wan-2-2/lora/text-to-video
Use WAN 2.2 LoRA as latest AI tool for realistic video creation from text.
Wan 2.2 VACE Fun is a prompt-driven reference-to-video tool that lets you transform a still image and a text description into a coherent animated video. Using the Wan 2.2 VACE Fun A14B model as its foundation, it balances subject consistency, expressive motion, and visual fidelity, making it ideal for creative prototyping and storytelling.
Wan 2.2 VACE Fun enables you to animate a reference image with prompts, producing short videos that preserve identity and style. It is designed for artists, creators, and developers who need cinematic iteration, character animation, or quick visualization. You provide the inputs, and it delivers expressive MP4 sequences ready for review or sharing.
This model is the core of the workflow, transforming your reference image and prompts into a video-ready latent sequence. It prioritizes subject-driven animation and identity preservation. You can explore details in its model card.
The text-to-video models provide staged denoising for optimal trade-offs between speed and detail. The HIGH variant emphasizes nuanced textures and fidelity, while the LOW variant focuses on motion stability. Both are available as packaged weights at Comfy-Org/Wan_2.2_ComfyUI_Repackaged.
You begin by setting values for Prompts and uploading ference image. You must provide a Prompt to direct motion and artistic intent and load an Image as the subject reference.
Height (px), Width (px), Number of Frames, and Frames Per Second (FPS) ensure the resolution, length, and playback smoothness of your output video. Additional flexibility comes from using Sampling Steps to fine-tune detail and stability, and adjusting Shift to nudge balance between motion and texture. The Seed can be set for reproducibility or varied for alternative versions. These parameters let you optimize results without changing your core inputs.
The workflow produces an MP4 video as output. The generated clip length is determined by the Number of Frames and Frames Per Second, while resolution follows your Height and Width values. The result is an expressive animated sequence consistent with your subject and guided by your prompt.
Match your reference Image aspect ratio to the Height and Width inputs to avoid stretching and cropping. Use clear and action-oriented words in the Prompt to get expressive motion. Adjust Frames Per Second to control pacing, and reuse the same Seed to reliably compare iterations.
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Wan2.2 VACE is a reference-to-video generation tool that lets users animate a still image using a text prompt. Built for ComfyUI, Wan2.2 VACE creates expressive MP4 sequences by combining identity preservation with stylized motion, making it perfect for storytelling, prototyping, and character animation.
Wan2.2 VACE offers several key features including identity preservation, cinematic motion, and high visual fidelity. It uses models like Wan2.2 VACE Fun A14B and Wan 2.1 VAE to ensure consistent and expressive animation ready for sharing or review.
Wan2.2 VACE operates on a credit-based system through Runcomfy's AI playground. New users are granted free trial credits upon registration, allowing them to explore Wan2.2 VACE without upfront cost. For ongoing use, additional credits may be required.
To generate an animation with Wan2.2 VACE, users need to provide a reference image and a text-based prompt. Additional parameters like resolution, frame count, FPS, and optional tweaks such as Sampling Steps and Seed settings can be adjusted for optimal results.
Wan2.2 VACE improves upon earlier iterations by focusing on subject consistency, richer motion dynamics, and high-quality video rendering. Compared to other tools, Wan2.2 VACE offers strong balance between detail and stability through tunable models and its thoughtful integration with ComfyUI.
Wan2.2 VACE is designed for digital creatives including artists, animators, and developers who need quick and expressive video prototyping. It's ideal for character animation, visual storytelling, and creating short cinematic clips from static references.
Wan2.2 VACE outputs animated MP4 video files. The resolution and length are determined by the user-defined height, width, frame count, and frame rate, giving users control over video quality and pacing.
Yes, Wan2.2 VACE can be used through Runcomfy’s website which works well on mobile browsers. This allows users to create animated videos conveniently from smartphones or tablets without needing desktop software.
While Wan2.2 VACE is powerful, results depend on the quality of the reference image and clarity of the prompt. Stretching or cropping may occur if input dimensions don't match the image aspect ratio, and videos are relatively short in length due to frame limits.
RunComfy is the premier ComfyUI platform, offering ComfyUI online environment and services, along with ComfyUI workflows featuring stunning visuals. RunComfy also provides AI Models, enabling artists to harness the latest AI tools to create incredible art.