ComfyUI: Generate and upscale images using Zee Image and PiD

Demo summary
A demonstration of a combined workflow where Zee Image Turbo generates a 1K image of a red panda which is then automatically passed into the PiD upscaler for a 4K final output.
Step-by-step
- Drag and drop the workflow file onto the ComfyUI interface
- Download the Zee Image Turbo model and place it in 'models/diffusion_models'
- Download the Qwen 2 1.5B or 7B clip model and place it in 'models/text_encoders'
- Press 'R' to refresh the model list and select the downloaded models in the dropdowns
- Select Gemma 2 for the text encoder and the PiD Flux.1 version for the diffusion model in the upscaler section
- Enter your prompt in the green text box
- Set the longest side of the resolution to 1024 to match the PiD upscaler requirements
- Configure the K-Sampler settings and click 'Run'
Options
- Choose between BF16 (12GB) or FP4 (compressed) Zee Image Turbo model variants
- Select between full, FP8, or FP4 versions of the Qwen text encoder
- Adjust the batch size to generate multiple images at once
- Modify the seed, steps, CFG, and sampler algorithm in the K-Sampler
Watch out for
- The FP4 model variant requires a newer CUDA GPU
- The PiD upscaler requires the original image's longest side to be exactly 1024 to output 4K correctly
Tips
- Use 7 to 9 steps for Zee Image Turbo as it is the 'sweet spot'
- Keep the CFG at 1 for Zee Image generations
- Leave the additional micro settings in the upscaler step at their default values
All demos from “The BEST AI for 4K images. Free & fast”
6:420:59Configure Gemma 2B Text Encoder in ComfyUIThe creator shows how to load the Gemma 2B text encoder model into the ComfyUI workflow and select it from the node dropdown menu.ComfyUI· AI Image Generator
9:521:53Upscale an existing image to 4K with PiDThe video demonstrates uploading a landscape photo into a ComfyUI workflow and using the PiD (Pixel Diffusion) model to upscale it to 4096 resolution in under 10 seconds.ComfyUI· AI Image Upscaler
13:200:38Compare original vs upscaled image using RG3 nodesThe user adds an 'image compare' node by RG3 to the ComfyUI canvas to show a side-by-side slider comparison of the blurry original image versus the sharp PiD upscaled result.ComfyUI· AI Image Upscaler
14:274:08Generate and upscale images using Zee Image and PiDCurrentA demonstration of a combined workflow where Zee Image Turbo generates a 1K image of a red panda which is then automatically passed into the PiD upscaler for a 4K final output.ComfyUI· AI Image Upscaler
20:151:27Text-to-image generation with PiD DIT modelThe creator demonstrates the standalone PiD text-to-image workflow, generating an image of a leopard in a jungle directly from a prompt using the lightweight DIT model.ComfyUI· Text to Image- Watch “The BEST AI for 4K images. Free & fast” →
AI Image Upscaler
30:073:41Upscaling images using modelsDemonstrates upscaling a low-resolution 512x512 image using the 4X Ultra Sharp model to add clarity and detail.AI Search
36:021:32Using Preview Chooser for selective upscalingShows how to use the Image Chooser node to generate a batch of images and selectively progress only one specific image to the upscaler.AI Search
43:496:52Tiled upscaling with Ultimate SD UpscaleA detailed demo of the Ultimate SD Upscale node, showing how tiled upscaling generates significantly higher facial detail than standard upscaling.AI Search
2:432:38Generate and upscale images with Flux KontextThe creator demonstrates setting up a basic Flux Kontext workflow in ComfyUI, generating a character image, and then using a KSampler-based upscaler to increase resolution.pixaroma
9:521:53Upscale an existing image to 4K with PiDThe video demonstrates uploading a landscape photo into a ComfyUI workflow and using the PiD (Pixel Diffusion) model to upscale it to 4096 resolution in under 10 seconds.AI Search
13:200:38Compare original vs upscaled image using RG3 nodesThe user adds an 'image compare' node by RG3 to the ComfyUI canvas to show a side-by-side slider comparison of the blurry original image versus the sharp PiD upscaled result.AI Search
14:274:08Generate and upscale images using Zee Image and PiDCurrentA demonstration of a combined workflow where Zee Image Turbo generates a 1K image of a red panda which is then automatically passed into the PiD upscaler for a 4K final output.AI Search
1:491:28Simple non-AI image resizing in ComfyUIThe creator demonstrates a basic 'Upscale Image By' node that performs a standard resolution increase without AI, similar to Photoshop resizing, and uses an RG3 image comparer node to view the results.pixaroma
3:193:04Upscaling with Neural Network modelsThis clip shows how to use the 'Upscale Image (using Model)' node in ComfyUI with various PTH models like UltraSharp and 8x upscalers to sharpen and reconstruct details.pixaroma
6:233:22Tiled Diffusion upscaling with Zimage TurboThe creator walks through a complex workflow using Tiled Diffusion and the Zimage Turbo model to upscale images while managing VRAM by processing the image in smaller tiles.pixaroma
9:451:24Upscaling with Nunchaku Flux ManiaA demonstration of using a modified Flux.1 Dev model (Flux Mania) via Nunchaku nodes to perform a 2x upscale that enhances skin textures and fine details.pixaroma
11:103:10High-fidelity upscaling with SeedVR2The video shows the setup and execution of the SeedVR2 node pack, demonstrating how to select specific models and adjust resolution for sharp, consistent upscaling results.pixaroma
ComfyUI