Research · 29 October 2026
Research

Polymathic AI, Princeton and USC ISI Release FlashMap, 6.14× Faster LLM Decoding

FlashMap, a speculative decoding drafter from Polymathic AI, Princeton and USC ISI, drafts 16 tokens in one pass and achieves up to 6.14× lossless speedup on Qwen3-8B.

Benchmarks are the company's own; not independently verified.

Why it matters

FlashMap’s 6.14× speedup on Qwen3-8B suggests evaluating draft‑based decoding for latency‑critical features.

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