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 ⌀
131,000	1.087465	1.109687	0.489988	Shared	1.236325	1.225908	0.504213	0.888695	0.94026	1.328264	1.467169	0.905324	0.950644	0.998602	0.951974	1.014067	1.065986	0.951295	null	null	null
131,001	1.119816	1.137773	0.492109	Shared	1.160789	1.175177	0.493879	0.98024	0.872375	1.691674	1.724903	0.980736	1.55042	1.544485	1.003843	1.552195	1.547535	1.003011	0.823516	0.819582	1.0048
131,002	1.031463	1.029896	0.500759	Shared	1.11519	1.10498	0.504578	0.920089	0.961048	null	null	null	null	null	null	null	null	null	null	null	null
131,003	1.101761	0.988054	0.551602	Shared	0.744677	0.615691	0.586606	0.775948	0.284457	2.4648	2.855995	0.863027	2.538097	2.802538	0.905642	2.52334	2.735424	0.922468	null	null	null
131,004	1.101578	1.062415	0.517776	Shared	1.192733	1.18428	0.503544	0.907057	0.950327	1.23328	1.254386	0.983174	0.961289	0.870168	1.104717	0.994416	0.901825	1.102671	null	null	null
131,005	0.998465	0.998228	0.500119	Shared	1.116906	1.118713	0.499192	0.928114	0.962561	null	null	null	null	null	null	null	null	null	null	null	null
131,006	1.005033	0.999772	0.502618	Shared	1.099077	1.102523	0.498437	0.930731	0.965432	1.768642	1.934033	0.914484	1.276097	1.459801	0.874158	1.364128	1.52145	0.896597	null	null	null
131,007	1.130607	1.092457	0.516872	Shared	0.856914	0.859759	0.498345	0.98613	0.793988	1.976617	1.969908	1.003406	2.028727	2.002302	1.013197	1.988024	1.967037	1.01067	null	null	null
131,008	0.897466	0.910692	0.492739	Shared	0.562812	0.587598	0.478909	0.9809	0.546173	2.662074	2.69116	0.989192	2.689562	2.667582	1.00824	2.62124	2.587837	1.012908	null	null	null
131,009	1.034345	1.002279	0.515501	Shared	1.309727	1.309031	0.500266	0.932905	0.954664	1.693094	1.694359	0.999253	1.702983	1.698687	1.002529	1.769789	1.779873	0.994334	null	null	null
131,010	0.985969	1.045915	0.471343	Shared	0.507165	0.572384	0.443029	0.985368	0.367673	2.183357	2.221334	0.982904	2.230473	2.247279	0.992521	2.169277	2.20767	0.982609	null	null	null
131,011	1.000361	0.973534	0.513408	Shared	1.112895	1.111883	0.500455	0.967903	0.894103	2.014694	1.981754	1.016622	1.979018	1.944878	1.017554	1.982825	1.936525	1.023909	null	null	null
131,012	1.029273	1.009051	0.509823	Shared	1.113751	1.114123	0.499833	0.927109	0.957546	1.448213	1.46477	0.988697	1.184713	1.136549	1.042378	1.184579	1.147574	1.032247	null	null	null
131,013	1.202864	1.112716	0.537472	Shared	0.966775	0.950409	0.508464	0.975704	0.780251	1.982548	1.858099	1.066976	1.769061	1.668396	1.060336	1.802633	1.703091	1.058448	null	null	null
131,014	0.974123	0.907351	0.534273	Shared	0.707042	0.658801	0.534114	0.970618	0.591206	2.651	2.56436	1.033786	2.755742	2.617061	1.052991	2.713878	2.573378	1.054598	null	null	null
131,015	1.046246	1.04255	0.501766	Shared	1.103022	1.096339	0.50303	0.935064	0.948856	1.00454	1.083406	0.927206	0.509473	0.525073	0.97029	0.581417	0.591522	0.982916	null	null	null
131,016	1.079455	1.096697	0.492139	Shared	1.197862	1.204972	0.49705	0.902826	0.946759	1.067664	1.20792	0.883886	0.992057	0.99831	0.993736	1.083262	1.118796	0.968239	null	null	null
131,017	1.203575	1.287221	0.467509	Shared	0.611174	0.597893	0.510866	0.98184	0.520622	1.3829	1.424132	0.971048	1.476512	1.489523	0.991265	1.52256	1.521737	1.000541	null	null	null
131,018	1.003471	1.02249	0.4907	Shared	1.078766	1.083873	0.497644	0.913577	0.953173	1.780447	2.020833	0.881046	1.811366	2.181044	0.830504	1.789948	2.152909	0.831409	null	null	null
131,019	1.128349	1.03248	0.542482	Shared	1.292582	1.305182	0.495173	0.778038	0.840321	1.350097	1.459704	0.924911	1.110586	1.092047	1.016976	1.136498	1.11124	1.02273	null	null	null
131,020	1.107307	0.954466	0.569015	Shared	0.694578	0.617193	0.555706	0.954113	0.478097	3.446701	3.260732	1.057033	3.495135	3.23178	1.081489	3.363544	3.124185	1.076615	null	null	null
131,021	0.872186	1.018565	0.428145	Shared	1.011521	1.081051	0.467841	0.890936	0.750823	1.767318	2.096606	0.842943	1.73046	1.949154	0.8878	1.722833	1.94355	0.886436	null	null	null
131,022	1.062944	1.041054	0.510297	Shared	1.135906	1.141202	0.497679	0.93279	0.960354	1.04902	1.108864	0.946032	0.642842	0.653601	0.98354	0.65428	0.668973	0.978035	null	null	null
131,023	0.893574	0.883823	0.505456	Shared	0.777596	0.714546	0.540542	0.946084	0.619281	3.601567	3.559039	1.011949	3.807745	3.557169	1.070442	3.710088	3.533922	1.04985	null	null	null
131,024	1.04867	1.035297	0.506376	Shared	1.111041	1.111388	0.499844	0.941282	0.974247	1.104292	1.054725	1.046994	0.643294	0.585761	1.098219	0.813701	0.727381	1.118672	null	null	null
131,025	1.061307	1.033383	0.513155	Shared	1.154444	1.146269	0.503541	0.912054	0.943052	1.281462	1.377131	0.93053	1.005103	1.119685	0.897666	1.053231	1.162357	0.906117	null	null	null
131,026	1.210606	0.807524	0.66648	Other	1.249697	1.182	0.527085	0.744256	0.783365	2.145536	1.780389	1.205094	2.022503	1.525909	1.325441	2.034597	1.524901	1.334249	null	null	null
131,027	0.869317	0.775382	0.554028	Shared	1.113941	1.072057	0.5188	0.909963	0.883324	2.231879	2.220204	1.005258	2.015385	1.922287	1.04843	2.071276	1.947891	1.063343	null	null	null
131,028	0.946913	0.947828	0.499517	Shared	1.17391	1.246042	0.471056	-0.05196	0.552542	-0.578648	0.359104	-1.611366	-0.591513	0.365554	-1.61813	-0.562324	0.394654	-1.424853	null	null	null
131,029	1.342314	0.940492	0.649675	Other	0.636144	0.343888	0.729709	0.961224	0.512338	1.910794	1.24332	1.536848	2.168323	1.264307	1.715028	2.226719	1.555629	1.431395	null	null	null
131,030	1.007813	1.006518	0.500642	Shared	1.094005	1.092919	0.500496	0.929491	0.968282	1.487613	1.548829	0.960475	1.528231	1.535522	0.995252	1.563563	1.560311	1.002084	null	null	null
131,031	0.966971	1.127365	0.428863	Shared	0.624371	0.663271	0.470675	0.938539	0.582314	2.152821	2.344262	0.918336	2.139738	2.288572	0.934967	2.123491	2.288353	0.927956	null	null	null
131,032	1.197824	1.077008	0.550432	Shared	0.752308	0.681426	0.54711	0.975403	0.636422	1.889452	1.795792	1.052155	1.97099	1.865862	1.056343	1.991684	1.890806	1.053352	null	null	null
131,033	1.162865	1.102907	0.52578	Shared	1.216218	1.215444	0.500318	0.636015	0.926945	2.205046	2.493463	0.884331	3.015254	3.042412	0.991073	2.954036	3.009215	0.981663	null	null	null
131,034	1.029095	1.010881	0.50885	Shared	1.077266	1.080305	0.498593	0.890311	0.96796	1.382717	1.538329	0.898843	1.439136	1.572912	0.91495	1.428766	1.525976	0.936297	null	null	null
131,035	0.835416	0.808622	0.516036	Shared	1.214298	1.184814	0.51214	0.939038	0.896759	2.484676	2.507508	0.990894	2.37149	2.324179	1.020356	2.342199	2.303911	1.016619	null	null	null
131,036	1.126567	1.111613	0.506637	Shared	1.096979	1.08747	0.504334	0.971115	0.871849	2.051132	2.059684	0.995848	2.026896	2.041631	0.992783	2.0201	2.035687	0.992343	null	null	null
131,037	0.855531	0.882641	0.484643	Shared	0.688778	0.711525	0.484015	0.970284	0.49635	2.913634	3.047602	0.956042	3.019424	3.064165	0.985399	2.958138	3.005748	0.98416	null	null	null
131,038	1.062858	1.048648	0.506685	Shared	1.138525	1.140586	0.499096	0.893587	0.940678	1.618042	1.722875	0.939152	1.715796	1.740412	0.985856	1.862922	1.863958	0.999444	null	null	null
131,039	0.96265	0.96094	0.500888	Shared	1.068424	1.065134	0.50154	0.939759	0.957068	2.02534	2.044885	0.990442	2.185344	2.104748	1.038292	2.144304	2.077572	1.03212	null	null	null
131,040	1.013771	0.997527	0.508012	Shared	1.100853	1.099748	0.500502	0.921603	0.963416	null	null	null	null	null	null	null	null	null	null	null	null
131,041	1.058563	1.099839	0.481235	Shared	0.610161	0.620433	0.491722	0.975903	0.612973	1.846287	1.944815	0.949338	1.834177	1.913262	0.958665	1.856436	1.896031	0.979117	null	null	null
131,042	0.992679	1.013484	0.489736	Shared	1.080567	1.079675	0.500413	0.933582	0.965172	1.205521	1.490468	0.80882	0.751754	0.829872	0.905868	0.795051	0.920703	0.863527	null	null	null
131,043	1.006588	1.015666	0.495531	Shared	1.070653	1.06304	0.503555	0.946497	0.93722	null	null	null	null	null	null	null	null	null	null	null	null
131,044	0.781441	0.776281	0.503301	Shared	0.613163	0.606871	0.505131	0.950766	0.650125	2.326042	2.463838	0.944072	2.385032	2.448806	0.973957	2.533169	2.625883	0.964692	null	null	null
131,045	1.045517	1.033989	0.505513	Shared	1.151529	1.152047	0.499775	0.892889	0.946877	1.06536	1.193942	0.892305	0.604553	0.657362	0.919666	0.627294	0.677297	0.926172	0.442037	0.46342	0.953858
131,046	1.04712	1.054943	0.496292	Shared	1.121421	1.117352	0.501814	0.914447	0.953776	1.528616	1.723602	0.886873	1.573758	1.767176	0.89055	1.579063	1.757842	0.898296	null	null	null
131,047	0.995122	1.108871	0.44871	Shared	0.440556	0.523506	0.420775	0.984798	0.522024	1.701515	1.800573	0.944985	1.705566	1.786469	0.954713	1.732197	1.807655	0.958257	null	null	null
131,048	1.067394	1.066823	0.500267	Shared	1.099483	1.09459	0.502225	0.940302	0.945969	1.574741	1.689587	0.932027	1.133242	1.244507	0.910595	1.163817	1.258721	0.924603	null	null	null
131,049	0.952792	0.946536	0.503283	Shared	1.083141	1.084073	0.49957	0.925505	0.942776	null	null	null	null	null	null	null	null	null	null	null	null
131,050	1.013327	0.879114	0.566224	Shared	1.015099	0.961458	0.526421	0.825523	0.737452	2.291979	2.343176	0.978151	2.313135	2.213716	1.044911	2.316767	2.218871	1.04412	null	null	null
131,051	0.994152	0.984974	0.504616	Shared	1.297218	1.288543	0.503344	0.866978	0.930138	1.396451	1.550855	0.900439	1.318831	1.366467	0.965139	1.346892	1.388112	0.970305	null	null	null
131,052	1.02526	1.018599	0.503248	Shared	1.091955	1.092091	0.499938	0.934172	0.971191	null	null	null	null	null	null	null	null	null	null	null	null
131,053	1.142246	1.077925	0.528156	Shared	1.407649	1.404064	0.501273	0.928086	0.934743	1.361292	1.365913	0.996617	0.98605	0.962688	1.024268	0.992503	0.965467	1.028003	null	null	null
131,054	0.974805	0.917804	0.529237	Shared	0.631966	0.599683	0.525542	0.981363	0.615114	2.143379	2.1214	1.010361	2.114099	2.104866	1.004387	2.135049	2.098633	1.017352	null	null	null
131,055	0.989963	0.983687	0.50317	Shared	1.068381	1.064532	0.501801	0.957175	0.968264	1.616683	1.660302	0.973729	1.163276	1.141447	1.019124	1.173397	1.156446	1.014658	null	null	null
131,056	0.964225	0.993778	0.485131	Shared	1.078597	1.075887	0.501256	0.947735	0.855109	2.183138	2.196376	0.993973	2.269134	2.154954	1.052985	2.246212	2.150601	1.044458	null	null	null
131,057	1.331768	0.437216	0.835851	Other	0.858508	0.459883	0.732162	0.407052	-0.237112	3.750499	4.030061	0.930631	5.281379	4.040634	1.307067	5.6169	4.374118	1.284122	null	null	null
131,058	1.034594	0.920126	0.55532	Shared	1.289599	1.291267	0.499354	0.581356	0.780248	1.104754	1.465334	0.753927	1.274678	1.616758	0.788416	1.267187	1.621641	0.781423	null	null	null
131,059	1.296194	1.26742	0.511099	Shared	0.853334	0.881907	0.4838	0.985072	0.765071	1.734448	1.73039	1.002345	1.738506	1.728802	1.005613	1.706616	1.705716	1.000528	null	null	null
131,060	0.930437	1.052038	0.442207	Shared	1.216302	1.288841	0.471859	0.733412	0.77028	1.506369	1.735833	0.867808	1.564648	1.663023	0.940846	1.578504	1.680731	0.939177	null	null	null
131,061	1.051695	1.046991	0.502236	Shared	1.095978	1.104161	0.496295	0.939543	0.96979	null	null	null	null	null	null	null	null	null	null	null	null
131,062	0.857962	0.969066	0.442675	Shared	0.813569	0.87344	0.465727	0.906236	0.698506	2.702811	2.909931	0.928823	2.729247	2.907374	0.938733	2.612013	2.779214	0.939838	null	null	null
131,063	1.030517	1.028452	0.501002	Shared	1.077067	1.069127	0.503686	0.945743	0.966248	1.191054	1.247551	0.954714	0.891326	0.959951	0.928512	0.931801	0.988605	0.942541	null	null	null
131,064	1.022719	1.010928	0.505764	Shared	1.10816	1.111041	0.498704	0.924379	0.959468	1.635558	1.653466	0.98917	1.519281	1.662306	0.91396	1.617475	1.733406	0.933119	null	null	null
131,065	1.029115	1.029651	0.49974	Shared	1.093485	1.095378	0.499136	0.930365	0.940621	1.210136	1.205407	1.003923	0.822302	0.847526	0.970238	0.814139	0.836501	0.973267	null	null	null
131,066	1.058073	1.062217	0.498049	Shared	1.017651	0.997725	0.50979	0.894655	0.825337	2.204342	2.342785	0.940907	2.185742	2.252118	0.970528	2.150661	2.218257	0.969527	0.872563	0.909333	0.959564
131,067	0.984198	0.863715	0.561209	Shared	1.269563	1.254357	0.505989	0.595739	0.869153	1.392724	1.742654	0.799197	1.421978	1.540383	0.923133	1.428617	1.548695	0.922465	null	null	null
131,068	0.934423	0.898101	0.519436	Shared	0.714444	0.691405	0.516124	0.947686	0.538353	2.767497	2.775864	0.996986	2.852484	2.731006	1.044481	2.790452	2.699571	1.033665	null	null	null
131,069	0.962368	0.957859	0.502343	Shared	1.042691	1.043357	0.499681	0.940588	0.96774	null	null	null	null	null	null	null	null	null	null	null	null
131,070	1.149132	1.090131	0.525672	Shared	0.59429	0.554311	0.533636	0.988306	0.507696	1.837842	1.808817	1.016047	1.837146	1.811427	1.014198	1.882956	1.842887	1.021742	null	null	null
131,071	0.893443	0.891063	0.501332	Shared	1.218314	1.221448	0.498717	0.97035	0.939188	1.246202	1.265259	0.984939	1.137836	1.16017	0.980749	1.129127	1.151917	0.980216	null	null	null

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