Here's the information from Wikipedia:
>From Alameda County (eastbound):
After driving on the elevated part of I-80 and crossing Yerba Buena Island, stay on the left side. Take the I-80 Business Loop/Main Street exit, exit number 7B; this exit has one left lane leading directly onto Fremont Street in the city.