Datasets:

science-of-finetuning
/

diffing-stats-Meta-Llama-3.1-8B-L16-mu2.0e-02-lr1e-04-local-shuffling-CCLoss

Dataset card Data Studio Files Files and versions Community

Split (1)

train · 131k rows

Unnamed: 0 int64 0 131k	dec_base_norm float64 0.01 1.82	dec_instruct_norm float64 0 1.74	dec_norm_diff float64 0 0.99	tag stringclasses 4 values	enc_base_norm float64 0.05 2.05	enc_instruct_norm float64 0.05 2.23	enc_norm_diff float64 0.17 0.86	dec_cos_sim float64 -0.64 1	enc_cos_sim float64 -0.82 0.92	beta_reconstruction_base float64 -330.22 2.78k ⌀	beta_reconstruction_chat float64 -456.59 1.27k ⌀	beta_ratio_reconstruction float64 -222.18 408 ⌀	beta_activation_base float64 -289.48 3.44k ⌀	beta_activation_chat float64 -434.62 2.13k ⌀	beta_activation_ratio float64 -419.64 143 ⌀	beta_activation_no_bias_base float64 -14.35 2.66k ⌀	beta_activation_no_bias_chat float64 -16.85 1.87k ⌀	beta_activation_no_bias_ratio float64 -4.23 2.39 ⌀	beta_error_base float64 -0.1 3.76 ⌀	beta_error_chat float64 0.31 4.14 ⌀	beta_ratio_error float64 -0.11 1.41 ⌀
131,000	0.706524	0.615801	0.564204	Shared	1.087519	0.985477	0.546915	0.8465	0.476797	1.502715	2.816915	0.533461	1.889392	3.219806	0.586803	5.852046	6.933918	0.843974	null	null	null
131,001	0.870104	0.764032	0.560954	Shared	1.067968	1.008888	0.52766	0.969257	0.731212	3.567405	3.254431	1.096169	3.806325	3.524301	1.080023	4.249756	3.984995	1.06644	null	null	null
131,002	0.755597	0.760956	0.496479	Shared	1.145433	1.130348	0.506585	0.968207	0.835973	4.060692	4.023588	1.009222	4.21417	4.163568	1.012154	3.990924	4.004191	0.996687	null	null	null
131,003	0.817699	0.817706	0.499996	Shared	1.158154	1.172695	0.4938	0.96076	0.704997	4.153613	4.089773	1.01561	4.321908	4.241103	1.019053	4.272189	4.188659	1.019942	null	null	null
131,004	0.746232	0.681306	0.543502	Shared	1.360492	1.126249	0.586087	0.898852	0.610727	5.118862	6.023158	0.849863	6.410452	7.349945	0.872177	6.488879	7.394269	0.877555	null	null	null
131,005	0.831917	0.82228	0.505792	Shared	1.161638	1.107928	0.523118	0.976485	0.745678	2.450327	2.408513	1.017361	2.625419	2.599517	1.009964	3.084491	2.9807	1.034821	null	null	null
131,006	0.661475	0.678791	0.487245	Shared	1.040474	1.049744	0.495585	0.975607	0.757994	5.50592	5.460466	1.008324	5.848921	5.782973	1.011404	5.625936	5.581824	1.007903	null	null	null
131,007	0.607701	0.596898	0.508888	Shared	1.174442	1.166638	0.503323	0.933601	0.594799	8.388019	7.58442	1.105954	8.708532	7.90251	1.101996	7.318287	6.810244	1.0746	null	null	null
131,008	0.876796	0.837486	0.522417	Shared	1.159273	1.130561	0.512384	0.981816	0.80348	3.673006	3.631739	1.011363	3.909411	3.880325	1.007496	3.834966	3.781213	1.014216	null	null	null
131,009	0.517278	0.551263	0.469175	Shared	1.177191	1.210626	0.486191	0.750662	0.496454	10.920056	14.472428	0.754542	11.359498	14.907149	0.762017	7.303767	10.638146	0.686564	null	null	null
131,010	0.903119	0.801657	0.556173	Shared	1.166978	1.139745	0.511668	0.95883	0.836191	3.380053	3.286413	1.028493	3.346403	3.285613	1.018502	3.648681	3.549552	1.027927	null	null	null
131,011	0.554776	0.495345	0.553563	Shared	1.084637	1.079598	0.502323	0.945315	0.546921	9.829555	9.917666	0.991116	10.600713	10.714995	0.989334	8.550557	8.60835	0.993286	null	null	null
131,012	0.527161	0.603269	0.43692	Shared	0.794681	0.967272	0.410785	0.983471	0.397737	2.439944	3.35098	0.728129	3.61665	4.560856	0.792976	5.075153	5.561669	0.912523	null	null	null
131,013	1.117064	0.117942	0.947209	Base only	1.362495	0.631481	0.768263	0.120708	-0.063997	-2.7289	5.085813	-0.536571	-2.452482	5.720408	-0.428725	11.366162	20.730444	0.548284	null	null	null
131,014	0.889753	0.841392	0.527176	Shared	1.094937	1.089443	0.502509	0.965277	0.71601	3.198828	3.169525	1.009245	3.340973	3.314339	1.008036	3.392089	3.351774	1.012028	null	null	null
131,015	0.695007	0.655838	0.528179	Shared	1.110489	1.055251	0.524871	0.987571	0.755427	6.248373	6.182767	1.010611	6.452419	6.403928	1.007572	5.85093	5.7312	1.020891	1.250618	1.22118	1.024106
131,016	0.666754	0.674463	0.494285	Shared	1.054421	1.060198	0.497276	0.951243	0.700915	6.128808	6.376743	0.961119	6.422641	6.628367	0.968963	5.977036	6.050724	0.987822	null	null	null
131,017	1.21865	1.036562	0.574709	Shared	1.048272	1.009736	0.518381	0.970062	0.656582	2.118627	1.90871	1.109979	2.049617	1.858683	1.102725	2.15813	1.958386	1.101994	null	null	null
131,018	0.808867	0.672546	0.584266	Shared	0.953472	0.82416	0.567811	0.941886	0.504154	4.570762	3.996365	1.14373	4.877867	4.389358	1.111294	4.805524	4.429125	1.084983	null	null	null
131,019	0.532346	0.557654	0.477309	Shared	1.151558	1.299796	0.442976	0.95698	0.686973	7.160403	7.244047	0.988453	7.541193	7.622658	0.989313	6.475657	6.56682	0.986118	null	null	null
131,020	0.842787	0.746056	0.557388	Shared	1.160085	1.157946	0.500922	0.827767	0.608447	3.89827	3.736497	1.043295	4.221836	4.032365	1.046988	4.011282	3.864777	1.037908	null	null	null
131,021	0.754774	0.888959	0.424527	Shared	1.058619	1.185179	0.446607	0.934897	0.679166	3.299362	3.643323	0.905591	3.515502	3.814734	0.921559	3.689622	3.965132	0.930517	null	null	null
131,022	0.53174	0.536975	0.495125	Shared	0.984598	1.00678	0.488984	0.95605	0.643197	9.413514	9.406447	1.000751	10.284459	10.291613	0.999305	8.664403	8.694576	0.99653	null	null	null
131,023	0.658903	0.661985	0.497673	Shared	1.011742	1.023483	0.494264	0.975494	0.722819	5.483347	5.613396	0.976832	5.835726	5.942008	0.982113	5.359473	5.416366	0.989496	null	null	null
131,024	0.546521	0.525903	0.518863	Shared	1.043699	0.954083	0.542932	0.970038	0.551126	6.385053	5.457592	1.16994	7.437535	6.531967	1.138636	7.97909	7.429526	1.07397	null	null	null
131,025	0.80049	0.765449	0.521888	Shared	1.03407	1.005324	0.513899	0.976168	0.75704	3.227054	3.167132	1.01892	3.505714	3.437504	1.019843	3.593218	3.521309	1.020421	null	null	null
131,026	0.957829	0.747983	0.609543	Other	1.254058	1.35004	0.464452	0.640559	0.426526	2.18407	2.999094	0.728243	2.262259	3.149753	0.718234	2.360872	3.008521	0.784728	null	null	null
131,027	0.74107	0.738384	0.501813	Shared	1.116549	1.168986	0.477571	0.964641	0.843479	4.662033	4.657826	1.000903	4.728328	4.707192	1.00449	4.191644	4.265854	0.982604	null	null	null
131,028	0.981437	1.075405	0.45631	Shared	1.165749	1.262942	0.461521	0.502358	0.372549	1.115558	1.636923	0.681497	1.113461	1.640167	0.678871	1.01188	1.570107	0.644466	null	null	null
131,029	0.552473	0.547961	0.504083	Shared	1.012962	1.089391	0.464921	0.965511	0.641935	7.64786	8.083804	0.946072	8.468222	8.938113	0.947428	7.534428	7.748706	0.972347	null	null	null
131,030	0.771432	0.708946	0.5405	Shared	1.118022	1.091084	0.512047	0.966287	0.776561	5.286056	5.21256	1.0141	5.552351	5.464267	1.01612	5.357111	5.202144	1.029789	null	null	null
131,031	0.616775	0.626201	0.492473	Shared	1.140087	1.094421	0.520027	0.981757	0.74137	7.351506	7.305562	1.006289	7.664512	7.638672	1.003383	7.002126	6.998411	1.000531	null	null	null
131,032	0.758472	0.700219	0.538401	Shared	1.148463	1.049185	0.543222	0.946506	0.709591	4.021209	4.125403	0.974743	4.455603	4.561676	0.976747	4.081639	4.210884	0.969307	null	null	null
131,033	1.190006	1.116997	0.530676	Shared	1.291247	1.208367	0.532093	0.993763	0.808549	1.715502	1.633044	1.050493	1.732388	1.633553	1.060503	1.84859	1.762376	1.048919	null	null	null
131,034	0.789979	0.761458	0.518051	Shared	1.281916	1.251471	0.511875	0.940125	0.790795	3.414517	3.683824	0.926895	3.768961	4.024879	0.936416	3.568354	3.651495	0.977231	null	null	null
131,035	1.204263	0.989343	0.589233	Shared	1.083146	0.998879	0.538899	0.975182	0.736986	2.168842	1.892411	1.146074	2.176301	1.989977	1.093631	2.443916	2.247961	1.08717	null	null	null
131,036	0.988224	0.981254	0.503527	Shared	1.061355	1.053164	0.503859	0.9734	0.809217	2.19749	2.144121	1.024891	2.179005	2.126155	1.024857	2.330853	2.295132	1.015564	null	null	null
131,037	1.191841	1.156231	0.514939	Shared	0.798049	0.795977	0.501299	0.995105	0.662099	1.438703	1.411222	1.019473	1.490615	1.457755	1.022542	1.68078	1.654549	1.015854	null	null	null
131,038	0.557896	0.55303	0.504362	Shared	1.00912	0.992359	0.508304	0.967144	0.687721	8.997598	8.662559	1.038677	9.773839	9.43353	1.036074	8.574579	8.527692	1.005498	null	null	null
131,039	0.668417	0.66591	0.501876	Shared	1.072284	1.087984	0.492785	0.963429	0.788822	4.619689	4.741487	0.974312	4.866048	5.056127	0.962406	4.4059	4.650573	0.947389	null	null	null
131,040	0.735797	0.717718	0.512286	Shared	1.076924	1.099153	0.489888	0.96015	0.651243	4.335532	4.283264	1.012203	4.682297	4.649661	1.007019	4.138185	4.11567	1.005471	null	null	null
131,041	0.69596	0.631938	0.545995	Shared	1.043113	0.982572	0.529019	0.975946	0.722656	5.448102	5.317788	1.024505	5.991804	5.831638	1.027465	5.823678	5.646533	1.031372	null	null	null
131,042	0.53237	0.575495	0.462532	Shared	0.965772	1.000204	0.482787	0.975393	0.557528	6.613769	6.881812	0.961051	7.348053	7.612562	0.965254	6.772117	6.901716	0.981222	null	null	null
131,043	0.672882	0.612217	0.545078	Shared	0.98233	0.918998	0.532236	0.960926	0.703526	6.807101	6.933218	0.98181	7.511579	7.633869	0.983981	6.981968	7.059936	0.988956	null	null	null
131,044	0.880198	0.844142	0.520482	Shared	1.350636	1.286334	0.523804	0.833684	0.693733	2.276856	2.369852	0.960759	2.326768	2.347222	0.991286	2.766261	2.908359	0.951142	null	null	null
131,045	0.638265	0.644449	0.495202	Shared	1.12219	1.148129	0.488703	0.944771	0.697868	4.682246	4.47391	1.046567	5.124387	4.83153	1.060614	4.754376	4.576283	1.038917	null	null	null
131,046	0.753609	0.705223	0.532103	Shared	1.148928	1.15514	0.497311	0.745088	0.529219	3.849774	4.123952	0.933516	3.998575	4.33544	0.9223	3.893007	4.203674	0.926096	null	null	null
131,047	0.815966	0.657106	0.597345	Shared	1.169619	1.090045	0.534017	0.971098	0.683263	5.815499	5.633812	1.032249	6.120002	5.913336	1.034949	5.902383	5.674579	1.040145	null	null	null
131,048	0.952596	0.548654	0.712022	Other	1.196602	1.151019	0.519047	0.341128	-0.007158	4.073937	7.142204	0.570403	4.262687	7.641754	0.557815	3.32617	6.156261	0.540291	null	null	null
131,049	0.993971	0.965673	0.514235	Shared	1.169079	1.150144	0.508098	0.975979	0.810463	2.333147	2.274695	1.025696	2.408291	2.324527	1.036035	2.658677	2.565466	1.036333	null	null	null
131,050	0.640965	0.431232	0.663608	Other	1.089908	0.973962	0.55319	0.949877	0.552404	10.649004	10.74361	0.991194	11.485581	11.576206	0.992171	10.16082	9.811208	1.035634	null	null	null
131,051	1.124751	0.930156	0.586506	Shared	1.166058	1.059309	0.545773	0.907269	0.681249	3.238005	3.179455	1.018415	3.357962	3.284092	1.022493	3.011683	2.950059	1.020889	null	null	null
131,052	0.982002	0.912412	0.535432	Shared	1.006584	0.924264	0.540891	0.989414	0.684209	2.492242	2.429617	1.025776	2.738253	2.646937	1.034499	2.911938	2.793248	1.042492	null	null	null
131,053	0.654601	0.66662	0.490985	Shared	0.887443	0.922158	0.481177	0.974503	0.691382	4.564627	4.577348	0.997221	4.978974	5.012063	0.993398	5.040122	5.083931	0.991383	null	null	null
131,054	0.617251	0.783265	0.394024	Other	1.088151	1.276077	0.426366	0.922013	0.495148	4.840842	4.455422	1.086506	5.027223	4.569207	1.10024	5.1372	4.644971	1.10597	null	null	null
131,055	0.446651	0.424322	0.524996	Shared	1.000536	1.023856	0.488612	0.973621	0.689132	11.665634	10.970877	1.063327	12.981613	12.305896	1.05491	10.714536	10.723141	0.999198	null	null	null
131,056	0.666308	0.679886	0.490015	Shared	1.200777	1.218145	0.492871	0.947122	0.82239	5.850685	5.780544	1.012134	6.059634	6.018649	1.00681	5.622699	5.725332	0.982074	null	null	null
131,057	0.574294	0.570687	0.503141	Shared	1.021089	0.990944	0.514761	0.955663	0.427247	6.312169	6.189424	1.019831	7.033502	6.934068	1.01434	6.15446	6.178285	0.996144	null	null	null
131,058	0.599187	0.56401	0.529354	Shared	1.031554	1.009566	0.510658	0.968759	0.686737	8.811492	8.759682	1.005915	9.352506	9.305567	1.005044	8.160492	8.203621	0.994743	null	null	null
131,059	0.949581	0.938052	0.50607	Shared	0.987773	1.003072	0.492374	0.977726	0.776831	2.696883	2.722328	0.990653	2.826031	2.858761	0.988551	2.786094	2.827281	0.985432	1.118894	1.136436	0.984565
131,060	0.699715	0.644059	0.539771	Shared	1.196185	1.155763	0.516896	0.941863	0.736516	5.976085	5.949954	1.004392	6.300957	6.244136	1.0091	5.627739	5.670496	0.99246	null	null	null
131,061	0.890251	0.734817	0.587298	Shared	1.208786	1.126054	0.534221	0.853487	0.62366	4.043138	3.87256	1.044048	4.078969	3.896249	1.046896	4.11097	3.898241	1.054571	null	null	null
131,062	0.634744	0.680554	0.466344	Shared	1.106447	1.158436	0.47756	0.952257	0.707531	4.793956	5.166598	0.927875	4.942833	5.34483	0.924788	5.153491	5.434079	0.948365	null	null	null
131,063	0.884732	0.855287	0.516641	Shared	1.301107	1.301961	0.499672	0.93476	0.794621	2.744488	2.829294	0.970026	2.659235	2.666491	0.997279	2.807905	2.801038	1.002452	null	null	null
131,064	0.518092	0.565883	0.457773	Shared	1.07214	1.163262	0.460833	0.927599	0.419487	7.661643	7.230714	1.059597	8.248872	7.894046	1.044949	6.214579	6.574417	0.945267	null	null	null
131,065	0.681073	0.680039	0.500759	Shared	1.228436	1.282393	0.478962	0.853151	0.71644	5.439571	5.238696	1.038345	5.546312	5.343389	1.037977	5.083868	5.101709	0.996503	null	null	null
131,066	1.250346	1.249737	0.500243	Shared	1.247022	1.276288	0.488535	0.989684	0.845139	1.587831	1.599004	0.993013	1.50347	1.516376	0.991489	1.499616	1.509421	0.993505	null	null	null
131,067	0.469772	0.493227	0.476223	Shared	0.983989	1.010353	0.486953	0.980587	0.503019	7.139816	6.712947	1.063589	7.962058	7.563188	1.052738	7.392518	7.503973	0.985147	null	null	null
131,068	0.508502	0.552272	0.460373	Shared	0.826948	0.986159	0.419277	0.979026	0.502002	0.328114	0.570837	0.574794	1.361915	1.616505	0.842506	5.41651	5.501683	0.984519	null	null	null
131,069	1.169808	1.156887	0.505523	Shared	1.268374	1.251253	0.506749	0.988033	0.882602	1.636194	1.627198	1.005529	1.709325	1.702575	1.003964	1.703199	1.705585	0.998601	null	null	null
131,070	0.735335	0.136676	0.907065	Base only	1.691855	0.92064	0.72792	0.135288	-0.002032	19.975405	37.249321	0.536262	20.259804	38.239716	0.529811	20.592537	39.244133	0.524729	null	null	null
131,071	0.716213	0.791588	0.45239	Shared	1.385489	1.421253	0.487418	0.669597	0.769233	3.546838	3.829844	0.926105	3.718291	3.846477	0.966675	3.445768	3.715722	0.927348	null	null	null

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