Wan v2.5 Preview Model Documentation

Overview

The Wan v2.5 Preview model represents the latest advancement in AI video generation technology, available on the hypeclip.app platform. This comprehensive model supports both text-to-video and image-to-video generation capabilities, delivering high-quality video outputs at 720p resolution with 24fps for professional content creation.

Model Capabilities

Text-to-Video Generation

Transform written descriptions into dynamic video content with sophisticated motion understanding and cinematic quality output.

Image-to-Video Generation

Convert static images into animated video sequences while maintaining visual consistency and realistic motion dynamics.

Key Features

• Resolution: 720p output quality
• Frame Rate: 24fps for smooth cinematic motion
• Duration: Configurable video length up to several seconds
• Aspect Ratios: Multiple format support including 16:9, 9:16, 1:1, and custom ratios
• Advanced Motion Control: Sophisticated movement generation with natural physics
• Cinematic Aesthetics: Professional-grade visual quality with lighting and composition control

Interface Configuration

Prompt Settings

Prompt Input

• Main text field for describing your video content
• Support for detailed scene descriptions, actions, and visual elements
• Character limit optimization for best results

Generate Prompt With AI

• AI-powered prompt enhancement feature
• Automatically improves and expands basic prompts
• Generates more detailed descriptions for better video quality

Negative Prompt

• Specify elements to exclude from the generated video
• Helps refine output quality by avoiding unwanted content
• Supports up to 500 characters for precise content filtering

Video Configuration

Resolution Settings

• Default: 720p (1280x720 pixels)
• Optimized for high-quality output while maintaining reasonable generation times
• Professional video quality suitable for various applications

Aspect Ratio Options Choose from multiple format presets:

• Landscape (16:9): Standard widescreen format, ideal for YouTube, presentations, and desktop viewing
• Portrait (9:16): Vertical format perfect for TikTok, Instagram Stories, and mobile content
• Square (1:1): Equal dimensions suitable for Instagram posts and social media squares

Advanced Settings

Animate from Image (Optional) Upload reference images to create animated video content:

• Choose from Past Generations: Select from previously created content
• Upload Files: Import custom images to animate
• URL Input: Direct image linking from external sources

Extend a Video (Optional) Create longer video sequences:

• Upload existing video content to extend duration
• Maintain visual consistency across extended sequences
• Seamless continuation of motion and style

Show Advanced Settings Access additional configuration options for professional users:

• Fine-tune generation parameters
• Adjust motion intensity and camera movement
• Control aesthetic elements and visual style

Enable Prompt Expansion Intelligent prompt rewriting system:

• LLM-powered prompt optimization
• Automatic enhancement of basic descriptions
• Improved semantic understanding for better results

Usage Guidelines

Text-to-Video Best Practices

Prompt Structure Formula:

Subject + Action + Scene + Camera Movement + Lighting + Style

Example Effective Prompts:

• "A white ferret playing on a moss-covered log by a stream, leaping into water with dynamic camera zoom, side lighting casting warm highlights, cinematic composition"
• "Professional dancer performing contemporary moves in a minimalist studio, slow motion capture with dramatic backlighting, artistic black and white style"

Image-to-Video Guidelines

Optimal Input Images:

• High resolution source images (minimum 512px)
• Clear subjects with defined edges
• Good lighting and contrast
• Stable composition suitable for animation

Motion Descriptions: Focus on subtle, realistic movements that enhance the static image:

• Natural environmental effects (wind, water movement)
• Character actions (walking, gesturing, expressions)
• Camera movements (zoom, pan, rotation)

Aspect Ratio Selection

Platform-Specific Recommendations:

• YouTube/Desktop: 16:9 (Landscape)
• TikTok/Instagram Stories: 9:16 (Portrait)
• Instagram Feed: 1:1 (Square)
• General Social Media: Consider platform requirements

Technical Specifications

Model Architecture

• Advanced Diffusion Transformer (DiT) technology
• Mixture-of-Experts (MoE) architecture for enhanced performance
• Specialized VAE compression at 16×16×4 ratio
• Professional cinematic aesthetic control systems

Performance Characteristics

• Generation Time: Optimized for reasonable processing speeds
• Memory Requirements: Efficient resource utilization
• Quality Consistency: Stable output across different prompt types
• Motion Smoothness: Advanced temporal coherence algorithms

Supported Content Types

• Realistic scenes and environments
• Character animations and movements
• Abstract and artistic content
• Product demonstrations and showcases
• Educational and instructional videos

Generation Process

1. Input Configuration: Set your prompt, select aspect ratio, and configure advanced settings
2. Content Analysis: The model processes your requirements and optimizes generation parameters
3. Video Synthesis: Advanced AI algorithms create your video frame by frame
4. Quality Assurance: Automatic optimization ensures smooth motion and visual consistency
5. Output Delivery: Final video rendered at specified resolution and format

Limitations and Considerations

Content Restrictions

• English language prompts provide optimal results
• Complex multi-subject scenes may require detailed descriptions
• Extreme aspect ratios may produce unexpected results
• Very long duration requests may impact quality

Technical Constraints

• Processing time varies based on complexity and duration
• High-resolution outputs require additional computational resources
• Some advanced features may have usage limits

Integration and API Access

The Wan v2.5 Preview model is fully integrated into the hypeclip.app platform, providing users with an intuitive interface for professional video generation. Advanced users can access additional configuration options through the platform's expanded settings panel.

For optimal results, experiment with different prompt structures, aspect ratios, and advanced settings to achieve your desired video output quality and style.