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#Speculative Decoding

The Real Speed of Speculative Decoding: Why LLMs Don't Accelerate as Promised in Papers

The 6x inference speedup claimed in research papers often turns into an actual slowdown in practice. We explore how speculative decoding really works and what drives real-world performance gains.