WASHINGTON—The U.S. Energy Department said it is offering to guarantee about $4.5 billion in loans for First Solar Inc. to finance three renewable energy projects in California that the solar-panel maker is developing.

The government's conditional offer to support the projects drew funds from the stimulus-funded loan guarantee program, which expires on Sept. 30 and currently has less than 25% of its funds remaining.

Once...