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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
300	0.094098	0	0.481353	0.518647	0.01521	0.026369	0.01457	0	0.010277	0.026504	0.000527	0.001464	0.003134	0.035803	0.07221	0.017767	0.018038	0.050607	0.014887	0.060741	null	null	null	null	null	null	null	null	null	null	3.428726	10.084828	3.257246	16.740263	null	null	3.202424	13.675232	3.313848	16.740263	2.697904	3.529006	2.984613	3.788478	3.012128	5.485089	3.488646	8.442887	3.681627	10.084828	3.148442	6.094121	3.094223	5.259467	3.387389	8.537971	2.990528	5.443371	3.290688	7.13031	0.905902	0.002437	0.006769	0.014485	0.164343	0.331393	0.053878	0.054691	0.153378	0.043049	0.175579	1	0.91788	-0.347506	0.893649	-0.388862	16.740263	0.022493
301	0.139409	0	0.341778	0.658222	0.067208	0.172619	0.061158	0	0.055506	0.080089	0.069406	0.029084	0.063593	0.177893	0.213504	0.291773	0.245122	0.251429	0.25701	0.300098	null	null	null	null	null	null	null	null	null	null	8.194778	36.60727	5.42276	46.692142	null	null	6.016636	46.692142	4.422656	37.76435	6.345657	15.671405	4.113494	11.849572	4.576902	15.410945	7.913428	35.719963	6.948219	33.692074	7.602975	28.41697	10.722907	34.0538	10.239901	36.798706	8.140994	23.86413	9.096947	36.11217	0.860591	0.04901	0.020535	0.044895	0.124739	0.149678	0.135161	0.113531	0.116405	0.113531	0.132514	1	0.967446	0.779734	2.465478	0.316261	46.692142	0.047853
302	0.071078	0	0.588945	0.411055	0.021938	0.028729	0.021548	0	0.012044	0.047954	0.000586	0.002021	0.013504	0.042763	0.05929	0.031829	0.040363	0.061551	0.021254	0.027584	null	null	null	null	null	null	null	null	null	null	3.651685	16.490723	3.82379	30.544743	null	null	3.579522	29.506035	3.988862	28.310347	3.147962	4.073899	3.130814	7.393716	3.639159	11.135695	3.515959	10.305787	3.562182	13.390593	3.403449	8.363616	4.149875	16.490723	4.127284	18.81691	3.081649	8.36386	3.241743	6.071927	0.928922	0.002485	0.008574	0.057281	0.180169	0.249751	0.088593	0.112326	0.171223	0.056412	0.073186	1	0.891298	-0.549008	0.929991	-0.590336	32.554371	0.014833
303	0.210515	0	0.517089	0.482911	0.019831	0.076912	0.016554	0	0.010852	0.032291	0.001991	0.002285	0.379419	0.044385	0.097077	0.020401	0.014645	0.051992	0.009925	0.069779	null	null	null	null	null	null	null	null	null	null	4.589853	11.778242	3.283796	10.821707	null	null	3.196155	10.821707	3.364334	10.79689	2.982949	4.434875	2.907541	4.728234	5.279615	5.311074	3.433301	7.507868	3.90038	11.778242	3.194956	6.073172	3.155077	6.358683	3.391358	9.482986	3.024799	5.656648	3.348639	8.156461	0.789485	0.003156	0.00362	0.601179	0.069851	0.152743	0.02121	0.015223	0.054024	0.009839	0.069154	1	0.914878	-0.411976	0.742341	-0.554969	11.778242	0.020689
304	0.781398	0	0.388147	0.611853	0.003752	0.054013	0.000867	0	0.000725	0.001277	0.000264	0.000879	0	0.002448	0.00115	0.002098	0.638032	0.024075	0.001685	0.002716	null	null	null	null	null	null	null	null	null	null	11.89005	56.171047	3.238629	8.847289	null	null	3.142128	8.763146	3.389554	8.847289	2.992155	4.212889	3.090659	4.689038	null	null	3.320879	6.458508	3.286733	5.317174	3.261692	5.969943	12.386613	56.171047	3.59037	8.54199	3.183748	5.277334	3.052744	4.908922	0.218602	0.000595	0.001983	0	0.005485	0.002577	0.003106	0.944419	0.035622	0.002379	0.003833	1	1.098305	-0.252695	1.636839	-0.15438	56.171047	0.003059
305	0.032756	0	0.309467	0.690533	0.028611	0.017267	0.029263	0	0.027547	0.034306	0.016224	0.000967	0.000557	0.02495	0.021445	0.038659	0.006742	0.019832	0.046018	0.010022	null	null	null	null	null	null	null	null	null	null	4.417425	14.123632	4.225954	39.41152	null	null	4.419141	46.53817	3.79839	26.409771	5.497142	16.471077	3.105938	4.853928	3.092828	5.528837	4.531002	13.31118	3.530473	10.417636	5.204416	17.0292	3.424913	9.26277	3.927317	11.800536	4.384649	14.53814	3.189275	6.055467	0.967244	0.114534	0.006822	0.003928	0.174902	0.1503	0.179037	0.031218	0.091792	0.203225	0.044242	1	1.013618	1.728157	2.821898	0.61241	46.53817	0.030788
306	0.692612	0	0.249661	0.750339	0.008618	0.109968	0.002801	0	0.005062	0.00468	0.097285	0.003573	0.000146	0.29524	0.007138	0.268336	0.010091	0.001653	0.498525	0.008477	null	null	null	null	null	null	null	null	null	null	8.317502	36.91261	3.119745	8.832367	null	null	6.610529	36.91261	3.176681	8.752442	5.520924	15.914499	3.165982	5.250078	2.79211	3.16147	10.377671	33.36871	3.391845	6.00144	5.661728	19.744043	3.412965	6.367595	3.345763	5.733821	9.134303	36.91261	3.191223	6.471435	0.307388	0.107836	0.00396	0.000162	0.324969	0.007856	0.195124	0.007336	0.001201	0.345679	0.005875	1	0.991082	-1.42889	0.533943	-2.676111	39.36142	0.006571
307	0.225309	0	0.54989	0.45011	0.020483	0.085026	0.016779	0	0.010387	0.035263	0.004012	0.000908	0.00167	0.161407	0.122533	0.284809	0.03304	0.103493	0.060625	0.151501	null	null	null	null	null	null	null	null	null	null	4.138534	17.723606	3.282167	13.793958	null	null	3.164311	12.120658	3.387925	13.793958	3.45661	7.637939	3.141631	4.327849	3.346959	5.50026	4.360587	17.481947	3.869053	10.670163	4.778781	17.723606	3.298658	8.084646	3.631953	10.787534	3.610211	12.120658	3.665035	10.384872	0.774691	0.005752	0.001301	0.002393	0.229775	0.174399	0.267853	0.031068	0.097275	0.054368	0.135816	1	0.882966	0.327388	1.693083	0.193368	17.723606	0.019443
308	0.075697	0	0.566454	0.433546	0.013533	0.018873	0.013226	0	0.007819	0.028388	0.000761	0.000498	0.001465	0.041908	0.05342	0.013303	0.00768	0.010988	0.021441	0.036903	null	null	null	null	null	null	null	null	null	null	3.416542	10.945698	3.262906	25.168911	null	null	3.075751	11.718136	3.403911	25.168911	2.835351	3.567507	2.929334	3.646742	2.970655	3.941524	3.727061	10.945698	3.473652	9.155808	3.064751	5.469244	3.257274	5.72326	3.096631	5.453503	3.082938	6.661932	3.244879	6.168256	0.924303	0.004918	0.003215	0.009457	0.268772	0.342538	0.056365	0.032533	0.046529	0.086628	0.149045	1	0.943306	-0.143478	0.95029	-0.150983	25.168911	0.016063
309	0.059527	0	0.385131	0.614869	0.019552	0.021443	0.019444	0	0.016258	0.028299	0.00287	0.001113	0.00454	0.032264	0.052948	0.012366	0.020315	0.037029	0.019662	0.03962	null	null	null	null	null	null	null	null	null	null	4.828136	49.597755	4.08387	40.174416	null	null	4.100213	40.174416	4.071383	39.30213	5.158774	8.893763	3.213086	6.330239	3.159227	7.464208	5.20841	49.597755	5.426528	45.419144	3.804132	14.443822	4.164773	19.199528	4.502656	29.695406	5.27294	26.103016	4.196931	48.655075	0.940473	0.016314	0.006326	0.025803	0.182121	0.298818	0.046113	0.075745	0.138006	0.069918	0.140836	1	0.952484	1.166034	2.517293	0.46321	49.597755	0.015246
310	0.000724	0	0.075426	0.924574	0.015525	0.000207	0.016404	0	0.020537	0.004656	0	0.000146	0.000088	0.000177	0.000118	0.000804	0.000089	0.000268	0.000468	0.000187	null	null	null	null	null	null	null	null	null	null	3.1684	5.499063	4.682071	19.347885	null	null	4.770046	19.347885	3.601155	14.273425	null	null	2.752615	2.983868	3.37343	4.0516	2.865927	3.30608	3.197773	3.715743	3.075605	4.361523	3.349931	3.586675	3.916185	5.499063	3.157938	4.168048	3.189993	3.756319	0.999276	0	0.086207	0.051724	0.103448	0.068966	0.310345	0.034483	0.103448	0.172414	0.068966	1	1.044555	1.134772	3.019864	0.375769	19.694729	0.010858
311	0.064762	0	0.517143	0.482857	0.012978	0.015485	0.012835	0	0.008415	0.025043	0.000937	0.000586	0.002138	0.032116	0.048229	0.017678	0.009599	0.012685	0.008333	0.019482	null	null	null	null	null	null	null	null	null	null	3.337709	7.855539	3.302815	19.527822	null	null	3.312655	19.527822	3.292595	17.541897	2.867847	3.591254	2.995722	4.042667	3.096109	5.000204	3.347862	7.341078	3.527614	7.855539	3.035252	5.896923	3.236978	6.329367	3.215729	5.788052	3.114467	5.320911	3.178506	6.178744	0.935238	0.007377	0.00461	0.016828	0.251037	0.376902	0.091286	0.049562	0.065468	0.041033	0.095897	1	0.915058	-0.398547	0.873528	-0.45625	19.527822	0.013058
312	0.002359	0	0.319805	0.680195	0.009447	0.000411	0.009966	0	0.009182	0.011996	0	0.000293	0	0.000265	0.001298	0	0	0.001072	0.000983	0.000328	null	null	null	null	null	null	null	null	null	null	3.071391	5.012439	5.257618	23.614552	null	null	5.266977	17.60985	5.234838	23.614552	null	null	3.00609	4.063525	null	null	3.090396	3.754166	3.090018	5.012439	null	null	null	null	3.041892	4.568604	3.126245	4.504036	2.959741	3.484042	0.997641	0	0.086957	0	0.078261	0.382609	0	0	0.208696	0.182609	0.06087	1	1.165185	2.594541	3.788108	0.684917	23.614552	0.007571
313	0.044554	0	0.240791	0.759209	0.010702	0.008785	0.010812	0	0.0112	0.009871	0.000761	0.001172	0.001699	0.005515	0.017846	0.003348	0.004018	0.01675	0.0191	0.027959	null	null	null	null	null	null	null	null	null	null	3.45068	12.393898	4.337789	38.046047	null	null	4.477501	38.046047	3.883766	19.26365	3.344852	6.794823	3.024261	3.968948	2.976669	4.60429	3.671579	11.558419	3.428902	7.442483	3.154527	5.720468	2.995001	4.203489	3.191179	6.814469	3.913579	12.393898	3.43534	9.623002	0.955446	0.010565	0.016254	0.023568	0.075985	0.245835	0.030475	0.03657	0.152377	0.165786	0.242584	1	0.93098	-0.366238	1.246483	-0.293817	38.046047	0.007994
314	0.101371	0	0.344332	0.655668	0.018024	0.033662	0.017126	0	0.015291	0.022314	0.000146	0.000205	0.000293	0.039814	0.038789	0.006741	0.085592	0.175004	0.022377	0.013066	null	null	null	null	null	null	null	null	null	null	4.546235	23.418514	3.739724	32.052933	null	null	3.864318	29.626453	3.4961	17.04943	3.46473	4.379081	2.751112	3.863672	2.857075	3.282547	3.679067	15.625976	3.839945	13.68632	3.157011	6.562856	3.92698	12.05296	5.667362	23.418514	3.353642	11.020911	3.50209	13.912901	0.898629	0.00053	0.000742	0.00106	0.14316	0.139449	0.016013	0.203287	0.415483	0.050689	0.029586	1	0.880391	0.899596	2.390853	0.376266	32.052933	0.015296
315	0.018662	0	0.384538	0.615462	0.01357	0.004666	0.014081	0	0.011755	0.020409	0.001728	0.001435	0.007059	0.004601	0.007227	0.007276	0.0025	0.001742	0.005899	0.008102	null	null	null	null	null	null	null	null	null	null	3.466815	8.475385	4.474256	31.70758	null	null	4.665701	29.178814	4.163658	30.230669	3.172019	4.575449	3.160109	5.762123	3.622307	9.202471	3.376898	6.351057	3.563653	7.436818	3.49733	5.817261	3.063842	4.772041	3.355455	5.692743	3.594591	8.475385	3.41529	6.723926	0.981338	0.045142	0.03749	0.184392	0.119357	0.187452	0.124713	0.042846	0.029839	0.096404	0.132364	1	1.06198	0.626587	1.824222	0.343482	34.972149	0.011441
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396	0.044955	0	0.689509	0.310491	0.03345	0.027704	0.033779	0	0.014223	0.087772	0.005681	0.001787	0.000791	0.096968	0.048907	0.02299	0.00384	0.028229	0.012453	0.048424	null	null	null	null	null	null	null	null	null	null	3.76718	16.777346	3.690411	23.927021	null	null	3.177393	11.644305	3.920185	23.927021	2.983517	4.575839	2.86333	4.271317	3.264535	3.874439	4.259857	16.777346	3.623724	11.134151	3.193687	7.95172	3.083783	5.373652	3.237342	7.095583	3.158996	5.833139	3.466809	9.008486	0.955045	0.024997	0.00786	0.003479	0.423657	0.213632	0.066357	0.011081	0.081433	0.034274	0.13323	1	0.905041	1.048799	2.413042	0.434638	24.631702	0.038324
397	0.012308	0	0.406225	0.593775	0.005085	0.001153	0.005311	0	0.004271	0.008119	0	0.000205	0	0.000944	0.003894	0.000357	0.00125	0.003395	0.000375	0.001499	null	null	null	null	null	null	null	null	null	null	3.099293	5.768508	3.931612	34.791897	null	null	4.124389	34.791897	3.649211	10.964561	null	null	2.795223	3.432159	null	null	3.222274	5.60765	3.15271	5.768508	2.830903	3.49651	3.008766	4.160991	3.124206	5.571579	3.115693	4.259954	2.905528	4.079338	0.987692	0	0.021672	0	0.099071	0.408669	0.024768	0.086687	0.235294	0.024768	0.099071	1	1.028344	0.211247	1.391051	0.151861	34.791897	0.00437
398	0.08795	0	0.507199	0.492801	0.009713	0.015739	0.009367	0	0.006304	0.018029	0.002987	0.004364	0.002929	0.034328	0.021445	0.027409	0.01018	0.020859	0.018445	0.02173	null	null	null	null	null	null	null	null	null	null	3.21813	7.725882	3.410064	19.179842	null	null	3.249746	19.179842	3.561553	18.7896	2.900343	3.883896	3.121102	5.751424	2.957981	5.124319	3.233727	6.289163	3.361054	7.725882	3.140958	5.88772	3.427021	7.045767	3.158068	5.719751	3.156141	6.938871	3.22471	5.825684	0.91205	0.023134	0.033795	0.022681	0.264005	0.16489	0.139261	0.051712	0.10592	0.089363	0.105239	1	0.915701	-0.491901	0.902738	-0.544899	19.179842	0.008713
399	0.426803	0.165302	0.481251	0.518749	0.012523	0.098473	0.00759	1	0.005349	0.013791	0.000527	0.379181	0.377281	0.009201	0.015073	0.005759	0.002545	0.008353	0.005992	0.019576	null	null	null	null	null	null	null	null	null	null	3.501896	4.418824	3.319364	18.634493	9.617583	9.617598	3.029124	7.76696	3.630458	18.634493	2.882477	3.834094	3.764844	4.728413	3.273987	3.704815	3.254609	5.973868	3.331522	6.494346	3.084949	5.660922	3.256243	4.774527	3.184692	6.352886	3.073274	5.180148	3.235558	7.448447	0.573197	0.000653	0.469296	0.466904	0.01131	0.018524	0.004676	0.002066	0.006779	0.00464	0.015153	1	0.947522	4.213139	6.093754	0.691386	18.634493	0.015422

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