You will get a ComfyUI Workflow Optimization, VRAM Tuning & Custom Node Setup
Project details
Is your ComfyUI workflow a chaotic mess of red error boxes, laggy execution loops, and constant out-of-memory crashes? Stop letting broken Comfy UI custom nodes and unoptimized tensor pipelines ruin your production speed.
Get a complete, elite-grade ComfyUI environment optimization and custom workspace architecture overhaul designed to maximize your generation speed. I deep-dive directly into your Comfy UI layout to resolve hidden bottlenecks and fine-tune your backend hardware.
### What you get:
• Deep ComfyUI Audit: Comprehensive optimization check to isolate memory leaks and node conflicts.
• VRAM & RAM Tuning: PyTorch garbage collection and dynamic VRAM caching setup for ultra-smooth ComfyUI execution.
• Custom Node Curation: Installation of advanced ComfyUI custom tools (GGUF loaders, SUPIR setups, multi-pass upscalers).
• Clean Macro Layouts: Full UI group cleaning, logical rerouting, and color-coded Comfy UI layout management.
• Pro Maintenance: Complete dependency management logs for error-free ComfyUI updates.
Unlock a pristine, high-speed ComfyUI pipeline today. Choose your tier below to optimize your Comfy UI setup instantly!
Get a complete, elite-grade ComfyUI environment optimization and custom workspace architecture overhaul designed to maximize your generation speed. I deep-dive directly into your Comfy UI layout to resolve hidden bottlenecks and fine-tune your backend hardware.
### What you get:
• Deep ComfyUI Audit: Comprehensive optimization check to isolate memory leaks and node conflicts.
• VRAM & RAM Tuning: PyTorch garbage collection and dynamic VRAM caching setup for ultra-smooth ComfyUI execution.
• Custom Node Curation: Installation of advanced ComfyUI custom tools (GGUF loaders, SUPIR setups, multi-pass upscalers).
• Clean Macro Layouts: Full UI group cleaning, logical rerouting, and color-coded Comfy UI layout management.
• Pro Maintenance: Complete dependency management logs for error-free ComfyUI updates.
Unlock a pristine, high-speed ComfyUI pipeline today. Choose your tier below to optimize your Comfy UI setup instantly!
AI Development Type
Deep Learning, Model Tuning, Software MaintenanceAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$35
|
Standard
$70
|
Advanced
$100
|
|---|---|---|---|
| Delivery Time | 2 days | 5 days | 1 day |
Number of Revisions | 0 | 1 | 1 |
AI Model Integration | - | - | - |
Detailed Code Comments | - | - | - |
Knowledge Graph | - | - | - |
Model Documentation | - | - | - |
Ontology | - | - | - |
Source Code | - | - | - |
Taxonomy | - | - | - |
Frequently asked questions
About Sidikat
ComfyUI | Stable Diffusion | ComfyUI Workflows | Custom LoRA Training
Lagos, Nigeria - 12:52 am local time
I help e-commerce brands, agencies, and AI startups turn chaotic, manual image/video generation into reliable automated systems. No more re-rolling prompts for hours or babysitting crashes — I deliver workflows that run clean, fast, and on-budget.
What I deliver
Core Architectures: Custom ComfyUI pipelines built for Stable Diffusion, SDXL, and Flux (Dev/Schnell).
Asset Consistency: Strict character & product consistency using ControlNet, IP-Adapter, InstantID, and PuLID.
E-Commerce Automation: Virtual try-on (VTON) and product placement with accurate lighting and zero distortion (IC-Light, SAM 2 masking).
Proprietary Models: Custom LoRA training and fine-tuning for specific brand aesthetics and corporate style guides.
Temporal Motion: High-end AI video pipelines (AnimateDiff, Wan 2.2, Hunyuan Video) for video-to-video and motion synthesis.
Headless Infrastructure: API-ready workflow integration for RunPod, Replicate, ComfyDeploy, or your own Python backend.
Performance Tuning: Hot-fixes for OOM crashes, memory leaks, and slow legacy Stable Diffusion WebUI setups.
Why clients hire me
Proven Infrastructure Experience: Engineered over 25+ production-ready ComfyUI pipelines specifically optimized for high-volume e-commerce automation and digital media agencies.
Developer-Grade Deliverables: Every pipeline is delivered with clean documentation, a managed dependency list for 1-click setup, and a walkthrough video so your team can run and scale it without me.
Hardware-Aware Logic: I engineer for real hardware limits (12GB/16GB/24GB VRAM) — not just "it works on my machine."
How we'd work together
Discovery & Audit: A quick discovery call to audit your current setup, hardware limitations, and commercial goals.
Incremental Engineering: I build and stress-test the pipeline iteratively, optimizing paths for speed and memory efficiency.
Handover & Scale: You get the full workflow files, dependencies, and a private walkthrough video fully ready to run locally or scale headlessly on cloud GPUs.
If you're dealing with inconsistent outputs, frustrating VRAM crashes, or a ComfyUI setup that has simply outgrown its current structure, send me a message with a quick breakdown of your current stack. I'll tell you exactly where your bottleneck is.
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Steps for completing your project
After purchasing the project, send requirements so Sidikat can start the project.
Delivery time starts when Sidikat receives requirements from you.
Sidikat works on your project following the steps below.
Revisions may occur after the delivery date.
ComfyUI Workspace Diagnostic & Log Check
I analyze your system logs and workflow JSON schema to trace execution faults, find missing or broken Comfy UI node extensions, and isolate underlying hardware processing limits.
Comfy UI Package Dependency Repair
I clean out broken custom node installations, install missing Python wheels via the ComfyUI manager, and ensure every node package loads correctly with zero critical execution failures.