Ascend (NPU) Tutorial

Last updated: 06/05/2026.

Getting Started

• Ascend Tutorial
• Ascend Dockerfile Build Guidance
• Ascend Install Guidance
• Ascend Quickstart
• Ascend Quickstart with vLLM Backend
• Ascend Quickstart with SGLang Backend

Feature Support

• Ascend Backend Features Guide
• NPU 高级特性指南

Model Support

• NPU Model & Algorithms Support Status
• Ascend Retool Best Practice
• Ascend SGLang Best Practice
• DAPO multi model optimization practice
• NPU Qwen3-32B GSPO Optimization Practice
• Qwen3.5-122B-A10B NPU 使用指南

Developer Guide

• 模型评测
• 训练配置参数与指标说明
• Transfer to NPU guide
• Precision Alignment
• Precision Debugger (msprobe) in verl
• Ascend Performance Analysis Guide
• Performance Tuning Guide on Ascend
• Profiling采集指导
• Profiling Data Collection Guide

FAQ & Contributing

• NPU 常见问题解答
• NPU-CI 添加指导