mano-manifold-optimization

Improve LLM training efficiency through manifold-based optimization that projects momentum onto tangent spaces and constrains updates on rotational Oblique manifolds. Achieves 1.75× faster convergence than Muon with reduced memory.

Independent GitHub snapshot · Automated classification · Original documentation governs