Beyond Market Intelligence/gradient recovery

gradient recovery

gradient recovery at Beyond Market Intelligence is a file of one story. The newest of them: “Multi-Token Prediction Gets a Smarter New Approach”. Standard MTP training has been hiding a clean self-distillation signal behind noisy residuals, until now. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every gradient recovery story on Beyond Market Intelligence, newest first.

Multi-Token Prediction Gets a Smarter New Approach
Machine Learning

Multi-Token Prediction Gets a Smarter New Approach

Standard MTP training has been hiding a clean self-distillation signal behind noisy residuals, until now. Jayden Teoh's team shows that a single line of code change recovers the KL gradient, turning Multi-Token Prediction into Soft-MTP. It's a free lunch that improves speculative decoding without hurting next-token prediction. For deeper context on how self-distillation methods evolve, see our related coverage of "Scaling AI training with lightweight adapters instead of doubling models."