LTX Director CS2 — The Ultimate LTX 2.3 ComfyUI Workflow (Free)

Link for tutorial -LTX 2.3 All in one Youtube

Stop juggling 10 different workflows. This single ComfyUI workflow — built on the WhatDreamsCost CGlide fork — gives you everything LTX 2.3 can do, in one place, with a clean timeline-based interface.

What's inside:

🎯 Everything LTX 2.3 Can Do — In One Workflow

Text-to-Video (T2V)

Image-to-Video (I2V)

Reference-to-Video (R2V)

First Frame Last Frame (FFLF)

Video Editing

Retake Mode — edit specific portions of a video without touching the rest

🎛️ Multi-LoRA Support — Pre-wired & Ready

VBVR — motion control

OmniNFT — lip sync & audio-video alignment

Edit Anything — video modification

IC-LoRA slots for Union Control, Ingredients, Motion Track and more

⚡ Prompt Relay — Shot-by-Shot Timeline

Chain multiple shots with different prompts inside a single timeline run. No manual stitching. No re-rendering previous shots. Just define your shots and generate.

🤖 Ollama Auto-Prompting

Connects to your local Ollama (Qwen 2.5 2B) to automatically generate descriptive prompts from reference sheets — no more writing prompts by hand.

🧠 Low VRAM Optimized

Built-in performance tweaks section with Sage Attention support and offloading options — works on 12GB+ GPUs.

📐 Modular SetNode/GetNode Architecture

Clean, organized, easy to extend. Every section is color-coded and labeled so you know exactly what's happening at every stage.

What you need:

ComfyUI installed

WhatDreamsCost-CSGlide custom node: https://github.com/CGlide/WhatDreamsCost-CSGlide

LTX 2.3 base model + LoRAs (all free — links in the YouTube video description)

Who is this for:

AI filmmakers who want one workflow that does it all

Creators tired of switching between different LTX 2.3 setups

Anyone who wants shot-by-shot timeline control without editing tools

Low VRAM users who need an optimized LTX 2.3 pipeline

🎬 Watch the full tutorial on AI Jigyasa to understand every section of this workflow before loading it — the video walks through every feature step by step.

💛 This workflow is free. If it saves you time, a coffee goes a long way toward more open-source content like this.