Relaxed speculative decoding methods that trade exactness for speed only produce useful capability-speed trade-offs when the drafter is a strong standalone language model; lightweight MTP drafters are largely unsuited to relaxation.
The questions are written for domain experts in biology, physics and chemistry, so the task is meant to probe expert-level scientific knowledge rather than general STEM familiarity
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
ACCEPT 1representative citing papers
citing papers explorer
-
A Practical Investigation of Training-free Relaxed Speculative Decoding
Relaxed speculative decoding methods that trade exactness for speed only produce useful capability-speed trade-offs when the drafter is a strong standalone language model; lightweight MTP drafters are largely unsuited to relaxation.