According to "Charging against Wellington: the French Cavalry in the Peninsular War" page 322, the 7th Lancers (ex-1st Vistula Legion Lancers) were part of the Army of the South and their orders to leave Spain were dated 7 January 1813. I suspect it was at least spring before they arrived in France.