Take some vasoline and spread it all over the o-ring, it helps a great deal.
I put a rather large amount all around the seals on mine.
My Dewar is a low pressure type, yours might be a high pressure type. High pressure types build up pressure very fast.
Some pictures would be great.
Is it like this one ?
http://www.bid-on-equipment.com/detail~id~51551.htm