Geri
ChronoEdit 14B: Image Edit - After
ChronoEdit 14B: Image Edit - Before

ChronoEdit 14B: Image Edit is a ComfyUI workflow that repurposes a video model’s dynamic understanding to make single-image edits that look physically plausible while preserving character and style consistency. The core path is simple—LoadImage feeds your source into a ChronoEdit subgraph (node id 2b61e18f-9327-49e6-98af-da8e557c2336), and the result is written out with SaveImage. The heavy lifting happens inside that subgraph: it loads the Wan 2.1/ChronoEdit weights, encodes your prompt with a large text encoder (UMT5 XXL), and runs an edit-oriented denoising pass designed to keep structure, lighting, and identity intact.

Technically, leveraging a video model for a single frame means the sampler benefits from priors that normally enforce temporal stability—here, they help maintain geometry and style during edits. Prompts are handled by a UMT5 XXL text encoder (for example, umt5_xxl_fp8_e4m3fn_scaled.safetensors), which gives strong language guidance for nuanced changes. A MarkdownNote in the graph provides inline guidance, while the Subgraph encapsulates typical controls like positive/negative prompt text, edit strength, steps, CFG guidance, seed, and resolution. The result is a practical, prompt-driven image editor that excels at gentle to moderate changes without breaking identity or composition.