Mochi1

Mochi1

by Genmo
Mochi 1 is an open-source video generation model developed by Genmo, designed to produce high-quality videos with smooth motion and strong adherence to user prompts. Released under the Apache 2.0 license, it is free for both personal and commercial use. The model currently offers a 480p base version, with a 720p HD version planned for release later this year. Mochi 1's architecture and weights are available on Hugging Face, and Genmo provides a hosted playground for users to experiment with the model for free.

What is Mochi 1?

Mochi 1 is an open-source AI video generation model developed by Genmo, designed to produce high-quality videos with smooth motion and strong adherence to user prompts. Released under the Apache 2.0 license, it is free for both personal and commercial use. The model currently offers a 480p base version, with a 720p HD version planned for release later this year.

Key Features of Mochi 1

  • High-Fidelity Motion Generation: Mochi 1 excels in generating smooth videos that simulate physical principles such as fluid dynamics and coherent human movements.
  • Strong Prompt Adherence: The model accurately follows user-provided prompts to generate expected video content.
  • Open-Source Architecture: Mochi 1's model weights and source code are available under the Apache 2.0 license.
  • High Efficiency: Utilizes Genmo's Asymmetric Diffusion Transformer (AsymmDiT) architecture for efficient text and video token processing.
  • Hosted Playground: Genmo provides a hosted playground for users to try Mochi 1 for free.
  • High Parameter Count: Mochi 1 uses a 10-billion parameter diffusion model for accurate variable training.

Technical Principles of Mochi 1

  • Asymmetric Diffusion Transformer (AsymmDiT) Architecture: Simplifies text processing to focus on visual effects, efficiently handling user prompts and compressed video tokens.
  • Real-Time Video Generation Technology: Employs Pyramid Attention Broadcast (PAB) technology to reduce redundant attention calculations, achieving up to 21.6 FPS.

Application Scenarios of Mochi 1

  • Video Content Creation: Generate high-quality video content, including animations and short films.
  • Education and Training: Create instructional videos to explain complex concepts.
  • Entertainment and Gaming: Generate dynamic background videos or storylines for games.
  • Advertising and Marketing: Produce attractive advertising videos.
  • Social Media: Help content creators generate unique video content.
  • News and Reporting: Generate background videos for news reports.

Getting Started with Mochi 1

Model Capabilities

Model Type
video generation
Supported Tasks
Video Content Creation Education And Training Entertainment And Gaming Advertising And Marketing Social Media News And Reporting
Tags
AI Video Generation Open Source High Fidelity Motion Quality Prompt Adherence Apache 2.0 Hugging Face Video Content Creation Real-Time Video Generation Asymmetric Diffusion Transformer

Usage & Integration

Pricing
free
License
Open Source Apache 2.0

Screenshots & Images

Primary Screenshot
Additional Images
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