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[main] vllm-ascend Roadmap Q1 2025 #71

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Yikun opened this issue Feb 17, 2025 · 0 comments
Open
24 of 34 tasks

[main] vllm-ascend Roadmap Q1 2025 #71

Yikun opened this issue Feb 17, 2025 · 0 comments

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@Yikun
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Yikun commented Feb 17, 2025 •
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This is a living document!

Hardware Plugin

Basic support

Initial vLLM Ascend support will start to support with basic hardware compatibility support.

  • Chunked Prefill
  • Automatic Prefix Caching (basic support, ignore performance)
  • LoRA
  • Prompt adapter
  • Speculative decoding
  • Multi Modality
  • LogProbs
  • Prompt logProbs
  • Async output
  • Multi step scheduler
  • Best of
  • Beam search
  • Guided Decoding

Feature support

Model support

  • (P0) DeepSeek V3 / DeepSeek R1: [New Model]: DeepSeek V3 / R1 #72
  • DeepSeek Distill (Qwen / Llama)
  • Qwen 2.5
  • LLama3.1/3.2
  • internlm
  • ChatGLM
  • InternVL 2.5
  • Qwen2-VL
  • Molomo
  • LLaVA 1.5
  • Qwen2-Audio

Docs

  • README
  • vllm-ascend website: https://vllm-ascend.readthedocs.org/
  • Quick start / Installation / Turtorial
  • User guide: supported feature / models
  • Developer guide: Contributing / Versioning policy

CI and Developer Productivity
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@Yikun