inference/research
verifiedhigh · 0.90updated 2026-10-04

Standard speculative sampling acceptance length and speedup on Vicuna-13B (temperature=0)

2.18 tokens_per_cycle

Fields

id
benchmarks/sd-sps-acceptance-vicuna13b-t0
Metric
quality
Value
2.18
Unit
tokens_per_cycle
Model
Vicuna-13B
Methodology
temperature=0, 6 tasks. Average acceptance length τ = 2.18 tokens per draft-verify cycle. Speedup 1.88x mean across tasks.
Measured by
self
Reproducible
yes
notes
Standard speculative sampling with Vicuna-68M as draft model. Chain-structured draft. Lossless (distribution-preserving). Baseline is vanilla autoregressive decoding.

Notes

Standard speculative sampling with Vicuna-68M as draft model. Chain-structured draft. Lossless (distribution-preserving). Baseline is vanilla autoregressive decoding.

Cross-references