Wan 2.2 T2V 480p LoRA Ultra Fast

Wan 2.2 T2V 480p LoRA Ultra Fast

Playground

Ultra-fast Wan 2.2 text-to-video model producing 480p videos with custom LoRA support—generate unlimited AI videos with personalized styles. Ready-to-use REST inference API, best performance, no coldstarts, affordable pricing.

Features

Wan 2.2 Text-to-Video 480p LoRA Ultra Fast

Generate customized videos from text prompts with LoRA support using Wan 2.2 Ultra Fast. This budget-friendly model creates 480p videos at blazing speed while allowing you to apply custom LoRA adapters — perfect for rapid prototyping, style testing, and high-volume content creation.

Looking for higher resolution? Try Wan 2.2 I2V 720p LoRA Ultra Fast for HD output.

Why It Looks Great

• Pure text-to-video: Generate videos from descriptions alone — no source images needed.
• LoRA support: Apply up to 3 custom LoRAs each for standard, high-noise, and low-noise stages.
• Ultra-fast generation: Optimized for maximum speed at the most affordable price.
• 480p output: Efficient resolution ideal for previews, social media, and rapid iteration.
• Negative prompt support: Exclude unwanted elements for precise control.
• Prompt Enhancer: Built-in tool to refine your descriptions automatically.
• Safety Checker: Optional content filtering for appropriate output.

Parameters

How to Use

1. Write your prompt — describe the scene, characters, motion, and style in detail.
2. Use Prompt Enhancer (optional) — click to enrich your description.
3. Add negative prompt (optional) — specify elements to exclude.
4. Set duration — choose 5 or 8 seconds.
5. Add LoRAs (optional) — click ”+ Add Item” to include custom LoRA adapters.
6. Set seed (optional) — for reproducible results.
7. Run — click the button to generate.
8. Download — preview and save your video.

Pricing

Per 5-second billing based on duration.

Volume Examples

Understanding LoRA Options

This model provides three different LoRA slots that affect different stages of the generation process:

LoRA Strategy Tips

• Single style: Use standard loras for consistent style throughout.
• Layered control: Combine high_noise for composition + low_noise for details.
• Character + Style: Use one slot for character LoRA, another for style LoRA.

Best Use Cases

• Rapid Prototyping — Test concepts and LoRA combinations quickly before upgrading to HD.
• Style Exploration — Experiment with different LoRA styles at minimal cost.
• High-Volume Production — Generate large batches of content affordably.
• Social Media Previews — 480p works well for mobile-first platforms and stories.
• LoRA Testing — Iterate on LoRA combinations to find the perfect mix.

Example Prompts

• “A mystical forest at twilight, fireflies dancing between ancient trees, soft magical glow, fantasy atmosphere”
• “Futuristic cityscape with flying cars, neon lights reflecting on wet streets, cyberpunk aesthetic”
• “Ocean waves crashing on rocky shore, dramatic sunset sky, cinematic slow motion”
• “Character walking through cherry blossom garden, petals falling gently, anime style”
• “Abstract geometric shapes morphing and flowing, vibrant colors, hypnotic motion”

Pro Tips for Best Results

• Use 480p for testing, then regenerate favorites at 720p or higher for final delivery.
• Start without LoRAs to establish a baseline, then add them incrementally.
• Use high_noise_loras for major style changes, low_noise_loras for subtle refinements.
• Don’t overload with LoRAs — sometimes 1-2 well-chosen LoRAs work better than many.
• Match your prompt language to the LoRA’s training — use trigger words if applicable.
• 480p is perfect for vertical content on mobile platforms where resolution matters less.

How to Use LoRAs

For detailed guides on using and training custom LoRAs:

• Use Your LoRA
• Train Your LoRA

Resolution Comparison

Notes

• Each LoRA slot (loras, high_noise_loras, low_noise_loras) supports up to 3 LoRAs.
• LoRA effects are cumulative — adding more LoRAs increases their combined influence.
• Enable Safety Checker for content that will be publicly shared.
• Processing is extremely fast — ideal for rapid iteration workflows.
• 480p is sufficient for most mobile viewing and social media platforms.

# Submit the task
curl --location --request POST "https://api.wavespeed.ai/api/v3/wavespeed-ai/wan-2.2/t2v-480p-lora-ultra-fast" \
--header "Content-Type: application/json" \
--header "Authorization: Bearer ${WAVESPEED_API_KEY}" \
--data-raw '{
    "size": "832*480",
    "duration": 5,
    "seed": -1
}'

# Get the result
curl --location --request GET "https://api.wavespeed.ai/api/v3/predictions/${requestId}/result" \
--header "Authorization: Bearer ${WAVESPEED_API_KEY}"