What problem does it solve?
LTX-2.3 provides a fast path to generate short, high-quality motion clips from text prompts or still images so creators do not need to manually source or animate small footage elements for video projects. It reduces the time and cost of producing b-roll, animated portraits, and motion backgrounds that fit into editing timelines.
Core Features & Use Cases
- Text-to-video and Image-to-video: Produce ~5 second cinematic clips from descriptive prompts or animate a still image with subtle camera motion.
- Fine-grained control: Adjustable resolution, frame count, fps, quality mode, and seeds for reproducible outputs; enforces valid frame counts where (n-1) % 8 == 0.
- Production workflows: Ideal for generating b-roll cutaways, animated slide or portrait backgrounds, branded intro/outro backgrounds, and short motion clips to stitch into Remotion compositions or further post-process with upscaling and audio mixing.
- Operational notes: Runs on Modal with A100-80GB, requires a Modal LTX2 endpoint URL and a HuggingFace token for weight downloads; expect ~2.5 minutes per default clip and ambient-only generated audio.
Quick Start
Generate a 5-second cinematic b-roll clip of a golden-hour ocean sunset from a text prompt and save it as sunset.mp4.