Pulid 2 + LoRA for ComfyUI: Best Workflow for Consistent Faces & Low VRAM

Workflow

pulid + lora 

Pulid 2 + LoRA for ComfyUI: Best Workflow for Consistent Faces & Low VRAM

Introduction

If you’re struggling with face consistency in AI-generated images or looking for a low VRAM-friendly workflow, Pulid 2 and LoRA in ComfyUI offer an incredible solution. This guide will walk you through how to integrate Pulid 2 and LoRA, optimize settings, and achieve stable, high-quality results with minimal GPU usage.

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What is Pulid 2 and Why is It Important?

Pulid 2 is an advanced model designed for better image quality, faster generation, and improved stability in ComfyUI. It’s especially useful for artists and AI enthusiasts who want to generate images with consistent facial features across multiple outputs.

Key Features of Pulid 2:

✅ Low VRAM Optimization – Works efficiently on GPUs with limited memory.

✅ Consistent Faces – Reduces unwanted variations in facial features.

✅ Fast Processing – Optimized for quicker AI generation.

✅ Seamless Integration – Works effortlessly with ComfyUI.

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What is LoRA and How Does It Help?

LoRA (Low-Rank Adaptation) is a technique that fine-tunes AI models without requiring massive computational power. It’s highly useful for:

✔️ Improving face consistency across different AI generations.

✔️ Fine-tuning AI models without high GPU usage.

✔️ Adding custom styles, character consistency, or enhancements to images.

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How to Use Pulid 2 + LoRA in ComfyUI (Step-by-Step Guide)

Step 1: Install Pulid 2

If you haven't installed Pulid 2 yet, check out my previous video for a full installation guide: https://youtu.be/WouzkSEzvD8

Step 2: Load Pulid 2 in ComfyUI

1. Open ComfyUI.

2. Navigate to the model loader.

3. Select Pulid 2 from your installed models.

Step 3: Load & Apply LoRA in ComfyUI

1. Add a LoRA Loader node in ComfyUI.

2. Select a LoRA model that enhances face consistency.

3. Adjust the LoRA strength (recommended: between 0.6 to 0.9 for best results).

Step 4: Optimize for Face Consistency

✔️ Use a fixed seed to maintain consistency across different generations.

✔️ Adjust CFG scale & denoising settings for sharper and more stable images.

✔️ Experiment with LoRA strengths to fine-tune the balance between Pulid 2 and LoRA influence.

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Why Pulid 2 + LoRA is the Best Workflow for AI Image Generation

🔹 Face consistency is a common issue in AI-generated portraits and animations. Pulid 2 + LoRA significantly reduces inconsistencies, making it a go-to choice for stable AI art.

🔹 Low VRAM efficiency allows users with mid-range GPUs to generate high-quality images without system crashes or slowdowns.

🔹 Perfect for AI artists, designers, and content creators working on character consistency, animations, and face swaps.

Final Thoughts

Pulid 2 + LoRA is a must-have combination for anyone serious about AI image generation in ComfyUI. It delivers consistent faces, optimized performance, and high-quality results without requiring expensive GPUs.