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FilmSkool — a free film school

Wan 2.2 First Frame Middle Frame Last Frame FMLF ComfyUI GGUF best multi image workflow Amazing!

This tutorial sets up a Wan 2.2 first-middle-last-frame workflow in ComfyUI using GGUF quantized models, aimed at running multi-keyframe generation on lower-VRAM machines. It covers node setup and where the middle frame changes the result versus a simple two-point interpolation.

AI Late to Class · 6 min · Advanced · AIF · AI Filmmaking · 2026

What you take away

Add a middle keyframe to a two-point sequence to control the midpoint of the motion.

Watch it

Filed under

Science fiction to study

Books for the craft underneath

Industrial Light & Magic: The Art of Special Effects — Thomas G. Smith
The VES Handbook of Visual Effects — Jeffrey A. Okun, Susan Zwerman
The Visual Effects Arsenal — Bill Byrne
Stop Motion: Craft Skills for Model Animation — Susannah Shaw
The Animator’s Survival Kit — Richard Williams
Prepare to Board! — Nancy Beiman

Run the models yourself

Western Digital WD_BLACK SN850X 4TB — The other one, usually cheaper
SanDisk Professional G-DRIVE 8TB — Desktop archive drive built for footage
Corsair 128GB DDR5 kit — For Unreal, caches and twelve open applications
Intel Core Ultra 9 285K — Quick Sync, which some codecs still love
AMD Ryzen 9 9950X — 16 cores — the sweet spot for a cutting room
NVIDIA GeForce RTX 5080 — The sensible half-price render card

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