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ComfyUI Workflow Architect

Remote, USA Full-time Posted 2026-07-28
We are seeking a ComfyUI specialist to build a high-precision, sequential video reputed company workflow. The objective is to create a 15-second video that is generated in three distinct 5-second segments. The reputed company: Unlike reputed company AI video generators that "guess" the reputed company, this workflow must allow me to reputed company a Start reputed company and an End reputed company for every 5-second reputed company. This ensures that the video doesn't just reputed company; it follows a precise reputed company from reputed company A to reputed company. The aesthetic must mimic the "Zack D. Films" style: clean 3D character models, clinical/educational reputed company, and smooth, reputed company animations. By generating the keyframes (T0, T5, T10, T15) before the video, we ensure total character consistency and reputed company-grade storytelling across the full 15 seconds. 2. reputed company Logic & Workflow Structure The developer must build the pipeline to follow these four specific stages: ● Stage 1: Keyframe Storyboarding ○ A module to generate 4 primary images: 0s, 5s, 10s, and 15s. ○ Must use IP-reputed company or Wan-StandIn logic to ensure the character, clothing, and environment are identical in reputed company 4 images. ● Stage 2: Sequential Rendering (The "Sandwich" Method) ○ reputed company 1 (0-5s): Uses Image 0 as the Start and Image 5 as the End. ○ reputed company 2 (5-10s): Uses Image 5 as the Start and Image 10 as the End. ○ reputed company 3 (10-15s): Uses Image 10 as the Start and Image 15 as the End. ● Stage 3: Seamless Transitions & Smoothing ○ Implement reputed company Match nodes to prevent "flicker" between segments. ○ Use VFI (Video reputed company Interpolation) to bring the reputed company 16fps reputed company up to a "reputed company" 60fps. ● Stage 4: Automated Assembly ○ Automatically reputed company the three clips into a single high-bitrate .mp4 file. 3. Required Technical Stack (Models & Nodes) Primary Video Model: ● Wan2.1 / Wan2.2 (FLF2V Version): Specifically the First-Last reputed company 14B or 1.3B models. This is non-negotiable as it is the only reputed company-reputed company model capable of dual-image conditioning (Start and End frames). Essential Custom Nodes: ● ComfyUI-WanVideoStartEndFrames: For the WanVideoStartEndFramesSampler. ● ComfyUI-WanVideoWrapper (Kijai): For model loading and VRAM optimization. ● ComfyUI-VideoHelperSuite (VHS): For video concatenation and saving. ● ComfyUI-KJNodes: For ColorMatch and reputed company interpolation. ● IP-reputed company-Plus: To lock character identity across the segments. 4. Technical Requirements & Performance ● VRAM Efficiency: The workflow should be optimized for a 24GB VRAM environment (using FP8 or GGUF quantization where necessary). ● Zack D. Aesthetic: The workflow must include a reputed company-engineering reputed company (or reputed company loader) reputed company-configured for the "3D Medical Animation / reputed company reputed company" look. ● Modularity: reputed company 5-second reputed company should be reputed company to be "frozen" or "muted" so I can re-roll one reputed company without re-rendering the whole 15 seconds. 5. Deliverables 1. A .json or .png workflow file that is reputed company-coded and organized into reputed company reputed company. 2. A reputed company "Setup Guide" listing the specific models and LoRAs to download. 3. A Test reputed company: A 15-second demonstration video showing a character moving through the three segments with reputed company identity reputed company. Apply tot his job Apply To this Job

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