Prism enables efficient test-time scaling for discrete diffusion LLMs via hierarchical pruning, remasking, and self-verification, matching best-of-N accuracy with fewer function evaluations across math and code benchmarks.
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Prism: Efficient Test-Time Scaling via Hierarchical Search and Self-Verification for Discrete Diffusion Language Models
Prism enables efficient test-time scaling for discrete diffusion LLMs via hierarchical pruning, remasking, and self-verification, matching best-of-N accuracy with fewer function evaluations across math and code benchmarks.