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IMAGE → VIDEO • CURATED • UPDATED DEC 24, 2025

Wan 2.1

Open-source image-to-video with LoRA support

Generates high-quality videos with motion diversity from images using Wan 2.1 open-source model. Supports LoRA customization for fine-tuned control, enabling advanced users to adapt the model for specific styles and use cases. Provides full source code availability, allowing self-hosting, customization, and integration into custom workflows. Enables fine-tuning with LoRA (Low-Rank Adaptation) for specialized motion styles, character consistency, or domain-specific video generation.

1 Review GitHub documentation for setup instructions
2 Use LoRA for style-specific fine-tuning
3 Experiment with different LoRA configurations
4 Self-host for privacy and control
5 Join community for support and examples

Self-Hosted Video Generation

Set up Wan 2.1 for self-hosted video generation.

STEPS:
  1. Clone repository and install dependencies
  2. Download model weights
  3. Configure environment and GPU settings
  4. Test generation with sample images
  5. Deploy for production use
  6. Monitor and optimize performance

LoRA Customization

Fine-tune Wan 2.1 with LoRA for specific styles.

STEPS:
  1. Prepare training data for your style
  2. Set up LoRA training pipeline
  3. Fine-tune model with LoRA
  4. Test custom LoRA with generation
  5. Refine and iterate on LoRA
  6. Use custom LoRA for specialized generation
Free Completely free
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Q:

Is Wan 2.1 free?

A:

Yes, it's completely free to use with no subscription required.

Q:

What can I do with Wan 2.1?

A:

You can use Wan 2.1 for open-source workflows, lora customization, self-hosting. Generates high-quality videos with motion diversity from images using Wan 2.1 open-source model. Supports LoRA customization for fine-tuned control, e...

Q:

Does Wan 2.1 have an API?

A:

Yes, it offers an API for developers to integrate into their applications and workflows.

Q:

How do I create videos with Wan 2.1?

A:

Wan 2.1 converts images into videos. Upload a reference image and the tool will animate it.

Q:

Is Wan 2.1 open source?

A:

Yes, Wan 2.1 is open source. You can access the source code, contribute to development, and deploy it on your own infrastructure.