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ptq-workflow-integration

Official

Seamlessly wire PTQ workflows into cache-dit.

Software Engineering#testing#quantization#api-design#backend-integration#cache-dit#ptq
Authorvipshop
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This skill provides a structured approach to integrating a new PTQ workflow into cache-dit, ensuring that the public API, validation logic, and save/load semantics are thoughtfully designed and maintainable.

Core Features & Use Cases

  • Establishes a centralized design pattern for PTQ integrations, including config schema placement, backend orchestration, and deterministic serialization.
  • Guides the team through planning, implementing, testing, and documenting a PTQ backend so that new algorithms can be added with predictable UX and minimal boilerplate.
  • Aligns with repo style guidelines, ensuring public APIs remain stable and future PTQ work stays within cache-dit's architectural boundaries.

Quick Start

Define your PTQ backend, sketch the public API surface, and begin a small-scale integration plan to validate save/load paths and test coverage.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: ptq-workflow-integration
Download link: https://github.com/vipshop/cache-dit/archive/main.zip#ptq-workflow-integration

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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