Messing with the denoising loop can allow you to reach new places in latent space. Over 8+ different research papers/Auto1111 extension ideas in a single pipe. Load once and do lots of different things (SD 2.1 or 1.5)

• MultiDiffusion

  13 911 4.8 Jupyter Notebook

  Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)

So I've continued to experiment with how many papers I can fit into a single pipe and have them play nicely together. The images below were created by combining the panorama code from omerbt/MultiDiffusion with the ideas from albarji/mixture-of-diffusers. Also turns out nateraw/stable-diffusion-videos can be seen as a special case of a panorama (in latent space rather than prompt space).

• mixture-of-diffusers

  6 382 4.4 Python

  Mixture of Diffusers for scene composition and high resolution image generation

So I've continued to experiment with how many papers I can fit into a single pipe and have them play nicely together. The images below were created by combining the panorama code from omerbt/MultiDiffusion with the ideas from albarji/mixture-of-diffusers. Also turns out nateraw/stable-diffusion-videos can be seen as a special case of a panorama (in latent space rather than prompt space).

• InfluxDB

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  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• stable-diffusion-videos

  17 4,234 2.0 Python

  Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts

So I've continued to experiment with how many papers I can fit into a single pipe and have them play nicely together. The images below were created by combining the panorama code from omerbt/MultiDiffusion with the ideas from albarji/mixture-of-diffusers. Also turns out nateraw/stable-diffusion-videos can be seen as a special case of a panorama (in latent space rather than prompt space).

• sd_lite

  15 18 4.5 Python

  set-up Stable Diffusion with minimal dependencies and a single multi-function pipe

The pipe is available at sd_lite/pipeline_stable_diffusion_multi.py (github.com) it combines:

• safe-latent-diffusion

  2 65 2.2 Python

  Official Implementation of Safe Latent Diffusion for Text2Image

  

SLD ( ml-research/safe-latent-diffusion general image beautifier, more tuneable than a negative prompt, also can now apply to image2image)

• semantic-image-editing

  3 193 2.4 Python
  

SEGA ( ml-research/semantic-image-editing change genders/ethnicity whilst retaining composition)

• sd-dynamic-thresholding

  26 1,019 7.2 Python

  Dynamic Thresholding (CFG Scale Fix) for Stable Diffusion (StableSwarmUI, ComfyUI, and Auto WebUI)

  

dynamic config (mcmonkeyprojects/sd-dynamic-thresholding)

• SaaSHub

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  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

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