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Thanks for your amazing work! I wanted to share the following paper on efficient reasoning.

Title: Accelerated Test-Time Scaling with Model-Free Speculative Sampling
arxiv: https://arxiv.org/abs/2506.04708

This paper introduces a model-free speculative decoding method to accelerate test-time scaling without affecting its outputs, by utilizing the N-gram overlaps across different reasoning trajectories. I believe this will be a useful addition to the list!

@DefTruth DefTruth self-requested a review June 6, 2025 07:45
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LGTM

@DefTruth DefTruth merged commit 0c77709 into xlite-dev:main Jun 6, 2025
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