Welcome to Quantize’s documentation!

Contents:

• Introduction
  • Overview
  • What is Quantization?
  • Benefits of Int4 Quantization
  • Limitations
  • Use Cases
• Installation
  • Prerequisites
  • Installing from Source
  • Automated Setup
  • Dependencies
  • Verifying Installation
• Usage
  • Basic Usage
  • Scaling Methods
  • Memory Optimization
  • Complete Example
  • Analyzing Quantization Error
• API Reference
  • quantize Module
  • quantize.quantize Module
  • Core Functions
  • Memory Optimization Functions
  • Example Function
• Examples
  • Basic Example
  • Memory Optimization Example
  • Comparing Scaling Methods
  • Handling Edge Cases
• Contributing
  • Setting Up Development Environment
  • Development Workflow
  • Code Style
  • Testing
  • Documentation
  • Pull Request Guidelines
  • Feature Requests and Bug Reports
  • License
• License
  • MIT License

Indices and tables

• Index

• Module Index

• Search Page