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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_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_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_% 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 2.34 118 ⌀	ctrl_max float64 2.34 410 ⌀	non_ctrl_mean float64 2.57 68.6	non_ctrl_max float64 3.01 171	bos_mean float64 2.37 390 ⌀	bos_max float64 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
200	0.05836	0.596467	0.403533	0.00322	0.003463	0.003206	0.001761	0.007235	0	0.000498	0.000176	0.015955	0.001976	0.004732	0.003438	0.001965	0.003979	0.001264	null	null	null	null	null	null	null	null	null	null	2.953841	6.7909	2.835564	7.568289	null	null	2.755275	7.568289	2.89018	7.207375	null	null	2.868747	3.93159	2.890803	3.355727	3.024728	6.132767	2.978098	6.7909	2.778901	4.522653	2.84632	4.51516	2.932635	4.200469	2.868285	5.555676	2.838197	3.695999	0.94164	0	0.017526	0.006186	0.557732	0.069072	0.109278	0.079381	0.045361	0.087629	0.027835	1	0.841205	0.355943	2.064327	0.172426	7.656028	0.004088
201	0.047416	0.526669	0.473331	0.003457	0.00302	0.003482	0.002233	0.006903	0.000146	0.000205	0.000146	0.004748	0.002242	0.00317	0.003349	0.014427	0.000421	0.005339	null	null	null	null	null	null	null	null	null	null	2.97874	6.483375	2.827908	7.293586	null	null	2.768849	7.293586	2.881252	6.577763	2.457893	2.576699	2.803303	3.509034	2.69195	3.054177	3.04517	6.483375	2.95202	5.195355	2.901685	3.96553	2.899517	4.20852	3.048912	5.919488	3.093109	4.687065	2.841194	5.663813	0.952584	0.00591	0.008274	0.00591	0.190307	0.089835	0.083924	0.088652	0.381797	0.010638	0.134752	1	0.832902	-0.259347	1.222333	-0.212174	7.460194	0.005605
202	0.006897	0.892361	0.107639	0.000056	0.000007	0.000059	0.000009	0.000198	0	0	0	0	0.000059	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	3.466372	4.229627	35.563519	53.091938	null	null	2.881345	5.554017	39.505727	53.091938	null	null	null	null	null	null	null	null	3.466372	4.229627	null	null	null	null	null	null	null	null	null	null	0.993103	0	0	0	0	1	0	0	0	0	0	1	1.411201	-0.843482	0.794498	-1.061654	53.091938	0.000041
203	0.003453	0.807023	0.192977	0.002525	0.000161	0.00266	0.000695	0.008078	0.000029	0	0	0	0.000531	0	0.000179	0.000893	0	0.000094	null	null	null	null	null	null	null	null	null	null	2.828206	4.205758	4.583357	27.33286	null	null	3.403125	11.948853	4.865577	27.33286	2.630401	2.630401	null	null	null	null	null	null	2.789903	3.521271	null	null	2.766121	3.772615	2.853192	4.205758	null	null	3.146147	3.713556	0.996547	0.022222	0	0	0	0.4	0	0.088889	0.444444	0	0.044444	1	1.116623	-0.694063	1.102164	-0.629727	27.332861	0.009464
204	0.001134	0.16542	0.83458	0.003759	0.000079	0.003971	0.004487	0.002471	0	0	0	0	0.000147	0	0	0.000134	0	0.000656	null	null	null	null	null	null	null	null	null	null	2.907888	5.739457	4.339587	19.551174	null	null	4.408701	19.551174	3.990895	15.597178	null	null	null	null	null	null	null	null	2.653698	3.065821	null	null	null	null	2.595843	2.883237	null	null	3.065537	5.739457	0.998866	0	0	0	0	0.227273	0	0	0.136364	0	0.636364	1	1.1807	2.462235	4.460594	0.551997	19.551174	0.00233
205	0	0.899628	0.100372	0.000156	0	0.000165	0.000022	0.00056	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	7.901472	30.05217	null	null	2.872485	5.285615	8.462557	30.05217	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	1.274707	-0.019436	1.410207	-0.013782	30.05217	0.000149
206	0.000524	0.014669	0.985331	0.00666	0.000064	0.007039	0.009391	0.000388	0	0.000088	0	0	0.000265	0	0	0.000268	0	0	null	null	null	null	null	null	null	null	null	null	2.939675	3.924035	3.25034	14.15534	null	null	3.255966	14.15534	2.872461	5.449737	null	null	2.971857	2.715395	null	null	null	null	2.937082	3.924035	null	null	null	null	2.927473	3.508932	null	null	null	null	0.999476	0	0.166667	0	0	0.5	0	0	0.333333	0	0	1	0.86786	1.068829	3.270104	0.326848	14.15534	0.003974
207	0.044929	0.313001	0.686999	0.012191	0.010091	0.012312	0.0115	0.01456	0.003163	0.001084	0.001611	0.010823	0.022094	0.004018	0.010314	0.017956	0.011844	0.025055	null	null	null	null	null	null	null	null	null	null	3.536582	16.09944	3.718263	42.245747	null	null	3.906809	42.245747	3.299973	26.96852	3.243363	9.161377	2.850904	4.506676	2.87899	6.8207	3.270785	13.439074	3.266467	15.42217	3.018468	5.580731	4.672162	16.09944	4.355444	15.963874	3.38558	13.86113	3.32425	13.368088	0.955071	0.038203	0.013088	0.019455	0.12982	0.264945	0.031836	0.081712	0.1422	0.089494	0.189247	1	0.941369	0.328308	1.552801	0.21143	54.13522	0.010477
208	0.057712	0.311286	0.688714	0.022101	0.023499	0.022021	0.020579	0.025847	0.003339	0.000937	0.001142	0.031202	0.066222	0.025311	0.006921	0.045739	0.011095	0.052077	null	null	null	null	null	null	null	null	null	null	4.727451	36.411476	3.559957	45.27892	null	null	3.56469	45.27892	3.549785	24.950876	3.222953	8.634704	2.980917	6.047345	2.903921	3.769836	4.849153	30.453396	5.481373	36.411476	3.991744	20.41576	4.206364	17.598522	4.228524	27.641449	3.602463	12.23436	4.505003	28.630232	0.942288	0.017317	0.004861	0.005924	0.160717	0.34103	0.086131	0.023545	0.155552	0.036002	0.16892	1	0.848774	0.953403	2.466665	0.386515	45.278919	0.017052
209	0.022782	0.4887	0.5113	0.008666	0.003638	0.008955	0.006232	0.016552	0.000703	0.000264	0.000908	0.007166	0.006696	0.000759	0	0.000893	0.01072	0.010256	null	null	null	null	null	null	null	null	null	null	3.826597	21.168762	3.630656	37.166054	null	null	3.414845	26.259357	3.865994	37.166054	3.233599	5.065777	2.846925	3.763719	2.659806	3.78691	4.168192	21.168762	3.335805	10.338929	3.614038	9.108315	null	null	2.915372	4.491562	4.525895	17.047523	3.595182	10.399709	0.977218	0.023553	0.008832	0.030422	0.238469	0.222767	0.016683	0	0.019627	0.22473	0.214917	1	0.887841	0.901302	2.500412	0.360461	37.166054	0.009723
210	0.064955	0.47292	0.52708	0.003547	0.004244	0.003507	0.002508	0.006253	0.000176	0.000498	0.00082	0.006341	0.014336	0.002589	0.000357	0.003707	0.001732	0.011755	null	null	null	null	null	null	null	null	null	null	2.967103	6.079151	2.883993	7.654611	null	null	2.868251	7.654611	2.901625	7.528603	2.845942	3.181525	2.75283	3.629357	2.732232	5.25112	3.02039	5.193949	3.004276	6.079151	2.739146	4.132732	2.511526	2.658925	2.951103	4.746807	2.903274	4.913432	2.97499	5.312465	0.935045	0.005046	0.014298	0.023549	0.180824	0.408747	0.04878	0.006728	0.069807	0.031119	0.211102	1	0.839047	-0.387694	1.229708	-0.315273	8.833825	0.004074
211	0	0.167967	0.832033	0.001515	0	0.001602	0.001804	0.001012	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	11.804294	23.038162	null	null	11.98037	24.579376	10.932094	24.125809	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	1.353671	2.765733	4.30626	0.642259	24.579376	0.000977
212	0.003679	0.113213	0.886787	0.001264	0.000086	0.001332	0.001599	0.000567	0	0	0	0.000206	0.000383	0.000089	0.000045	0	0.000047	0	null	null	null	null	null	null	null	null	null	null	3.031397	5.020295	4.309248	25.55798	null	null	4.420154	25.55798	3.437994	13.840426	null	null	null	null	null	null	3.329494	5.020295	2.937875	3.824323	2.92585	3.16924	2.966238	2.966239	null	null	2.43675	2.43675	null	null	0.996321	0	0	0	0.291667	0.541667	0.083333	0.041667	0	0.041667	0	1	1.091456	2.156014	4.060001	0.531038	25.55798	0.000815
213	0	0.634146	0.365854	0.000016	0	0.000017	0.000008	0.00004	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	16.282212	54.178246	null	null	7.319262	23.936563	21.453145	54.178246	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	1.27704	-0.041684	1.117892	-0.037288	54.178246	0.000013
214	0.949659	0.433604	0.566396	0.00142	0.024849	0.000076	0.000058	0.000123	0.001494	0	0	0.005928	0.000914	0.294139	0.001607	0.002278	0	0.000094	null	null	null	null	null	null	null	null	null	null	10.011868	37.83897	2.933937	8.470966	null	null	2.780827	4.607701	3.133936	8.470966	3.745567	10.216903	null	null	null	null	3.988453	11.020656	3.106658	5.556589	10.370815	37.83897	2.913352	3.785783	3.134209	5.730294	null	null	2.79126	3.047271	0.050341	0.007327	0	0	0.028875	0.004453	0.946559	0.005172	0.007327	0	0.000287	1	1.135182	-1.498369	1.043764	-1.435543	37.83897	0.000819
215	0.11595	0.621425	0.378575	0.001806	0.003859	0.001689	0.000867	0.003953	0	0	0	0.010735	0.011888	0.002366	0.000402	0.004109	0.000468	0.007025	null	null	null	null	null	null	null	null	null	null	3.070597	7.459489	2.946293	10.181647	null	null	2.866365	9.936677	2.994536	10.181647	null	null	null	null	null	null	3.059387	7.459489	3.216302	6.420399	2.942499	5.503898	2.623701	3.02166	2.812678	4.729115	2.716185	3.225563	2.960229	5.412608	0.88405	0	0	0	0.336725	0.372803	0.049029	0.008326	0.085106	0.009251	0.13876	1	0.907106	0.122121	1.663478	0.073413	10.181647	0.001749
216	0.016442	0.27591	0.72409	0.008555	0.002592	0.008897	0.008733	0.009247	0	0.00618	0.001816	0.00292	0.001681	0.000312	0.002902	0.00737	0.002341	0.000468	null	null	null	null	null	null	null	null	null	null	3.00461	6.561917	3.027201	9.115695	null	null	2.988563	9.115695	3.128429	8.256478	null	null	2.946868	5.581194	3.065729	5.212346	3.025205	5.79852	3.105606	6.561917	2.747806	3.210549	2.947696	4.932183	3.044641	4.661648	2.985364	6.102544	3.049911	4.853618	0.983558	0	0.290634	0.085399	0.136364	0.078512	0.009642	0.089532	0.227273	0.068871	0.013774	1	0.829433	-0.135375	1.128646	-0.119944	10.132046	0.005238
217	0.003234	0.909799	0.090201	0.000599	0.000036	0.000631	0.000077	0.002161	0	0	0	0	0.000177	0	0.000045	0.000045	0	0.000094	null	null	null	null	null	null	null	null	null	null	2.98497	3.956439	6.587058	39.277584	null	null	3.047016	8.544912	6.938032	39.277584	null	null	null	null	null	null	null	null	3.05619	3.956439	null	null	3.619719	3.619719	2.582568	2.582568	null	null	2.655136	2.896857	0.996766	0	0	0	0	0.6	0	0.1	0.1	0	0.2	1	1.178717	-1.374348	-0.051085	26.903219	39.277584	0.000379
218	0.001508	0.051427	0.948573	0.002441	0.000068	0.002578	0.00331	0.000499	0	0.000029	0	0	0.000324	0	0.000089	0.000134	0	0.000094	null	null	null	null	null	null	null	null	null	null	3.171828	5.783412	3.80979	24.549057	null	null	3.806263	24.549057	3.874835	14.084675	null	null	2.585694	2.585694	null	null	null	null	3.28167	5.783412	null	null	3.193348	3.49665	2.981696	3.367447	null	null	3.12444	3.615363	0.998492	0	0.052632	0	0	0.578947	0	0.105263	0.157895	0	0.105263	1	1.076097	-2.482413	-0.559835	4.434191	24.549057	0.001308
219	0.00129	0.016358	0.983642	0.00045	0.000011	0.000476	0.000634	0.000029	0	0	0.000029	0	0	0	0.000045	0	0.000047	0	null	null	null	null	null	null	null	null	null	null	2.621671	2.852706	9.229724	47.863438	null	null	9.313109	47.863438	4.038818	9.856878	null	null	null	null	2.852706	2.852706	null	null	null	null	null	null	2.501211	2.501211	null	null	2.511097	2.511097	null	null	0.99871	0	0	0.333333	0	0	0	0.333333	0	0.333333	0	1	1.205097	0.980021	2.881195	0.340144	47.863438	0.00025
220	0	0.837618	0.162382	0.000143	0	0.000151	0.000033	0.000477	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	14.798478	57.54609	null	null	9.016584	23.33556	15.919362	57.54609	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	1.561275	-0.168516	0.477968	-0.352567	57.546089	0.000094
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292	0.010092	0.013772	0.986228	0.001094	0.000203	0.001145	0.00153	0.000059	0	0	0	0	0.001445	0	0	0.000357	0	0	null	null	null	null	null	null	null	null	null	null	5.488649	9.515369	5.769462	27.50503	null	null	5.810045	28.835184	2.8633	4.492989	null	null	null	null	null	null	null	null	5.859017	9.515369	null	null	null	null	3.220143	4.26562	null	null	null	null	0.989908	0	0	0	0	0.859649	0	0	0.140351	0	0	1	1.260694	0.601082	2.550426	0.235679	28.835184	0.000639
293	0.000373	0.9059	0.0941	0.000519	0.000004	0.000549	0.00007	0.00187	0	0	0	0.000029	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	3.090544	3.090544	7.543861	33.384926	null	null	3.143471	9.285394	8.00095	33.384438	null	null	null	null	null	null	3.090544	3.090544	null	null	null	null	null	null	null	null	null	null	null	null	0.999627	0	0	0	1	0	0	0	0	0	0	1	1.255062	0.482687	2.255308	0.214023	33.384926	0.000365
294	0.017544	0.153846	0.846154	0.000099	0.000032	0.000103	0.000119	0.00006	0	0	0	0	0	0	0	0	0.00014	0.000281	null	null	null	null	null	null	null	null	null	null	3.5423	4.814694	13.794453	36.93384	null	null	14.006852	36.93384	12.237946	15.229317	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	3.698359	3.972237	3.464271	4.814694	0.982456	0	0	0	0	0	0	0	0	0.333333	0.666667	1	1.337867	-0.364973	0.931647	-0.39175	37.015491	0.000062
295	0.053172	0.771429	0.228571	0.000831	0.000814	0.000832	0.000257	0.002414	0	0	0	0	0.003333	0	0	0.000089	0	0.005292	null	null	null	null	null	null	null	null	null	null	18.659147	18.456371	8.765764	33.281013	null	null	7.145166	35.356003	9.245941	33.281013	null	null	null	null	null	null	null	null	18.374537	18.456371	null	null	null	null	3.148809	3.38935	null	null	19.218275	19.502876	0.946828	0	0	0	0	0.495614	0	0	0.008772	0	0.495614	1	1.398624	0.056142	0.899044	0.062446	35.356003	0.000431
296	0	0.087948	0.912052	0.000178	0	0.000189	0.000233	0.000062	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	7.231078	40.36021	null	null	6.85087	40.36021	11.173972	16.296637	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	1.348362	-0.187873	1.058528	-0.177485	40.36021	0.000098
297	0	0.941406	0.058594	0.000099	0	0.000105	0.000008	0.000372	0	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	12.513496	20.705698	null	null	2.987545	4.980446	13.106398	20.705698	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	1.32426	0.164327	0.971467	0.169153	28.209646	0.000059
298	0.064276	0.593287	0.406713	0.003069	0.003634	0.003036	0.001684	0.006826	0.001845	0.001054	0.002109	0.005426	0.00295	0.009866	0.001295	0.002099	0.005009	0.007446	null	null	null	null	null	null	null	null	null	null	2.930262	5.558843	2.8931	7.930287	null	null	2.842183	6.526744	2.92848	7.930287	2.768919	3.951677	2.960361	4.338119	2.754659	5.535991	3.030216	5.558843	2.93921	4.8767	2.887684	5.42873	2.892122	3.635213	2.960596	4.686969	2.932384	5.107132	3.001337	5.20054	0.935724	0.061886	0.035363	0.070727	0.180747	0.098232	0.217092	0.028487	0.046169	0.105108	0.156189	1	0.894292	-0.135632	1.39887	-0.096958	8.627017	0.002849
299	0.072967	0.469646	0.530354	0.003428	0.004608	0.00336	0.002416	0.005945	0.000029	0.000439	0.000146	0.008051	0.015663	0.003616	0.001786	0.007147	0.000983	0.00768	null	null	null	null	null	null	null	null	null	null	3.007583	6.425551	2.833666	7.678213	null	null	2.77998	6.608885	2.894581	7.678213	2.494635	2.494635	2.817898	3.537508	2.558808	2.903153	3.071842	6.068667	3.101814	6.425551	2.912868	4.36604	2.866123	4.054729	2.90721	4.978915	2.940285	4.487139	2.817501	4.345924	0.927033	0.000775	0.011619	0.003873	0.211464	0.411309	0.062742	0.030984	0.123935	0.016266	0.127033	1	0.842709	-0.181993	1.205446	-0.150976	7.849934	0.004548

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