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Multi-Token Prediction

Model feature that Willison reported delivered a roughly 72 percent performance gain on his Nvidia machine.

Current clusters

build1 distinct publisher

Speculative decoding is free because the bottleneck is the memory bus, not the math

A conversion-pipeline checklist item, "MTP round-trip", turns on a distinction teams collapse: the training-time auxiliary loss is disposable, the inference-time draft head is not.

Publishers:dev.to

Reality

Evidence42
Adoption55
Hype gap+22
Incentives18
Confidence45

product1 distinct publisher

A 27B laptop model scores like a rented one, and thinks three times as hard to do it

Alibaba's Apache-2.0 Qwen3.8-27B fits in about 17GB and matched near-frontier scores, per Artificial Analysis. It also burned 3.7x the median output tokens getting there.

Publishers:thenextweb.com

Reality

Evidence62
Adoption64

Top News

Current clusters

Speculative decoding is free because the bottleneck is the memory bus, not the math

A 27B laptop model scores like a rented one, and thinks three times as hard to do it