### What this PR does / why we need it?
Suffix Decoding is a CPU-based speculative decoding optimization that
accelerates inference by pattern matching and frequency-based prediction
from both prompts and generated content.
This document provides a step-by-step guide for deploying and evaluating
**Suffix Speculative Decoding** on the **Ascend** platform. By analyzing
performance gains across diverse datasets, it demonstrates the
significant advantages of this technology in inference acceleration. Our
goal is to empower developers to achieve high-efficiency model
optimization using Ascend hardware.
### Does this PR introduce _any_ user-facing change?
NO
### How was this patch tested?
- vLLM version: v0.14.1
- vLLM main:
dc917cceb8
---------
Signed-off-by: zhangmuzhibangde <1037640609@qq.com>
vLLM Ascend Plugin documents
Live doc: https://docs.vllm.ai/projects/ascend
Build the docs
# Install dependencies.
pip install -r requirements-docs.txt
# Build the docs.
make clean
make html
# Build the docs with translation
make intl
# Open the docs with your browser
python -m http.server -d _build/html/
Launch your browser and open:
- English version: http://localhost:8000
- Chinese version: http://localhost:8000/zh_CN