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science-of-finetuning
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diffing-stats-Meta-Llama-3.1-8B-L16-k222-lr1e-04-local-shuffling-Decoupled

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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 null -10.31 9.34 ⌀	beta_error_chat null -11.91 11.6 ⌀	beta_ratio_error null -0.78 2.17 ⌀
0	0.817843	0.795921	0.513403	Shared	1.191245	1.179184	0.505062	0.963902	0.901855	2.224493	2.267834	0.980889	2.161624	2.175402	0.993666	2.143022	2.163405	0.990578	null	null	null
1	0.964194	0.938495	0.513327	Shared	0.803339	0.720128	0.551791	0.971269	0.595437	2.90634	2.77041	1.049065	2.9207	2.746062	1.063596	2.805797	2.663273	1.053515	null	null	null
2	0.954024	0.951253	0.501453	Shared	1.047772	1.051191	0.498374	0.949293	0.95992	null	null	null	null	null	null	null	null	null	null	null	null
3	0.992075	1.011384	0.490454	Shared	1.066091	1.066013	0.500037	0.936855	0.96443	4.490324	4.739819	0.947362	4.372966	4.325731	1.010919	4.277439	4.357162	0.981703	null	null	null
4	1.086702	1.074673	0.505535	Shared	1.211933	1.209709	0.500918	0.897725	0.941948	1.628324	1.749145	0.930926	1.748644	1.787196	0.978429	1.752808	1.771839	0.989259	null	null	null
5	0.794521	0.923135	0.430339	Shared	0.639738	0.769374	0.415752	0.932978	0.400184	3.562545	3.840666	0.927585	3.851941	3.791071	1.016056	3.810771	3.779466	1.008283	null	null	null
6	1.234049	1.210208	0.50966	Shared	0.571749	0.554867	0.514764	0.985157	0.603135	1.463236	1.482636	0.986915	1.465406	1.459895	1.003775	1.492821	1.473689	1.012982	null	null	null
7	1.079084	1.051064	0.512983	Shared	1.160632	1.171518	0.495354	0.88945	0.952066	1.22601	1.327318	0.923674	0.970428	1.163517	0.834047	1.083129	1.248779	0.867351	null	null	null
8	0.794114	0.735898	0.536654	Shared	0.978119	0.948693	0.515042	0.955632	0.86935	2.752968	2.788047	0.987418	2.700889	2.730244	0.989248	2.725207	2.753911	0.989577	null	null	null
9	1.013494	1.009215	0.502111	Shared	1.073456	1.074941	0.49931	0.945394	0.964316	1.698596	1.68399	1.008674	1.916462	1.978275	0.968754	1.893554	1.965488	0.963401	null	null	null
10	0.865465	0.934241	0.463192	Shared	0.559892	0.655673	0.42696	0.965395	0.383762	2.917616	3.188656	0.914999	2.974899	3.187309	0.933358	2.880887	3.101157	0.928972	null	null	null
11	1.149151	1.144733	0.501922	Shared	1.190323	1.19871	0.496501	0.87009	0.945147	1.329151	1.439767	0.923171	1.640592	1.763671	0.930215	1.656571	1.773909	0.933853	null	null	null
12	1.372704	1.281329	0.533283	Shared	0.579015	0.582633	0.496895	0.993593	0.516741	1.641729	1.581173	1.038298	1.674585	1.615086	1.03684	1.678742	1.62224	1.03483	null	null	null
13	1.03156	1.0065	0.512147	Shared	1.077623	1.077629	0.499997	0.928888	0.967185	1.32668	1.367214	0.970353	1.190333	1.292902	0.920667	1.170593	1.281264	0.913623	null	null	null
14	1.3467	1.335014	0.504339	Shared	0.498598	0.488097	0.510531	0.993756	0.55215	1.532502	1.538269	0.996251	1.56841	1.556435	1.007694	1.580931	1.570293	1.006775	null	null	null
15	0.972005	0.909722	0.532038	Shared	1.253177	1.231886	0.508495	0.899527	0.87655	2.093903	2.150595	0.973639	2.773515	2.852216	0.972407	2.761477	2.843424	0.97118	null	null	null
16	0.966413	0.957247	0.504742	Shared	0.706778	0.688831	0.512696	0.962783	0.496722	2.554178	2.589237	0.98646	2.643944	2.613154	1.011783	2.55615	2.520028	1.014334	null	null	null
17	1.123272	1.094529	0.512794	Shared	0.57908	0.550939	0.524298	0.985298	0.554563	2.001106	2.024514	0.988438	2.007372	2.019814	0.99384	1.972109	1.968834	1.001663	null	null	null
18	0.853239	0.890613	0.479018	Shared	0.886495	0.891279	0.497316	0.951752	0.672532	2.749919	2.882249	0.954088	2.815223	2.834277	0.993277	2.764923	2.80571	0.985463	null	null	null
19	1.08647	1.011109	0.534682	Shared	1.348033	1.418986	0.474999	0.507597	0.734652	0.669778	1.165426	0.574707	0.804347	1.26382	0.636441	0.835768	1.29242	0.646669	null	null	null
20	1.003458	1.00207	0.500692	Shared	1.125235	1.117921	0.50325	0.930478	0.960155	1.398591	1.547582	0.903726	1.246366	1.432958	0.869786	1.337302	1.496322	0.893726	null	null	null
21	1.01056	1.005608	0.50245	Shared	1.087476	1.079042	0.503878	0.933381	0.95069	1.17164	1.257158	0.931975	0.78106	0.832579	0.938121	0.764082	0.816494	0.935808	null	null	null
22	0.964242	0.882581	0.542345	Shared	1.275787	1.282768	0.497279	0.928102	0.918367	2.028476	1.951755	1.039309	1.968948	1.823446	1.079795	1.930765	1.78861	1.079478	null	null	null
23	1.087307	1.065081	0.510221	Shared	1.230338	1.217111	0.505375	0.885672	0.924619	1.30458	1.429467	0.912634	1.273549	1.309383	0.972633	1.332309	1.347336	0.988847	null	null	null
24	0.990872	0.924556	0.533464	Shared	0.92961	0.932619	0.498386	0.927709	0.780241	2.296089	2.240868	1.024642	2.440377	2.287421	1.066868	2.480499	2.324536	1.067094	null	null	null
25	1.07462	1.007345	0.531302	Shared	1.178365	1.161797	0.50703	0.918648	0.872086	1.832713	1.858356	0.986201	1.621778	1.632459	0.993457	1.668905	1.6796	0.993632	null	null	null
26	1.075978	1.084992	0.495846	Shared	1.216661	1.212796	0.501588	0.915351	0.960469	1.547784	1.635055	0.946625	1.138264	1.416255	0.803714	1.262165	1.499444	0.841755	null	null	null
27	1.071592	1.059447	0.505667	Shared	1.153367	1.148749	0.502002	0.911744	0.946757	1.495089	1.598736	0.935169	1.88594	1.992452	0.946542	1.886003	1.967874	0.958397	null	null	null
28	0.908175	1.040721	0.43632	Shared	0.493762	0.615613	0.401033	0.978945	0.415051	1.596226	1.82485	0.874716	1.652442	1.851923	0.892284	1.723275	1.898281	0.907809	null	null	null
29	1.077891	1.059308	0.50862	Shared	1.157185	1.151483	0.502464	0.91936	0.954767	1.492664	1.573794	0.948449	1.777323	1.933446	0.919251	1.805869	1.96024	0.921249	null	null	null
30	1.084463	1.078241	0.502869	Shared	1.203354	1.209722	0.497368	0.908436	0.951114	1.169544	1.267421	0.922775	0.853655	0.853469	1.000219	0.813046	0.824382	0.986249	null	null	null
31	1.049369	1.053113	0.498222	Shared	1.107749	1.103543	0.501899	0.928842	0.966223	1.840435	1.964077	0.937048	2.943446	3.169158	0.928779	3.037261	3.270574	0.928663	null	null	null
32	0.967856	0.975383	0.496141	Shared	1.18479	1.180711	0.501722	0.897286	0.940425	1.672076	1.733512	0.96456	2.780209	2.846972	0.976549	2.777563	2.853384	0.973428	null	null	null
33	1.028641	1.004749	0.511613	Shared	1.362821	1.349559	0.504866	0.939831	0.941809	1.911152	1.9566	0.976772	1.779072	1.762062	1.009654	1.764499	1.745544	1.010859	null	null	null
34	1.070208	0.980765	0.541787	Shared	1.220594	1.219136	0.500597	0.904459	0.886732	1.911424	1.885272	1.013872	1.983514	1.927878	1.028859	1.993494	1.938229	1.028513	null	null	null
35	1.078484	1.071678	0.503155	Shared	1.130452	1.128451	0.500885	0.916958	0.956876	1.592652	1.651803	0.96419	1.656676	1.712354	0.967484	1.706987	1.777285	0.960446	null	null	null
36	0.999019	0.996132	0.501445	Shared	1.059563	1.060154	0.499721	0.888076	0.96445	null	null	null	null	null	null	null	null	null	null	null	null
37	0.986183	0.987388	0.49939	Shared	1.104994	1.095935	0.504099	0.917505	0.961223	1.334382	1.558865	0.855996	1.499785	1.642618	0.913046	1.551011	1.687859	0.918922	null	null	null
38	0.680911	0.809056	0.420806	Shared	1.043642	1.11931	0.466199	0.895637	0.799498	2.440017	2.847385	0.856933	2.455248	2.732655	0.898485	2.414455	2.660599	0.907486	null	null	null
39	1.037992	0.840902	0.594938	Shared	0.803876	0.670802	0.582771	0.961574	0.666367	1.980796	1.773297	1.117013	1.920371	1.69626	1.132121	1.9118	1.680481	1.137651	null	null	null
40	1.007626	0.741994	0.631811	Other	1.287723	1.268895	0.507311	0.185508	0.635249	0.686695	1.930077	0.355786	0.647937	1.748359	0.370597	0.822802	1.872358	0.439447	null	null	null
41	0.972429	0.993261	0.489513	Shared	1.285265	1.283227	0.500793	0.900603	0.892607	1.465691	1.606405	0.912404	1.458675	1.53485	0.95037	1.476507	1.550682	0.952166	null	null	null
42	1.525692	0.436637	0.856905	Other	0.720526	0.342826	0.7621	0.741426	-0.1662	3.560846	2.68133	1.328015	3.74844	2.627947	1.426376	3.897837	2.750818	1.416974	null	null	null
43	1.114571	1.032455	0.536838	Shared	0.902809	0.838461	0.535638	0.972462	0.665531	2.673566	2.572466	1.039301	2.680064	2.555397	1.048786	2.672299	2.552414	1.046969	null	null	null
44	0.935822	0.948728	0.493198	Shared	0.60547	0.58623	0.515889	0.98569	0.493323	2.133938	2.186225	0.976083	2.207756	2.205933	1.000826	2.258325	2.276864	0.991858	null	null	null
45	1.04315	1.120532	0.465471	Shared	0.567745	0.612574	0.463409	0.981749	0.449225	2.262742	2.375099	0.952694	2.307104	2.371192	0.972972	2.245884	2.320037	0.968038	null	null	null
46	1.196111	1.098987	0.5406	Shared	0.589117	0.52492	0.554486	0.992231	0.535615	2.107077	1.955227	1.077663	2.09567	1.953451	1.072804	2.127995	1.974607	1.07768	null	null	null
47	0.977329	0.934934	0.521689	Shared	0.979262	0.933412	0.523411	0.946446	0.819947	2.263481	2.283332	0.991306	2.397427	2.35897	1.016303	2.448587	2.409878	1.016063	null	null	null
48	1.105429	1.137173	0.486043	Shared	1.100819	1.093881	0.503151	0.929522	0.856886	1.72664	1.817065	0.950235	1.630791	1.690746	0.964539	1.644232	1.693058	0.971161	null	null	null
49	1.074418	0.958864	0.553775	Shared	1.126847	1.121634	0.502313	0.732116	0.945814	1.36895	1.840524	0.743782	4.625734	6.114805	0.756481	4.814086	6.326723	0.760913	null	null	null
50	1.00901	0.988797	0.510016	Shared	0.616975	0.604051	0.510474	0.974788	0.528564	2.348531	2.334685	1.00593	2.344802	2.306779	1.016483	2.318374	2.305239	1.005698	null	null	null
51	0.848573	0.785806	0.536984	Shared	1.085596	1.102195	0.49247	0.929569	0.914876	2.329805	2.300442	1.012764	2.200406	2.202822	0.998903	2.183796	2.201736	0.991852	null	null	null
52	1.01904	0.917349	0.549895	Shared	1.427073	1.377652	0.517316	0.543734	0.787187	0.959405	1.46459	0.655067	1.097356	1.461154	0.75102	1.102861	1.468692	0.750914	null	null	null
53	0.784843	0.725247	0.537967	Shared	1.189689	1.221061	0.487154	0.490527	0.714743	1.256562	1.810206	0.694154	1.424634	1.819072	0.783165	1.413241	1.807998	0.781661	null	null	null
54	1.161436	1.084043	0.533318	Shared	1.20749	1.201928	0.502303	0.955117	0.859223	1.492836	1.461073	1.021739	1.309711	1.261214	1.038453	1.330333	1.28339	1.036577	null	null	null
55	0.744662	0.752477	0.494807	Shared	1.002067	1.013151	0.49453	0.960505	0.888539	2.816541	2.8895	0.97475	2.751776	2.797056	0.983812	2.761077	2.79686	0.987206	null	null	null
56	0.802371	0.777123	0.515734	Shared	0.580479	0.586528	0.494843	0.963642	0.651443	1.910858	1.957331	0.976257	1.959587	1.940599	1.009785	1.99739	1.916765	1.042063	null	null	null
57	0.927438	0.913687	0.507414	Shared	0.606173	0.603734	0.502012	0.982133	0.464313	3.127562	3.132856	0.99831	3.174067	3.121674	1.016784	3.161559	3.121675	1.012777	null	null	null
58	1.107226	1.077763	0.513305	Shared	0.679622	0.645566	0.525055	0.980718	0.700467	1.566003	1.537457	1.018567	1.571544	1.514632	1.037575	1.633642	1.571118	1.039796	null	null	null
59	0.926362	1.034475	0.447745	Shared	1.237279	1.264516	0.48923	0.887601	0.911893	1.998292	2.142718	0.932597	1.972621	2.030715	0.971393	2.001949	2.056247	0.973594	null	null	null
60	1.032453	1.019158	0.506439	Shared	1.049108	1.049136	0.499987	0.940517	0.972465	1.258757	1.318234	0.954881	0.894351	0.99574	0.898177	0.939813	1.039184	0.904376	null	null	null
61	1.067075	1.048555	0.508678	Shared	1.126963	1.133456	0.497136	0.911545	0.940263	2.429336	2.897019	0.838564	5.113011	5.998773	0.852343	5.437281	6.274704	0.86654	null	null	null
62	1.027041	0.832016	0.594945	Shared	0.636155	0.432609	0.659981	0.977798	0.437416	2.311516	2.17158	1.06444	2.307566	2.158901	1.068862	2.243231	2.119947	1.058154	null	null	null
63	0.997841	0.993983	0.501933	Shared	1.051825	1.060193	0.496053	0.930715	0.962086	null	null	null	null	null	null	null	null	null	null	null	null
64	1.082893	1.126988	0.480437	Shared	1.226285	1.232947	0.497299	0.978497	0.902846	1.69747	1.766924	0.960692	1.564068	1.595268	0.980442	1.558971	1.589566	0.980753	null	null	null
65	0.841447	0.79971	0.524801	Shared	1.154665	1.145228	0.504086	0.940525	0.912141	2.562964	2.555879	1.002772	2.494876	2.439991	1.022494	2.489578	2.458527	1.01263	null	null	null
66	0.999716	0.988702	0.505508	Shared	1.087818	1.083898	0.501802	0.937307	0.967734	1.471727	1.581829	0.930396	1.256409	1.367372	0.918849	1.272865	1.379949	0.9224	null	null	null
67	1.164244	1.192625	0.488102	Shared	1.037095	1.050533	0.493604	0.967704	0.829562	1.739214	1.803634	0.964283	1.688722	1.741472	0.96971	1.690794	1.741227	0.971036	null	null	null
68	1.092251	0.976376	0.553044	Shared	0.718029	0.68353	0.524024	0.937953	0.608429	3.146806	3.09969	1.0152	3.182736	3.016376	1.055152	3.19183	3.046849	1.047584	null	null	null
69	1.002085	0.933688	0.534128	Shared	0.58769	0.543832	0.537313	0.97802	0.489871	2.652338	2.699163	0.982652	2.779922	2.709644	1.025936	2.706751	2.661288	1.017083	null	null	null
70	0.972457	0.960976	0.505903	Shared	1.085559	1.078657	0.503179	0.923136	0.938342	2.116029	2.254138	0.938731	1.704272	1.816877	0.938023	1.416239	1.551747	0.912674	null	null	null
71	1.038398	0.926955	0.553661	Shared	1.095477	1.122307	0.488047	0.526113	0.589675	1.356206	2.014766	0.673133	1.557289	1.898067	0.820461	1.496642	1.858649	0.805231	null	null	null
72	1.385083	1.290949	0.533981	Shared	0.566392	0.521364	0.53975	0.989221	0.539966	1.340144	1.285336	1.042641	1.363989	1.298807	1.050186	1.366929	1.298269	1.052885	null	null	null
73	1.058814	1.074969	0.492486	Shared	1.0058	1.03236	0.487136	0.972378	0.85954	2.023434	2.057394	0.983494	2.071829	2.069865	1.000949	2.060331	2.053209	1.003469	null	null	null
74	0.946834	0.9707	0.487707	Shared	1.284524	1.274781	0.503793	0.930081	0.935973	1.664583	1.751668	0.950285	1.466796	1.491104	0.983697	1.493237	1.512031	0.98757	null	null	null
75	1.007773	1.008679	0.499551	Shared	1.101288	1.093985	0.503316	0.919924	0.927842	1.42706	1.524961	0.935801	1.334389	1.467424	0.909341	1.235864	1.368571	0.903033	null	null	null
76	0.888368	0.88585	0.501417	Shared	0.574997	0.574608	0.500338	0.984178	0.574587	2.221304	2.280173	0.974182	2.228231	2.241659	0.99401	2.172256	2.17909	0.996864	null	null	null
77	1.066232	1.03369	0.51526	Shared	1.230988	1.239429	0.496595	0.899827	0.944713	1.567365	1.641415	0.954887	1.767383	1.70338	1.037574	1.721148	1.666804	1.032604	null	null	null
78	1.551981	1.480104	0.523157	Shared	0.698698	0.642628	0.540124	0.991555	0.652152	1.588995	1.518469	1.046446	1.591033	1.521626	1.045614	1.55817	1.490457	1.045431	null	null	null
79	0.917708	0.948581	0.483726	Shared	1.196339	1.216802	0.491591	0.887808	0.884595	1.717728	1.893399	0.907219	1.639267	1.756058	0.933493	1.667874	1.800107	0.926542	null	null	null
80	0.979429	0.956018	0.511951	Shared	1.073889	1.081185	0.496626	0.885012	0.913893	null	null	null	null	null	null	null	null	null	null	null	null
81	1.032448	1.017989	0.507002	Shared	1.089838	1.096167	0.497113	0.943664	0.96446	1.554567	1.589495	0.978026	1.329129	1.311085	1.013763	1.312885	1.301345	1.008868	null	null	null
82	1.037556	1.036996	0.50027	Shared	1.11302	1.102423	0.50476	0.93231	0.944852	3.686696	3.874995	0.951407	5.946464	6.202944	0.958652	5.561385	5.941667	0.935997	null	null	null
83	1.081288	1.078189	0.501433	Shared	1.135296	1.15668	0.490756	0.974936	0.888338	1.493475	1.520777	0.982047	1.444682	1.442103	1.001788	1.454865	1.450931	1.002712	null	null	null
84	0.701253	1.144001	0.306492	Other	0.619983	0.905241	0.342441	0.689608	0.177227	1.362973	2.477834	0.550067	1.613078	2.382612	0.677021	1.711111	2.434213	0.702942	null	null	null
85	1.088045	0.981063	0.549163	Shared	0.743363	0.679062	0.54325	0.966279	0.606857	2.741022	2.6668	1.027832	2.87907	2.727582	1.055539	2.770961	2.628781	1.054086	null	null	null
86	1.008402	1.004931	0.501721	Shared	0.594125	0.589108	0.504223	0.98276	0.563341	2.252333	2.350452	0.958255	2.292544	2.333903	0.982279	2.251493	2.301078	0.978451	null	null	null
87	1.026099	1.021743	0.502123	Shared	1.071693	1.069449	0.501047	0.919285	0.964159	1.661123	1.864281	0.891026	3.865768	4.757166	0.81262	4.072378	4.983049	0.817246	null	null	null
88	1.07493	1.059587	0.507137	Shared	1.218776	1.22565	0.497195	0.915968	0.952516	1.495419	1.574084	0.950025	1.517546	1.522926	0.996467	1.600261	1.589636	1.006684	null	null	null
89	0.95733	0.959649	0.498792	Shared	1.003598	0.983572	0.509977	0.950976	0.769326	2.023907	2.071604	0.976975	2.082201	2.046381	1.017504	2.073894	2.042173	1.015533	null	null	null
90	0.835821	0.816006	0.511853	Shared	1.345259	1.352654	0.497267	0.862825	0.842329	1.902691	2.051759	0.927347	1.859185	1.799846	1.032969	1.857135	1.795407	1.034381	null	null	null
91	0.903058	0.776961	0.569816	Shared	0.741274	0.618065	0.583106	0.970011	0.515794	3.038738	2.954396	1.028548	3.176201	2.948256	1.077315	3.097604	2.851666	1.086244	null	null	null
92	1.033991	1.026511	0.503617	Shared	1.105775	1.099503	0.502836	0.933413	0.9406	1.617826	1.68469	0.960311	0.996787	1.052337	0.947212	1.000591	1.061502	0.942618	null	null	null
93	1.107036	1.087364	0.508885	Shared	1.199657	1.184424	0.506349	0.884945	0.934083	1.240919	1.312792	0.945252	0.664957	0.638516	1.04141	0.641635	0.59843	1.072196	null	null	null
94	1.003334	0.889364	0.556795	Shared	1.232378	1.205639	0.510849	0.729062	0.813402	1.530637	1.760994	0.869189	1.738416	1.904256	0.912911	1.741065	1.904929	0.913979	null	null	null
95	1.243633	1.242814	0.500329	Shared	0.648358	0.644093	0.503289	0.980818	0.652364	2.350834	2.251131	1.04429	2.353345	2.242836	1.049272	2.267463	2.169225	1.045287	null	null	null
96	1.050534	1.033128	0.508285	Shared	1.141933	1.140072	0.500815	0.907923	0.96382	1.448277	1.528028	0.947808	1.602888	1.614923	0.992547	1.625348	1.63333	0.995113	null	null	null
97	0.902172	0.948623	0.475517	Shared	0.95607	1.037645	0.460692	0.795793	0.599779	2.35109	2.668807	0.880952	2.319493	2.418617	0.959016	2.297918	2.39802	0.958257	null	null	null
98	0.98072	0.982184	0.499255	Shared	1.121436	1.134259	0.494347	0.861185	0.938672	1.094147	1.389365	0.787516	0.748466	1.259156	0.594418	0.734264	1.236089	0.594022	null	null	null
99	1.023898	0.99526	0.513985	Shared	1.085568	1.085892	0.499851	0.888305	0.951541	1.580242	1.925921	0.820512	1.487467	1.768728	0.840981	1.582625	1.840713	0.859789	null	null	null

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