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 ⌀
100	0.920113	0.870329	0.527053	Shared	1.038225	1.035597	0.501266	0.826235	0.954605	null	null	null	null	null	null	null	null	null	null	null	null
101	1.082079	0.974578	0.549673	Shared	0.87245	0.820554	0.529741	0.979236	0.721782	2.019329	1.870065	1.079818	2.074669	1.89093	1.097169	2.143164	1.957092	1.095075	null	null	null
102	0.995436	0.984233	0.505627	Shared	1.07188	1.076148	0.498017	0.929219	0.964915	null	null	null	null	null	null	null	null	null	null	null	null
103	0.953375	0.924352	0.515221	Shared	0.600037	0.593554	0.505402	0.967054	0.492188	3.174367	3.204895	0.990475	3.219391	3.203335	1.005012	3.178332	3.138755	1.012609	null	null	null
104	0.841239	0.709248	0.57845	Shared	1.075175	1.029343	0.521314	0.912274	0.764103	2.815112	2.57295	1.094119	2.865673	2.460902	1.16448	2.904577	2.520776	1.152255	null	null	null
105	1.784468	1.707815	0.521478	Shared	0.441869	0.423173	0.521155	0.993987	0.453257	1.429129	1.344821	1.06269	1.44154	1.346385	1.070675	1.453536	1.358398	1.070038	null	null	null
106	1.157816	1.22064	0.474266	Shared	1.273294	1.253603	0.507732	0.966956	0.903273	1.514643	1.578317	0.959657	1.488715	1.533683	0.97068	1.489909	1.535993	0.969997	null	null	null
107	0.856725	0.903356	0.47419	Shared	1.106944	1.119298	0.494481	0.940374	0.883395	1.901705	1.989875	0.955691	1.736412	1.738885	0.998578	1.755676	1.778902	0.986944	null	null	null
108	1.041778	1.024003	0.508531	Shared	1.082404	1.085918	0.498382	0.922235	0.964472	7.220214	7.003606	1.030928	9.576048	10.354686	0.924803	9.662102	10.445983	0.924959	null	null	null
109	0.962657	0.882528	0.541619	Shared	0.99713	0.975697	0.510748	0.940502	0.828755	2.591298	2.528702	1.024754	2.626288	2.560148	1.025835	2.621223	2.561159	1.023452	null	null	null
110	1.022794	1.03104	0.496001	Shared	1.094579	1.10026	0.497418	0.9252	0.933387	1.621311	1.770609	0.91568	1.451008	1.539823	0.942321	1.360249	1.469093	0.925911	null	null	null
111	1.056656	1.019386	0.517636	Shared	1.12417	1.119441	0.502104	0.877896	0.957641	1.473826	1.61601	0.912015	1.415841	1.552293	0.912096	1.431358	1.584111	0.903572	null	null	null
112	0.919004	0.87699	0.522859	Shared	0.80153	0.7279	0.545931	0.973104	0.69834	2.395568	2.377175	1.007738	2.345591	2.243196	1.045647	2.208663	2.133867	1.035052	null	null	null
113	1.052736	1.072136	0.490953	Shared	1.204328	1.199526	0.501994	0.885401	0.939347	1.437767	1.598944	0.899198	1.517133	1.595177	0.951075	1.52842	1.617847	0.944724	null	null	null
114	1.136006	0.99541	0.561882	Shared	1.285606	1.240905	0.517385	0.731202	0.873188	1.245694	1.454793	0.856268	1.486122	1.635812	0.908492	1.5527	1.704393	0.910999	null	null	null
115	0.96629	0.914225	0.526941	Shared	0.731313	0.69272	0.526386	0.964629	0.609297	2.918629	2.920309	0.999425	2.880147	2.823171	1.020182	2.813972	2.785478	1.010229	null	null	null
116	0.95222	0.986431	0.482659	Shared	1.078605	1.08107	0.49886	0.875398	0.958526	null	null	null	null	null	null	null	null	null	null	null	null
117	1.071629	1.000665	0.533111	Shared	1.336625	1.335486	0.500426	0.834808	0.906697	1.397253	1.581277	0.883623	1.26291	1.384447	0.912212	1.273336	1.392583	0.914369	null	null	null
118	1.029311	0.918472	0.553841	Shared	1.134639	1.136705	0.499091	0.79597	0.935567	2.439897	2.831139	0.861807	3.758811	4.12386	0.911479	3.694419	4.065708	0.908678	null	null	null
119	0.950607	0.895024	0.529236	Shared	1.130809	1.106957	0.510547	0.797521	0.687307	2.29046	2.60973	0.877662	2.55695	2.634373	0.97061	2.501971	2.583364	0.968493	null	null	null
120	0.809192	1.015402	0.398459	Other	1.118465	1.100817	0.507889	0.518397	0.618303	0.896212	1.397059	0.641499	0.923773	1.369431	0.674567	1.030378	1.469959	0.700957	0.440681	0.972374	0.453202
121	1.054905	1.037907	0.508057	Shared	1.123331	1.113509	0.504372	0.926387	0.959147	1.237534	1.471996	0.840718	1.163498	1.215992	0.95683	1.183684	1.3133	0.901305	null	null	null
122	0.798099	0.610338	0.61763	Other	1.233653	1.185501	0.519516	0.629929	0.832604	1.753785	1.892389	0.926757	1.658528	1.724144	0.961943	1.628663	1.701996	0.956914	null	null	null
123	1.030931	1.015378	0.507543	Shared	1.095692	1.083851	0.505403	0.928274	0.959535	1.490005	1.562578	0.953556	1.270732	1.317488	0.964511	1.296218	1.338363	0.96851	null	null	null
124	0.913971	0.886623	0.514961	Shared	1.274877	1.247913	0.510575	0.928555	0.913248	1.684923	1.757922	0.958474	1.595165	1.621512	0.983751	1.60894	1.626035	0.989487	null	null	null
125	1.326432	1.256862	0.526224	Shared	0.644303	0.623578	0.516083	0.987565	0.482522	2.045895	2.074149	0.986378	2.039669	2.071439	0.984663	2.016315	2.050339	0.983405	null	null	null
126	0.967874	0.936483	0.516216	Shared	1.08956	1.087651	0.500876	0.898733	0.943343	null	null	null	null	null	null	null	null	null	null	null	null
127	1.132503	1.062396	0.530952	Shared	1.2269	1.237274	0.495808	0.847498	0.9368	1.197384	1.26837	0.944033	0.97881	0.987373	0.991327	0.982734	0.99552	0.987157	null	null	null
128	0.816048	0.895267	0.455757	Shared	0.744161	0.808849	0.460012	0.867907	0.397764	2.675185	3.109424	0.860347	3.102817	3.067013	1.011674	2.970056	2.975175	0.998279	null	null	null
129	1.037532	1.034285	0.501565	Shared	1.103186	1.101074	0.500957	0.9027	0.957704	1.578964	1.709374	0.923709	1.892352	2.211064	0.855856	1.968204	2.258227	0.87157	null	null	null
130	1.028647	1.032557	0.498107	Shared	1.126728	1.130477	0.498342	0.907819	0.956056	1.24337	1.364104	0.911492	0.801748	0.907791	0.883186	0.800302	0.903561	0.88572	null	null	null
131	1.122389	1.108338	0.506259	Shared	1.300346	1.29765	0.501037	0.856658	0.925856	1.792153	1.911619	0.937505	3.317567	3.642597	0.91077	3.319968	3.654083	0.908564	null	null	null
132	0.898079	0.898928	0.499528	Shared	0.983091	0.993077	0.494972	0.93065	0.82156	2.761528	2.810588	0.982545	3.028713	3.00136	1.009113	3.021298	3.002047	1.006413	null	null	null
133	1.12423	1.139503	0.493298	Shared	1.080741	1.100384	0.491074	0.975741	0.833132	2.007108	2.051775	0.978231	1.983985	2.013309	0.985435	1.972574	2.007738	0.982486	null	null	null
134	1.039965	0.976829	0.530355	Shared	0.704337	0.633966	0.549955	0.973029	0.363638	2.496785	2.413561	1.034482	2.570948	2.424118	1.060571	2.58421	2.43833	1.059828	null	null	null
135	0.231146	0.975345	0.118494	Other	0.303362	0.950088	0.15965	0.110048	-0.530216	0.469655	1.341912	0.349989	1.082434	1.375584	0.786891	0.967535	1.376326	0.702984	0.638857	1.033669	0.618048
136	1.038161	1.019707	0.508888	Shared	1.101952	1.102371	0.49981	0.932935	0.942439	1.266895	1.325846	0.955537	0.576394	0.617288	0.933753	0.545441	0.595585	0.915807	null	null	null
137	1.097142	1.048326	0.522247	Shared	0.570144	0.539404	0.526959	0.989535	0.537443	2.076078	2.022561	1.02646	2.095327	2.034309	1.029995	2.09619	2.016459	1.03954	null	null	null
138	0.920305	1.114109	0.413023	Shared	0.982004	0.960327	0.511037	0.602024	0.631031	2.167802	2.421967	0.895059	2.344946	2.379526	0.985468	2.288749	2.361149	0.969337	0.674444	0.95756	0.704336
139	0.862783	0.832517	0.51754	Shared	0.814262	0.805535	0.505359	0.873433	0.620396	3.351373	3.580261	0.93607	3.570328	3.469347	1.029106	3.407564	3.321321	1.025966	null	null	null
140	1.000099	0.859914	0.570085	Shared	1.262155	1.259189	0.501175	0.550471	0.794424	0.887865	1.26463	0.702075	1.001025	1.252508	0.799217	0.997901	1.242497	0.803142	null	null	null
141	0.925327	0.944816	0.489686	Shared	0.727546	0.741611	0.490517	0.96431	0.655929	3.014601	3.024877	0.996603	2.975388	2.934902	1.013795	2.921445	2.896916	1.008467	null	null	null
142	0.92689	0.914901	0.506468	Shared	0.828359	0.812727	0.509436	0.952861	0.710473	3.414273	3.531735	0.966741	3.546689	3.536831	1.002787	3.495276	3.510463	0.995674	null	null	null
143	1.034778	1.040584	0.49721	Shared	1.099344	1.106171	0.496914	0.939151	0.964273	1.181345	1.235869	0.955882	0.700283	0.708411	0.988526	0.668081	0.687662	0.971525	null	null	null
144	0.908105	0.975328	0.465539	Shared	1.319191	1.313664	0.502095	0.886929	0.926221	1.395317	1.562399	0.893061	1.822154	2.026096	0.899342	1.820935	2.034981	0.894817	null	null	null
145	1.008489	0.870065	0.568629	Shared	1.269549	1.230553	0.515359	0.902101	0.835525	1.967233	1.930816	1.018861	2.037708	1.91768	1.06259	2.068403	1.946036	1.062881	1.116094	0.986865	1.130949
146	0.843505	1.126623	0.374351	Other	0.710754	0.840618	0.422756	0.905693	0.57542	1.949763	2.253664	0.865152	2.010076	2.220414	0.90527	2.122471	2.339041	0.907411	0.738407	0.96675	0.763803
147	0.781577	0.79726	0.490165	Shared	0.83249	0.839386	0.495892	0.971568	0.815377	1.716576	1.78391	0.962255	1.727799	1.705346	1.013167	1.898187	1.871854	1.014068	null	null	null
148	1.070961	1.07232	0.499366	Shared	1.152468	1.148718	0.501627	0.909105	0.948299	1.297942	1.378596	0.941495	1.413416	1.393798	1.014075	1.543576	1.51124	1.021397	null	null	null
149	1.018277	1.01053	0.503804	Shared	1.372283	1.362504	0.503563	0.94092	0.947239	1.581183	1.625684	0.972626	1.741399	1.753679	0.992997	1.690565	1.701824	0.993384	null	null	null
150	1.160989	0.582019	0.749343	Other	0.802214	0.332674	0.792653	0.85829	-0.131251	2.487935	2.436867	1.020957	2.580594	2.404049	1.073436	2.935003	2.675301	1.097074	null	null	null
151	1.06337	1.078253	0.493098	Shared	1.144908	1.145558	0.499717	0.914135	0.953901	1.735352	1.822325	0.952274	1.564731	1.531941	1.021404	1.611277	1.606068	1.003243	null	null	null
152	1.073479	1.033419	0.518659	Shared	0.997148	0.981046	0.508074	0.950766	0.852	2.528173	2.580044	0.979895	2.594705	2.623551	0.989005	2.548499	2.576283	0.989215	null	null	null
153	0.994234	1.005919	0.494192	Shared	1.269167	1.294569	0.490189	0.933095	0.861971	1.849722	1.959193	0.944124	1.954637	2.03235	0.961762	1.974885	2.051982	0.962428	null	null	null
154	0.784909	0.861051	0.455786	Shared	0.717139	0.750379	0.477851	0.9619	0.598195	3.430048	3.67826	0.932519	3.506723	3.655888	0.959199	3.34752	3.489622	0.959279	null	null	null
155	1.008512	0.982226	0.513032	Shared	1.055653	1.057882	0.498946	0.934763	0.968358	1.255749	1.324126	0.94836	0.552466	0.563921	0.979686	0.636798	0.638592	0.997191	null	null	null
156	0.994883	0.996581	0.499148	Shared	1.112326	1.099361	0.505828	0.908535	0.941287	null	null	null	null	null	null	null	null	null	null	null	null
157	0.728143	1.004102	0.362584	Other	0.862748	0.948235	0.454923	0.570729	0.600927	1.269587	2.181931	0.581864	1.388772	2.029336	0.684348	1.586871	2.175651	0.729377	0.533059	0.847407	0.629047
158	1.032186	1.001999	0.514623	Shared	0.838932	0.804324	0.520627	0.986067	0.730634	2.694923	2.601236	1.036017	2.666992	2.553044	1.044632	2.671067	2.554194	1.045757	null	null	null
159	1.070619	0.970325	0.546839	Shared	1.227464	1.231979	0.498168	0.963046	0.886099	1.819619	1.703884	1.067924	1.825312	1.661105	1.098854	1.814803	1.657014	1.095225	null	null	null
160	0.740939	0.788602	0.46978	Shared	0.956452	0.975524	0.490225	0.96985	0.862827	2.035561	2.105708	0.966687	2.090249	2.155318	0.96981	2.085017	2.147251	0.971017	null	null	null
161	1.056464	1.030781	0.512155	Shared	1.130115	1.127056	0.501353	0.926851	0.936756	1.59701	1.692518	0.94357	1.418101	1.466616	0.96692	1.398751	1.456047	0.96065	null	null	null
162	1.296841	0.363954	0.859676	Other	0.762377	0.298405	0.804293	0.360732	-0.173443	-0.10261	0.164735	-0.622878	-0.21163	0.004888	-43.294237	-0.614672	-0.344356	1.784991	null	null	null
163	1.055107	1.015733	0.518659	Shared	1.193224	1.198397	0.497842	0.871612	0.930663	1.579391	1.681091	0.939504	1.394869	1.442026	0.967298	1.351239	1.417085	0.953534	null	null	null
164	1.002877	0.985126	0.50885	Shared	1.073873	1.080764	0.496812	0.912251	0.954974	1.897219	1.98378	0.956366	1.68985	1.677701	1.007241	1.475073	1.501292	0.982535	null	null	null
165	1.024891	1.009952	0.507288	Shared	1.139988	1.150712	0.49534	0.960549	0.896024	2.324711	2.287722	1.016169	2.217714	2.154338	1.029418	2.325751	2.256379	1.030745	null	null	null
166	0.882985	0.841577	0.523448	Shared	0.693803	0.669595	0.517446	0.957345	0.557408	3.566745	3.701777	0.963522	3.584841	3.674191	0.975682	3.496814	3.535101	0.989169	null	null	null
167	1.083447	1.073693	0.504501	Shared	1.295952	1.348838	0.480396	0.831853	0.847925	1.271949	1.297789	0.98009	1.405318	1.378808	1.019226	1.502007	1.467929	1.023215	null	null	null
168	0.777065	0.89732	0.432992	Shared	1.192151	1.236046	0.482244	0.838323	0.892159	1.524936	1.79265	0.85066	1.621434	1.705704	0.950595	1.587636	1.696971	0.935571	null	null	null
169	1.106817	1.086011	0.509399	Shared	1.206508	1.205309	0.500497	0.875139	0.94357	1.273714	1.393931	0.913757	0.887951	0.959635	0.9253	0.880258	0.963489	0.913615	null	null	null
170	0.973485	0.966952	0.503356	Shared	1.090143	1.088158	0.50091	0.926927	0.960697	null	null	null	null	null	null	null	null	null	null	null	null
171	0.991845	0.972583	0.50971	Shared	1.08148	1.080963	0.500239	0.928362	0.956299	2.596617	2.829873	0.917574	3.579463	4.236379	0.844934	3.84348	4.387302	0.876046	null	null	null
172	1.067912	0.977681	0.542246	Shared	0.785203	0.765292	0.512679	0.966157	0.777459	3.011639	2.873694	1.048003	3.035952	2.889579	1.050655	3.007692	2.861159	1.051215	null	null	null
173	0.955246	0.969449	0.492674	Shared	1.119959	1.105947	0.506256	0.912815	0.937112	2.009172	2.151261	0.933951	2.550112	2.764641	0.922403	2.378333	2.60246	0.913879	null	null	null
174	0.983094	0.955888	0.513837	Shared	0.559847	0.557449	0.502142	0.978987	0.48548	2.173759	2.159282	1.006704	2.235422	2.167475	1.031348	2.219923	2.182973	1.016927	null	null	null
175	1.079967	1.066378	0.506291	Shared	1.155165	1.162376	0.496898	0.88414	0.950854	1.267119	1.35522	0.934991	1.040483	1.147866	0.90645	1.017888	1.128292	0.90215	null	null	null
176	1.377748	1.273774	0.537733	Shared	0.636667	0.600726	0.528225	0.972943	0.550101	2.243569	2.108626	1.063996	2.210746	2.069784	1.068105	2.197407	2.062928	1.065188	null	null	null
177	1.000034	0.994243	0.502896	Shared	1.061853	1.059433	0.50114	0.939497	0.969502	1.400096	1.46398	0.956363	0.948718	0.994821	0.953657	1.030401	1.081354	0.952881	null	null	null
178	1.062675	0.990492	0.533963	Shared	0.706729	0.653478	0.537675	0.990705	0.71508	1.816808	1.742519	1.042633	1.800012	1.713517	1.050478	1.767891	1.687192	1.04783	null	null	null
179	0.761949	0.677193	0.555618	Shared	1.084458	1.087461	0.498619	0.82564	0.926532	2.392673	2.877096	0.831628	2.470709	2.625432	0.941068	2.689522	2.863816	0.939139	null	null	null
180	1.004327	0.991902	0.506186	Shared	1.105423	1.098486	0.503138	0.923187	0.953577	1.555645	1.606636	0.968262	1.556852	1.611042	0.966363	1.571455	1.627197	0.965744	null	null	null
181	1.241575	1.2447	0.498745	Shared	1.097114	1.098193	0.499509	0.97717	0.83069	1.596747	1.606726	0.99379	1.538192	1.553264	0.990297	1.532472	1.54768	0.990173	null	null	null
182	0.908754	1.025124	0.443241	Shared	0.555206	0.610574	0.45466	0.961847	0.374035	2.678016	2.846411	0.94084	2.905924	2.873528	1.011274	2.855241	2.797007	1.02082	null	null	null
183	0.53488	1.698948	0.157415	Other	0.715307	0.960532	0.372349	0.140618	0.285989	0.132232	1.219348	0.108445	0.271547	1.235698	0.219752	0.442849	1.395931	0.317243	0.183585	1.016348	0.180632
184	0.785989	0.749468	0.523232	Shared	1.213404	1.175931	0.515442	0.807954	0.821218	1.875808	2.122626	0.88372	1.956626	1.969292	0.993568	1.907501	1.93342	0.986594	null	null	null
185	1.084854	1.010338	0.534344	Shared	1.280661	1.286602	0.497691	0.89599	0.913428	1.340168	1.331295	1.006665	2.229827	2.20897	1.009442	2.192032	2.181584	1.004789	null	null	null
186	1.153954	1.146802	0.503099	Shared	1.26782	1.259175	0.503409	0.899708	0.949809	1.367974	1.489304	0.918532	1.201903	1.29306	0.929503	1.215157	1.316868	0.922763	null	null	null
187	1.188463	1.165669	0.509589	Shared	0.700424	0.695418	0.503573	0.964584	0.576833	2.632949	2.584452	1.018765	2.795229	2.652603	1.053769	2.761555	2.632665	1.048958	null	null	null
188	1.055716	1.050959	0.502253	Shared	1.149662	1.147602	0.500896	0.872152	0.935029	1.510167	1.604509	0.941202	1.575906	1.531804	1.028791	1.726698	1.664062	1.037641	null	null	null
189	0.966738	0.962794	0.50204	Shared	1.132433	1.130872	0.500689	0.875142	0.949286	1.220191	1.348735	0.904693	0.703066	0.758614	0.926777	0.742418	0.792465	0.936846	null	null	null
190	1.027045	1.030843	0.498158	Shared	1.069913	1.074455	0.497886	0.913571	0.96751	1.217077	1.342722	0.906425	0.697186	0.749831	0.929791	0.739509	0.791576	0.934224	null	null	null
191	1.067582	0.984979	0.538687	Shared	1.012737	1.000562	0.506011	0.925419	0.848775	2.139621	2.140907	0.999399	2.102817	2.125186	0.989474	2.244822	2.245869	0.999534	null	null	null
192	1.089026	1.068424	0.509459	Shared	1.002121	1.001452	0.500334	0.977303	0.840297	2.135775	2.150873	0.99298	2.215512	2.19831	1.007825	2.2242	2.205647	1.008412	null	null	null
193	1.112124	1.11759	0.497554	Shared	1.38132	1.371453	0.503572	0.942766	0.945455	1.260618	1.32104	0.954262	1.066897	1.119212	0.953258	1.067554	1.115192	0.957283	null	null	null
194	1.027655	1.044089	0.49213	Shared	1.125534	1.128378	0.49874	0.907386	0.949911	1.464656	1.53196	0.956067	1.575868	1.59782	0.986261	1.597807	1.609933	0.992468	null	null	null
195	1.07322	1.032971	0.518752	Shared	1.173641	1.177508	0.498358	0.906713	0.962805	1.946707	1.970571	0.98789	2.13509	2.136686	0.999253	2.180076	2.171449	1.003973	null	null	null
196	1.005562	1.015897	0.494913	Shared	1.067616	1.062638	0.502331	0.920301	0.967959	2.071834	2.259802	0.916821	2.17059	2.400787	0.904116	2.324303	2.527882	0.919467	null	null	null
197	1.003702	0.980111	0.511752	Shared	1.074837	1.069771	0.502356	0.93711	0.963893	null	null	null	null	null	null	null	null	null	null	null	null
198	0.971915	1.085108	0.447843	Shared	0.934768	0.994682	0.469883	0.713971	0.667946	1.725736	2.523624	0.683833	1.867242	2.449421	0.76232	1.848227	2.414295	0.765535	null	null	null
199	0.924008	0.882447	0.522489	Shared	0.595779	0.560466	0.529637	0.971687	0.357159	3.762505	3.627551	1.037202	3.93379	3.679533	1.0691	3.70978	3.490443	1.06284	null	null	null

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