Welcome to pruna’s documentation!

Getting Started:

• Get Started with Pruna AI
  • Introduction
  • Installation
  • Prerequisites
  • Installation Steps
  • Future Plans
  • Disclaimers
  • Example Usage

Pruna Interface:

• Smash Function
• PrunaModel
• SmashConfig User Manual
  • Defining a SmashConfig
  • Passing a SmashConfig to the Smash Function
  • SmashConfig Parameters

Tutorials:

• Downloading and Running Models from PrunaAI on Huggingface
  • Step 1: Install Pruna-Engine
  • Step 2: Download the Model
  • Step 3: Load the Model
  • Step 4: Run the Model
• Smashing Stable Diffusion Models
  • Loading the Stable Diffusion Model
  • Initializing the Smash Config
  • Smashing the Model
  • Running the Model
  • Wrap Up
• Smashing Large Language Models
  • Loading the LLM
  • Initializing the Smash Config
  • Smashing the Model
  • Running the Model
  • Wrap Up
• Smashing Computer Vision Models
  • Loading the CV Model
  • Initializing the Smash Config
  • Smashing the Model
  • Preparing the Input
  • Running the Model
  • Wrap Up
• Smashing Automatic Speech Recognition Models
  • Loading the ASR model
  • Initializing the Smash Config
  • Smashing the Model
  • Preparing the Input
  • Running the Model
  • Wrap Up
• Setting Up Pruna in a Docker Container
  • Prerequisites
  • Building the docker image
  • Running the docker image
  • Installing Pruna in the Docker container
  • Wrap up

Indices and tables

• Index

• Module Index

• Search Page