We have obtained new photometry of the companion to the eclipsing binary mi
llisecond pulsar PSR J2051-0827. The data are modeled by a gravitationally
distorted, low-mass secondary star that is irradiated by the impinging puls
ar wind. The best-fit models require that greater than 30% of the incident
energy is absorbed by the secondary star and reradiated as optical emission
. Unless the companion is significantly farther away than its dispersion me
asure distance, it underfills its Roche lobe by at least 30%. A small compa
nion makes it difficult to drive a wind from its surface and thus explain t
he mass loss in the system. Our models show that the system is inclined by
more than 30 degrees, and thus the companion mass is in the range of 0.025-
0.055 M. (for a 1.4 M. pulsar). The unilluminated side of the companion is
cool, with a best-fit temperature of 3000 K.