Datasets:

science-of-finetuning
/

diffing-stats-Meta-Llama-3.1-8B-L16-k222-lr1e-04-local-shuffling-Decoupled

Dataset card Data Studio Files Files and versions Community

Split (1)

train · 131k rows

Unnamed: 0 int64 0 131k	dec_base_norm float64 0.07 2.37	dec_instruct_norm float64 0.07 2.15	dec_norm_diff float64 0.02 0.98	tag stringclasses 4 values	enc_base_norm float64 0.14 1.84	enc_instruct_norm float64 0.11 1.81	enc_norm_diff float64 0.1 0.91	dec_cos_sim float64 -0.9 1	enc_cos_sim float64 -0.89 0.99	beta_reconstruction_base float64 -8.07 62.8 ⌀	beta_reconstruction_chat float64 -4.51 86.3 ⌀	beta_ratio_reconstruction float64 -163.18 7.63k ⌀	beta_activation_base float64 -8.52 32.9 ⌀	beta_activation_chat float64 -5.53 31.5 ⌀	beta_activation_ratio float64 -170.87 1.32k ⌀	beta_activation_no_bias_base float64 -8.26 33.8 ⌀	beta_activation_no_bias_chat float64 -4.95 32.3 ⌀	beta_activation_no_bias_ratio float64 -3,122.66 72.2 ⌀	beta_error_base float64 -10.31 9.34 ⌀	beta_error_chat float64 -11.91 11.6 ⌀	beta_ratio_error float64 -0.78 2.17 ⌀
200	0.994833	0.868512	0.563489	Shared	0.576439	0.496658	0.569202	0.965687	0.446519	1.724343	1.76342	0.977841	1.794255	1.777493	1.00943	1.73601	1.744128	0.995346	null	null	null
201	1.035005	1.019694	0.507397	Shared	1.132683	1.128458	0.501865	0.915927	0.961527	1.42089	1.506897	0.942924	0.799913	0.883331	0.905564	0.871742	0.963796	0.904489	0.308703	0.376434	0.820073
202	1.018687	1.020807	0.498962	Shared	1.122212	1.127219	0.497779	0.932912	0.954522	1.712459	1.77738	0.963474	1.516735	1.625609	0.933026	1.43869	1.553006	0.926391	null	null	null
203	0.972801	0.966202	0.503391	Shared	1.081597	1.078341	0.501506	0.905309	0.956975	null	null	null	null	null	null	null	null	null	null	null	null
204	1.150686	1.159882	0.496036	Shared	0.868392	0.83533	0.519036	0.97937	0.824903	1.674494	1.72961	0.968133	1.642029	1.669599	0.983487	1.630218	1.662938	0.980324	null	null	null
205	1.105633	1.070927	0.515695	Shared	1.206426	1.200382	0.502505	0.886659	0.932282	1.084564	1.248209	0.868896	0.930101	1.015701	0.915723	1.000399	1.072015	0.933195	null	null	null
206	0.999501	0.986292	0.506608	Shared	1.144586	1.136636	0.503473	0.907511	0.945163	2.038433	2.298805	0.886736	2.967784	3.305726	0.897771	3.076236	3.395433	0.905992	null	null	null
207	0.851341	0.842091	0.505433	Shared	1.334891	1.326336	0.503205	0.90907	0.899079	1.992985	2.0511	0.971666	1.84214	1.747187	1.054346	1.816334	1.729895	1.049968	null	null	null
208	1.254811	0.43626	0.826165	Other	0.835935	0.488306	0.707928	0.483934	-0.268559	1.967032	2.15469	0.912907	2.097491	2.033034	1.031705	2.637059	2.376993	1.10941	null	null	null
209	0.954398	0.96754	0.493208	Shared	1.018665	1.02216	0.498291	0.771154	0.636823	1.946999	2.166746	0.898582	1.881374	1.818373	1.034647	1.82312	1.784086	1.021879	null	null	null
210	1.127393	1.122849	0.502015	Shared	0.982697	0.996991	0.492832	0.980615	0.842688	1.856609	1.886853	0.983971	1.777062	1.78755	0.994133	1.772635	1.782771	0.994314	null	null	null
211	1.057841	1.05908	0.499415	Shared	1.129489	1.131856	0.498954	0.922657	0.953014	null	null	null	null	null	null	null	null	null	null	null	null
212	1.030488	1.018818	0.505663	Shared	1.089776	1.091281	0.49931	0.918346	0.963692	1.223325	1.328031	0.921157	0.795264	0.895035	0.888528	0.828132	0.914141	0.905914	null	null	null
213	1.127149	1.043005	0.537326	Shared	0.691742	0.619586	0.552155	0.988249	0.594105	2.113253	2.002036	1.055552	2.124301	1.980327	1.072702	2.142881	1.989958	1.076848	1.07902	0.978287	1.102968
214	1.301875	1.239543	0.523939	Shared	0.584226	0.571639	0.510772	0.991454	0.424492	2.123256	2.080745	1.020431	2.16709	2.123532	1.020512	2.17861	2.132465	1.021639	null	null	null
215	1.017532	1.00839	0.504492	Shared	1.186111	1.184358	0.500739	0.959822	0.881883	1.722241	1.74064	0.98943	1.711465	1.746084	0.980173	1.696838	1.73342	0.978897	null	null	null
216	1.147554	1.125228	0.509728	Shared	1.250194	1.257866	0.49695	0.985859	0.921555	1.668995	1.640072	1.017635	1.675583	1.639688	1.021891	1.670988	1.634926	1.022057	null	null	null
217	1.051332	1.000861	0.524003	Shared	1.102013	1.10812	0.497244	0.87685	0.940218	1.93556	1.912241	1.012194	2.293057	2.20887	1.038113	2.157981	2.087751	1.033639	null	null	null
218	1.022895	1.010293	0.50616	Shared	1.06977	1.074163	0.497955	0.936337	0.970201	2.615042	2.747481	0.951796	2.725451	2.909966	0.936592	2.84217	2.976837	0.954761	null	null	null
219	0.943702	0.87372	0.537078	Shared	0.974761	0.960476	0.507327	0.938446	0.823507	2.82051	2.783302	1.013368	2.871884	2.792966	1.028256	2.807558	2.714294	1.03436	null	null	null
220	0.943314	0.927631	0.508313	Shared	0.824334	0.816625	0.504676	0.973057	0.735108	3.294557	3.254212	1.012398	3.222241	3.204702	1.005473	3.251933	3.241419	1.003243	null	null	null
221	0.859452	0.845048	0.50838	Shared	1.000983	0.984754	0.508106	0.920287	0.79579	2.465851	2.551723	0.966347	2.403132	2.354026	1.02086	2.373996	2.373273	1.000305	null	null	null
222	1.043369	1.041519	0.500886	Shared	1.163118	1.158438	0.502012	0.850728	0.935199	1.889794	2.098477	0.900555	2.131095	2.641274	0.806844	2.353717	2.793771	0.842488	null	null	null
223	0.985327	0.871086	0.557971	Shared	1.294149	1.302078	0.496955	0.941141	0.935197	1.324248	1.181978	1.120366	1.271992	1.10511	1.15101	1.324298	1.16917	1.132682	null	null	null
224	1.006338	0.944266	0.530841	Shared	1.280561	1.28284	0.499112	0.906317	0.927117	1.597918	1.609671	0.992699	1.559087	1.501451	1.038387	1.564537	1.490511	1.049665	null	null	null
225	1.105491	1.081237	0.51097	Shared	1.28071	1.267801	0.50504	0.879974	0.930052	1.80751	1.908292	0.947187	2.092239	2.053019	1.019104	2.016454	1.990845	1.012863	null	null	null
226	1.05831	1.058961	0.499693	Shared	1.122041	1.123411	0.49939	0.937143	0.963392	1.634297	1.810863	0.902497	1.409249	1.536704	0.91706	1.374606	1.502031	0.915165	null	null	null
227	1.252414	1.292433	0.484518	Shared	0.542929	0.560871	0.484005	0.981557	0.455485	2.165882	2.176245	0.995238	2.118898	2.112076	1.00323	2.100496	2.091849	1.004134	null	null	null
228	1.394833	1.09387	0.607885	Other	1.150605	1.200879	0.479068	0.54676	0.675406	1.001535	1.41727	0.706665	1.243542	1.519258	0.81852	1.289828	1.564372	0.824502	null	null	null
229	0.900362	0.822676	0.543142	Shared	0.750528	0.597637	0.601856	0.957439	0.608968	2.11919	2.242701	0.944928	2.139789	2.204354	0.97071	2.337899	2.389164	0.978543	null	null	null
230	0.964979	0.956663	0.504309	Shared	1.253692	1.273016	0.49241	0.841296	0.879488	1.572188	1.7405	0.903296	1.520571	1.599604	0.950592	1.55049	1.635104	0.948252	null	null	null
231	1.090145	1.008142	0.537611	Shared	1.18446	1.154379	0.512698	0.666614	0.904051	1.590406	1.914044	0.830914	2.131188	2.34985	0.906947	2.137534	2.365109	0.903778	null	null	null
232	1.078304	0.931287	0.568171	Shared	0.710381	0.645327	0.545788	0.94644	0.599649	2.62999	2.511075	1.047356	2.603001	2.449537	1.06265	2.656229	2.500787	1.062157	null	null	null
233	0.984886	0.957723	0.51379	Shared	1.250036	1.259139	0.496385	0.934024	0.902738	1.651204	1.735157	0.951617	1.569699	1.601848	0.97993	1.57739	1.611164	0.979037	null	null	null
234	1.109395	0.943574	0.574735	Shared	1.253771	1.226282	0.510962	0.550066	0.612532	1.508025	2.029219	0.743155	1.699649	2.104334	0.80769	1.654925	2.056998	0.804534	null	null	null
235	1.059594	1.057037	0.501206	Shared	1.172022	1.175514	0.498515	0.880484	0.950904	1.690445	1.852875	0.912336	1.839086	1.905339	0.965227	1.865224	1.935583	0.96365	null	null	null
236	0.945063	0.925098	0.510562	Shared	0.738215	0.768073	0.480563	0.919243	0.600092	2.62191	2.68983	0.974749	2.650025	2.635454	1.005529	2.576095	2.572495	1.001399	null	null	null
237	1.068987	1.028919	0.518741	Shared	1.273844	1.26651	0.502878	0.883901	0.92495	1.519138	1.545231	0.983113	1.737849	1.709676	1.016479	1.738831	1.710124	1.016787	null	null	null
238	0.996903	0.928963	0.534075	Shared	0.992363	0.953788	0.519436	0.956827	0.82975	1.904844	1.88715	1.009376	1.808687	1.735477	1.042184	1.802624	1.733466	1.039896	null	null	null
239	0.954142	0.892764	0.532164	Shared	1.161361	1.141702	0.508464	0.933317	0.879421	1.600022	1.61442	0.991082	1.36098	1.307904	1.040581	1.441106	1.363411	1.056986	0.75844	0.693484	1.093667
240	0.87767	0.91925	0.477384	Shared	1.254782	1.276642	0.491438	0.547118	0.765692	1.039938	1.724793	0.602935	1.079764	1.683257	0.641473	1.055846	1.66389	0.634565	null	null	null
241	1.009411	1.003823	0.502768	Shared	1.039663	1.037673	0.500957	0.921853	0.966907	1.60513	1.640686	0.978328	1.766156	1.515954	1.165046	1.974967	1.697334	1.16357	null	null	null
242	0.890909	0.869253	0.512154	Shared	1.305676	1.283886	0.508344	0.876739	0.856786	1.667196	1.764813	0.944687	1.446014	1.492189	0.969056	1.494075	1.528067	0.977755	null	null	null
243	1.251686	1.04594	0.582188	Shared	1.293338	1.351518	0.478476	0.409908	0.796179	0.49144	1.079178	0.455383	0.453564	0.862452	0.525901	0.47689	0.880187	0.541805	null	null	null
244	0.86462	0.748739	0.567012	Shared	0.876361	0.781297	0.554238	0.866665	0.664687	2.295888	2.434245	0.943162	2.385495	2.375213	1.004329	2.262479	2.25789	1.002033	null	null	null
245	1.033263	1.00732	0.512554	Shared	1.087887	1.09473	0.496874	0.933917	0.948523	2.023489	2.081312	0.972218	1.830256	1.812702	1.009684	2.176592	2.127625	1.023015	null	null	null
246	1.031607	1.028066	0.501716	Shared	1.075471	1.076254	0.499636	0.942591	0.975625	null	null	null	null	null	null	null	null	null	null	null	null
247	0.910276	0.884559	0.514126	Shared	1.222728	1.231876	0.496287	0.914179	0.935367	1.828003	1.80102	1.014982	1.663343	1.631585	1.019464	1.667787	1.649046	1.011365	null	null	null
248	1.007294	1.022394	0.492615	Shared	1.103858	1.107475	0.498367	0.938747	0.968399	null	null	null	null	null	null	null	null	null	null	null	null
249	1.00814	0.979616	0.514147	Shared	1.084694	1.082383	0.501065	0.923969	0.941032	1.082129	1.126133	0.960925	0.775629	0.802767	0.966195	0.689934	0.71962	0.958748	null	null	null
250	1.027374	1.069135	0.48047	Shared	1.23405	1.236539	0.498994	0.901885	0.905877	1.90694	1.994248	0.95622	2.095667	2.192163	0.955981	2.097665	2.19255	0.956724	null	null	null
251	1.26379	1.149804	0.545097	Shared	0.669682	0.618808	0.537983	0.988989	0.645574	1.891489	1.825335	1.036242	1.901583	1.838806	1.034141	1.912407	1.851055	1.033144	null	null	null
252	1.023003	1.009027	0.506831	Shared	1.353141	1.364681	0.495772	0.915117	0.878784	1.652239	1.708377	0.96714	1.714806	1.724154	0.994579	1.736413	1.739439	0.99826	null	null	null
253	0.96585	0.80562	0.582947	Shared	0.61118	0.471471	0.614295	0.914317	0.402402	2.980743	3.303193	0.902382	3.155978	3.282451	0.96147	3.009166	3.120687	0.964264	null	null	null
254	0.913717	0.920602	0.49626	Shared	1.0177	1.029788	0.494131	0.917544	0.873653	2.010449	2.115252	0.950454	2.144043	2.187552	0.980111	2.206706	2.243251	0.983709	null	null	null
255	1.095914	1.138139	0.48145	Shared	1.288194	1.3091	0.492015	0.559427	0.758916	0.6788	1.234908	0.549676	0.52172	0.933061	0.559149	0.512376	0.918889	0.557604	null	null	null
256	1.095642	1.086718	0.504072	Shared	1.172712	1.178268	0.497642	0.899404	0.941094	1.301658	1.439081	0.904507	1.008649	1.129969	0.892635	1.030632	1.14075	0.903468	null	null	null
257	1.10978	1.105307	0.502015	Shared	1.26782	1.255375	0.504908	0.948788	0.901255	1.377648	1.415387	0.973337	1.555743	1.58899	0.979077	1.570387	1.608065	0.97657	null	null	null
258	1.196687	1.242986	0.481376	Shared	1.245983	1.248065	0.499166	0.924002	0.924289	1.535368	1.68574	0.910798	1.008889	1.032167	0.977447	1.039554	1.061337	0.979476	null	null	null
259	0.955426	0.730478	0.617721	Other	0.708775	0.433943	0.693878	0.972351	0.318142	3.008687	2.964154	1.015024	3.176073	2.99655	1.05991	3.048748	2.864216	1.064427	null	null	null
260	1.075973	1.045624	0.514103	Shared	1.212179	1.198147	0.505788	0.858297	0.945908	1.322785	1.432291	0.923544	1.493009	1.533626	0.973516	1.523402	1.563787	0.974175	null	null	null
261	1.04435	1.000381	0.521051	Shared	1.156338	1.160336	0.498277	0.903792	0.953627	2.037507	2.117168	0.962374	1.908671	1.909354	0.999642	1.777495	1.813073	0.980377	null	null	null
262	0.8918	1.028493	0.433547	Shared	0.711018	0.75471	0.471054	0.945349	0.520909	1.816728	2.009643	0.904006	1.924066	2.002826	0.960675	1.993585	2.061605	0.967006	null	null	null
263	1.035218	1.027925	0.503522	Shared	1.105152	1.113667	0.496177	0.895753	0.951324	1.516192	1.652141	0.917713	1.207699	1.362986	0.886068	1.342917	1.47132	0.912729	null	null	null
264	1.025589	1.011103	0.507062	Shared	1.116537	1.122498	0.497345	0.931664	0.963587	1.495799	1.808445	0.827119	1.575275	1.672398	0.941926	1.871911	1.94345	0.96319	null	null	null
265	1.005448	1.056753	0.475725	Shared	1.215296	1.199851	0.506355	0.951198	0.883381	1.649256	1.760963	0.936565	1.546968	1.615213	0.957749	1.549987	1.621153	0.956102	null	null	null
266	0.848753	0.849796	0.499387	Shared	0.600814	0.618134	0.48599	0.980711	0.48295	3.185141	3.230118	0.986076	3.239134	3.249773	0.996726	3.213477	3.221874	0.997394	null	null	null
267	1.047933	1.061748	0.493494	Shared	1.18208	1.171018	0.504679	0.899921	0.944014	1.201875	1.307852	0.918969	0.866724	0.909138	0.953346	0.901686	0.948171	0.950974	null	null	null
268	1.065143	1.080691	0.492807	Shared	1.152363	1.159293	0.497011	0.968252	0.884445	2.170081	2.235574	0.970704	1.90785	1.941077	0.982882	1.909874	1.945096	0.981892	null	null	null
269	1.046801	1.038372	0.504026	Shared	1.121857	1.129999	0.496397	0.933127	0.960686	1.302637	1.342226	0.970505	1.165662	1.185271	0.983456	1.227989	1.215206	1.010519	null	null	null
270	0.874362	0.638305	0.634988	Other	1.461092	1.304396	0.553623	0.204626	0.636241	0.401419	1.559796	0.257353	0.626444	2.00379	0.31263	0.630259	2.000085	0.315116	null	null	null
271	1.024313	1.012439	0.505796	Shared	1.080045	1.082046	0.499075	0.936604	0.970734	1.105786	1.184147	0.933826	0.489877	0.553799	0.884577	0.540783	0.620809	0.871094	null	null	null
272	1.017267	1.01692	0.500171	Shared	1.147167	1.139184	0.50348	0.894054	0.951001	1.274938	1.390759	0.916721	1.056464	1.098444	0.961782	1.068938	1.100354	0.971449	null	null	null
273	1.001539	0.996246	0.502642	Shared	1.069265	1.065341	0.501835	0.919765	0.961184	null	null	null	null	null	null	null	null	null	null	null	null
274	0.964388	0.972256	0.495954	Shared	1.067543	1.070835	0.498463	0.944697	0.968018	null	null	null	null	null	null	null	null	null	null	null	null
275	1.045585	1.044834	0.500359	Shared	1.210753	1.207547	0.501324	0.730769	0.906947	1.148651	1.416608	0.810846	1.503091	1.883507	0.798028	1.487773	1.87031	0.795469	null	null	null
276	1.070141	1.046173	0.511199	Shared	1.131571	1.134387	0.498759	0.925782	0.953139	null	null	null	null	null	null	null	null	null	null	null	null
277	0.977425	1.046375	0.467053	Shared	1.348099	1.355342	0.497328	0.767698	0.85007	1.254928	1.537105	0.816423	0.992193	1.095389	0.90579	1.000532	1.099303	0.910151	null	null	null
278	1.037699	1.034796	0.501398	Shared	1.122123	1.116209	0.502635	0.874097	0.94011	null	null	null	null	null	null	null	null	null	null	null	null
279	1.095787	1.062985	0.514967	Shared	1.164728	1.164153	0.500247	0.919302	0.960962	1.42938	1.496598	0.955086	1.450744	1.507514	0.962342	1.464056	1.511193	0.968808	null	null	null
280	1.020385	1.012248	0.503987	Shared	1.156047	1.149098	0.503005	0.911767	0.956853	1.444323	1.560156	0.925755	1.501571	1.500624	1.000631	1.459253	1.486247	0.981837	null	null	null
281	1.303006	1.333473	0.488576	Shared	0.440125	0.446767	0.492567	0.994421	0.805552	1.24627	1.298375	0.959869	1.272284	1.295815	0.98184	1.329787	1.343797	0.989574	null	null	null
282	0.946558	0.902897	0.523063	Shared	1.075172	1.068476	0.503114	0.71923	0.940012	2.869449	2.937607	0.976798	2.58774	2.371502	1.091182	2.414185	2.185731	1.10452	null	null	null
283	1.003095	0.993487	0.504789	Shared	1.132431	1.135563	0.498621	0.915708	0.952088	1.873612	1.955297	0.958224	2.436594	2.369058	1.028507	2.467694	2.396685	1.029628	null	null	null
284	1.05426	1.004003	0.523835	Shared	0.806093	0.779235	0.516659	0.988199	0.773258	1.917708	1.847376	1.038071	1.914571	1.829418	1.046547	1.917107	1.830281	1.047439	null	null	null
285	1.021026	1.032159	0.494607	Shared	1.087299	1.084606	0.501238	0.925536	0.968816	1.400473	1.365131	1.025888	1.839971	1.843979	0.997826	1.984752	1.97592	1.00447	null	null	null
286	1.032635	1.043143	0.494963	Shared	1.166574	1.15082	0.506752	0.909819	0.927999	1.508857	1.68025	0.897996	1.474599	1.625266	0.907297	1.365734	1.52598	0.894988	null	null	null
287	1.01662	0.924104	0.545502	Shared	0.670117	0.588143	0.561164	0.982593	0.484665	3.282718	3.28798	0.9984	3.36295	3.323003	1.012022	3.373728	3.325757	1.014424	null	null	null
288	0.92149	0.919751	0.500944	Shared	1.023288	1.024075	0.499616	0.849627	0.972709	null	null	null	null	null	null	null	null	null	null	null	null
289	0.992663	0.903707	0.544807	Shared	0.894798	0.804111	0.550675	0.954666	0.593226	2.238529	2.109902	1.060963	2.260939	2.09316	1.080156	2.420286	2.252217	1.074624	null	null	null
290	1.004722	0.905212	0.549521	Shared	0.570616	0.503178	0.559093	0.957613	0.439466	2.921744	3.028829	0.964645	2.924937	3.009289	0.97197	2.857283	2.886395	0.989914	null	null	null
291	1.036517	1.047578	0.494721	Shared	1.171232	1.17111	0.500052	0.858503	0.925663	2.547292	2.72308	0.935445	3.936349	4.226498	0.93135	3.844435	4.129905	0.930877	null	null	null
292	0.918621	0.868921	0.527051	Shared	0.79851	0.736524	0.538814	0.94159	0.681117	2.846992	2.869835	0.992041	2.895554	2.825108	1.024935	2.813665	2.731044	1.030252	null	null	null
293	1.216845	1.009507	0.585195	Shared	1.318179	1.333444	0.494276	0.885988	0.872114	1.615978	1.531033	1.055482	1.564625	1.547097	1.01133	1.566822	1.551396	1.009943	null	null	null
294	1.054417	1.050959	0.50164	Shared	1.098795	1.093073	0.502604	0.941772	0.972303	2.102418	2.085822	1.007956	1.725185	1.687708	1.022206	1.738834	1.755075	0.990746	null	null	null
295	1.118823	1.026607	0.541211	Shared	0.630208	0.567545	0.549716	0.991974	0.541691	2.131399	1.994724	1.068518	2.144225	1.977051	1.084557	2.151913	1.991709	1.080436	null	null	null
296	1.020335	1.023559	0.498425	Shared	1.123559	1.115004	0.503807	0.927297	0.946652	1.895076	1.987769	0.953368	1.850269	1.940722	0.953392	1.947981	2.019029	0.964811	null	null	null
297	1.0034	1.008792	0.497327	Shared	1.12491	1.117374	0.50335	0.911691	0.959278	1.865353	2.034579	0.916825	1.741437	1.998334	0.871444	1.799036	2.033895	0.884528	null	null	null
298	1.003047	0.932483	0.535175	Shared	0.631869	0.544898	0.56882	0.91427	0.435577	2.965624	3.13255	0.946713	2.988883	3.0778	0.97111	3.159321	3.135282	1.007667	null	null	null
299	0.86118	0.813132	0.527897	Shared	0.622528	0.555195	0.554081	0.982867	0.5996	2.540438	2.565335	0.990295	2.670834	2.590079	1.031179	2.605667	2.525961	1.031555	null	null	null

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