ComfyUI: Difference between revisions

From Hegemon Wiki
Jump to navigation Jump to search
Line 189: Line 189:
|
|
|}
|}

== Training LORAs ==
All the training programs just seem to be wrappers around hugging face scripts.

Kohya SS

OneTrainer

Ai Toolkit

Musubi


== Seed VR2 ==
== Seed VR2 ==

Revision as of 08:43, 30 January 2026

Misc

https://www.youtube.com/@goshniiAI/videos - Upscaling

Generate Million-Megapixel Images with Z Image Turbo!

How to Train a Z-Image-Turbo LoRA with AI Toolkit

Stop Making Blurry AI Art! The "Halftone" Fix for Wan & Qwen (ComfyUI Workflow)

Insane ComfyUI Upgrade: 165 Custom Nodes That Actually Work

https://openart.ai/

Different Region = Different LoRA! New ComfyUI Nodes for Area Composition

Comfyui 101: How to Create X/Y Plots for SDXL & Flux How to Use Flux Unet ( & GGUF) Models With TinyTerraNodes XY Plot

ComfyUI Tutorial Series

https://civitaiarchive.com https://civitasbay.org/

https://tensor.art/

https://www.liblib.art/

Bunch of unsorted loras

Qwen Image Edit

lora-info

ComfyUI-Lora-Manager

zer0int/CLIP-GmP-ViT-L-14/tree/main - what's the best version of Vit-L clip encoder? smooth and detail both r good

Updateing

git pull

Installing

uv pip install --upgrade torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu130

uv pip install sageattention==2.2.0 --no-build-isolation


pip install -r requirements.txt

Prompts

[X : Y : N] - Use X for N steps then Y. Not sure if this works in comfyui.

Prompting Guide for LTX-2

Prompting Guide - FLUX.2 [klein]

https://nowprompts.com/

https://docs.bfl.ai/guides/prompting_guide_kontext_i2i

https://danbooru.donmai.us/wiki_pages/tag_groups

https://danbooru.donmai.us/related_tag

https://danbooru.donmai.us/posts?tags=list_of_style_parodies&z=2

https://betterwaifu.com/blog/ai-pose-prompts

Artists

Deak Ferrand - Dune, Sandman

by Diane Pierce and Alena Aenami in the style of Dan Mumford,

Asaf hanuka

rodolphe wytsman impressionism

by Michal Karcz, by Arthur Sarnoff, by Marc Simonetti,

Greg Rutkowski

https://aiartes.com/artists

Peter Elson

Syd Mead

Cyberpunk

Syd Mead - Bladerunner concept art

Josan Gonzalez

Sparth (Nicolas Bouvier)

Beeple (Mike Winkelmann) - Weird colours

Simon Stålenhag - Giant robots guy

Fantasy

Greg Rutkowski

Benchmark

Video Upscale

2026-01-30 336.80s GAN upscaler template in ColmfyUI for a 3 second video using the
2026-01-30 19.04s GAN upscaler template in ColmfyUI for a second pass (Cached or load time?)
2026-01-30 343.10s seedvr2_ema_3b_fp16
2026-01-30 351.37 seedvr2_ema_3b_fp8
2026-01-30 354.54 seedvr2_ema_3b-Q4_K_M
2026-01-30 442.38 seedvr2_ema_3b_fp8 With torch compile and tile size of 768 (First run)
2026-01-30 305.02 seedvr2_ema_3b_fp8 With torch compile and tile size of 768 (Second run)
2026-01-30 408.12 seedvr2_ema_3b_fp8 With torch compile and tile size of 768, swap blocks 6 (First run)
2026-01-30 341.21 seedvr2_ema_3b_fp8 With torch compile and tile size of 768, swap blocks 6, batch size 21
2026-01-30 375.13 seedvr2_ema_3b_fp8 With torch compile and encoding tile size of 1024, swap blocks 6, batch size 21
2026-01-30 323.73 seedvr2_ema_3b_fp8 With torch compile and encoding tile size of 1024, swap blocks 9, batch size 21, sageattention2
2026-01-30 405.08 seedvr2_ema_7b_Q4_K_M Default settings

Training LORAs

All the training programs just seem to be wrappers around hugging face scripts.

Kohya SS

OneTrainer

Ai Toolkit

Musubi

Seed VR2

SeedVR2 BEST SETTINGS for Every GPU! (6GB–32GB+) Nobody Told You This…

🤿 SeedVR2 v2.5 Video Upscaling: Official Guide from the ComfyUI Integration Team | AInVFX Nov 7 - Talks about out of memory at different phases.

LTX-2

LTX 2 Q6 16GB on 8GB VRAM? 🤯 Free ComfyUI Workflow 2026

LTX-2 generate a 30s video in 310seconds - Has distilled GGUFs

LTX-2 Simplified Workflow 🔥 Distilled Checkpoints or Separated VAE & Transformer?

LTX-2 Fix: Yes, You Can Actually Use It Now (16-24gb VRAM) - Didn't work

This fixed my OOM issues with LTX-2 - Didn't work.