	0.000609	null	null	null	null	null	null	null	null	null	null	3.487284	7.85473	3.896791	17.594513	null	null	3.938259	16.77944	3.581866	10.816573	null	null	null	null	null	null	3.54165	4.570752	3.683869	7.85473	null	null	3.030826	4.131936	3.047538	3.047538	2.871833	3.115382	2.996786	3.485073	0.999089	0	0	0	0.129032	0.612903	0	0.075269	0.010753	0.032258	0.139785	1	0.966309	1.585357	3.415566	0.464156	20.225113	0.019977
201	0.23873	0	0.42498	0.57502	0.00765	0.033648	0.006158	0	0.004878	0.010019	0.000527	0.000029	0.004394	0.050372	0.038052	0.015223	0.074028	0.132169	0.024671	0.036248	null	null	null	null	null	null	null	null	null	null	8.716634	55.83014	3.637726	24.916267	null	null	3.655168	24.64438	3.746275	24.916267	2.994113	4.607913	2.714692	2.714692	3.270748	7.486247	8.657459	30.039982	4.323591	13.953877	4.343141	9.436814	9.514249	29.266882	12.408102	55.83014	6.897041	22.799162	4.709887	17.848543	0.76127	0.00191	0.000106	0.015913	0.181201	0.136856	0.036177	0.175896	0.313919	0.055909	0.082113	1	0.969176	-0.018774	1.585079	-0.011844	55.830139	0.00567
202	0.022244	0	0.143209	0.856791	0.009425	0.003862	0.009744	0	0.011386	0.005289	0.000586	0.000293	0.000879	0.009791	0.000413	0.005937	0.000134	0.004154	0.016291	0.004636	null	null	null	null	null	null	null	null	null	null	3.254325	7.10094	4.708515	41.423035	null	null	4.93278	41.961967	3.297637	13.894816	2.877226	4.206963	2.796057	3.191651	3.029802	3.988184	3.337785	7.10094	3.092615	3.792717	2.990335	4.328198	2.958846	3.248408	3.259358	5.855535	3.345278	7.004809	3.226982	5.607888	0.977756	0.018484	0.009242	0.027726	0.306839	0.012939	0.122921	0.002773	0.085952	0.321627	0.091497	1	0.973919	-0.003709	1.457749	-0.002544	41.961967	0.009016
203	0.215956	0	0.499657	0.500343	0.020496	0.081546	0.016992	0	0.011731	0.032553	0.012915	0.011481	0.0331	0.065235	0.163358	0.079684	0.022637	0.11198	0.074201	0.315974	null	null	null	null	null	null	null	null	null	null	4.910506	27.958384	3.284184	17.10467	null	null	3.221397	15.397737	3.355067	17.10467	3.231574	5.977019	4.223602	10.632149	4.130004	11.984327	3.551234	7.658395	5.177246	27.762506	3.421012	8.320999	3.641395	8.737171	3.945959	17.572561	3.497575	9.039462	6.597321	27.958384	0.784044	0.019305	0.01716	0.049466	0.096831	0.242427	0.078139	0.022194	0.109744	0.069384	0.295351	1	0.904172	-0.213116	1.011064	-0.210784	27.958384	0.020036
204	0.022636	0	0.726867	0.273133	0.009767	0.004073	0.010093	0	0.003734	0.027611	0.000498	0.000264	0.000967	0.004719	0.014601	0.001384	0.002902	0.005673	0.000655	0.008898	null	null	null	null	null	null	null	null	null	null	3.20039	13.553081	4.596598	43.50989	null	null	3.379562	27.296358	5.053245	39.02554	2.734754	3.626442	2.745328	3.07745	3.009186	4.55453	2.975723	5.223362	3.36603	13.553081	2.992439	3.909463	3.388874	10.490809	3.195202	7.167209	2.868099	3.676246	3.051876	6.21742	0.977364	0.014899	0.007888	0.028922	0.140228	0.43383	0.027169	0.056968	0.111306	0.01227	0.166521	1	0.975108	-1.835677	-0.605421	3.032067	43.509892	0.033834
205	0.047091	0	0.498046	0.501954	0.023675	0.02054	0.023855	0	0.016284	0.044898	0.001494	0.000059	0.003076	0.037041	0.044541	0.012187	0.009644	0.036046	0.024109	0.047722	null	null	null	null	null	null	null	null	null	null	3.304403	8.666339	3.259776	16.137989	null	null	3.181852	16.137989	3.337092	14.964122	2.927505	4.121956	3.388903	4.200525	3.093416	4.303559	3.404105	7.357467	3.463022	7.969951	3.037736	5.229124	3.216316	6.110883	3.274788	8.666339	3.121826	6.977785	3.192746	6.223991	0.952909	0.008863	0.000348	0.018248	0.218283	0.262426	0.047445	0.037539	0.14025	0.089503	0.177094	1	0.872955	-0.393847	0.746401	-0.527661	16.137989	0.02648
206	0.085514	0	0.506162	0.493838	0.015104	0.023796	0.014605	0	0.009804	0.027924	0.005125	0.001669	0.001728	0.039401	0.047521	0.038971	0.05273	0.020591	0.013389	0.029364	null	null	null	null	null	null	null	null	null	null	3.440362	12.897925	3.273953	22.017248	null	null	3.105175	12.38975	3.436578	22.017248	2.962768	4.532112	3.103658	4.584367	2.938192	3.793435	3.751983	12.897925	3.522342	9.544973	3.389396	5.811866	3.476093	8.352867	3.111734	6.443461	3.015027	5.186753	3.216192	7.262994	0.914486	0.026253	0.008551	0.008851	0.20042	0.241674	0.130963	0.177168	0.069157	0.042904	0.094059	1	0.916316	-0.243071	0.963231	-0.25235	22.017248	0.014806
207	0.030293	0.214729	0.109562	0.890438	0.00907	0.005062	0.0093	1	0.011218	0.003836	0	0.003368	0.000322	0.003333	0.020324	0	0.000313	0.012239	0.00117	0.008617	null	null	null	null	null	null	null	null	null	null	6.119481	26.677504	5.440549	46.912254	8.418146	8.418578	5.701251	40.083687	3.314239	11.089791	null	null	4.608575	10.969452	2.970427	3.839738	5.779375	18.285534	5.578325	18.489832	null	null	2.99909	3.294331	9.705524	26.677504	3.941401	14.096703	4.561876	21.244497	0.969707	0	0.0811	0.007757	0.07969	0.485896	0	0.004937	0.19323	0.01763	0.12976	1	1.077859	2.556778	3.701407	0.690759	46.912254	0.00982
208	0.105331	0.118775	0.498981	0.501019	0.0184	0.035708	0.017407	1	0.011861	0.032827	0.001025	0.001113	0.000967	0.054471	0.104923	0.021874	0.044783	0.047704	0.017977	0.072496	null	null	null	null	null	null	null	null	null	null	3.492807	11.419578	3.469939	23.97846	13.6936	13.694159	3.373323	23.97846	3.564138	20.78975	2.948616	4.152568	3.054273	3.930949	3.02142	4.518951	3.471224	8.905355	3.777031	11.419578	3.160479	5.922872	3.298849	6.641025	3.270015	7.169271	3.158021	5.811914	3.366211	8.059572	0.894669	0.003499	0.003799	0.003299	0.184645	0.355593	0.048985	0.10027	0.106768	0.038388	0.154754	1	0.910532	1.771776	2.77888	0.637586	23.97846	0.019249
209	0.004526	0	0.801653	0.198347	0.002825	0.000236	0.002974	0	0.000799	0.008969	0	0.000088	0.000029	0.000147	0.001652	0	0	0.000045	0	0	null	null	null	null	null	null	null	null	null	null	3.593596	9.381226	5.135022	42.343082	null	null	3.068399	11.655749	5.646349	42.343082	null	null	2.757897	3.217493	2.679841	2.679841	3.280859	3.927245	3.691644	9.381226	null	null	null	null	3.08742	3.087421	null	null	null	null	0.995474	0	0.045455	0.015152	0.075758	0.848485	0	0	0.015152	0	0	1	1.105372	-0.700839	0.803457	-0.872279	42.343082	0.002401
210	0.039413	0	0.376825	0.623175	0.057989	0.042108	0.0589	0	0.049868	0.083795	0.003368	0.011716	0.013767	0.134983	0.001062	0.074282	0.088003	0.069948	0.04658	0.000094	null	null	null	null	null	null	null	null	null	null	4.41392	22.520256	5.074087	70.0196	null	null	5.306217	70.0196	4.680438	56.804127	3.678688	8.067688	4.475046	22.520256	3.450904	7.178221	4.886777	15.559772	4.349232	10.451234	3.904594	12.099058	4.749883	16.737532	3.739614	9.165696	4.007222	10.371515	2.784321	2.8943	0.960587	0.009749	0.03391	0.039844	0.388013	0.003052	0.141065	0.167091	0.132757	0.084351	0.00017	1	1.117905	-1.371645	-0.593781	2.310017	70.0196	0.065692
211	0.076055	0	0.507487	0.492513	0.016399	0.022978	0.016021	0	0.010692	0.030615	0.000205	0.002343	0.00457	0.023151	0.072476	0.014598	0.012904	0.041808	0.003043	0.06252	null	null	null	null	null	null	null	null	null	null	3.374725	9.469972	3.255349	14.354252	null	null	3.137085	14.354252	3.369699	11.161056	2.969818	3.905346	2.973428	5.092872	3.016691	5.96451	3.43243	8.223761	3.546841	9.469972	3.122566	5.835079	3.187013	6.886859	3.225003	6.748057	2.995861	3.997547	3.317853	6.995791	0.923945	0.001087	0.012428	0.024235	0.121951	0.3817	0.0508	0.044897	0.145409	0.010098	0.207395	1	0.896734	-0.753058	0.619205	-1.216168	14.354252	0.013479
212	0.040143	0	0.314404	0.685596	0.264808	0.195847	0.268766	0	0.251497	0.320492	0.066184	0.077236	0.025572	0.279963	0.243297	0.188563	0.17605	0.189253	0.49567	0.391561	null	null	null	null	null	null	null	null	null	null	7.236329	45.602165	5.716646	41.31307	null	null	5.110451	41.31307	7.073354	40.82888	5.685511	20.298237	4.989062	18.01822	4.295855	12.161829	9.171977	49.580658	8.39517	40.840088	6.686735	28.387917	5.764479	25.187567	6.006433	25.521101	7.084248	28.6698	7.118039	30.9956	0.959857	0.041193	0.048064	0.015912	0.173028	0.150335	0.07699	0.071869	0.077227	0.192986	0.152395	1	1.012927	0.58014	1.318713	0.439929	49.580658	0.318677
213	0.0067	0	0.738781	0.261219	0.002863	0.000353	0.003007	0	0.001064	0.008363	0	0	0.000059	0.001003	0.000501	0.000045	0.000223	0.001161	0.000375	0.000281	null	null	null	null	null	null	null	null	null	null	3.267007	7.727485	8.799711	25.829018	null	null	5.689976	23.96202	9.894876	25.597672	null	null	null	null	2.747719	3.004001	3.539489	7.727485	3.336735	5.300188	2.718673	2.718673	3.155899	3.90649	3.054564	5.473741	2.863433	3.28359	3.341137	4.215756	0.9933	0	0	0.020202	0.343434	0.171717	0.010101	0.050505	0.262626	0.080808	0.060606	1	1.171219	-0.842121	0.34056	-2.472756	25.829018	0.002149
214	0.036086	0	0.406406	0.593594	0.003533	0.002349	0.003601	0	0.002894	0.005506	0.000029	0	0.000059	0.000177	0.01118	0.000179	0.001384	0.004422	0	0.006369	null	null	null	null	null	null	null	null	null	null	3.321103	9.688801	4.820998	45.705444	null	null	5.363628	45.705444	4.028438	20.599806	2.62657	2.626571	null	null	2.658033	2.813427	2.9254	3.3071	3.449162	9.688801	2.897869	3.059035	2.884174	3.797299	3.477037	5.884894	null	null	2.99508	4.665155	0.963914	0.00152	0	0.00304	0.009119	0.575988	0.006079	0.047112	0.150456	0	0.206687	1	1.033483	-0.709635	0.788926	-0.899495	45.705444	0.0027
215	0.48568	0	0.527304	0.472696	0.013692	0.122519	0.007446	0	0.004783	0.014827	0.003807	0.377629	0.522599	0.017665	0.01702	0.020847	0.017101	0.03618	0.006179	0.022948	null	null	null	null	null	null	null	null	null	null	5.248129	32.115143	3.260543	11.257769	null	null	3.107847	8.305451	3.396899	11.372359	3.152252	6.24624	3.899161	3.910671	6.585435	32.115143	3.348962	7.949416	3.43909	8.015615	3.346073	7.17988	3.496953	7.512098	3.723676	9.999012	3.183922	5.372661	3.316447	6.517974	0.51432	0.003788	0.375648	0.519812	0.017452	0.016811	0.013606	0.011159	0.0236	0.003846	0.014277	1	0.975949	-0.049069	1.820508	-0.026953	32.115143	0.009792
216	0.222825	0	0.532699	0.467301	0.015643	0.064219	0.012855	0	0.008154	0.025831	0.375611	0	0.000029	0.032972	0.04932	0.017767	0.011207	0.029703	0.007584	0.042008	null	null	null	null	null	null	null	null	null	null	7.782514	9.593762	3.289689	26.530542	null	null	3.091759	10.053378	3.462152	26.530542	9.575643	9.593762	null	null	3.030659	3.030659	3.402931	7.871328	3.475135	9.576154	3.077421	6.516263	3.197417	6.469859	3.143889	6.246355	3.04837	5.464952	3.300357	6.456631	0.777175	0.712952	0	0.000056	0.062146	0.092941	0.022123	0.013952	0.036965	0.009005	0.049861	1	0.938627	-0.360906	0.982919	-0.367178	26.530542	0.01381
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293	0.046457	0	0.543379	0.456621	0.014472	0.012387	0.014592	0	0.009037	0.029884	0.000439	0.000762	0.000762	0.016633	0.042949	0.008437	0.003706	0.016795	0.005852	0.028567	null	null	null	null	null	null	null	null	null	null	3.321997	8.002945	3.244417	24.205767	null	null	3.076345	8.340899	3.385217	24.205767	3.04755	4.212619	3.030839	3.953206	2.810879	4.17823	3.305683	7.198533	3.446314	8.002945	3.154315	4.852499	3.123634	5.659107	3.223995	5.755316	3.108682	5.644618	3.26436	6.927585	0.953543	0.004323	0.007493	0.007493	0.162536	0.419597	0.054467	0.023919	0.108357	0.036023	0.175793	1	0.926203	0.298196	1.53329	0.194481	24.205767	0.016467
294	0.183414	0.115789	0.501026	0.498974	0.018939	0.063997	0.016353	1	0.011064	0.030871	0.001786	0.377072	0.003544	0.028931	0.05873	0.018213	0.007099	0.020145	0.005524	0.03578	null	null	null	null	null	null	null	null	null	null	5.310664	7.847304	3.219449	13.708702	3.478207	3.478571	3.122121	13.708702	3.31592	11.035827	3.016822	5.127224	6.096701	6.120416	3.06236	5.055008	3.277148	7.847304	3.507253	7.742075	3.08536	8.635638	3.064036	5.191601	3.115056	5.104482	3.063846	6.887924	3.214436	8.320814	0.816586	0.003402	0.718095	0.006749	0.054719	0.111055	0.022758	0.008869	0.025156	0.006582	0.042615	1	0.895688	-0.109167	1.182448	-0.092323	13.708702	0.019806
295	0.013533	0	0.057276	0.942724	0.008147	0.002031	0.008498	0	0.010871	0.001835	0	0.000059	0	0.00407	0.002478	0.004509	0	0.004288	0.004401	0.002529	null	null	null	null	null	null	null	null	null	null	5.954411	20.084406	5.836914	26.176723	null	null	5.9778	23.752096	3.436113	18.496212	null	null	2.819082	3.003876	null	null	6.924402	16.276745	10.812119	20.084406	4.874911	7.75851	null	null	3.635816	6.613871	3.76271	9.120611	5.991427	11.296594	0.986467	0	0.003515	0	0.242531	0.147627	0.177504	0	0.168717	0.165202	0.094903	1	1.122801	1.214587	2.754594	0.440931	27.514658	0.005816
296	0.026309	0	0.764834	0.235166	0.003756	0.001821	0.003867	0	0.001231	0.011128	0	0	0.001055	0.00407	0.003599	0	0.000089	0.008889	0.000047	0.000562	null	null	null	null	null	null	null	null	null	null	3.65853	8.60603	4.767123	28.59901	null	null	3.211237	13.33669	5.245377	28.59901	null	null	null	null	2.995807	4.233964	3.506413	8.60603	4.03817	8.317697	null	null	2.853672	2.888259	3.711126	8.406232	2.741256	2.741256	2.87473	3.935029	0.973691	0	0	0.070588	0.270588	0.239216	0	0.003922	0.390196	0.001961	0.023529	1	1.103968	0.399537	1.839447	0.217205	28.59901	0.002516
297	0.012846	0	0.347196	0.652804	0.018189	0.004305	0.018986	0	0.016799	0.024827	0.001347	0.004745	0.001201	0.004217	0.005015	0.006027	0.010001	0.007459	0.004541	0.000983	null	null	null	null	null	null	null	null	null	null	3.151524	6.068477	3.157215	14.302134	null	null	3.075572	8.160762	3.310519	14.302134	2.885931	3.529299	3.227458	5.181957	2.918527	3.898043	3.211263	5.977967	3.13921	5.649853	3.16418	5.012667	3.189407	6.063588	3.153909	5.548019	3.089982	6.068477	3.075167	4.566723	0.987154	0.038143	0.134328	0.033997	0.118574	0.140962	0.11194	0.185738	0.138474	0.080431	0.017413	1	0.827393	0.197968	1.905148	0.103912	14.302134	0.01653
298	0.041315	0	0.502005	0.497995	0.013324	0.010141	0.013506	0	0.00913	0.025576	0.000059	0.001289	0.001904	0.023092	0.018525	0.01616	0.011743	0.011211	0.008099	0.012645	null	null	null	null	null	null	null	null	null	null	3.310678	10.93277	3.338408	19.570356	null	null	3.184148	19.570356	3.493188	15.972225	2.631179	2.68664	2.925818	3.988361	3.211409	4.594618	3.381335	10.462633	3.517397	10.93277	3.168086	7.270039	3.16062	5.496664	3.061694	6.71116	3.674579	5.855688	3.052254	6.720043	0.958685	0.000704	0.015488	0.022879	0.275607	0.221049	0.12742	0.092573	0.088349	0.060894	0.095037	1	0.918073	-0.035263	1.283573	-0.027473	19.570356	0.011653
299	0.004566	0	0.545803	0.454197	0.021048	0.001771	0.022154	0	0.013629	0.045513	0.000351	0.001406	0.000117	0.003509	0.001062	0.008259	0.00125	0.000491	0.002013	0.000468	null	null	null	null	null	null	null	null	null	null	3.063784	6.745833	3.507902	15.667478	null	null	3.233647	12.577045	3.735684	15.667478	3.125124	4.261057	2.850104	4.112555	2.795038	3.286573	3.338898	6.745833	2.952985	5.094438	3.00952	5.548175	3.072225	4.610738	2.871788	3.463517	2.899359	4.652304	3.146829	4.589465	0.995434	0.024194	0.096774	0.008065	0.239919	0.072581	0.372984	0.056452	0.022177	0.086694	0.020161	1	0.885542	1.662308	3.23387	0.514031	15.749041	0.034778

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