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Nengjun Ma 78fad4e348 [Refactor] MLP weight prefetch to consistency with MoE Model's prefetching in terms of code and usage (#6442 )

### What this PR does / why we need it?
Refactor MLP weight prefetch to consistency with MoE Model's prefetching
in terms of code and usage.
Environments VLLM_ASCEND_ENABLE_PREFETCH_MLP,
VLLM_ASCEND_MLP_DOWN_PREFETCH_SIZE and
VLLM_ASCEND_MLP_GATE_UP_PREFETCH_SIZE is removed, usage as following:

--additional-config '{"weight_prefetch_config": { "enabled": true,
"prefetch_ratio": {"mlp": { "gate_up": 1.0, "down": 1.0} }}}'

### Does this PR introduce _any_ user-facing change?

### How was this patch tested?

- vLLM version: v0.14.1
- vLLM main:
dc917cceb8

---------

Signed-off-by: leo-pony <nengjunma@outlook.com>

2026-02-04 09:08:18 +08:00

source

[Refactor] MLP weight prefetch to consistency with MoE Model's prefetching in terms of code and usage (#6442 )

2026-02-04 09:08:18 +08:00

Makefile

[Doc]Add Chinese translation for documentation (#1870 )

2025-07-21 11:26:27 +08:00

README.md

[Lint]Style: reformat markdown files via markdownlint (#5884 )

2026-01-15 09:06:01 +08:00

requirements-docs.txt

[Doc]Add Chinese translation for documentation (#1870 )

2025-07-21 11:26:27 +08:00

README.md

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