Datasets:

science-of-finetuning
/

diffing-stats-Llama-3.2-1B-L8-mu3.6e-02-lr1e-04-local-shuffling-CrosscoderLoss

Split (1)

train · 65.5k rows

Unnamed: 0 int64 0 65.5k	dec_base_norm float64 0.01 1.65	dec_instruct_norm float64 0.01 1.38	dec_norm_diff float64 0 0.99	tag stringclasses 4 values	enc_base_norm float64 0.01 1.98	enc_instruct_norm float64 0.01 1.92	enc_norm_diff float64 0.18 0.85	dec_cos_sim float64 -0.3 0.99	enc_cos_sim float64 -0.76 0.88	beta_reconstruction_base float64 -239.46 1.2k ⌀	beta_reconstruction_chat float64 -122.86 842 ⌀	beta_ratio_reconstruction float64 -25.34 537 ⌀	beta_activation_base float64 -166.62 1.32k ⌀	beta_activation_chat float64 -94.23 952 ⌀	beta_activation_ratio float64 -22,628.65 27.6 ⌀	beta_activation_no_bias_base float64 0.2 553 ⌀	beta_activation_no_bias_chat float64 0.55 478 ⌀	beta_activation_no_bias_ratio float64 0.06 2.04 ⌀	beta_error_base float64 0.01 3.59 ⌀	beta_error_chat float64 0.27 3.91 ⌀	beta_ratio_error float64 0.02 1.1 ⌀
100	0.35707	0.506589	0.352425	Other	0.91471	1.067227	0.428545	0.934502	0.469569	1.215016	7.629672	0.159249	3.062451	9.747232	0.314187	10.077865	12.642654	0.797132	null	null	null
101	0.780392	0.493872	0.683575	Other	1.290145	0.835664	0.676136	0.888474	0.273679	7.934342	7.532337	1.053371	8.854134	8.545179	1.036155	8.438353	8.209178	1.027917	null	null	null
102	0.415569	0.707009	0.293893	Other	0.888132	1.152357	0.385354	0.872406	0.386562	6.804578	7.153038	0.951285	7.331385	7.840763	0.935035	5.245764	6.823471	0.768782	null	null	null
103	0.69089	0.513228	0.628575	Other	1.06311	0.791579	0.627706	0.928781	0.488624	6.780867	6.329156	1.07137	7.611093	7.35548	1.034751	6.737576	6.688137	1.007392	null	null	null
104	0.649023	0.708281	0.458168	Shared	1.139847	1.034823	0.546069	0.705504	0.265929	2.063191	5.518898	0.373841	2.70944	6.480394	0.418098	4.050663	6.737412	0.601219	null	null	null
105	0.687478	0.68613	0.50098	Shared	1.216848	0.961195	0.605047	0.932492	0.529044	3.997788	4.403056	0.907958	4.62367	5.134938	0.900433	4.494258	5.114274	0.878768	null	null	null
106	1.197719	1.240405	0.482793	Shared	1.320796	1.197662	0.546614	0.957626	0.686857	1.577255	1.700094	0.927745	1.61884	1.75576	0.922017	1.592444	1.71364	0.929276	null	null	null
107	0.927271	0.950387	0.487839	Shared	1.027212	0.949408	0.537871	0.931087	0.665832	2.407156	2.397305	1.004109	2.62349	2.639188	0.994052	2.479243	2.668351	0.929129	null	null	null
108	0.714654	0.731292	0.488624	Shared	1.16175	1.051811	0.547316	0.877409	0.61466	4.306254	5.162883	0.834079	4.676131	5.598625	0.835229	5.695787	6.323863	0.900682	null	null	null
109	0.592123	0.584967	0.506043	Shared	1.150159	0.989225	0.569962	0.914467	0.476932	8.938869	9.406462	0.95029	9.558454	10.138403	0.942797	6.920426	7.905894	0.87535	null	null	null
110	0.630199	0.643424	0.489724	Shared	1.05283	0.947864	0.54985	0.959839	0.636606	6.193578	6.472448	0.956914	7.083637	7.478176	0.947241	6.677822	7.225793	0.924164	null	null	null
111	0.679706	0.789778	0.430315	Shared	1.08751	1.084592	0.501341	0.916765	0.65016	5.023738	5.835252	0.860929	5.273672	6.145565	0.858126	5.222068	5.949708	0.877702	null	null	null
112	1.16191	1.242079	0.467728	Shared	1.023316	0.981764	0.520303	0.979396	0.686817	1.255936	1.356859	0.92562	1.343143	1.459036	0.920568	1.333698	1.460377	0.913256	null	null	null
113	0.040692	0.039102	0.51954	Shared	0.127778	0.119627	0.531894	0.700092	0.28133	null	null	null	null	null	null	null	null	null	null	null	null
114	1.065914	1.062951	0.50139	Shared	1.14973	1.089111	0.526362	0.94937	0.656147	1.78486	1.909539	0.934708	1.877739	2.023917	0.927775	1.934225	2.065302	0.936534	null	null	null
115	0.591856	0.577745	0.51192	Shared	1.113096	0.945082	0.575471	0.925921	0.512504	4.813866	5.583212	0.862204	5.867191	6.768992	0.866775	7.071199	7.50089	0.942715	null	null	null
116	0.57217	0.702171	0.407429	Shared	1.051229	1.077465	0.487825	0.922646	0.528781	5.121008	5.385784	0.950838	5.752277	6.135218	0.937583	5.34728	5.701132	0.937933	null	null	null
117	0.695824	0.778818	0.446718	Shared	0.998954	0.961981	0.518506	0.948579	0.554711	4.231329	4.358184	0.970893	4.638789	4.846923	0.957058	4.118671	4.52492	0.91022	null	null	null
118	0.486199	0.526973	0.461313	Shared	1.021878	0.929446	0.545227	0.950551	0.546388	8.005563	8.338522	0.96007	9.266876	9.830537	0.942662	10.214345	11.418941	0.894509	null	null	null
119	1.102771	0.564491	0.744058	Other	1.567776	0.940278	0.700124	0.532137	0.076277	4.012741	5.102899	0.786365	3.855279	5.109745	0.754495	3.559189	4.213229	0.844765	null	null	null
120	0.613922	0.714666	0.429517	Shared	1.015821	1.017622	0.499115	0.936821	0.579963	5.009024	5.753389	0.870621	5.537955	6.375745	0.868597	5.486704	6.291285	0.872112	null	null	null
121	0.743715	0.790031	0.470687	Shared	1.075442	1.019847	0.525848	0.852233	0.447307	3.580025	3.697463	0.968238	3.906509	4.138128	0.944028	3.739618	4.340338	0.861596	null	null	null
122	0.737327	0.026774	0.981844	Base only	1.3046	0.612827	0.765128	0.708955	-0.366243	66.853905	109.676765	0.609554	92.034554	133.856339	0.687562	154.006042	160.104553	0.961909	null	null	null
123	0.904905	0.889375	0.508581	Shared	1.122524	0.987186	0.560283	0.960057	0.600725	2.587551	2.785249	0.92902	2.848166	3.08412	0.923494	3.154824	3.39149	0.930218	null	null	null
124	0.029383	0.626094	0.023465	Chat only	0.60405	1.178112	0.256363	0.847316	-0.279956	11.58503	14.54617	0.796432	13.323141	16.892122	0.788719	8.201172	12.304188	0.666535	1.777882	3.345946	0.531354
125	0.558768	0.550983	0.506967	Shared	1.168394	1.033084	0.557904	0.885099	0.455325	10.861374	9.539735	1.13854	11.676837	10.654277	1.095976	8.775695	9.572659	0.916746	null	null	null
126	0.42038	0.68261	0.307921	Other	0.824675	1.042721	0.395443	0.929416	0.368636	2.915013	5.266842	0.553465	3.90177	6.450467	0.604882	5.052402	6.601908	0.765294	null	null	null
127	0.646802	0.687856	0.470158	Shared	0.993393	0.903101	0.545446	0.950597	0.504197	4.481552	4.768237	0.939876	5.127967	5.504261	0.931636	5.080678	5.51478	0.921284	null	null	null
128	0.419061	0.571019	0.366941	Other	1.000214	1.135477	0.440438	0.829649	0.301701	7.764126	11.525396	0.673654	8.994009	13.235007	0.679562	7.629096	11.378668	0.670474	null	null	null
129	0.621133	0.67703	0.458719	Shared	1.080053	1.05629	0.511001	0.800023	0.318736	4.105054	6.331632	0.648341	4.689018	7.120563	0.658518	4.53545	6.604822	0.686688	null	null	null
130	0.778942	0.00984	0.993684	Base only	1.124135	0.410102	0.817592	0.458157	-0.418494	132.930084	41.926228	3.170571	166.141159	79.146988	2.099147	199.566269	211.048035	0.945596	null	null	null
131	0.046785	0.058493	0.399919	Other	0.289389	0.234582	0.594694	0.291501	0.20032	null	null	null	null	null	null	null	null	null	null	null	null
132	0.607952	0.757914	0.40107	Shared	0.904611	0.978301	0.462338	0.918854	0.449142	4.05878	4.046572	1.003017	4.495345	4.603886	0.976424	4.233023	4.721386	0.896563	null	null	null
133	0.816487	0.859003	0.475253	Shared	0.988791	0.99353	0.497615	0.943063	0.594602	3.325165	3.612096	0.920564	3.585869	3.914391	0.916073	3.513865	3.886977	0.90401	null	null	null
134	0.87299	0.952673	0.458179	Shared	0.905524	0.864645	0.522572	0.927153	0.515701	1.840706	2.156118	0.853713	2.062937	2.425786	0.85042	2.238725	2.593628	0.863164	null	null	null
135	0.662418	0.701041	0.472453	Shared	1.057064	1.005286	0.524491	0.938961	0.556938	5.142585	4.952235	1.038437	5.913777	5.855262	1.009994	4.992767	5.5455	0.900328	null	null	null
136	0.408793	0.948529	0.215488	Other	0.903994	1.103691	0.409532	0.899789	0.222361	3.888726	3.854624	1.008847	4.319263	4.417726	0.977712	4.521342	4.843299	0.933525	null	null	null
137	0.612795	0.925166	0.331181	Other	0.932545	1.082844	0.4306	0.743865	0.287617	2.361753	2.695335	0.876237	2.597826	3.069674	0.846287	2.429425	3.536843	0.686891	null	null	null
138	1.113268	1.114696	0.499359	Shared	1.147125	1.069855	0.53368	0.977943	0.670654	1.683787	1.772746	0.949818	1.833134	1.945146	0.942415	1.854921	1.949856	0.951312	null	null	null
139	1.075276	1.157651	0.464422	Shared	1.102653	1.089874	0.505795	0.96015	0.663325	1.391173	1.545548	0.900117	1.487844	1.646176	0.903819	1.49142	1.643798	0.907301	null	null	null
140	1.164581	1.117987	0.520005	Shared	1.172058	1.0513	0.551515	0.901766	0.601047	1.098231	1.211598	0.906432	1.156766	1.28024	0.903554	1.294102	1.399957	0.924387	null	null	null
141	1.11938	1.076526	0.519142	Shared	1.30976	1.185829	0.547311	0.951878	0.682659	1.864083	1.888984	0.986817	1.987065	2.041067	0.973542	2.059058	2.122277	0.970212	null	null	null
142	0.763608	0.736966	0.517445	Shared	1.141805	0.951572	0.583304	0.905913	0.509462	4.216406	4.944046	0.852825	4.688304	5.480774	0.855409	5.078518	5.58895	0.908671	null	null	null
143	0.522818	0.631112	0.414204	Shared	0.988376	1.011538	0.488551	0.937753	0.453184	3.671845	5.241496	0.700534	4.476368	6.172979	0.725155	5.584592	6.568733	0.850178	null	null	null
144	0.885819	0.787351	0.555581	Shared	1.234576	1.025	0.584878	0.883054	0.571784	3.228582	3.660639	0.881972	3.608485	4.145042	0.870555	4.325276	4.79659	0.90174	null	null	null
145	1.241588	0.946022	0.619027	Other	1.321983	1.085909	0.589288	0.866069	0.613122	2.545151	2.679005	0.950036	2.576655	2.73942	0.940584	2.656554	2.824945	0.940392	null	null	null
146	0.627388	0.631832	0.496484	Shared	1.073511	0.956992	0.55427	0.943671	0.53582	4.372793	4.877046	0.896607	5.221161	5.787302	0.902175	6.044377	6.372874	0.948454	1.785408	1.910264	0.934639
147	0.116379	0.115797	0.502503	Shared	0.164722	0.155514	0.527951	0.699477	0.205862	null	null	null	null	null	null	null	null	null	null	null	null
148	0.742201	0.46651	0.685725	Other	1.315102	0.764948	0.709168	0.886845	0.16414	4.894994	6.429819	0.761296	6.129184	7.847971	0.78099	7.579156	8.445313	0.897439	null	null	null
149	0.810649	0.923932	0.438695	Shared	1.447667	1.327506	0.541502	0.755289	0.592256	2.939457	3.62283	0.811371	2.662107	3.03141	0.878174	2.501619	2.86576	0.872934	null	null	null
150	0.945365	0.989843	0.477533	Shared	1.094655	1.062546	0.514666	0.953407	0.540046	2.510144	2.690878	0.932835	2.62716	2.832497	0.927507	2.501883	2.742152	0.912379	null	null	null
151	0.651568	0.689632	0.472402	Shared	1.118361	1.061711	0.525327	0.92933	0.502747	5.396745	5.618179	0.960586	5.923348	6.310419	0.938662	4.724324	5.396223	0.875487	null	null	null
152	0.66604	0.722435	0.460969	Shared	1.039587	1.009768	0.514342	0.941344	0.5439	5.873277	5.770659	1.017783	6.401955	6.389273	1.001985	5.910996	6.217884	0.950644	null	null	null
153	0.020772	0.658667	0.015768	Chat only	0.638761	1.215144	0.262833	0.714831	-0.37894	7.170218	9.802451	0.731472	8.42417	11.873788	0.709476	8.2335	12.45666	0.660972	1.276474	3.071347	0.415607
154	0.639831	0.640677	0.499339	Shared	0.969084	0.875703	0.54818	0.958228	0.492876	4.648983	4.836936	0.961142	5.315336	5.641184	0.942238	4.727131	5.196999	0.909589	null	null	null
155	0.572472	0.686441	0.416985	Shared	1.123372	1.135381	0.494712	0.940818	0.602493	5.550164	6.55114	0.847206	5.894575	6.928242	0.850804	6.379574	7.180319	0.888481	null	null	null
156	0.521989	0.601341	0.434021	Shared	0.982564	0.954037	0.514516	0.960474	0.539295	7.703072	7.650094	1.006925	8.646283	8.738757	0.989418	7.128466	7.961034	0.89542	null	null	null
157	0.618588	0.75148	0.41158	Shared	1.083526	1.020323	0.529165	0.827111	0.455871	4.338682	6.438141	0.673903	4.851027	7.179328	0.675694	4.314485	5.652774	0.763251	null	null	null
158	0.376046	0.510741	0.368138	Other	0.852349	1.018698	0.418352	0.960582	0.565072	5.867104	8.85832	0.662327	7.521207	10.744749	0.699989	9.604897	11.72819	0.818958	null	null	null
159	0.72653	0.688505	0.526169	Shared	1.129225	1.031381	0.543324	0.946643	0.675786	5.540897	5.613911	0.986994	6.008394	6.188651	0.970873	5.887291	5.928465	0.993055	null	null	null
160	0.585538	0.511362	0.56334	Shared	1.056401	0.906368	0.571012	0.929027	0.474233	3.184661	4.385908	0.726112	4.466354	5.8248	0.766783	8.245566	8.639603	0.954392	null	null	null
161	0.613294	0.57478	0.531399	Shared	1.089414	0.908724	0.58293	0.913008	0.480493	6.017838	7.315661	0.822597	7.179986	8.668547	0.82828	6.786998	7.344576	0.924083	null	null	null
162	0.617892	0.712633	0.433528	Shared	1.028223	0.972707	0.526996	0.956626	0.524408	3.94974	4.513146	0.875163	4.670677	5.314963	0.878779	4.123741	4.776313	0.863373	null	null	null
163	0.651091	0.682138	0.477243	Shared	1.033588	1.036769	0.498466	0.924875	0.560556	3.882287	4.527976	0.8574	4.476785	5.234641	0.855223	4.797385	5.319151	0.901908	null	null	null
164	0.860539	0.791259	0.540254	Shared	1.090546	1.010115	0.536877	0.767201	0.379018	2.823261	3.522435	0.801508	3.049176	3.820489	0.798111	3.334578	4.322031	0.77153	null	null	null
165	0.617641	0.647362	0.477044	Shared	1.076075	0.970701	0.548962	0.918068	0.491165	5.080087	5.544677	0.91621	5.771283	6.391384	0.902979	5.135444	5.965079	0.860918	null	null	null
166	0.768819	0.045686	0.970288	Base only	1.280524	0.563145	0.780112	0.658317	-0.202892	80.126312	45.501202	1.760971	92.964996	61.81702	1.503874	106.486061	97.035263	1.097396	null	null	null
167	0.865097	0.754716	0.563797	Shared	1.126575	0.905262	0.598224	0.896968	0.473831	2.949134	2.931474	1.006024	3.244492	3.290136	0.986127	3.386271	3.311652	1.022532	null	null	null
168	0.613212	0.644958	0.475389	Shared	1.069863	1.041951	0.513045	0.932016	0.650196	7.092623	6.909311	1.026531	7.720057	7.668734	1.006693	7.050558	7.484544	0.942016	null	null	null
169	0.741848	0.804874	0.460847	Shared	1.065054	1.02621	0.518236	0.93073	0.550213	4.566756	4.561498	1.001153	5.039937	5.136598	0.981182	4.826829	5.184651	0.930984	null	null	null
170	0.724788	0.803636	0.450943	Shared	1.108921	0.961009	0.566692	0.964851	0.651188	4.32566	4.466629	0.96844	4.747234	4.976237	0.953981	4.903963	5.166222	0.949236	null	null	null
171	0.709951	0.704901	0.503556	Shared	1.078113	0.979971	0.545516	0.915954	0.592624	5.711668	5.771448	0.989642	6.147472	6.264341	0.981344	5.713542	6.200741	0.921429	null	null	null
172	0.703009	0.736726	0.477118	Shared	1.120395	1.036369	0.537498	0.940592	0.672344	4.698358	5.524812	0.85041	5.048406	5.902115	0.855355	5.531671	6.141629	0.900685	null	null	null
173	0.643916	0.731543	0.440108	Shared	1.001645	1.022877	0.489621	0.899857	0.5158	3.534254	4.224141	0.83668	4.094549	4.898228	0.835925	4.575617	5.134865	0.891088	null	null	null
174	0.760076	0.040776	0.973176	Base only	1.233452	0.503808	0.795773	0.813466	-0.321375	36.742432	47.597301	0.771944	57.251869	68.060295	0.841193	96.658531	94.101532	1.027173	null	null	null
175	0.953785	0.938769	0.507872	Shared	1.180787	1.059963	0.551163	0.957306	0.674896	3.083474	3.264649	0.944504	3.32129	3.536005	0.939278	3.363377	3.523787	0.954478	null	null	null
176	0.400439	0.704198	0.284323	Other	0.77916	1.078132	0.361347	0.926309	0.355527	4.905561	5.759846	0.851683	5.874398	6.831069	0.859953	5.740788	6.82389	0.841278	null	null	null
177	1.095591	1.140092	0.480483	Shared	1.168367	1.195924	0.488479	0.937126	0.669381	2.222726	2.380938	0.933551	2.208923	2.375003	0.930072	2.101784	2.355739	0.892197	null	null	null
178	0.862391	0.89737	0.48051	Shared	1.125952	1.094915	0.513783	0.944525	0.715572	3.044333	3.521733	0.864442	3.174695	3.682592	0.862082	3.570759	3.939488	0.906402	null	null	null
179	0.697719	0.67251	0.518065	Shared	1.090083	0.992149	0.544921	0.920017	0.601753	3.8736	4.635415	0.835653	4.667374	5.517544	0.845915	4.530849	4.997729	0.906582	null	null	null
180	0.722552	0.774922	0.46621	Shared	1.093831	1.025152	0.531394	0.929313	0.64076	5.000165	5.362096	0.932502	5.417681	5.845247	0.926852	5.17074	5.599164	0.923484	null	null	null
181	0.740027	0.706069	0.522943	Shared	1.127979	1.016411	0.549455	0.923994	0.574122	4.462464	4.534392	0.984137	4.785918	4.883995	0.979919	4.698286	4.809299	0.976917	null	null	null
182	0.531682	0.748968	0.354943	Other	1.038576	1.106565	0.469279	0.92048	0.523304	5.071794	5.813258	0.872453	5.717566	6.567215	0.870623	4.376971	5.693179	0.76881	null	null	null
183	1.132623	1.165761	0.485787	Shared	1.111254	1.07399	0.516767	0.978356	0.717767	1.385832	1.45627	0.951632	1.448929	1.538898	0.941537	1.451661	1.55273	0.934909	null	null	null
184	0.768722	0.939172	0.409255	Shared	1.159322	1.175939	0.492934	0.786587	0.564394	2.967729	3.290039	0.902035	3.124528	3.392114	0.921115	2.98192	3.565895	0.836233	null	null	null
185	0.580613	0.667792	0.434726	Shared	0.976482	0.990937	0.492706	0.946043	0.479349	5.392359	5.587851	0.965015	6.124604	6.493905	0.943131	5.685187	6.380148	0.891075	null	null	null
186	0.097755	0.93962	0.052018	Chat only	0.850341	1.122116	0.378901	0.878943	-0.009929	5.135588	5.902791	0.870027	5.674731	6.611839	0.858268	5.977039	6.633567	0.901029	0.630585	1.709049	0.368968
187	1.13129	1.221258	0.463166	Shared	1.264452	1.258837	0.50222	0.919975	0.685625	1.223762	1.413298	0.865891	1.247739	1.451071	0.859874	1.236202	1.457003	0.848455	null	null	null
188	0.837726	0.848757	0.493502	Shared	1.017542	0.980091	0.518402	0.9128	0.578757	2.689824	3.099681	0.867774	2.910156	3.361713	0.865677	3.154438	3.574689	0.882437	null	null	null
189	0.648639	0.754977	0.429575	Shared	1.202845	1.192177	0.504434	0.727533	0.51111	5.260179	5.549793	0.947815	5.427393	5.790355	0.937316	5.022266	5.672536	0.885365	null	null	null
190	0.660066	0.773164	0.42686	Shared	1.127511	1.135121	0.496648	0.909921	0.62743	6.133804	6.258141	0.980132	6.408555	6.614436	0.968874	5.4202	5.998555	0.903584	null	null	null
191	0.564285	0.624864	0.451526	Shared	1.037889	1.007839	0.514477	0.941343	0.580324	7.667788	7.67767	0.998713	8.48789	8.618196	0.98488	7.091015	7.796419	0.909522	1.670187	1.940526	0.860688
192	0.903527	0.90663	0.498289	Shared	0.93556	0.871848	0.53405	0.955931	0.486903	2.752954	2.856178	0.96386	3.024685	3.194313	0.946897	3.080011	3.246299	0.948776	null	null	null
193	0.944446	0.02453	0.987014	Base only	1.098062	0.455189	0.792731	0.723215	-0.397514	89.77906	72.017097	1.246635	112.383636	94.296516	1.191811	112.948555	88.035751	1.282985	null	null	null
194	1.128676	1.110684	0.50797	Shared	1.14915	1.032388	0.550804	0.964078	0.736656	1.758117	1.787904	0.98334	1.850473	1.905082	0.971335	2.01105	2.06426	0.974223	null	null	null
195	0.512401	0.622	0.411898	Shared	1.006744	1.023696	0.49172	0.940434	0.537874	7.347217	7.737625	0.949544	8.171722	8.702074	0.939055	8.153593	9.010257	0.904923	null	null	null
196	0.711481	0.035248	0.975229	Base only	1.321154	0.635027	0.759669	0.727463	-0.309988	157.261826	158.119263	0.994577	176.910522	179.397766	0.986136	134.266159	138.640518	0.968448	null	null	null
197	0.708073	0.619374	0.562634	Shared	1.116039	0.960066	0.569878	0.910476	0.539879	7.298441	7.142628	1.021814	7.943548	7.903109	1.005117	6.947701	7.181932	0.967386	null	null	null
198	0.971218	1.014785	0.478534	Shared	1.305104	1.163686	0.554179	0.983591	0.670621	2.105798	2.246039	0.937561	2.448848	2.630108	0.931083	2.612451	2.740976	0.95311	null	null	null
199	0.89221	0.935263	0.476984	Shared	1.077101	1.13063	0.476328	0.905392	0.610938	4.195624	4.323557	0.97041	4.39297	4.549388	0.965618	3.978689	4.287455	0.927984	null	null	null

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