ProVe Reverses Speculative Decoding Roles for Acceleration
October 19, 2026
ProVe fine-tunes large models to act as proposers that predict token blocks in a single forward pass. A smaller model then verifies these blocks, achieving significant acceleration on benchmarks like GSM8K.
HOW THIS AFFECTS YOU
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builderThis can substantially increase your inference throughput by using block-level proposals.
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researcherThis flips the traditional speculative decoding paradigm to utilize large model capacity for proposal generation.