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

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train · 73.7k rows

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latent int64 0 73.7k	lmsys_ctrl_% float64 0 1 ⌀	lmsys_bos_% float64 0 1 ⌀	lmsys_user_% float64 0 1 ⌀	lmsys_assistant_% float64 0 1 ⌀	lmsys_freq float64 0 0.51	lmsys_ctrl_freq float64 0 0.69	lmsys_non_ctrl_freq float64 0 0.51	lmsys_assistant_freq float64 0 0.54	lmsys_user_freq float64 0 0.99	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_% 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 2.24 121 ⌀	ctrl_max float64 2.24 340 ⌀	non_ctrl_mean float64 2.24 90.3 ⌀	non_ctrl_max float64 2.24 153 ⌀	bos_mean float64 2.25 351 ⌀	bos_max float64 2.25 351 ⌀	assistant_mean float64 2.24 64.9 ⌀	assistant_max float64 2.24 153 ⌀	user_mean float64 2.24 92.5 ⌀	user_max float64 2.24 123 ⌀	ctrl_1_mean float64 2.24 161 ⌀	ctrl_1_max float64 2.24 260 ⌀	ctrl_2_mean float64 2.24 276 ⌀	ctrl_2_max float64 2.24 340 ⌀	ctrl_3_mean float64 2.24 200 ⌀	ctrl_3_max float64 2.24 326 ⌀	ctrl_4_mean float64 2.24 66.6 ⌀	ctrl_4_max float64 2.24 171 ⌀	ctrl_5_mean float64 2.24 67.6 ⌀	ctrl_5_max float64 2.24 104 ⌀	ctrl_6_mean float64 2.24 79.5 ⌀	ctrl_6_max float64 2.24 140 ⌀	ctrl_7_mean float64 2.24 76.7 ⌀	ctrl_7_max float64 2.24 159 ⌀	ctrl_8_mean float64 2.24 47.1 ⌀	ctrl_8_max float64 2.24 96.4 ⌀	ctrl_9_mean float64 2.24 67.8 ⌀	ctrl_9_max float64 2.24 95.1 ⌀	ctrl_10_mean float64 2.24 69 ⌀	ctrl_10_max float64 2.24 75.3 ⌀	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 0.71 2.51	max_act_val float64 0 351	freq_val float64 0 0.67	beta_activation_base float64 -186.42 19.8 ⌀	beta_activation_chat float64 -231.65 5.57 ⌀	beta_activation_ratio float64 -66,013.22 105k ⌀
73,700	0.003235	0	0.776287	0.223713	0.000898	0.000054	0.000947	0.000287	0.002766	0	0.000088	0.000029	0	0.000029	0	0.000134	0.000045	0	0.000281	null	null	null	null	null	null	null	null	null	null	2.621388	3.870235	3.771612	15.228455	null	null	3.195825	8.601493	3.937544	16.02621	null	null	2.397588	2.486529	2.257497	2.257497	null	null	2.319067	2.319067	null	null	2.486323	2.652925	3.104219	3.104219	null	null	2.831383	3.870235	0.996765	0	0.2	0.066667	0	0.066667	0	0.2	0.066667	0	0.4	1	1.207508	16.026211	0.000819	-2.608464	-4.712014	0.553577
73,701	0.000692	0	0.921025	0.078975	0.00056	0.000007	0.000591	0.000063	0.00205	0	0.000059	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	2.974925	3.08817	3.99047	18.364483	null	null	2.927009	5.734871	4.081658	18.364483	null	null	2.974925	3.08817	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0.999308	0	1	0	0	0	0	0	0	0	0	1	1.084549	18.364483	0.000508	-1.442048	-4.127321	0.349391
73,702	0	0	0.931034	0.068966	0.000011	0	0.000012	0.000001	0.000042	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	10.988086	44.554333	null	null	2.590543	3.152185	11.610126	44.554333	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	1.550293	44.554333	0.000007	0.137672	-0.832742	-0.165323
73,703	0.03341	0	0.323316	0.676684	0.002268	0.001396	0.002318	0.002124	0.00282	0	0	0.000322	0.001563	0.003805	0.000804	0.000491	0.004154	0.000094	0.003466	null	null	null	null	null	null	null	null	null	null	3.449641	14.545861	3.154359	18.956955	null	null	3.047347	14.858041	3.378021	18.956955	null	null	null	null	2.490047	2.818448	3.949097	10.513126	3.73414	14.545861	3.847721	7.810441	3.143512	5.200351	3.134051	8.313231	2.588018	2.702417	3.107193	7.936636	0.96659	0	0	0.028133	0.13555	0.329923	0.046036	0.028133	0.237852	0.005115	0.189258	1	0.924072	18.956955	0.002127	-2.180265	-4.061571	0.536803
73,704	0.004074	0	0.115182	0.884818	0.003995	0.0003	0.004207	0.005044	0.001825	0.000029	0.000059	0	0.000177	0.000118	0	0.001741	0.000402	0.000749	0.000328	null	null	null	null	null	null	null	null	null	null	3.028174	6.527387	3.210608	13.930409	null	null	3.226794	13.930409	3.085051	13.852286	2.860796	2.860797	2.389059	2.465467	null	null	3.652681	5.756641	3.101703	4.361105	null	null	2.83357	4.306713	2.994121	4.946912	3.03095	6.527387	3.779043	4.794045	0.995926	0.011905	0.02381	0	0.071429	0.047619	0	0.464286	0.107143	0.190476	0.083333	1	0.916033	15.172307	0.004517	-0.623246	-2.315507	0.269162
73,705	0.035252	0	0.812826	0.187174	0.000269	0.000175	0.000275	0.00007	0.00084	0	0	0	0.000029	0.001121	0.000045	0	0.000223	0	0.000187	null	null	null	null	null	null	null	null	null	null	2.95374	6.475775	2.941901	6.644723	null	null	2.815331	5.629176	2.971047	6.644723	null	null	null	null	null	null	2.669756	2.669756	3.03678	6.475775	2.268334	2.268334	null	null	2.928698	3.928876	null	null	2.43851	2.810746	0.964748	0	0	0	0.020408	0.77551	0.020408	0	0.102041	0	0.081633	1	1.22326	7.269809	0.000217	0.541175	-1.196023	-0.452478
73,706	0.152174	0	0.16018	0.83982	0.000152	0.000425	0.000136	0.000156	0.000082	0.000059	0	0	0.000914	0.000855	0.000179	0.000223	0.001608	0.000234	0.000328	null	null	null	null	null	null	null	null	null	null	6.547784	29.807909	5.088487	23.866585	null	null	4.983293	22.81453	5.611413	23.866585	2.288523	2.308317	null	null	null	null	7.890767	26.050745	8.034848	29.807909	4.776634	8.580134	3.781872	6.089288	4.898564	18.416344	4.476403	9.488322	8.605525	23.432951	0.847826	0.016807	0	0	0.260504	0.243697	0.033613	0.042017	0.302521	0.042017	0.058824	1	1.280216	29.807909	0.000096	-0.804097	-2.541282	0.316414
73,707	0	0	0.931034	0.068966	0.000006	0	0.000006	0.000001	0.000021	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	11.954079	52.221916	null	null	2.828994	3.112275	12.630011	52.221916	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	1.723619	52.221916	0.000003	0.1951	-1.122157	-0.173862
73,708	0	0	0.882353	0.117647	0.000007	0	0.000007	0.000001	0.000023	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	10.198509	18.907545	null	null	3.089541	4.336515	11.146372	18.907545	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	1.413439	23.619955	0.000005	-0.020279	-1.420157	0.01428
73,709	0	0	0.120654	0.879346	0.000284	0	0.000301	0.000358	0.000136	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	4.782847	20.46578	null	null	4.936772	20.46578	3.661017	6.364202	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	1.317048	23.655642	0.000157	0.611986	-1.444317	-0.42372
73,710	0.005386	0	0.055889	0.944111	0.000324	0.000032	0.000341	0.000436	0.000072	0	0	0	0	0.000029	0	0.000045	0.000179	0.000094	0.000047	null	null	null	null	null	null	null	null	null	null	2.927556	3.759564	4.033386	18.058977	null	null	4.074869	18.058977	3.312226	9.549708	null	null	null	null	null	null	null	null	2.536956	2.536956	null	null	2.610747	2.610747	3.03201	3.759564	3.084108	3.313165	2.904047	2.904047	0.994614	0	0	0	0	0.111111	0	0.111111	0.444444	0.222222	0.111111	1	1.23204	18.058977	0.000174	-1.609587	-4.05889	0.396558
73,711	0	0	0	1	0	0	0	0.000001	0	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	6.218898	6.923461	null	null	6.218898	6.923461	null	null	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	1.137545	6.923461	0	-0.387584	-1.127765	0.343675
73,712	0.780658	0	0.244344	0.755656	0.000194	0.002795	0.000045	0.000046	0.000042	0.000029	0	0.000293	0.000088	0.000029	0.000357	0.000134	0.033723	0.000047	0.000047	null	null	null	null	null	null	null	null	null	null	5.366062	19.71591	3.440995	11.076346	null	null	3.467684	11.076346	3.339514	10.954854	3.155301	3.155301	null	null	3.05153	5.009502	2.677709	3.026956	4.01586	4.01586	3.30954	4.295269	3.519164	4.165189	5.441201	19.71591	2.418027	2.418027	8.348361	8.348361	0.219342	0.001277	0	0.012771	0.003831	0.001277	0.010217	0.003831	0.96424	0.001277	0.001277	1	1.161131	19.71591	0.000112	1.535675	-0.26698	-5.752014
73,713	0	0	0	1	0	0	0	0.000001	0	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	2.5555	2.507394	null	null	2.5555	2.507394	null	null	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	1.103603	3.469879	0.000001	0.524718	-1.628777	-0.322155
73,714	0	0	0	1	0	0	0	0.000001	0	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	4.34546	6.012308	null	null	4.34546	6.012308	null	null	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	1.130909	6.012308	0	0.226479	-0.566007	-0.400134
73,715	0	0	0.92	0.08	0.000005	0	0.000005	0.000001	0.000018	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	9.909979	28.68465	null	null	3.18713	4.082978	10.494574	28.68465	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	1.349994	30.973812	0.000007	0.343363	-1.45308	-0.2363
73,716	0.000936	0	0.172963	0.827037	0.000621	0.000011	0.000656	0.000735	0.000427	0	0	0.000059	0	0.000029	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	5.02213	9.99953	4.0101	12.910286	null	null	4.031689	12.910286	3.906868	13.330605	null	null	null	null	2.53343	2.55057	null	null	9.99953	9.99953	null	null	null	null	null	null	null	null	null	null	0.999064	0	0	0.666667	0	0.333333	0	0	0	0	0	1	1.228	13.330605	0.000506	-2.027718	-4.246995	0.477448
73,717	0.019564	0	0.261645	0.738355	0.058452	0.021068	0.060597	0.060601	0.059675	0.002167	0.004159	0.0116	0.010234	0.051178	0.00875	0.028441	0.057263	0.00529	0.045895	null	null	null	null	null	null	null	null	null	null	3.668476	15.214661	4.122312	33.31325	null	null	4.01745	33.31325	4.416684	28.598724	2.878452	4.858454	3.636149	9.254251	3.304188	10.828566	3.150126	7.867623	4.022845	15.214661	2.843002	5.038011	3.483723	9.501746	3.745911	11.434423	3.063694	7.262957	3.6898	11.593953	0.980436	0.012538	0.02406	0.067096	0.058794	0.293968	0.033209	0.10793	0.217215	0.019146	0.166045	1	0.979021	33.313251	0.03618	3.112748	1.702989	1.827814
73,718	0.884375	0	0.378378	0.621622	0.000062	0.00101	0.000008	0.000006	0.000011	0	0	0.000146	0	0.006755	0	0	0.000045	0	0.002248	null	null	null	null	null	null	null	null	null	null	7.251587	31.307055	3.233005	5.462188	null	null	3.054215	4.557735	3.526731	5.462188	null	null	null	null	3.112114	3.454434	null	null	8.016981	31.307055	null	null	null	null	2.293477	2.293477	null	null	4.134513	7.751175	0.115625	0	0	0.017668	0	0.809187	0	0	0.003534	0	0.169611	1	1.14734	31.307055	0.000038	2.638704	-0.30537	-8.640992
73,719	null	null	null	null	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	1	1.104423	3.922853	0.000002	1.89555	2.59074	0.731664
73,720	0	0	0.867647	0.132353	0.000013	0	0.000014	0.000002	0.000045	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	21.109482	53.8034	null	null	2.791774	3.491102	23.903709	53.8034	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	1.502026	53.803398	0.000014	0.272515	-1.366232	-0.199465
73,721	0	0	0.793103	0.206897	0.000011	0	0.000012	0.000003	0.000035	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	6.933026	41.781097	null	null	3.621933	7.138334	7.796789	41.781097	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	1.579051	42.204021	0.000012	-0.574693	-2.031825	0.282846
73,722	0.014493	0	0.955882	0.044118	0.000027	0.000007	0.000028	0.000002	0.0001	0	0	0	0.000059	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	6.271148	6.464394	9.010353	47.563107	null	null	3.739634	5.851378	9.253617	47.563107	null	null	null	null	null	null	6.271148	6.464394	null	null	null	null	null	null	null	null	null	null	null	null	0.985507	0	0	0	1	0	0	0	0	0	0	1	1.425967	47.563107	0.000014	0.969338	-0.637026	-1.521661
73,723	null	null	null	null	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	1	1.052449	2.986972	0	0.785586	-1.151304	-0.682345
73,724	0.77095	0	0.114187	0.885813	0.000243	0.003448	0.000059	0.000071	0.000025	0.000205	0	0	0.000914	0.000206	0.001652	0.031299	0.007325	0.000094	0.000796	null	null	null	null	null	null	null	null	null	null	8.403728	48.24971	5.071836	21.223328	null	null	5.218976	21.223328	3.848341	7.669148	4.597671	7.387729	null	null	null	null	6.412611	13.836206	3.10008	3.783815	5.635952	11.065687	9.191426	48.24971	6.90886	24.526272	3.717993	4.285813	4.300994	7.46556	0.22905	0.007246	0	0	0.032091	0.007246	0.038302	0.725673	0.169772	0.00207	0.017598	1	1.281826	48.24971	0.00013	-0.192958	-3.078981	0.06267
73,725	0.001604	0	0.948193	0.051807	0.000483	0.000014	0.00051	0.000036	0.00182	0	0	0	0	0.000088	0	0.000045	0	0	0	null	null	null	null	null	null	null	null	null	null	3.446886	4.706857	4.821705	22.446735	null	null	3.024424	10.238338	4.919904	22.446735	null	null	null	null	null	null	null	null	3.798589	4.706857	null	null	2.391775	2.391775	null	null	null	null	null	null	0.998396	0	0	0	0	0.75	0	0.25	0	0	0	1	1.127932	22.446735	0.000269	2.671674	-0.278853	-9.580931
73,726	0.058806	0	0.760495	0.239505	0.000633	0.000685	0.00063	0.000204	0.001801	0	0	0	0.003097	0.001858	0.000804	0	0	0	0.000281	null	null	null	null	null	null	null	null	null	null	4.332562	16.55684	4.094159	25.191292	null	null	3.296698	15.960446	4.345306	25.191292	null	null	null	null	null	null	4.981341	16.55684	3.675423	8.781209	3.427501	10.098207	null	null	null	null	null	null	2.594072	3.008313	0.941194	0	0	0	0.546875	0.328125	0.09375	0	0	0	0.03125	1	1.086593	25.191292	0.000487	-2.016624	-4.458181	0.452342
73,727	0	0	0.013333	0.986667	0.000073	0	0.000077	0.000103	0.000004	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	8.35894	48.59883	null	null	8.433916	48.59883	2.810729	4.27744	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	1.41851	48.598831	0.00004	0.633943	-1.381146	-0.458998

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