What is LoRA AI train?

LoRA AI train is a Wan 2.2 image-to-video generator that turns a single still image into a short, custom video. You upload a clear start image, select a trained Wan 2.2 LoRA, describe the motion you want, and the tool produces a 5- or 8-second clip in 480p or 720p. The start image establishes the subject, framing, pose, colors, and composition, while your prompt defines what changes over time. A trained LoRA supplies a reusable visual identity—like a character, product, or art style—so the output stays consistent. This is strictly an image-to-video workflow; it is not a text-to-video generator or a video-to-video editor.

Who it's for

• Character creators who need the same face, outfit, and proportions to survive across multiple video prompts without rebuilding descriptions from scratch.
• Product marketers looking for controlled commercial motion that preserves exact product geometry, materials, and brand-consistent styling.
• Anime and style-focused artists who want coherent character design, palette, and film style maintained while hair, clothing, and camera movement bring a scene to life.

Key features

Motion preview before applying your LoRA

Real, reusable examples let you test a source image and prompt before committing to a trained Video LoRA. You can load a preview, examine its exact prompt, then switch to advanced mode to apply your own Wan 2.2 Video LoRA. This reduces wasted generations and helps you refine motion descriptions early.

LoRA strength and negative prompts

You can adjust LoRA strength to control how strongly the trained identity influences the output. An optional negative prompt lets you steer the model away from unwanted elements. These controls sit in one browser workspace, so you don't need to build a ComfyUI graph or juggle separate tools.

Compatible paired weights load together

A saved Wan 2.2 Video LoRA contains high-noise and low-noise weight URLs. The backend validates the manifest and loads both into the matching generation endpoint automatically. This ensures the paired weights work together correctly on every run.

Flexible resolution and duration options

Choose between 480p and 720p, and pick a 5- or 8-second clip length. Pricing is dynamic and starts from 70 credits, with standard and advanced tiers available on monthly or yearly plans.

What stands out

"The start image and LoRA work together to keep the subject closer to your intended look."

That collaboration is the core insight behind this tool. A long text description alone can drift from a recurring concept, because the model doesn't get the same learned reference on every run. A compatible LoRA supplies that reference while Wan 2.2 handles the motion. The result is visual consistency that survives multiple prompts and multiple video ideas—whether you're animating a fictional explorer, an anime courier, or a floating sneaker.

Worth checking out if…

You're tired of image-to-video outputs that lose the subject's identity after a few seconds. If you already have trained Wan 2.2 LoRAs, or you're willing to create them, this tool gives you a straightforward path from one still frame to a consistent, short video clip. It's especially useful when you need the same character, product, or style to appear reliably across several videos, and you'd rather adjust motion prompts than re-describe the entire visual identity each time. The motion previews and strength controls make it approachable even if you're not deep into ComfyUI workflows.