Datasets:

science-of-finetuning
/

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

Split (1)

train · 131k rows

Unnamed: 0 int64 0 131k	dec_base_norm float64 0.17 2.28	dec_instruct_norm float64 0.25 2.16	dec_norm_diff float64 0.06 0.94	tag stringclasses 4 values	enc_base_norm float64 0.23 1.97	enc_instruct_norm float64 0.18 1.94	enc_norm_diff float64 0.23 0.87	dec_cos_sim float64 -0.92 1	enc_cos_sim float64 -0.9 0.99	beta_reconstruction_base float64 -9.51 59.4 ⌀	beta_reconstruction_chat float64 -6.03 76.1 ⌀	beta_ratio_reconstruction float64 -265.75 1.3k ⌀	beta_activation_base float64 -9.6 24.8 ⌀	beta_activation_chat float64 -7.6 26.3 ⌀	beta_activation_ratio float64 -209.84 1.3k ⌀	beta_activation_no_bias_base float64 -9.95 24.7 ⌀	beta_activation_no_bias_chat float64 -6.02 26.6 ⌀	beta_activation_no_bias_ratio float64 -303.98 29.9k ⌀	beta_error_base float64 -8.03 14.4 ⌀	beta_error_chat float64 -9.82 13.9 ⌀	beta_ratio_error float64 -3.39 12 ⌀
100	0.533503	0.538673	0.495202	Shared	1.231282	1.23534	0.498357	0.503999	0.76449	1.876773	2.284583	0.821495	1.833803	1.843005	0.995007	1.169103	1.524167	0.767044	null	null	null
101	1.071056	0.978328	0.543288	Shared	1.031239	1.012407	0.509131	0.983222	0.829686	1.994449	1.904142	1.047427	1.926283	1.814286	1.06173	1.91732	1.813397	1.057309	null	null	null
102	1.058725	1.069043	0.495174	Shared	1.169764	1.161995	0.503321	0.91645	0.953745	1.164229	1.236513	0.941543	0.630598	0.7112	0.886669	0.733798	0.815704	0.899589	null	null	null
103	0.954061	0.986786	0.483419	Shared	0.57815	0.612107	0.472262	0.984213	0.400518	2.454997	2.535297	0.968327	2.47179	2.546458	0.970678	2.486044	2.541896	0.978027	null	null	null
104	1.068322	1.018715	0.523217	Shared	1.133987	1.140459	0.497163	0.854634	0.942128	null	null	null	null	null	null	null	null	null	null	null	null
105	1.781392	1.725922	0.515569	Shared	0.44748	0.420402	0.530257	0.992946	0.431387	1.409729	1.327971	1.061567	1.400863	1.315697	1.064731	1.407427	1.324961	1.06224	null	null	null
106	0.992922	0.970372	0.511355	Shared	1.224461	1.197845	0.510869	0.894398	0.881288	1.69342	1.756467	0.964106	1.627621	1.707997	0.952941	1.656982	1.721484	0.962531	null	null	null
107	1.042925	1.018335	0.511789	Shared	1.102444	1.103827	0.499374	0.922742	0.961348	null	null	null	null	null	null	null	null	null	null	null	null
108	1.110632	1.030566	0.536045	Shared	0.669109	0.615924	0.539742	0.961815	0.446932	2.845186	2.713923	1.048367	2.829408	2.674756	1.057819	2.754487	2.608678	1.055894	null	null	null
109	0.965481	0.961167	0.502234	Shared	1.073041	1.064721	0.503877	0.954185	0.959441	2.556954	2.561146	0.998363	3.098508	3.191894	0.970743	3.009122	3.138529	0.958768	null	null	null
110	1.002247	1.015882	0.493289	Shared	1.102907	1.096015	0.503125	0.934369	0.944714	1.567043	1.644643	0.952817	1.64652	1.888241	0.871987	1.568373	1.83357	0.855366	null	null	null
111	1.037787	1.031525	0.503017	Shared	1.142463	1.140582	0.500823	0.917155	0.963709	1.320079	1.354949	0.974265	1.366933	1.436965	0.951264	1.453179	1.531688	0.948744	null	null	null
112	0.934019	0.912609	0.511461	Shared	1.270836	1.290412	0.492415	0.469605	0.810854	0.774381	1.270014	0.609742	0.725736	1.104886	0.656842	0.704826	1.084138	0.650125	null	null	null
113	0.971799	0.981611	0.495002	Shared	1.10041	1.099601	0.500368	0.90243	0.96135	1.48499	1.564263	0.949323	1.192515	1.271444	0.937922	1.182915	1.253201	0.943915	0.600933	0.707181	0.849758
114	1.126192	0.976609	0.566411	Shared	1.271425	1.262944	0.503335	0.672126	0.889819	1.095023	1.388617	0.788571	1.175703	1.480222	0.794274	1.243024	1.538815	0.80778	null	null	null
115	0.813272	0.866653	0.469203	Shared	0.537185	0.606803	0.442635	0.985111	0.545839	2.431552	2.468724	0.984943	2.444552	2.455904	0.995378	2.353556	2.35841	0.997942	null	null	null
116	1.054263	1.049112	0.502443	Shared	1.083788	1.086437	0.498781	0.906104	0.95879	1.31863	1.376072	0.958256	0.880002	0.885224	0.994102	0.856148	0.876667	0.976594	null	null	null
117	1.074877	1.070965	0.50182	Shared	1.103558	1.10315	0.500185	0.925566	0.966763	1.099154	1.181626	0.930205	0.684103	0.699937	0.977378	0.808318	0.823078	0.982067	null	null	null
118	1.04947	0.986628	0.52994	Shared	1.084978	1.094161	0.495803	0.854439	0.955797	2.013477	2.250502	0.894679	2.870136	3.242478	0.885168	2.905934	3.230013	0.899666	1.765522	1.991976	0.886317
119	0.991082	0.9166	0.537576	Shared	1.220323	1.206825	0.50553	0.72017	0.746873	1.613008	1.910257	0.844393	1.552434	1.816929	0.854427	1.474551	1.743971	0.845514	null	null	null
120	1.102391	0.916748	0.5842	Shared	1.085721	1.037256	0.522319	0.373167	0.480328	1.474089	1.723523	0.855277	1.404522	1.607776	0.873581	1.623142	1.840244	0.882026	null	null	null
121	1.012767	1.008173	0.502268	Shared	1.117829	1.112757	0.502269	0.92439	0.954328	2.346739	2.340115	1.002831	3.013458	3.136272	0.960841	2.981785	3.113244	0.957774	null	null	null
122	0.880177	0.701956	0.601242	Other	1.32489	1.25146	0.527712	0.61101	0.792065	1.280796	1.478708	0.866159	1.13712	1.302474	0.873046	1.130411	1.304201	0.866746	null	null	null
123	1.029011	1.021088	0.503849	Shared	1.109129	1.11488	0.497421	0.915462	0.955464	2.42167	2.556829	0.947138	3.784754	4.231312	0.894463	3.860418	4.311055	0.895469	null	null	null
124	1.052096	1.031806	0.509642	Shared	1.147735	1.164625	0.492749	0.730221	0.924196	1.448564	1.707177	0.848514	1.564577	1.654257	0.945788	1.558814	1.64859	0.945544	null	null	null
125	1.285955	1.268751	0.506689	Shared	0.599006	0.592034	0.505819	0.987702	0.419903	2.076513	2.117856	0.980479	2.113732	2.154676	0.980998	2.093656	2.134188	0.981008	null	null	null
126	1.017914	0.989405	0.514004	Shared	1.164914	1.168642	0.498405	0.899308	0.937175	1.281096	1.338109	0.957393	1.546849	1.55873	0.992378	1.54489	1.553993	0.994142	null	null	null
127	0.992584	0.990192	0.501205	Shared	1.056094	1.053715	0.501126	0.946096	0.968157	1.872545	1.876772	0.997747	1.208394	1.259273	0.959596	1.184299	1.263263	0.937492	null	null	null
128	1.055899	0.961531	0.544686	Shared	1.093616	1.07278	0.509526	0.968038	0.880088	2.006842	1.958685	1.024587	2.026309	1.95437	1.036809	2.07311	1.999206	1.036967	null	null	null
129	1.007535	0.997127	0.505165	Shared	1.066553	1.062607	0.50185	0.941413	0.972709	1.875925	1.930429	0.971765	1.862122	2.009438	0.926688	1.923015	2.040582	0.942386	null	null	null
130	1.142565	1.181943	0.483342	Shared	1.235779	1.234462	0.500533	0.845055	0.922741	1.132232	1.336765	0.846994	1.020196	1.224657	0.833046	1.009982	1.217733	0.829395	null	null	null
131	1.136188	1.097098	0.517202	Shared	1.242655	1.241439	0.500489	0.916526	0.952293	1.241593	1.282178	0.968347	1.155397	1.174597	0.983654	1.205709	1.218545	0.989466	0.862986	0.892419	0.967019
132	0.885492	0.888496	0.498309	Shared	0.625118	0.640723	0.487822	0.981099	0.630366	2.478653	2.475419	1.001307	2.505286	2.530195	0.990155	2.562771	2.615492	0.979843	null	null	null
133	1.032405	1.036313	0.498114	Shared	1.1586	1.159161	0.499758	0.932126	0.959839	1.478189	1.520039	0.972468	1.184239	1.221898	0.96918	1.117613	1.196827	0.933813	null	null	null
134	1.042096	0.978721	0.530408	Shared	0.674803	0.621526	0.539476	0.971905	0.362785	2.653469	2.536433	1.046142	2.689896	2.562065	1.049894	2.749787	2.613411	1.052183	null	null	null
135	1.207036	0.787335	0.673856	Other	0.830824	0.646806	0.610744	0.028852	-0.233556	1.298046	3.425924	0.378889	1.3161	3.46752	0.379551	0.892625	2.965641	0.300989	null	null	null
136	1.01622	1.035318	0.490777	Shared	1.128022	1.129426	0.499379	0.897998	0.944812	1.654848	1.795161	0.921839	1.898986	2.115739	0.897552	1.888577	2.105172	0.897113	null	null	null
137	0.819866	0.839373	0.48838	Shared	0.692681	0.700971	0.494087	0.953767	0.659014	3.193188	3.057993	1.044211	3.154902	2.959733	1.065942	3.073893	2.952225	1.041212	null	null	null
138	0.860326	1.207403	0.356271	Other	0.968569	0.988021	0.490156	0.520923	0.598159	2.074776	2.229329	0.930673	2.095713	2.215986	0.945724	2.056065	2.264942	0.907778	0.392116	0.986656	0.39742
139	0.822531	0.84857	0.484657	Shared	0.883809	0.882863	0.500535	0.930409	0.746166	3.353646	3.417921	0.981195	3.339639	3.39636	0.9833	3.219501	3.29105	0.97826	null	null	null
140	1.311341	0.724621	0.72371	Other	1.323684	1.312397	0.504263	0.062727	0.658589	-0.241113	1.073317	-0.224642	-0.236463	1.169141	-0.202253	-0.254464	1.154956	-0.220324	null	null	null
141	0.921017	0.924121	0.498321	Shared	0.700597	0.678046	0.516094	0.968476	0.635657	3.252738	3.106442	1.047095	3.241599	3.072311	1.055101	3.251436	3.086524	1.05343	null	null	null
142	0.899296	0.947217	0.474704	Shared	0.721106	0.745201	0.483834	0.963657	0.743139	2.905769	2.926363	0.992963	2.836555	2.844968	0.997043	2.835221	2.837065	0.99935	null	null	null
143	1.043605	1.059508	0.492495	Shared	1.283063	1.299084	0.493834	0.911131	0.951509	1.439446	1.536386	0.936904	1.115875	1.158266	0.963401	1.148822	1.185289	0.969234	null	null	null
144	0.891621	0.871801	0.511114	Shared	1.292015	1.278669	0.505165	0.936886	0.937085	1.688759	1.751872	0.963974	1.619323	1.635718	0.989977	1.632489	1.651791	0.988315	null	null	null
145	0.976582	0.890015	0.544321	Shared	1.310624	1.254057	0.52158	0.925646	0.86391	1.608865	1.566835	1.026825	1.748519	1.627074	1.07464	1.770628	1.641411	1.078723	null	null	null
146	1.116451	0.994168	0.554764	Shared	0.730588	0.645714	0.558086	0.886004	0.406385	1.939097	2.135947	0.907839	1.902345	2.012588	0.945224	2.008761	2.10168	0.955788	0.958233	0.876641	1.093073
147	0.840604	0.855265	0.491429	Shared	0.61595	0.633262	0.486331	0.97826	0.589689	2.411083	2.479042	0.972586	2.440642	2.510728	0.972085	2.388042	2.463542	0.969353	null	null	null
148	0.909079	0.888889	0.511104	Shared	0.870081	0.862296	0.504473	0.929805	0.730487	2.640111	2.671094	0.988401	2.560949	2.604228	0.983381	2.499733	2.560223	0.976373	null	null	null
149	1.053792	1.07977	0.48797	Shared	1.326976	1.319872	0.502677	0.958539	0.919946	1.760307	1.823177	0.965516	1.747107	1.785393	0.978556	1.767936	1.795962	0.984395	null	null	null
150	1.067232	1.052771	0.506775	Shared	0.648877	0.640725	0.506281	0.963609	0.385076	2.272126	2.259795	1.005457	2.326877	2.296274	1.013327	2.321832	2.275284	1.020458	null	null	null
151	1.047116	1.044843	0.501085	Shared	1.11209	1.108287	0.50171	0.918602	0.955397	1.431912	1.491441	0.960086	1.180885	1.208497	0.977152	1.226515	1.26752	0.96765	null	null	null
152	1.0719	1.035535	0.516963	Shared	0.961262	0.932541	0.51494	0.946924	0.821047	2.506657	2.556195	0.980621	2.477296	2.531709	0.978507	2.414661	2.46885	0.978051	null	null	null
153	1.014892	1.007924	0.503433	Shared	1.066033	1.06456	0.500691	0.93793	0.970635	null	null	null	null	null	null	null	null	null	null	null	null
154	1.039137	1.029984	0.504404	Shared	1.210458	1.201572	0.503671	0.890657	0.941756	1.828542	1.961639	0.93215	2.087697	2.173856	0.960366	2.012916	2.072281	0.971353	null	null	null
155	1.193376	1.095021	0.541209	Shared	0.62721	0.581856	0.536155	0.992594	0.599163	1.662894	1.561359	1.06503	1.674045	1.567507	1.067966	1.676526	1.561194	1.073874	null	null	null
156	0.973215	0.947009	0.513463	Shared	0.612706	0.607544	0.504213	0.977332	0.625189	2.112886	2.126607	0.993548	2.14767	2.17291	0.988384	2.181013	2.209992	0.986887	null	null	null
157	0.967454	0.947122	0.510508	Shared	0.690491	0.669873	0.51493	0.969733	0.642617	3.064837	2.927092	1.047059	3.048944	2.913991	1.046312	3.003521	2.896162	1.03707	null	null	null
158	1.146963	1.08148	0.528547	Shared	0.635806	0.552243	0.565714	0.992536	0.576389	1.704142	1.63011	1.045415	1.715022	1.635825	1.048414	1.716604	1.634791	1.050045	null	null	null
159	1.028409	1.01755	0.50528	Shared	1.088145	1.088882	0.499662	0.935051	0.95086	1.234048	1.302542	0.947416	0.608942	0.681442	0.893608	0.588857	0.674311	0.873272	null	null	null
160	1.005782	0.998474	0.503633	Shared	1.112334	1.105893	0.502895	0.882889	0.942151	1.449778	1.575164	0.920398	1.348534	1.364515	0.988288	1.307486	1.304807	1.002053	null	null	null
161	0.986135	0.945032	0.52084	Shared	1.324004	1.330032	0.497734	0.974425	0.931564	1.793535	1.745349	1.027608	1.600245	1.55299	1.030429	1.580753	1.538267	1.027619	null	null	null
162	0.835004	0.806156	0.517274	Shared	1.192689	1.205398	0.494728	0.886921	0.81573	2.015549	2.155833	0.934928	1.876513	1.968459	0.95329	1.907609	1.984377	0.961314	null	null	null
163	0.950329	0.946149	0.502199	Shared	1.071674	1.078804	0.496695	0.928398	0.944233	3.948224	4.4684	0.883588	4.241153	4.685819	0.905104	3.306924	3.910334	0.845689	null	null	null
164	1.086078	1.05637	0.513677	Shared	1.270958	1.269342	0.500636	0.882626	0.929524	1.246746	1.304343	0.955842	1.89148	1.960054	0.965014	1.903187	1.963906	0.969083	null	null	null
165	1.023809	1.007223	0.5081	Shared	1.069873	1.074762	0.497725	0.94106	0.974671	1.583054	1.604582	0.986584	1.391002	1.409454	0.986909	1.48978	1.47977	1.006765	null	null	null
166	0.96592	0.963024	0.501499	Shared	1.071897	1.070135	0.500822	0.938144	0.963105	null	null	null	null	null	null	null	null	null	null	null	null
167	0.909139	0.88678	0.512297	Shared	1.12597	1.115891	0.504476	0.961195	0.890491	2.472823	2.428092	1.018422	2.448122	2.39704	1.02131	2.421938	2.373335	1.020479	null	null	null
168	0.756835	1.289659	0.293425	Other	0.759577	0.91166	0.41659	-0.648064	0.077103	1.889281	2.711038	0.696885	1.890217	2.678344	0.705741	1.893788	2.686062	0.705043	-0.37938	0.967307	-0.392203
169	1.047275	1.038328	0.504272	Shared	1.097493	1.09396	0.50161	0.943994	0.963028	1.395716	1.448733	0.963405	1.220952	1.208891	1.009977	1.161986	1.16199	0.999996	null	null	null
170	0.968814	0.954288	0.507497	Shared	1.076718	1.077255	0.499751	0.943762	0.961155	1.485929	1.57181	0.945361	1.077944	1.192474	0.903956	1.094538	1.178516	0.928743	null	null	null
171	1.049482	1.037534	0.505693	Shared	1.163242	1.161375	0.500803	0.929601	0.962907	1.260453	1.299815	0.969717	1.267779	1.284926	0.986655	1.306687	1.314531	0.994032	null	null	null
172	1.176635	0.842976	0.641786	Other	1.314359	1.277232	0.514123	0.645368	0.736856	1.304388	1.276688	1.021697	1.308873	1.259996	1.038791	1.334536	1.28996	1.034556	null	null	null
173	1.047045	0.958281	0.542388	Shared	1.216223	1.208587	0.503139	0.773668	0.910903	1.305242	1.50378	0.867973	1.313397	1.540475	0.852592	1.270821	1.489926	0.852943	null	null	null
174	1.256905	1.246645	0.504081	Shared	0.558955	0.557246	0.501529	0.984257	0.411107	1.924462	1.853665	1.038193	1.918963	1.853775	1.035165	1.95393	1.893521	1.031903	null	null	null
175	1.137839	1.114576	0.510223	Shared	0.890392	0.892204	0.498985	0.975171	0.806028	2.131952	2.125944	1.002826	2.242035	2.231222	1.004846	2.241496	2.235429	1.002714	null	null	null
176	1.271167	1.254824	0.506429	Shared	0.6352	0.596768	0.530252	0.970336	0.50219	2.292057	2.191531	1.04587	2.271057	2.135811	1.063323	2.260697	2.127596	1.062559	null	null	null
177	0.957789	0.941849	0.508322	Shared	1.071734	1.066412	0.502483	0.903745	0.9519	3.66864	3.638599	1.008256	4.073381	3.994559	1.019733	4.272861	4.204882	1.016167	null	null	null
178	1.089376	1.019478	0.532082	Shared	0.679326	0.644061	0.525956	0.991702	0.685576	1.662557	1.594149	1.042912	1.65153	1.572901	1.04999	1.598777	1.523098	1.049688	null	null	null
179	0.959032	0.890705	0.535623	Shared	1.312562	1.28228	0.511536	0.923582	0.901212	1.879539	1.846493	1.017896	1.809833	1.731596	1.045182	1.862353	1.77431	1.049621	null	null	null
180	0.985813	0.966882	0.509602	Shared	1.055902	1.050808	0.502412	0.93954	0.967731	1.477399	1.501249	0.984113	1.268436	1.326893	0.955945	1.277548	1.32726	0.962546	null	null	null
181	1.1638	1.131238	0.51399	Shared	1.145238	1.147108	0.499185	0.763379	0.809447	1.724338	1.911279	0.902191	1.797885	1.950417	0.921795	1.827724	1.971865	0.926901	null	null	null
182	0.928583	0.972964	0.477193	Shared	0.564894	0.613024	0.460743	0.966076	0.381566	2.856162	2.846163	1.003513	2.884353	2.87767	1.002322	2.793619	2.750129	1.015814	null	null	null
183	1.125429	1.16135	0.484535	Shared	0.894227	0.844387	0.527868	0.654094	0.490039	1.489301	2.019414	0.737492	1.503949	2.026983	0.741964	1.529535	2.033	0.752354	null	null	null
184	1.023806	1.030455	0.496774	Shared	1.157639	1.155492	0.500927	0.886558	0.942685	1.471991	1.628879	0.903683	1.07942	1.438741	0.750254	1.057985	1.396666	0.757508	null	null	null
185	1.038073	1.029753	0.504007	Shared	1.106687	1.121568	0.493366	0.926182	0.953203	1.346483	1.41043	0.954661	1.008784	1.123738	0.897704	1.117087	1.21624	0.918476	null	null	null
186	0.994384	0.959881	0.517349	Shared	1.394005	1.412816	0.493343	0.921393	0.934795	1.854757	1.836076	1.010174	1.603031	1.563532	1.025263	1.60943	1.584961	1.015438	null	null	null
187	1.164816	1.133063	0.51363	Shared	0.694123	0.670995	0.51666	0.96987	0.547091	2.800574	2.667308	1.049963	2.905309	2.75932	1.052907	2.883089	2.74687	1.049591	null	null	null
188	1.010782	1.014909	0.497967	Shared	1.102289	1.103551	0.499428	0.92902	0.947854	null	null	null	null	null	null	null	null	null	null	null	null
189	1.051991	1.039898	0.505748	Shared	1.2242	1.233053	0.49641	0.8557	0.938607	1.127094	1.22528	0.919866	0.949794	1.020566	0.930654	0.999038	1.094171	0.913054	null	null	null
190	1.014324	1.014265	0.500029	Shared	1.093851	1.093333	0.500237	0.900969	0.962814	null	null	null	null	null	null	null	null	null	null	null	null
191	1.000962	1.002471	0.499247	Shared	1.088411	1.095598	0.49672	0.906398	0.952812	1.959464	1.921201	1.019916	2.997295	3.753337	0.798568	2.993627	3.751308	0.798022	null	null	null
192	1.04143	1.00957	0.515296	Shared	0.987661	0.985331	0.50118	0.970998	0.850293	2.241906	2.243803	0.999155	2.394803	2.361972	1.0139	2.395707	2.362107	1.014225	null	null	null
193	0.999126	0.953905	0.522631	Shared	1.115993	1.106348	0.504322	0.856732	0.943511	2.620674	2.724102	0.962032	3.10616	2.861591	1.085466	3.084993	2.864819	1.076854	null	null	null
194	1.002254	1.003133	0.499562	Shared	1.048344	1.049328	0.499531	0.95105	0.968548	2.275242	2.292708	0.992382	2.304465	2.416391	0.953681	2.204268	2.302043	0.957527	null	null	null
195	1.039322	1.014552	0.511916	Shared	1.229663	1.223274	0.502598	0.901097	0.947561	1.764605	1.788992	0.986368	1.527691	1.47542	1.035428	1.585264	1.530099	1.036053	null	null	null
196	0.991789	1.000239	0.495776	Shared	1.097084	1.095376	0.500779	0.949804	0.969159	1.352713	1.401187	0.965405	1.001823	1.014457	0.987546	1.061512	1.062421	0.999144	null	null	null
197	0.736915	0.719956	0.511506	Shared	1.07743	1.075666	0.500819	0.888472	0.961576	null	null	null	null	null	null	null	null	null	null	null	null
198	0.527169	1.36427	0.193205	Other	0.532725	0.676812	0.393554	-0.756618	-0.743664	0.588149	2.372339	0.24792	0.560407	2.451299	0.228616	0.602611	2.503196	0.240737	-0.320106	1.078953	-0.296682
199	0.816096	0.834365	0.489052	Shared	0.693085	0.744722	0.465331	0.946977	0.461552	3.72265	3.886445	0.957855	3.826348	4.019278	0.951999	3.856183	4.01297	0.96093	null	null	null

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