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 ⌀
4,500	1.120063	1.116379	0.501645	Shared	1.276717	1.268135	0.503361	0.94607	0.93606	1.371244	1.403847	0.976776	1.4395	1.46884	0.980025	1.436666	1.466179	0.979871	null	null	null
4,501	0.959375	0.970977	0.494026	Shared	1.310702	1.319968	0.49649	0.947598	0.924895	1.830859	1.895312	0.965994	1.719203	1.763735	0.974751	1.7286	1.771874	0.975577	null	null	null
4,502	0.939441	0.946247	0.496404	Shared	0.619205	0.632578	0.48943	0.963117	0.39156	2.137266	2.149918	0.994115	2.137427	2.141806	0.997955	2.152851	2.154538	0.999217	null	null	null
4,503	0.946715	1.060327	0.446426	Shared	0.786836	0.815752	0.482277	0.907123	0.662555	2.088405	2.199433	0.94952	1.999817	2.049515	0.975751	1.9006	1.929218	0.985166	null	null	null
4,504	1.09192	0.992907	0.545339	Shared	0.883801	0.859537	0.513727	0.958335	0.769066	2.615818	2.544754	1.027926	2.693099	2.592652	1.038743	2.735466	2.63258	1.039082	null	null	null
4,505	1.092822	1.056965	0.516406	Shared	1.16131	1.170968	0.495876	0.965008	0.883497	2.229392	2.210991	1.008322	2.201185	2.164547	1.016926	2.1875	2.14497	1.019828	null	null	null
4,506	0.845856	0.851495	0.496689	Shared	0.662058	0.676108	0.48961	0.965088	0.625018	3.013144	2.994531	1.006216	2.942713	2.937365	1.001821	3.034722	2.982575	1.017484	null	null	null
4,507	1.067904	1.061166	0.503155	Shared	1.182108	1.167261	0.50628	0.893107	0.944686	1.558763	1.697378	0.918336	1.385678	1.49938	0.924167	1.369714	1.489978	0.919284	null	null	null
4,508	1.051253	1.065786	0.493182	Shared	1.115527	1.119954	0.498024	0.913375	0.963001	1.364011	1.547337	0.881522	1.304261	1.714897	0.760548	1.389067	1.795184	0.773774	null	null	null
4,509	1.011612	0.997511	0.50697	Shared	1.157811	1.145128	0.505477	0.900774	0.945527	null	null	null	null	null	null	null	null	null	null	null	null
4,510	1.431612	1.383799	0.516699	Shared	0.527127	0.488163	0.536959	0.995854	0.47082	1.456164	1.402809	1.038034	1.453089	1.386746	1.04784	1.450281	1.387079	1.045564	null	null	null
4,511	0.868219	0.838495	0.517118	Shared	0.639929	0.62805	0.509281	0.958506	0.456601	3.109421	3.216639	0.966668	3.171649	3.251145	0.975548	3.077299	3.114658	0.988006	null	null	null
4,512	1.028345	1.014097	0.506928	Shared	1.164375	1.157527	0.502941	0.931555	0.955222	null	null	null	null	null	null	null	null	null	null	null	null
4,513	0.965557	0.902345	0.532733	Shared	0.698374	0.667512	0.522096	0.979533	0.7023	2.228216	2.064834	1.079126	2.220369	2.048597	1.083849	2.25229	2.090856	1.077209	null	null	null
4,514	1.023082	1.032963	0.495217	Shared	1.088524	1.091816	0.498492	0.949991	0.97008	1.873202	1.799031	1.041228	1.419436	1.397719	1.015538	1.451743	1.49566	0.970637	null	null	null
4,515	1.05862	1.00033	0.527531	Shared	1.354074	1.330917	0.508551	0.974543	0.941278	1.42648	1.434677	0.994286	1.518604	1.500958	1.011756	1.585339	1.570597	1.009386	null	null	null
4,516	0.838039	0.863053	0.485509	Shared	0.616899	0.634717	0.485964	0.974952	0.424873	2.639868	2.578698	1.023721	2.666777	2.594309	1.027933	2.608414	2.572339	1.014024	null	null	null
4,517	0.939524	1.08395	0.43338	Shared	0.774385	0.77843	0.497402	0.926801	0.647877	2.008594	2.277673	0.881863	2.002384	2.196424	0.911657	1.995944	2.165842	0.921556	null	null	null
4,518	0.869489	0.844286	0.514493	Shared	1.273723	1.300698	0.48963	0.908823	0.877925	1.562908	1.551721	1.007209	1.55737	1.53016	1.017783	1.553371	1.539337	1.009117	null	null	null
4,519	1.040805	1.031458	0.50449	Shared	1.055952	1.053251	0.501279	0.950348	0.976193	null	null	null	null	null	null	null	null	null	null	null	null
4,520	0.899876	0.954778	0.471249	Shared	0.685805	0.748248	0.458273	0.961047	0.455065	3.102291	3.14204	0.987349	3.160084	3.202515	0.986751	3.14779	3.181891	0.989283	null	null	null
4,521	0.877969	1.033009	0.424957	Shared	0.645034	0.739306	0.436243	0.955863	0.590965	1.69144	1.875592	0.901817	1.688751	1.869375	0.903377	1.677477	1.891828	0.886696	0.809708	0.993778	0.814778
4,522	1.052506	1.152687	0.456545	Shared	1.221398	1.22038	0.500416	0.874778	0.950678	1.432828	1.638575	0.874435	1.299474	1.474891	0.881064	1.287112	1.468048	0.876751	null	null	null
4,523	0.973843	0.966876	0.503577	Shared	1.188427	1.186204	0.500935	0.928962	0.947238	1.903174	1.957464	0.972265	1.925643	2.017267	0.95458	1.848112	1.953963	0.945827	null	null	null
4,524	0.993761	1.043692	0.47608	Shared	0.919408	0.889802	0.5161	0.608734	0.472018	2.525124	3.246689	0.777753	2.526815	3.233247	0.78151	2.577608	3.225731	0.799077	null	null	null
4,525	1.154459	0.8688	0.62372	Other	1.217239	1.210376	0.502819	0.399631	0.645443	0.957537	1.775029	0.539449	0.935458	1.648375	0.567503	0.892243	1.599352	0.557877	null	null	null
4,526	1.050037	1.045124	0.502339	Shared	1.137036	1.134996	0.500897	0.893785	0.941347	null	null	null	null	null	null	null	null	null	null	null	null
4,527	0.989806	0.987467	0.501181	Shared	1.101721	1.102474	0.499658	0.937057	0.767971	2.064133	2.151324	0.959471	2.154446	2.243524	0.960296	2.141007	2.218083	0.965251	null	null	null
4,528	0.948341	0.95115	0.498524	Shared	1.159492	1.159576	0.499964	0.925517	0.953503	2.012954	1.758284	1.14484	2.267602	1.990362	1.139291	2.852902	2.503314	1.13965	null	null	null
4,529	0.951748	0.941575	0.505344	Shared	1.082531	1.091653	0.495822	0.912807	0.947818	null	null	null	null	null	null	null	null	null	null	null	null
4,530	1.069606	1.066361	0.501517	Shared	1.224219	1.220856	0.501374	0.882631	0.938865	1.591658	1.736452	0.916615	1.701235	1.992447	0.853842	1.867166	2.17068	0.860175	null	null	null
4,531	0.96208	0.956726	0.502783	Shared	0.756244	0.775919	0.487321	0.976361	0.254517	2.508401	2.462232	1.018751	2.509892	2.467749	1.017078	2.544612	2.532733	1.00469	null	null	null
4,532	1.035864	1.039292	0.49835	Shared	0.795459	0.792352	0.501953	0.955898	0.701628	3.087874	3.014359	1.024388	3.057876	2.989552	1.022854	3.024749	2.966627	1.019592	null	null	null
4,533	1.007259	0.996966	0.505109	Shared	1.044446	1.036202	0.503947	0.945834	0.973103	2.597035	2.562982	1.013287	2.822464	2.824142	0.999406	3.200165	3.212141	0.996271	null	null	null
4,534	1.008236	1.007156	0.500535	Shared	1.047595	1.047534	0.500029	0.934494	0.970513	null	null	null	null	null	null	null	null	null	null	null	null
4,535	1.058849	1.034661	0.511422	Shared	1.08318	1.076276	0.503187	0.942786	0.820334	1.559806	1.515984	1.028906	1.454679	1.426411	1.019818	1.45145	1.439398	1.008372	null	null	null
4,536	1.046383	1.045633	0.500358	Shared	1.280657	1.262725	0.507001	0.902243	0.889192	1.287022	1.375831	0.935451	1.405513	1.452749	0.967485	1.391948	1.442355	0.965053	null	null	null
4,537	1.019624	1.000916	0.509174	Shared	1.096937	1.107605	0.495184	0.906911	0.933201	1.965362	1.637714	1.200064	1.763761	1.47094	1.199071	1.884286	1.598167	1.17903	null	null	null
4,538	1.084721	1.06039	0.511216	Shared	1.369299	1.34395	0.509256	0.922147	0.920959	1.650486	1.669428	0.988654	1.589159	1.614058	0.984574	1.585729	1.612937	0.983131	null	null	null
4,539	0.914779	0.919907	0.497213	Shared	0.933612	0.899517	0.51826	0.937294	0.772182	2.484916	2.574489	0.965208	2.47439	2.570658	0.962551	2.443661	2.564302	0.952954	null	null	null
4,540	0.861056	0.970587	0.443574	Shared	0.518436	0.612374	0.4233	0.982627	0.509799	2.29534	2.320693	0.989075	2.3024	2.306914	0.998043	2.241629	2.273066	0.98617	null	null	null
4,541	1.037106	1.03802	0.49956	Shared	1.070429	1.07	0.5002	0.928185	0.971803	1.504224	1.601884	0.939034	1.0868	1.207737	0.899865	1.033295	1.189229	0.868878	null	null	null
4,542	0.989492	0.93204	0.529031	Shared	1.237556	1.252538	0.494019	0.902581	0.943541	1.671106	1.672195	0.999349	1.448807	1.439843	1.006226	1.395181	1.388468	1.004835	null	null	null
4,543	1.03746	1.04782	0.495057	Shared	1.206003	1.194268	0.504865	0.864395	0.921519	null	null	null	null	null	null	null	null	null	null	null	null
4,544	1.089613	1.071083	0.508503	Shared	1.337291	1.343588	0.497657	0.934279	0.911994	1.615364	1.652863	0.977313	1.514272	1.499805	1.009646	1.518037	1.503182	1.009883	null	null	null
4,545	0.994006	1.023825	0.485438	Shared	0.583452	0.606019	0.48138	0.98686	0.37772	2.123221	2.144497	0.990079	2.176642	2.173191	1.001588	2.178662	2.158504	1.009339	null	null	null
4,546	1.104504	1.109583	0.497711	Shared	1.197404	1.204948	0.496869	0.887494	0.942294	2.70658	2.597491	1.041998	1.763277	1.531236	1.151538	1.82373	1.586034	1.149868	null	null	null
4,547	1.027312	1.016517	0.505254	Shared	1.083642	1.093844	0.495337	0.923516	0.95758	1.475722	1.441915	1.023446	1.243397	1.154458	1.07704	1.303972	1.236544	1.054529	null	null	null
4,548	0.886934	0.863555	0.51318	Shared	1.299954	1.319126	0.492733	0.899228	0.894284	1.899178	1.959615	0.969159	1.792674	1.791033	1.000916	1.77219	1.762966	1.005232	null	null	null
4,549	1.007363	0.992731	0.507262	Shared	1.101458	1.113767	0.494474	0.920094	0.956557	null	null	null	null	null	null	null	null	null	null	null	null
4,550	1.183505	0.797791	0.662954	Other	0.987632	0.8216	0.584055	0.033632	0.226459	-0.711488	1.830605	-0.388663	-0.703561	1.693678	-0.415404	-0.690941	1.674715	-0.412572	null	null	null
4,551	1.023293	1.021079	0.501081	Shared	1.105468	1.10979	0.498053	0.94388	0.968702	1.362437	1.420213	0.959319	1.013849	1.067207	0.950003	1.11287	1.137847	0.978048	null	null	null
4,552	0.90553	0.857792	0.526359	Shared	1.111647	1.057918	0.524167	0.934163	0.842975	2.195548	2.236602	0.981644	2.085251	2.065486	1.009569	2.082389	2.055589	1.013038	null	null	null
4,553	0.797858	0.731507	0.541581	Shared	0.961502	0.951302	0.505304	0.907482	0.609872	2.922385	2.930888	0.997099	2.812858	2.810846	1.000716	2.99334	2.982131	1.003759	null	null	null
4,554	0.901662	0.93208	0.483683	Shared	0.853278	0.846392	0.504035	0.919055	0.739564	3.122411	3.232164	0.966044	3.095139	3.165914	0.977645	3.090278	3.132695	0.98646	null	null	null
4,555	0.899299	0.854186	0.525082	Shared	0.672414	0.631614	0.530339	0.952362	0.509139	3.745363	3.647002	1.02697	3.762195	3.653044	1.029879	3.667072	3.589433	1.02163	null	null	null
4,556	1.12111	1.054995	0.529487	Shared	1.135795	1.130306	0.502416	0.990546	0.922032	1.514501	1.438635	1.052734	1.493362	1.431333	1.043336	1.494068	1.441019	1.036814	null	null	null
4,557	1.023216	1.037161	0.493278	Shared	1.094311	1.103165	0.495987	0.917213	0.957789	1.284852	1.46617	0.876332	1.00529	1.215523	0.827043	1.080606	1.284802	0.841068	null	null	null
4,558	1.028798	1.027972	0.500401	Shared	1.107699	1.110177	0.498884	0.942654	0.962362	1.992321	1.821855	1.093567	2.188706	2.047373	1.069032	2.310903	2.250408	1.026882	null	null	null
4,559	1.038553	0.865816	0.583162	Shared	1.24988	1.213438	0.514578	0.811755	0.866934	1.754129	1.843333	0.951607	1.489838	1.536625	0.969552	1.479251	1.497247	0.987981	null	null	null
4,560	1.03161	1.013973	0.508548	Shared	0.903256	0.854956	0.526736	0.899115	0.684779	1.700644	1.838302	0.925116	1.550292	1.588946	0.975673	1.661587	1.68287	0.987353	null	null	null
4,561	1.131018	1.085062	0.520316	Shared	1.299277	1.284321	0.505756	0.890584	0.919179	1.258112	1.30103	0.967013	1.380105	1.421093	0.971157	1.370437	1.410568	0.97155	null	null	null
4,562	0.850217	0.860649	0.493939	Shared	0.71845	0.724376	0.49591	0.943666	0.239731	3.931695	3.713026	1.058892	3.932046	3.704091	1.061541	3.500478	3.375899	1.036902	null	null	null
4,563	1.107387	1.073952	0.515096	Shared	1.393709	1.427661	0.488109	0.857306	0.873555	1.40171	1.469064	0.954152	1.173679	1.204454	0.974449	1.249101	1.287972	0.96982	null	null	null
4,564	1.015863	1.029086	0.493575	Shared	1.277645	1.31598	0.485435	0.818004	0.879335	1.334206	1.533285	0.870162	1.37358	1.560782	0.880059	1.384552	1.570185	0.881776	null	null	null
4,565	1.040144	1.049561	0.495514	Shared	1.130336	1.129207	0.500499	0.933046	0.938367	1.610935	1.708107	0.943111	1.421125	1.515247	0.937883	1.491573	1.559434	0.956483	null	null	null
4,566	1.040368	1.014212	0.512571	Shared	1.265517	1.272935	0.497086	0.910681	0.947126	2.334032	2.384304	0.978916	2.878771	2.926261	0.983771	2.829795	2.886601	0.980321	null	null	null
4,567	0.995367	0.959769	0.517882	Shared	0.565237	0.540023	0.522304	0.97246	0.425648	2.707401	2.638818	1.02599	2.701959	2.62033	1.031152	2.752069	2.641521	1.04185	null	null	null
4,568	1.012265	1.004488	0.503842	Shared	1.125713	1.114416	0.505018	0.887334	0.95417	1.473653	1.556856	0.946557	1.258739	1.359502	0.925882	1.267848	1.363848	0.929611	null	null	null
4,569	0.982419	0.813304	0.586071	Shared	1.327937	1.287784	0.515119	0.881812	0.927396	1.276759	1.13314	1.126744	0.83563	0.706592	1.18262	0.902811	0.764638	1.180704	null	null	null
4,570	1.098942	1.069114	0.513571	Shared	0.613708	0.622857	0.492656	0.987747	0.439425	2.281364	2.207489	1.033466	2.261408	2.177284	1.038637	2.271556	2.190729	1.036895	null	null	null
4,571	1.044474	1.044554	0.499962	Shared	1.145928	1.142278	0.501593	0.900973	0.948725	1.131824	1.241293	0.911811	0.534892	0.581322	0.920131	0.584629	0.639347	0.914416	null	null	null
4,572	1.027352	1.02805	0.49966	Shared	1.088478	1.094144	0.497411	0.945452	0.963754	1.294612	1.345966	0.961846	0.906138	0.995462	0.910269	0.845212	0.946702	0.892796	null	null	null
4,573	1.092163	1.004529	0.54012	Shared	1.286498	1.295137	0.496665	0.922637	0.878935	1.519216	1.482276	1.024921	1.38413	1.33862	1.033998	1.397012	1.350818	1.034197	null	null	null
4,574	1.147632	0.971997	0.57652	Shared	1.161017	1.16568	0.498	0.552197	0.893566	0.788796	1.167814	0.675447	0.689124	0.992388	0.69441	0.669926	0.986608	0.679019	null	null	null
4,575	0.968037	0.966521	0.500783	Shared	1.158623	1.153987	0.502001	0.946768	0.8789	1.847472	1.844641	1.001535	1.865116	1.828579	1.019981	2.015589	2.003468	1.00605	null	null	null
4,576	0.916595	0.896569	0.510924	Shared	1.286745	1.288503	0.499318	0.936348	0.945044	1.561365	1.563826	0.998426	1.135593	1.090956	1.040915	1.133901	1.095138	1.035395	null	null	null
4,577	1.007904	1.025331	0.491502	Shared	1.233186	1.228466	0.501914	0.935163	0.957426	1.703868	1.77649	0.95912	2.436015	2.537844	0.959876	2.422164	2.518059	0.961917	null	null	null
4,578	1.011949	0.995188	0.508282	Shared	1.172218	1.175773	0.498488	0.840126	0.928511	1.216449	1.396912	0.870813	0.625723	0.732238	0.854535	0.630848	0.724662	0.870541	null	null	null
4,579	1.019381	1.01273	0.503262	Shared	1.087718	1.082897	0.502216	0.934385	0.970533	1.46964	1.555928	0.944542	1.106928	1.250419	0.885245	1.093512	1.210516	0.903343	null	null	null
4,580	0.952069	0.804939	0.577269	Shared	1.349934	1.317343	0.512071	0.559459	0.785726	1.254858	1.471525	0.852761	1.228339	1.330004	0.92356	1.257259	1.360737	0.923954	null	null	null
4,581	1.00774	0.95137	0.527969	Shared	1.024936	1.016662	0.504036	0.863423	0.798329	1.817087	2.057289	0.883243	1.768536	1.993408	0.887192	1.733302	1.950274	0.888748	null	null	null
4,582	1.033902	1.002849	0.515017	Shared	1.149776	1.145665	0.501788	0.929932	0.961832	1.331987	1.361618	0.978238	1.102315	1.114305	0.98924	1.052134	1.079815	0.974365	null	null	null
4,583	1.072672	1.027379	0.521112	Shared	0.576928	0.549555	0.523723	0.979321	0.350733	3.173002	3.092415	1.02606	3.114689	3.028845	1.028342	3.030488	2.964735	1.022178	null	null	null
4,584	0.991758	1.097335	0.451894	Shared	0.65033	0.671146	0.484492	0.975273	0.619065	1.633191	1.755021	0.930582	1.668254	1.722215	0.968668	1.615597	1.684793	0.958929	null	null	null
4,585	1.094646	1.08237	0.505608	Shared	0.609475	0.608529	0.500776	0.962927	0.641248	2.507377	2.523652	0.993551	2.412277	2.419626	0.996963	2.342444	2.354209	0.995002	null	null	null
4,586	1.019529	1.025416	0.497129	Shared	1.095909	1.094907	0.500457	0.92389	0.959009	2.192848	2.174064	1.00864	2.047166	2.040128	1.00345	1.903891	1.93401	0.984427	null	null	null
4,587	0.853955	0.833048	0.512242	Shared	0.861439	0.866222	0.497239	0.949768	0.815042	2.901577	2.947575	0.984395	2.941256	2.971999	0.989656	2.953485	2.986995	0.988782	null	null	null
4,588	0.925343	0.976564	0.473775	Shared	1.00921	1.003915	0.502623	0.936112	0.884483	2.177195	2.310169	0.94244	2.152331	2.279492	0.944215	2.128995	2.259367	0.942297	null	null	null
4,589	0.965478	0.942123	0.512095	Shared	1.00392	0.969241	0.517272	0.932562	0.772318	2.617482	2.507171	1.043998	2.706676	2.489038	1.087439	2.783568	2.620013	1.062425	null	null	null
4,590	1.062171	1.078283	0.492529	Shared	1.108926	1.11332	0.498027	0.926377	0.962316	1.103183	1.220589	0.903812	0.500542	0.634205	0.789243	0.584689	0.719432	0.81271	0.309894	0.413617	0.749231
4,591	1.037598	1.118082	0.464008	Shared	1.169586	1.203438	0.485935	0.575164	0.754462	1.256292	1.878783	0.668673	1.285679	1.924544	0.668043	1.245206	1.889336	0.659071	null	null	null
4,592	1.051169	1.044971	0.502948	Shared	1.142392	1.146383	0.498259	0.904716	0.953592	null	null	null	null	null	null	null	null	null	null	null	null
4,593	1.022925	1.015893	0.503437	Shared	1.075662	1.079186	0.498367	0.93539	0.963855	null	null	null	null	null	null	null	null	null	null	null	null
4,594	1.044371	1.043857	0.500246	Shared	1.204007	1.20096	0.501265	0.907788	0.934426	1.166832	1.264042	0.923096	0.889488	0.966947	0.919893	0.889444	0.97072	0.916272	null	null	null
4,595	1.706932	1.051841	0.691891	Other	1.184629	1.045666	0.558652	0.002843	0.556614	0.308567	1.51493	0.203684	0.306808	1.350244	0.227224	0.355062	1.414864	0.250951	null	null	null
4,596	1.052197	1.04466	0.503582	Shared	1.194351	1.186238	0.503396	0.90613	0.939572	1.808518	1.823475	0.991798	2.169096	2.370465	0.915051	2.227931	2.457723	0.906502	null	null	null
4,597	1.004495	1.006451	0.499028	Shared	1.027573	1.028147	0.499721	0.961538	0.9759	null	null	null	null	null	null	null	null	null	null	null	null
4,598	1.025587	0.9764	0.52398	Shared	0.650765	0.581723	0.553047	0.985884	0.399993	2.616734	2.505367	1.044451	2.611643	2.486291	1.050417	2.688206	2.573695	1.044493	null	null	null
4,599	1.020508	1.027893	0.496408	Shared	1.116769	1.115229	0.50069	0.939963	0.958145	1.274499	1.350613	0.943644	0.954328	1.022835	0.933023	0.975163	1.041915	0.935934	null	null	null

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