If Steam keeps acting up or downloading games at a crawl, you may need to clear your download cache. This is where Steam stores temporary download files, but it can sometimes cause problems with the gaming client. Here’s how (and when) to clear it.
Source : How (and When) to Clear the Download Cache in Steam