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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
4,600	0.001937	0	0.143677	0.856323	0.014102	0.000503	0.014882	0	0.017255	0.008045	0.000088	0.000117	0.000352	0	0.002035	0	0.000714	0.000223	0	0.001499	null	null	null	null	null	null	null	null	null	null	3.231915	14.627212	4.563153	20.23543	null	null	4.671446	20.23543	3.917724	18.821268	2.562635	2.62421	2.693812	2.821976	2.924196	3.777741	null	null	3.481143	14.627212	null	null	3.244119	6.155748	2.717479	3.367098	null	null	3.014198	3.996389	0.998063	0.021277	0.028369	0.085106	0	0.489362	0	0.113475	0.035461	0	0.22695	1	1.004673	1.717563	3.007816	0.571033	20.27627	0.011954
4,601	0.006674	0	0.265524	0.734476	0.02822	0.00347	0.029641	0	0.029476	0.029612	0.000908	0.000967	0.000967	0.001681	0.01	0.001295	0.002322	0.004154	0.00014	0.014143	null	null	null	null	null	null	null	null	null	null	3.095153	6.068889	3.586982	28.201885	null	null	3.658769	29.277601	3.388371	21.19177	2.953795	4.078149	2.881333	4.314134	2.974661	4.249289	3.159772	5.480237	3.206183	6.068889	2.746174	3.469594	2.933607	4.657672	3.007574	4.983774	3.100639	3.853528	3.097608	5.56409	0.993326	0.031893	0.033951	0.033951	0.058642	0.348765	0.029835	0.053498	0.095679	0.003086	0.3107	1	0.833092	1.091761	2.78447	0.392089	29.277601	0.025026
4,602	0.040479	0	0.234854	0.765146	0.00683	0.005094	0.00693	0	0.007227	0.006164	0.000117	0.000088	0.000176	0.013566	0.002183	0.014062	0.002902	0.009603	0.010533	0.00281	null	null	null	null	null	null	null	null	null	null	3.475339	15.069103	7.464172	37.634293	null	null	8.370935	37.634293	4.410054	21.867277	2.81958	3.389192	2.940187	3.808836	3.050091	4.004026	3.655276	10.74258	3.189472	5.238736	3.122233	5.914631	3.270028	5.785558	3.387713	8.316224	3.913201	15.069103	3.309626	5.33022	0.959521	0.002803	0.002102	0.004205	0.322355	0.051857	0.220743	0.04555	0.150666	0.157673	0.042046	1	1.112687	0.182157	1.667045	0.109269	37.634293	0.005384
4,603	0.009848	0	0.222929	0.777071	0.007594	0.001378	0.007951	0	0.008367	0.00667	0.000264	0	0.000059	0.00174	0.002743	0.000134	0.007322	0.001876	0.000328	0.000328	null	null	null	null	null	null	null	null	null	null	3.445338	9.401615	4.693917	38.174263	null	null	4.854463	39.243214	4.133051	33.47721	2.937455	3.874366	null	null	2.725797	2.910267	3.131602	6.080164	3.39111	8.579991	3.028072	3.368322	3.772737	9.401615	3.064166	5.015756	3.155163	4.075868	2.754277	3.366473	0.990152	0.023316	0	0.005181	0.15285	0.240933	0.007772	0.42487	0.108808	0.018135	0.018135	1	1.014752	-0.648513	0.944099	-0.686912	39.243214	0.005109
4,604	0.044974	0	0.289136	0.710864	0.014837	0.012294	0.014983	0	0.014507	0.016397	0.005798	0.00082	0.001465	0.022001	0.022005	0.011116	0.010582	0.011613	0.020458	0.023088	null	null	null	null	null	null	null	null	null	null	3.400134	16.667824	4.011905	44.85669	null	null	4.233288	44.85669	3.456221	23.38868	3.422293	13.396194	3.244782	4.640017	3.387581	5.380688	3.403687	8.935637	3.292332	14.417206	3.080001	5.996317	3.525817	8.143413	3.386289	8.115582	3.457263	17.24701	3.617009	11.347366	0.955026	0.057491	0.00813	0.014518	0.216609	0.216609	0.0723	0.068815	0.075494	0.126887	0.143148	1	0.969951	0.122761	1.229422	0.099853	44.856689	0.0144
4,605	0.137513	0	0.31623	0.68377	0.020509	0.05196	0.018704	0	0.017415	0.022381	0.002519	0.011921	0.017897	0.06323	0.077077	0.037722	0.115685	0.138288	0.024343	0.076945	null	null	null	null	null	null	null	null	null	null	5.221708	31.871153	3.650415	27.492945	null	null	3.754859	27.492945	3.435769	19.422445	3.51082	6.86861	3.324868	7.553762	3.456873	9.620825	5.193135	21.11459	5.054265	23.965206	4.167651	11.92441	5.510464	23.107037	6.571582	31.871153	4.27511	10.639293	4.583717	26.3083	0.862487	0.005908	0.027961	0.041976	0.147293	0.179514	0.058052	0.178002	0.212696	0.035724	0.112874	1	0.883737	0.136638	2.006368	0.068102	31.871153	0.013846
4,606	0.058202	0	0.302876	0.697124	0.100016	0.107248	0.099601	0	0.094701	0.114334	0.037544	0.019624	0.053839	0.128288	0.1515	0.069863	0.134616	0.148026	0.167267	0.248256	null	null	null	null	null	null	null	null	null	null	4.433112	21.233522	3.810037	27.0356	null	null	3.754279	27.0356	3.955237	19.97002	4.30158	13.170232	3.960508	16.500874	4.405817	13.243835	4.321593	12.148986	4.666249	17.5532	3.678917	10.596828	4.307053	15.612993	4.308543	21.233522	4.510011	15.510559	4.720154	15.938823	0.941798	0.042671	0.022301	0.061177	0.144788	0.170949	0.05209	0.100353	0.110305	0.118926	0.176441	1	0.984178	0.238396	1.392332	0.17122	27.035601	0.082319
4,607	0.11343	0	0.482898	0.517102	0.051543	0.107715	0.048319	0	0.034219	0.0888	0.021261	0.009871	0.019186	0.168839	0.154096	0.230481	0.081797	0.110684	0.127148	0.249098	null	null	null	null	null	null	null	null	null	null	5.641914	53.547787	4.521284	48.031322	null	null	3.934672	38.915447	5.15337	48.031322	4.495521	12.702058	3.28409	9.223404	3.653164	11.305024	6.630281	53.547787	5.87713	39.180508	6.453838	44.43957	4.243664	28.949257	4.735557	24.534424	4.687655	22.289423	5.500847	33.715343	0.88657	0.02406	0.011168	0.021707	0.189727	0.173123	0.171102	0.060713	0.082121	0.090008	0.176272	1	0.953696	0.625335	2.04817	0.305314	53.547787	0.051925

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