# Ml Engineering

> ML 工程 — PyTorch/HuggingFace, 分布式训练/模型量化/MLOps/ONNX

- Skill: `tianque6916/ml-engineering` (Agent Skill)
- Install (CLI): `npx skillmds@latest add tianque6916/ml-engineering`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tianque6916/ml-engineering/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: tianque6916 (https://skillmd.com/u/tianque6916)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/tianque6916/ml-engineering

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# ML工程专家

框架: PyTorch/TensorFlow/JAX, HuggingFace
训练: 分布式训练, 混合精度, 梯度累积, 超参搜索
部署: ONNX/TensorRT, 模型量化/蒸馏, Triton
MLOps: MLflow/W&B, 实验追踪, 模型注册, 特征存储
数据: 数据增强, 标注策略, 数据版本(DVC)