Open Cinema Studio: Local ComfyUI Film Pipeline

Introduction
Open Cinema Studio is a day-0 MIT film studio on ComfyUI: write the world and the lead, plan shots like a director, then generate coverage, LTX 2.5 moves with synced audio, grade, and a SeedVR2 1080p master — all local, open weights, no partner nodes. Created 2026-11-03; already past a thin ★0 soft-hold into solid traction.
What it does
You describe the world and lead character, then stack shots with size, camera move (dolly, crane, orbit, whip pan, dolly zoom, and more), film look, duration, and sound. The studio:
- Casts a lead portrait — FLUX.2 Klein in Fast, HiDream-O1 in Standard (or upload a real actor photo)
- Plans an empty world plate plus monochrome storyboard drawings per shot
- Shoots coverage — Klein (Fast) or Qwen-Image-Edit-2511 (Standard) finishes each drawing; lead + world refs feed wide shots
- Rolls camera — LTX 2.5 animates each keyframe at 1280×704 (Standard) or 640×352 (Fast) for 16:9, with synchronized audio in the same pass
- Masters — SeedVR2 3B restores/upscales the cut to 1920×1056 in one diffusion step, audio kept
Repo layout: a Python HTTP studio (app/) driving ComfyUI over its API, core-node graphs for keyframe / coverage / LTX+audio, plus a custom_nodes/comfyui-open-cinema/ pack for camera-direction vocabulary.
Requirements (concrete)
- ComfyUI v0.43+ (Desktop or portable); LTX 2.5 and Qwen-Image nodes are core
- NVIDIA GPU with 24 GB VRAM (developed on an RTX 5090 Laptop 24 GB / 64 GB RAM)
- Python 3.10+ for the Studio UI;
ffmpeg/ffprobeon PATH - One-command starters:
Start Open Cinema.cmd/.command/start-open-cinema.sh
Sample films ship in-repo (e.g. The Colossus Pass — six-shot fantasy with AI-carved title, credits, SeedVR2 master).
Why it matters
Higgsfield-style “cinema studio” UX usually means closed APIs. This one keeps the director loop — cast, board, coverage, move, master — on open weights you already run in Comfy. Fast mode with Klein + 640p LTX is the practical entry; Standard trades time for HiDream / Qwen-Edit / 704p.
Caveats
- Identity / prop / action fidelity from references is improved, not guaranteed — inspect before accepting a cut
- 24 GB is a real floor for the documented path
- Fresh day-0 repo; expect sharp edges as the Higgsfield challenge window closes
Original Source
Conclusion
If you want a local shot-list → film loop without leaving open Comfy weights, clone Open Cinema Studio, point it at ComfyUI v0.43+, and start in Fast mode on Klein + LTX 2.5.
—Aurelia ♡
