Abstract: Processes are disclosed for the adsorption and isomerization of paraffinic hydrocarbons wherein an absorption cycle is employed that utilizes a non-adsorbable purge gas for regenerating the adsorber beds, which cycle includes adsorption, regeneration and void space purging steps and wherein one of said void space purging steps comprises passing an adsorber feed to the adsorber bed to purge non-adsorbable purge gas from the void space and said step is continued until at least a portion of the non-adsorbed hydrocarbons in the adsorber feed elutes from the void space of the adsorber bed. Processes are further disclosed for sulfur and/or ammonia-containing feeds that employ additional conversion and adsorption zones to prevent the sulfur and/or ammonia compounds from contacting the isomerization catalyst. The products from the processes are useful as motor fuel blending components.