Introducing WaveSpeedAI WAN 2.2 T2V 5b 720p LoRA on WaveSpeedAI

Introducing Wan 2.2 T2V 5B 720P with LoRA on WaveSpeedAI

The landscape of AI video generation has reached a new milestone. We’re thrilled to announce the availability of Wan 2.2 T2V 5B 720P with LoRA on WaveSpeedAI—a powerful text-to-video model that combines cinematic-quality output with unprecedented customization capabilities through LoRA support.

Built on Alibaba’s groundbreaking Mixture-of-Experts (MoE) architecture, this 5-billion parameter model represents a significant leap forward in accessible, high-quality video generation. Whether you’re a content creator, marketer, filmmaker, or developer, Wan 2.2 opens up new creative possibilities that were previously reserved for high-end production studios.

What is Wan 2.2 T2V 5B?

Wan 2.2 is the latest evolution in Alibaba’s Wan series of video generation models, building on the acclaimed Wan 2.1 foundation with substantial improvements across the board. The model introduces a revolutionary Mixture-of-Experts design that separates the denoising process across timesteps using specialized high-noise and low-noise experts—dramatically improving both quality and efficiency.

What sets this release apart is its accessibility. Despite its sophisticated architecture, the 5B parameter version is optimized to run on consumer-grade hardware while still producing stunning 720p video at 24fps. This democratizes professional-grade video generation for creators who don’t have access to enterprise-level computing resources.

The training data expansion is equally impressive: Wan 2.2 was trained on 65.6% more images and 83.2% more videos compared to Wan 2.1, with careful curation for lighting, composition, contrast, and color. This translates directly to superior visual quality and more accurate prompt adherence in your generated videos.

Key Features

Cinematic-Level Aesthetic Control

Wan 2.2 has been specifically tuned to professional filmmaking standards. The model understands and can execute complex visual directions including:

• Lighting design: From dramatic chiaroscuro to soft ambient illumination
• Color palette: Full control over color grading and mood
• Composition: Rule of thirds, leading lines, and dynamic framing
• Lens effects: Depth of field, bokeh, and focal length simulation
• Camera movement: Smooth pans, tilts, tracking shots, and dynamic angles

Large-Scale Complex Motion

Where many video models struggle with complex movement, Wan 2.2 excels. The model handles:

• Dramatic character actions and athletic movements
• Multi-character interactions with proper spatial relationships
• Challenging camera paths while maintaining stability
• Fluid motion sequences with natural physics

LoRA Customization Support

This is where Wan 2.2 truly shines. With support for up to 3 simultaneous LoRA adapters, you can:

• Apply custom character LoRAs for consistent character representation across videos
• Layer style LoRAs to achieve specific artistic aesthetics
• Fine-tune motion dynamics for specialized animation requirements
• Combine multiple LoRAs with adjustable strength scales (typically 0.6-1.0)

LoRA (Low-Rank Adaptation) technology allows for precise customization without the need for full model retraining, making personalization accessible and efficient.

Precise Semantic Compliance

The model demonstrates strong scene understanding and multi-object generation capabilities. Your prompts translate accurately to video, with:

• Accurate object placement and relationships
• Consistent character details throughout the video
• Faithful reproduction of described environments
• Proper handling of complex multi-element scenes

Production-Ready Output

Every video generated is:

• Resolution: 1280×720 (720p) or 720×1280 (portrait)
• Duration: 5 seconds of smooth, coherent footage
• Frame rate: 24fps for that authentic cinematic feel
• Quality: Sharp textures, detailed characters, and excellent temporal coherence

Real-World Use Cases

Marketing and Advertising

Create eye-catching promotional videos from text descriptions alone. Generate product showcases, brand stories, and social media content at scale. With LoRA support, maintain brand consistency by training custom adapters on your visual identity.

Social Media Content

Keep up with the insatiable demand for video content across platforms. Generate TikToks, Instagram Reels, and YouTube Shorts quickly and affordably. Experiment with trending styles and effects without expensive production resources.

Filmmaking and Pre-visualization

Use Wan 2.2 for rapid concept visualization and storyboarding. Test camera angles, lighting setups, and scene compositions before committing to expensive live-action shoots. The cinematic training ensures outputs that translate well to professional workflows.

E-commerce and Product Demos

Bring products to life with dynamic video presentations. Show items in use, demonstrate features, and create engaging product stories that convert browsers into buyers.

Game Development and Animation

Generate reference footage for animators, create cutscene concepts, or produce promotional materials for games and interactive media. The complex motion handling makes it particularly suited for action sequences.

Educational Content

Transform educational materials into engaging video formats. Visualize historical events, scientific concepts, or instructional sequences with consistent quality and style.

Getting Started on WaveSpeedAI

Using Wan 2.2 T2V 5B with LoRA on WaveSpeedAI is straightforward:

1. Craft your prompt: In the prompt box, describe your scene in detail—include characters, actions, camera movement, lighting, and style preferences. The more specific your description, the better your results.

2. Add LoRA adapters (optional): Click “Add Item” under the LoRAs section to attach up to 3 adapters. Paste the LoRA path or a direct .safetensors URL, then adjust the strength scale for each.

3. Configure output settings: Choose between landscape (1280×720) or portrait (720×1280) orientation based on your use case.

4. Set your seed: For reproducible results, specify a seed value. This is useful when iterating on a concept or generating variations.

5. Generate: Click Run and watch your text transform into video. Preview the result and download when satisfied.

Pricing: A flat rate of $0.10 per generation makes this enterprise-grade technology accessible for projects of any size.

Want to create your own custom LoRAs? WaveSpeedAI offers comprehensive guides for training your own LoRA without coding and using LoRA directly on the platform.

Why WaveSpeedAI?

Running AI video generation locally requires significant hardware investment and technical expertise. WaveSpeedAI removes these barriers:

• No cold starts: Your generations begin immediately, without waiting for model loading
• Optimized infrastructure: Enterprise-grade GPUs ensure fast, reliable inference
• Affordable pricing: Pay only for what you use at $0.10 per video
• Simple API access: Integrate video generation into your applications with a ready-to-use REST API
• No hardware requirements: Generate 720p videos without owning expensive GPUs

Start Creating Today

Wan 2.2 T2V 5B with LoRA represents the cutting edge of accessible video generation technology. Its combination of cinematic quality, complex motion handling, precise prompt following, and LoRA customization makes it an essential tool for modern content creation.

Whether you’re generating your first AI video or scaling up an existing production pipeline, WaveSpeedAI provides the infrastructure to bring your creative visions to life—quickly, affordably, and without technical barriers.

Try Wan 2.2 T2V 5B 720P with LoRA on WaveSpeedAI →