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

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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 ⌀
0	0.585305	0.551423	0.528944	Shared	1.037669	1.009943	0.51336	0.967728	0.668083	9.279772	9.315904	0.996121	9.791276	9.819941	0.997081	8.053788	8.084148	0.996244	null	null	null
1	0.756003	0.712372	0.528856	Shared	1.095119	1.085695	0.504303	0.959971	0.774457	5.45596	5.385869	1.013014	5.487831	5.38851	1.018432	5.82199	5.722863	1.017321	null	null	null
2	0.970151	0.949109	0.510845	Shared	0.881791	0.875112	0.503787	0.994677	0.813983	2.026786	1.978221	1.02455	2.146154	2.082577	1.030528	2.302069	2.23888	1.028223	null	null	null
3	0.81286	0.712001	0.562039	Shared	1.107783	1.055959	0.523391	0.966084	0.705761	4.200726	3.930188	1.068836	4.555066	4.286349	1.062691	4.449252	4.245542	1.047982	null	null	null
4	0.820817	0.655156	0.600912	Other	1.148054	1.03216	0.550474	0.927896	0.61867	4.531993	4.195956	1.080086	5.026483	4.627221	1.086285	5.357438	4.910846	1.09094	null	null	null
5	0.75271	0.801178	0.469752	Shared	1.196568	1.228287	0.487088	0.958841	0.775094	4.128917	4.124269	1.001127	4.341814	4.220735	1.028687	3.782681	3.749025	1.008977	null	null	null
6	1.084452	1.045271	0.518065	Shared	0.775446	0.750733	0.515935	0.990845	0.629026	1.634591	1.600675	1.021188	1.703349	1.688932	1.008536	1.817421	1.789538	1.015581	null	null	null
7	0.992282	0.739895	0.627175	Other	1.434084	1.332762	0.535326	0.653966	0.473408	2.068083	3.200427	0.64619	2.031039	3.174613	0.639775	2.015909	3.227329	0.624637	null	null	null
8	0.702084	0.681024	0.514998	Shared	1.074517	1.030553	0.520457	0.955601	0.73578	5.193314	4.870519	1.066275	5.729275	5.386893	1.063558	5.403069	5.261519	1.026903	null	null	null
9	0.850179	0.767154	0.548828	Shared	1.055242	1.040361	0.507051	0.961314	0.753906	2.871999	2.794381	1.027777	3.218912	3.175333	1.013724	3.399292	3.372266	1.008014	null	null	null
10	0.852598	0.783335	0.540619	Shared	1.084246	1.047327	0.517025	0.939102	0.677743	2.362573	2.441586	0.967639	2.604718	2.712366	0.960312	3.296607	3.390537	0.972296	null	null	null
11	0.779588	0.72257	0.536569	Shared	0.929247	0.910699	0.50998	0.982088	0.59752	2.785807	2.694058	1.034056	2.96943	2.893448	1.02626	4.398984	4.381086	1.004085	null	null	null
12	0.825752	0.787687	0.523049	Shared	1.15964	1.136241	0.510089	0.962265	0.756316	4.552417	4.350403	1.046436	4.74187	4.55295	1.041494	4.33792	4.189271	1.035483	null	null	null
13	0.78438	0.04663	0.970276	Base only	1.197946	0.514014	0.78546	0.808935	-0.419084	72.002922	72.3862	0.994705	83.097946	81.452774	1.020198	57.086117	46.38065	1.230818	null	null	null
14	0.393768	0.374926	0.523925	Shared	0.947581	0.943316	0.502251	0.985132	0.508014	13.120704	13.872072	0.945836	15.143182	15.836758	0.956205	12.86718	12.920987	0.995836	null	null	null
15	0.535673	0.572217	0.468067	Shared	1.013149	1.061727	0.477123	0.983468	0.70725	7.906054	7.948595	0.994648	8.534431	8.583488	0.994285	7.24438	7.361359	0.984109	null	null	null
16	0.86071	0.860444	0.500155	Shared	1.21457	1.331441	0.456111	0.916577	0.743923	2.342604	2.359917	0.992664	2.343995	2.370962	0.988626	2.294103	2.338379	0.981065	null	null	null
17	0.491272	0.512014	0.479745	Shared	0.978801	1.125432	0.434856	0.978674	0.485125	9.591998	9.775041	0.981274	10.609209	10.790892	0.983163	7.382776	7.724242	0.955793	null	null	null
18	1.291697	1.170519	0.546907	Shared	1.183393	1.121241	0.52626	0.976604	0.762213	1.742326	1.625469	1.071891	1.800105	1.684629	1.068547	1.781215	1.688429	1.054954	null	null	null
19	0.673251	0.659744	0.510032	Shared	1.064969	1.048081	0.507929	0.978554	0.722729	5.406051	5.398176	1.001459	5.811655	5.808691	1.00051	5.518089	5.481244	1.006722	null	null	null
20	0.545125	0.565529	0.48196	Shared	1.085252	1.05206	0.515292	0.962595	0.599628	6.21767	6.419434	0.96857	6.93406	7.175181	0.966395	6.887608	7.155302	0.962588	null	null	null
21	0.640705	0.61343	0.521285	Shared	1.040533	1.060767	0.490463	0.937679	0.687723	5.883813	5.77463	1.018907	6.301979	6.21302	1.014318	5.640726	5.681263	0.992865	null	null	null
22	0.914593	0.384746	0.789663	Other	1.255329	0.979636	0.609809	0.679676	0.258558	8.399141	7.405862	1.134121	8.95356	8.024766	1.115741	7.984245	7.164937	1.11435	null	null	null
23	0.786988	0.701579	0.554264	Shared	1.214904	1.130627	0.534685	0.956645	0.746598	5.173081	4.9765	1.039502	5.378857	5.195166	1.035358	5.115801	4.947232	1.034073	null	null	null
24	0.784862	0.759045	0.516447	Shared	0.969257	0.934104	0.518134	0.975574	0.762813	3.020589	2.746631	1.099744	3.30445	3.029382	1.0908	4.510183	4.29168	1.050913	null	null	null
25	1.144254	1.130083	0.506192	Shared	1.062916	1.069602	0.496875	0.980325	0.79804	1.7895	1.761272	1.016027	1.863871	1.851481	1.006692	1.992603	1.973151	1.009858	null	null	null
26	0.484343	0.40315	0.583818	Shared	1.245888	1.062393	0.57364	0.906551	0.44296	10.419167	8.90274	1.170333	11.635977	10.263078	1.133771	10.412754	10.182769	1.022586	null	null	null
27	0.761339	0.546652	0.640993	Other	1.188331	1.089058	0.54177	0.765506	0.428541	4.459723	5.749275	0.775702	4.928547	6.314994	0.780452	5.42159	6.437499	0.842189	null	null	null
28	0.944707	0.889452	0.529245	Shared	1.148335	1.133532	0.506446	0.927792	0.690803	2.532197	2.320269	1.091337	2.543391	2.355649	1.079699	2.812124	2.714054	1.036134	null	null	null
29	0.626724	0.612427	0.511406	Shared	1.034471	1.050572	0.492337	0.966089	0.702257	6.793557	6.850009	0.991759	7.270585	7.317999	0.993521	6.362177	6.413534	0.991992	null	null	null
30	1.02854	0.873864	0.575192	Shared	1.082638	1.042727	0.518432	0.943497	0.64128	2.663547	2.4908	1.069354	2.72666	2.570942	1.060569	2.545001	2.478767	1.026721	null	null	null
31	0.511763	0.534377	0.478841	Shared	0.960548	1.006753	0.477052	0.962872	0.56616	7.926495	7.988306	0.992262	8.847803	8.920869	0.99181	6.942539	7.091557	0.978987	null	null	null
32	0.783547	0.797951	0.490974	Shared	1.112391	1.141902	0.487078	0.956027	0.870152	3.037263	3.123242	0.972471	3.198408	3.298236	0.969733	2.980506	3.141452	0.948767	null	null	null
33	0.565327	0.558763	0.505805	Shared	1.051978	1.066602	0.493145	0.961389	0.694336	7.785496	7.485683	1.040051	8.747208	8.411101	1.03996	7.821017	7.569147	1.033276	null	null	null
34	0.839532	0.822849	0.509936	Shared	1.156921	1.143426	0.505832	0.967451	0.707707	2.529783	2.505422	1.009724	2.811064	2.777709	1.012008	2.753437	2.761609	0.997041	null	null	null
35	0.733806	0.755892	0.485391	Shared	0.926908	0.955791	0.484891	0.991313	0.548037	3.668684	3.619228	1.013665	4.015285	3.955899	1.015012	4.185563	4.153919	1.007618	null	null	null
36	0.881167	0.813754	0.538252	Shared	1.097088	1.051994	0.520552	0.972102	0.831279	3.85226	3.739242	1.030225	4.110812	3.983373	1.031993	3.887469	3.767737	1.031778	null	null	null
37	0.691405	0.041731	0.969822	Base only	1.456325	0.703877	0.758338	0.504751	-0.323104	87.55452	75.531006	1.159186	94.656555	80.476639	1.176199	67.338623	52.089153	1.292757	null	null	null
38	0.778537	0.737773	0.52618	Shared	1.064014	1.049806	0.506677	0.949207	0.722448	4.227225	4.052508	1.043113	4.53191	4.348872	1.042089	4.192025	4.14756	1.010721	null	null	null
39	0.735081	0.712186	0.515573	Shared	1.310724	1.410105	0.464761	0.873331	0.721017	3.385849	3.435874	0.98544	3.328075	3.369993	0.987561	3.05143	3.130353	0.974788	null	null	null
40	0.81852	0.784503	0.52078	Shared	0.912451	0.902141	0.50565	0.978574	0.611078	2.904768	2.858164	1.016306	3.232138	3.187568	1.013983	3.307506	3.25353	1.01659	null	null	null
41	1.196613	1.186847	0.504081	Shared	1.18959	1.238806	0.480136	0.986905	0.798191	1.915092	1.923688	0.995531	2.014164	2.019264	0.997474	1.912467	1.922688	0.994684	null	null	null
42	0.583951	0.634474	0.460185	Shared	1.107542	1.124927	0.492273	0.690021	0.454642	5.764295	6.497399	0.88717	6.140211	7.023578	0.874228	6.255256	7.276691	0.859629	null	null	null
43	1.237489	1.1431	0.538137	Shared	1.240708	1.196307	0.517893	0.983677	0.781999	2.340819	2.192312	1.06774	2.389964	2.240983	1.06648	2.401085	2.240028	1.0719	null	null	null
44	0.902554	0.98165	0.459713	Shared	0.867471	0.900405	0.481711	0.984095	0.556585	2.046877	1.991731	1.027688	2.312675	2.272039	1.017885	2.454566	2.460895	0.997428	null	null	null
45	0.400584	0.413387	0.484514	Shared	1.202068	1.214771	0.494771	0.954821	0.488628	21.451633	20.273857	1.058093	22.615379	21.530729	1.050377	13.814326	14.383059	0.960458	2.088945	2.256853	0.925601
46	1.145907	1.086245	0.526033	Shared	1.154624	1.128086	0.511492	0.982762	0.68891	1.849108	1.792307	1.031691	2.01059	1.944316	1.034086	2.132842	2.062634	1.034038	null	null	null
47	0.733862	0.720114	0.509367	Shared	1.141156	1.116685	0.510722	0.961419	0.82674	4.800504	4.758235	1.008883	4.934283	4.87417	1.012333	4.893181	4.893964	0.99984	null	null	null
48	1.259542	1.280664	0.491753	Shared	1.083826	1.095322	0.494752	0.992954	0.847156	1.671554	1.691303	0.988323	1.72391	1.749801	0.985204	1.756928	1.78805	0.982594	null	null	null
49	0.852817	0.680008	0.601317	Other	1.248869	1.070316	0.571486	0.943477	0.584302	5.647892	5.673625	0.995464	5.854107	5.861919	0.998667	5.523052	5.494637	1.005171	null	null	null
50	1.02684	0.978366	0.523604	Shared	0.997635	0.968268	0.514718	0.980336	0.744805	2.211847	2.199252	1.005727	2.271729	2.263898	1.003459	2.295651	2.273166	1.009892	null	null	null
51	0.797597	0.683875	0.57129	Shared	1.069363	0.952896	0.554456	0.98051	0.677557	4.269318	4.015811	1.063127	4.577702	4.344221	1.053745	4.452494	4.239419	1.05026	null	null	null
52	0.902645	0.926685	0.487029	Shared	1.421301	1.470006	0.483434	0.821085	0.744233	1.893356	2.22136	0.852341	2.106881	2.421971	0.869903	2.025937	2.334347	0.867882	null	null	null
53	0.414823	0.54	0.384095	Other	0.869218	1.125653	0.386095	0.941993	0.183654	3.730285	4.618015	0.807768	4.673525	5.604534	0.833883	7.101611	6.825975	1.04038	null	null	null
54	0.788883	0.69018	0.562559	Shared	1.142585	1.059525	0.536348	0.942173	0.58142	4.978648	4.728198	1.052969	5.271072	5.054168	1.042916	5.727055	5.532713	1.035126	null	null	null
55	0.442183	0.44599	0.495732	Shared	1.033548	1.021579	0.50579	0.975874	0.625558	-1.362104	-0.848978	1.604404	-0.247535	0.27648	-0.895306	8.950121	8.646883	1.035069	null	null	null
56	0.684798	0.678773	0.504399	Shared	1.110802	1.139009	0.487618	0.972322	0.766073	4.669539	4.605571	1.013889	4.977093	4.905027	1.014692	4.655034	4.603166	1.011268	null	null	null
57	0.620032	0.540992	0.563739	Shared	1.114716	1.086458	0.512675	0.95533	0.668307	7.59539	7.351535	1.033171	8.131264	7.922062	1.026407	8.241517	7.954575	1.036073	null	null	null
58	0.382355	0.384724	0.496921	Shared	0.986097	0.989366	0.498348	0.975694	0.63794	14.48787	13.393874	1.081679	16.603998	15.587337	1.065223	12.798136	13.064462	0.979614	null	null	null
59	1.138882	1.024515	0.550211	Shared	1.06456	1.043182	0.510041	0.976829	0.728515	2.084004	1.985563	1.049578	2.260189	2.128085	1.062076	2.484275	2.313388	1.073869	null	null	null
60	0.622179	0.629085	0.494511	Shared	1.158179	1.077995	0.534616	0.972193	0.652304	6.146359	5.902322	1.041346	6.654852	6.376765	1.043609	6.354213	6.164234	1.03082	null	null	null
61	1.203264	1.179706	0.50979	Shared	1.071251	1.068571	0.501251	0.982303	0.753014	1.903698	1.911472	0.995933	1.987131	1.994873	0.996119	1.96628	1.961149	1.002617	null	null	null
62	0.476645	0.585623	0.406955	Shared	0.932431	1.089926	0.42775	0.975398	0.549022	6.855814	6.873824	0.99738	7.518681	7.569584	0.993275	6.886647	7.128533	0.966068	null	null	null
63	0.837224	0.078508	0.953114	Base only	1.330101	0.762011	0.713551	0.622608	-0.205187	36.695263	29.560156	1.241376	39.018658	31.621964	1.23391	34.981674	29.05151	1.204126	null	null	null
64	0.704124	0.711209	0.495019	Shared	1.03632	1.030829	0.502649	0.962663	0.783648	3.741924	3.690078	1.01405	4.059802	3.928921	1.033312	4.647395	4.501981	1.0323	null	null	null
65	0.716347	0.74813	0.478758	Shared	1.262108	1.223669	0.515228	0.904409	0.788279	8.709115	9.717137	0.896263	12.076344	13.239627	0.912136	10.608832	11.374093	0.932719	null	null	null
66	0.728101	0.731233	0.497858	Shared	1.046592	1.043236	0.501603	0.936979	0.596604	3.584356	3.377253	1.061323	3.880389	3.688502	1.052023	4.110642	4.019963	1.022557	null	null	null
67	0.795943	0.812479	0.489824	Shared	1.250896	1.212766	0.515241	0.961458	0.791431	2.082233	2.099431	0.991808	2.060728	2.036511	1.011891	2.219468	2.227834	0.996245	null	null	null
68	0.846571	0.752259	0.555703	Shared	1.13955	1.105473	0.514952	0.956806	0.76098	4.2796	4.111345	1.040925	4.439237	4.270265	1.039569	4.823358	4.658028	1.035494	null	null	null
69	0.991318	0.877027	0.557646	Shared	1.223157	1.185441	0.515417	0.651798	0.520558	2.537527	3.518018	0.721294	2.469845	3.409978	0.724299	1.84544	2.722485	0.677851	null	null	null
70	0.968426	0.886519	0.542289	Shared	1.272857	1.267718	0.502019	0.918623	0.850627	2.521308	2.367136	1.06513	2.653628	2.535901	1.046424	2.592887	2.570548	1.00869	null	null	null
71	0.862035	0.826412	0.520662	Shared	1.071759	1.044493	0.51272	0.983992	0.810096	3.01586	2.895421	1.041596	3.26645	3.157947	1.034359	3.71603	3.588515	1.035534	null	null	null
72	0.708069	0.656242	0.536597	Shared	1.163748	1.133569	0.512966	0.978124	0.838737	4.999223	4.695887	1.064596	5.43835	5.1489	1.056216	6.131598	5.815476	1.054359	null	null	null
73	0.732412	0.682856	0.53383	Shared	1.12815	1.061535	0.529524	0.964276	0.716758	4.428203	4.368811	1.013594	4.786695	4.680719	1.022641	4.563535	4.515418	1.010656	null	null	null
74	0.711069	0.680994	0.521147	Shared	1.15047	1.10015	0.521869	0.958044	0.773023	4.756783	4.730755	1.005502	5.321272	5.204745	1.022389	5.240328	5.173484	1.01292	null	null	null
75	0.749345	0.76445	0.49012	Shared	1.07267	1.118995	0.479301	0.947013	0.619818	4.07877	4.118567	0.990337	4.429939	4.474699	0.989997	3.659473	3.763195	0.972438	null	null	null
76	0.630371	0.644542	0.489006	Shared	0.845773	0.900166	0.469787	0.987333	0.629469	4.697387	4.798104	0.979009	5.392923	5.495737	0.981292	4.929837	4.984086	0.989116	null	null	null
77	0.655151	0.616873	0.529214	Shared	0.951644	0.913657	0.519959	0.971346	0.610176	4.352046	4.40018	0.989061	4.988465	5.046707	0.98846	4.859305	4.929996	0.985661	null	null	null
78	0.02389	0.009328	0.804782	Other	0.062471	0.060644	0.514624	0.55759	0.339077	null	null	null	null	null	null	null	null	null	null	null	null
79	1.140774	1.02489	0.550792	Shared	0.795242	0.741982	0.533486	0.990165	0.54182	1.709871	1.589902	1.075457	1.888427	1.801276	1.048383	2.110208	2.031092	1.038952	null	null	null
80	0.78571	0.787483	0.498874	Shared	1.068173	1.111299	0.480597	0.970757	0.788602	2.31436	2.312389	1.000852	2.51678	2.531669	0.994119	2.656292	2.698895	0.984215	null	null	null
81	0.711825	0.746236	0.476944	Shared	1.193692	1.170946	0.509528	0.969958	0.814188	3.518589	3.598364	0.97783	3.852193	3.902531	0.987101	3.609396	3.686991	0.978954	null	null	null
82	0.731346	0.694588	0.52513	Shared	1.100317	1.068065	0.514656	0.958751	0.740025	4.460068	4.345678	1.026323	4.819434	4.687612	1.028121	4.555659	4.498076	1.012802	null	null	null
83	0.702304	0.628211	0.55275	Shared	1.224435	1.171846	0.521475	0.927255	0.686598	5.638007	5.332062	1.057378	5.966695	5.613184	1.062979	5.424556	5.159415	1.05139	null	null	null
84	0.810026	0.76689	0.526626	Shared	1.057338	1.023493	0.516005	0.97205	0.705652	3.678826	3.561338	1.03299	3.932656	3.821293	1.029143	4.002176	3.939464	1.015919	null	null	null
85	0.664807	0.68382	0.486098	Shared	1.099211	1.10119	0.499101	0.943968	0.726023	6.347389	5.832094	1.088355	6.743763	6.127678	1.100541	5.326745	5.037937	1.057327	null	null	null
86	0.923824	0.923419	0.500219	Shared	1.096863	1.053582	0.519729	0.983018	0.758076	1.662387	1.625239	1.022857	1.880982	1.800611	1.044635	2.143147	2.099365	1.020855	null	null	null
87	0.694493	0.7569	0.458774	Shared	0.93355	1.012178	0.461159	0.967764	0.499241	3.787916	3.874915	0.977548	4.23464	4.336424	0.976528	4.702768	4.787716	0.982257	null	null	null
88	1.227369	1.121902	0.542965	Shared	1.248813	1.192548	0.522527	0.977303	0.76397	2.101544	1.984962	1.058733	2.125745	2.008007	1.058634	2.12871	2.011895	1.058062	null	null	null
89	0.746551	0.606016	0.594123	Shared	1.109352	1.003441	0.547736	0.935993	0.613939	4.601541	4.212395	1.092381	4.998176	4.640345	1.077113	5.633296	5.20403	1.082487	null	null	null
90	0.781333	0.789465	0.49485	Shared	0.946615	0.932592	0.507407	0.978677	0.744375	3.888593	3.927514	0.99009	4.128391	4.14585	0.995789	3.98475	4.02695	0.989521	null	null	null
91	0.703581	0.717426	0.490351	Shared	1.188968	1.301689	0.456702	0.918193	0.705911	4.036055	4.134929	0.976088	4.383337	4.497011	0.974722	3.855769	4.003915	0.963	null	null	null
92	0.909832	0.880415	0.516166	Shared	1.119967	1.107329	0.505642	0.979023	0.801597	3.531425	3.444012	1.025381	3.511026	3.424717	1.025202	3.372848	3.328335	1.013374	null	null	null
93	0.80085	0.423274	0.735735	Other	1.125922	0.739594	0.671561	0.947559	0.291938	6.526771	6.299085	1.036146	7.534288	7.256737	1.038247	7.474142	7.015702	1.065345	null	null	null
94	0.862692	0.418049	0.757707	Other	1.220801	1.038679	0.574591	0.86441	0.469861	7.940049	7.015339	1.131813	8.172544	7.197509	1.135468	8.920676	7.744178	1.15192	null	null	null
95	0.725365	0.962888	0.376661	Other	1.051202	1.170991	0.448852	0.962929	0.55043	2.339668	2.627384	0.890493	2.563725	2.859282	0.896632	2.796647	3.080304	0.907913	null	null	null
96	0.804691	0.748736	0.534768	Shared	1.023859	1.010205	0.506668	0.953921	0.747628	4.003265	3.865923	1.035526	3.861657	3.712904	1.040064	3.731076	3.692703	1.010391	null	null	null
97	0.99453	0.620333	0.688128	Other	1.312515	1.015168	0.613274	0.667625	0.404624	4.715191	5.640139	0.836006	4.947298	5.823864	0.849487	4.420187	4.984048	0.886867	null	null	null
98	0.721604	0.715786	0.504031	Shared	1.25854	1.261736	0.498733	0.929708	0.787132	5.408813	5.769126	0.937544	5.922387	6.356829	0.931657	5.016734	5.369051	0.93438	null	null	null
99	0.809395	0.803192	0.503832	Shared	1.337364	1.318963	0.50688	0.955353	0.837683	2.569296	2.709058	0.948409	2.770457	2.894724	0.957071	3.540048	3.661542	0.966819	null	null	null

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