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vllm-ascend-model-adapter - vLLM Ascend NPU Model Adapter

Adapt and debug models to run vLLM on Ascend NPU

Tags

Updated: 2026-05-11

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • collect model context
  • inspect model files
  • analyze architecture
  • implement adapter
  • register architecture
  • validate inference
  • load real weights
  • start vLLM server
  • run HTTP requests
  • commit code changes

Inputs

  • model path
  • model files
  • vLLM source
  • vLLM Ascend source

Outputs

  • code changes
  • test config YAML
  • tutorial doc
  • analysis report
  • signed commit

Requirements

  • Docker environment
  • Ascend NPU
  • git repository
  • vLLM workspace

Source

  • Spec: SKILL.md
model-adapter
vLLM
Ascend NPU
Hugging Face
collect model context
inspect model files
analyze architecture
implement adapter
model path
model files
vLLM source
code changes
test config YAML
tutorial doc