Motivated by the recently reported high-temperature superconductivity in the bilayer LaNiO (LNO) under pressure, here we comprehensively study this system using {\it ab initio} techniques. The Ni orbitals have a large bandwidth at ambient pressure, increasing by at 29.5 Gpa. Without electronic interactions, the Ni orbitals form a bonding-antibonding molecular orbital state via the O inducing a dimer'' lattice in the LNO bilayers. The Fermi surface consists of two-electron sheets with mixed $e_g$ orbitals and a hole pocket defined by the $d_{3z^2-r^2}$ orbital, suggesting a Ni two-orbital minimum model. Different from the infinite-layer nickelate, we obtained a large {\it interorbital} hopping between $d_{3z^2-r^2}$ and $d_{x^2-y^2}$ states in LNO, caused by the ligand bridge’’ of in-plane O or orbitals connecting those two orbitals, inducing -bonding characteristics. The competition between the intraorbital and interorbital hoppings leads to an interesting dominant spin stripe (, 0) order because of bond ferromagnetic tendencies via the recently discussed ``half-empty’’ mechanism.

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