Stable Diffusion GenAI Breakthroughs & News - March 2024
Channel: Stephan Tual
Date: 2024-03-04

Discover this month Top 10 Innovations in Stable Diffusion!
Updates in real time / share your work: https://discord.gg/aJ32TNMnSM

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▬ TIMESTAMPS  ▬▬▬▬▬▬▬▬▬▬▬▬
00:00 - Quick intro
00:17 - Stable Cascade - is it the end-all be all? (no)
02:03 - Comfy Lighting support and models
02:59 - Layer Diffusion & Layout Learning
04:02 - Stable Diffusion 3 - and some tea :)
05:21 - Zeroscope - the nightmare fuel engine!
06:12 - Yolo world has been implemented in ComfyUI
07:21 - FLATTEN all the things!
07:33 - Comfy Launcher - fully automagic ComfyUI (venv)
08:06 - OneDiff - accelerate your 4090 by 300% (tested in another video!)
09:17 - Proteus 0.4 releases with a style update
10:01 - Latte: Latent Diffusion Transformer for Video Generation
10:49 - Conclusion! 

▬ LINKS REFERENCED  ▬▬▬▬▬▬▬▬▬▬▬▬
Stable cascade: https://stability.ai/news/introducing-stable-cascade
Würstchen: https://openreview.net/forum?id=gU58d5QeGv
SC worfklow: https://flowt.ai/community/stable-cascade-basic-workflow-pjk1r
SC stage B replacement: https://www.reddit.com/r/StableDiffusion/comments/1ay1x2q/cascade_at_home_replacing_stage_b_with_sdxl_and/

ComfyUI: https://github.com/comfyanonymous/ComfyUI

Juggernaut Lighting: https://civitai.com/models/133005/juggernaut-xl
Dreamshaper Lighting: https://civitai.com/models/112902?modelVersionId=354657
HelloWorld XL Lightning: https://civitai.com/models/43977?modelVersionId=355837

Layer Diffusion WP: https://arxiv.org/abs/2402.17113
Layerdiffusion Forge: https://github.com/layerdiffusion/sd-forge-layerdiffusion
Layer Diffusion nodes for comfy: https://github.com/layerdiffusion/sd-forge-layerdiffusion
Layout Learning: https://dave.ml/layoutlearning/

Stable Diffusion 3 : https://stability.ai/news/stable-diffusion-3

ZeroScope (models): https://huggingface.co/cerspense/zeroscope_v2_XL
ZeroScope (nodes): https://github.com/cerspense/ComfyUI_cspnodes

Yolo World: https://huggingface.co/spaces/stevengrove/YOLO-World
Implementation: https://github.com/ltdrdata/ComfyUI-Impact-Pack/issues/468

FLATTEN: https://arxiv.org/abs/2310.05922
Implementation: https://github.com/logtd/ComfyUI-FLATTEN
Code: https://github.com/yrcong/flatten

ComfyLauncher: https://github.com/ComfyWorkflows/ComfyUI-Launcher
OneDiff: https://github.com/siliconflow/onediff

Proteus 0.4 - https://huggingface.co/dataautogpt3/ProteusV0.4

Latte: https://arxiv.org/abs/2401.03048v1
Github: https://github.com/Vchitect/Latte/tree/main

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