One Step Forward and K Steps Back: Better Reasoning with Denoising Recursion Models

Develop a lightweight library that demonstrates denoising recursion for small transformer models. This could enable efficient iterative refinement paths for LLMs without adding extra parameters.

Suggested repo: nanoLoop

"Scale reasoning depth without adding a single parameter."

Estimated effort: 40h