Framepack Now Live on WaveSpeedAI: High-Fidelity Image-to-Video via Autoregressive Generation

WaveSpeedAI,Mon Apr 21 2025

Framepack, a cutting-edge autoregressive image-to-video model from lllyasviel (the creator of ControlNet), is now available on WaveSpeedAI.

Framepack redefines how static images become videos—by generating each frame based on the one before, it produces smoother motion, greater temporal consistency, and more coherent narratives than traditional methods.

What is Framepack?

Framepack is a lightweight, autoregressive video synthesis model. Instead of generating all frames simultaneously, it builds each frame step by step, preserving motion logic and fine details over time.

Originally developed by the author of ControlNet, Framepack focuses on real-world usability: speed, structure retention, and compatibility with modern image generation workflows.

Key Features

Autoregressive Generation: Each video frame is conditioned on the previous, leading to fluid and logically consistent motion.
High Structure Fidelity: Retains detailed spatial structures and visual elements from the input image, ideal for character animation or style-sensitive scenes.
Fast & Lightweight: Built with efficiency in mind—Framepack runs rapidly on WaveSpeedAI’s backend with low compute cost.
General-Purpose Prompt Support: Accepts image inputs and prompt-based guidance for versatile video output.

Use Cases

Character & Portrait Animation: Bring illustrated or AI-generated characters to life with expressive, realistic movement.
Style-Coherent Motion Design: Create videos where motion unfolds without losing the visual identity of the original image.
Scene Visualization: Turn static environmental concepts into cinematic panning or ambient animations.
Game/Film Prototyping: Quickly test visual storytelling ideas before committing to full production.
Social Media Content Creation: Turn images into engaging video clips with higher retention and shareability.

Framepack is now live on WaveSpeedAI and ready for your creative workflows. Our optimized inference engine ensures fast generation, lower cost, and scalable throughput—perfect for both experimentation and production.

👉Try Framepack now on WaveSpeedAI