Each general partner is liable for the debts of the general partnership, and it is not limited by the amount of the investment in the business. That is one of the dangers of a general partnership compared to an LLC or corporation.
The above is general legal and business analysis. It is not "legal advice" but analysis, and different lawyers may analyse this matter differently, especially if there are additional facts not reflected in the question. I am not your attorney until retained by a written retainer agreement signed by both of us. I am only licensed in California. See also avvo.com terms and conditions item 9, incorporated as if it was reprinted here.
One of the 'down sides' of a General Partnership is that the other General Partners are in fact liable. The funds should have been giving to the Partnership itself rather than any one individual partner. If the funds were not used for Partnership purposes but were obtained by misrepresenting to the Lender that they would be, then both you and the Lender have a probable claim against the other General Partner. I'd recommend you meet with a Business Law attorney practicing in your area. See Avvo.Com under Find-A-Lawyer. Good Luck on getting this resolved.
I assume the borrower named on the loan documents is the Partnership.
In this case, the Partnership is liable to the lender, and the partner who signed the documents and obtained the funds is liable to the other. Indeed, the partner who obtained the funds may be liable for breach of fiduciary duty to the other.
In any event, the partner who did not sign the documents should retain counsel to help him straighten this out.