vllm-project/vllm-ascend

[Contribution] 任务 #21：310P DeepSeek-R1蒸馏系列模型适配

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#10,668 opened on Jun 18, 2026

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Description

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📚 任务问题描述

任务描述

该任务拆分自 #9079，任务 ID：#21。

适配DeepSeek-R1-Distill Llama/Qwen系列模型，使能ACLGRAPH图模式。

验收标准

  1. 在 tests/e2e/models/configs 添加完整测试用例。
  2. 更新模型支持清单文档，编写模型专属适配部署教程。
  3. 提交 SKILL.md，记录多模态模型适配技巧、算子优化方案及开发最佳实践。

对接人

@jyoung6652

认领状态

待认领

建议的替代/修复方案

请根据任务描述提交实现、测试或文档 PR，并在 PR 中关联本 issue 与 #9079；如实现过程中发现任务边界、使用指导或现有行为存在不合理之处，请同步补充说明和最小复现。

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Contributor guide

Research direction
Investigate the existing model support in vllm ascend, understand the ACLGRAPH graph mode, and study how other models are adapted. Start by examining the test configuration files in tests/e2e/models/configs and the documentation for model support.
Tech stack
None
Domain
backend
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
4
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
3-5 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
GitC++vLLMAscend NPU
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40