Introducing WaveSpeedAI LTX Video V097 I2V 720p on WaveSpeedAI

Bringing Your Images to Life with LTX Video 0.9.7 I2V 720p

The world of AI-powered video generation has taken a massive leap forward. We’re thrilled to announce the availability of LTX Video 0.9.7 I2V 720p on WaveSpeedAI—a groundbreaking image-to-video model that transforms static images into fluid, high-quality 720p videos with remarkable speed and consistency.

Built by Lightricks, the creative technology company behind popular apps like Facetune, LTX Video represents a paradigm shift in how we think about video generation. This isn’t just another incremental improvement—it’s the first DiT-based (Diffusion Transformer) video generation model capable of producing videos faster than real-time playback.

What is LTX Video 0.9.7?

LTX Video 0.9.7 is a transformer-based latent diffusion model that takes a fundamentally different approach to video generation. While traditional methods treat the Video-VAE and denoising transformer as separate, independent components, LTX Video optimizes their interaction through a holistic design that delivers both exceptional quality and unprecedented speed.

At its core, LTX Video achieves a remarkable compression ratio of 1:192, with spatiotemporal downscaling of 32 x 32 x 8 pixels per token. This architectural innovation is what enables the model to generate 30 FPS videos at 1216×704 resolution faster than you can watch them—a claim that sounds hyperbolic until you experience it firsthand.

The model was trained on licensed data from Getty Images and Shutterstock, ensuring ethical training practices while delivering the diverse, high-quality output that professional creators demand.

Key Features

Faster-Than-Real-Time Generation

LTX Video 0.9.7 produces 5 seconds of 24 fps video at 768x512 resolution in just 2 seconds on optimized hardware. This makes it approximately 30 times faster than comparable models, enabling rapid iteration and experimentation that was previously impossible.

High-Resolution 720p Output

Generate crisp, detailed videos at 720p resolution with smooth 30 FPS playback. The model works optimally on resolutions divisible by 32 and frame counts divisible by 8 + 1 (e.g., 257 frames), automatically handling padding and cropping when needed.

Exceptional Temporal Consistency

One of LTX Video’s standout qualities is its ability to maintain consistency across frames. Characters, objects, and scenes remain coherent throughout the generated video, avoiding the jarring artifacts and morphing issues that plague many competing models.

Flexible Input Options

The I2V (Image-to-Video) variant accepts both an image and text prompt, giving you precise control over the animation direction. Describe the motion, camera movement, or scene evolution you want, and LTX Video brings your vision to life.

Smooth Motion Handling

Compared to alternatives like FastHunyuan, LTX Video demonstrates superior motion handling, particularly excelling in camera movements and transitions. The generated motion feels natural and cinematic rather than robotic or stuttery.

Distilled Model Support

The distilled version delivers cinematic-quality videos in just 4 or 8 steps—a fraction of what the full model requires. This means even faster generation without significant quality loss.

Use Cases

Content Creation and Social Media

Transform product photos into engaging video content for Instagram Reels, TikTok, or YouTube Shorts. A single compelling image can become a dynamic video that captures attention in crowded feeds.

Marketing and Advertising

Create promotional videos from static campaign images. Animate hero shots, bring lifestyle imagery to life, or generate multiple video variations to A/B test which resonates best with your audience.

E-commerce Product Showcases

Turn product photography into 360-degree rotation videos or lifestyle animations that help customers visualize products in motion. Studies show video content significantly increases conversion rates.

Game and App Development

Generate concept animations from artwork, create loading screens, or prototype cutscenes before committing to full production. The rapid iteration speed makes LTX Video ideal for creative exploration.

Educational Content

Transform diagrams, illustrations, and static educational materials into animated explanations. Complex concepts become more accessible when viewers can see processes unfold dynamically.

Creative Experimentation

Artists and designers can explore motion concepts quickly. Generate dozens of variations from a single source image, experimenting with different prompts and motion directions until finding the perfect result.

Getting Started on WaveSpeedAI

Using LTX Video 0.9.7 I2V 720p on WaveSpeedAI is straightforward. Our platform provides a ready-to-use REST inference API that eliminates the complexity of model deployment and infrastructure management.

Here’s how to get started:

1. Visit the model page at wavespeed.ai/models/wavespeed-ai/ltx-video-v097/i2v-720p
2. Upload your source image or provide an image URL
3. Write a descriptive prompt explaining the motion you want (e.g., “The turquoise waves crash against the dark rocks, sending white foam spraying into the air”)
4. Configure generation parameters like resolution and frame count
5. Generate and download your video

For best results, use detailed, descriptive prompts in English. The model responds well to elaborate descriptions that specify camera movements, environmental effects, and the nature of the motion you want to see.

Pro tip from the documentation: Good prompts look like: “The turquoise waves crash against the dark, jagged rocks of the shore, sending white foam spraying into the air. The scene is dominated by the stark contrast between the bright blue water and the dark, almost black rocks. The water is a clear, turquoise color, and the waves are capped with white foam.”

Why WaveSpeedAI?

Running LTX Video 0.9.7 on your own hardware requires significant GPU resources—consumer-grade GPUs like the RTX 4090 can handle it, but you’re still looking at substantial hardware investment and setup complexity.

WaveSpeedAI removes these barriers entirely:

• No Cold Starts: Your requests begin processing immediately, without waiting for model loading or container spin-up
• Best Performance: Our optimized infrastructure ensures you get the fastest possible generation times
• Affordable Pricing: Pay only for what you use, without upfront hardware costs or idle capacity waste
• Simple API Integration: A clean REST API that integrates seamlessly into your existing workflows

Conclusion

LTX Video 0.9.7 I2V 720p represents a genuine breakthrough in AI video generation. The combination of real-time speed, high-quality output, and exceptional temporal consistency makes it a compelling choice for creators, developers, and businesses who need to generate video content efficiently.

Whether you’re animating product photos, creating social media content, or exploring creative concepts, this model delivers professional results at speeds that enable true creative iteration.

Ready to transform your images into captivating videos? Try LTX Video 0.9.7 I2V 720p on WaveSpeedAI today and experience faster-than-real-time video generation for yourself.

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