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Top 23 Python diffuser Projects
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automatic
SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models
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InfluxDB
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.
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zero123plus
Code repository for Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.
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sd-webui-inpaint-anything
Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Anything.
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Real-Time-Latent-Consistency-Model
App showcasing multiple real-time diffusion models pipelines with Diffusers
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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Lora-for-Diffusers
The most easy-to-understand tutorial for using LoRA (Low-Rank Adaptation) within diffusers framework for AI Generation Researchers🔥
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inpaint-anything
Inpaint Anything performs stable diffusion inpainting on a browser UI using masks from Segment Anything. (by Uminosachi)
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StableDiffusionTelegram
StableDiffusionTelegram is a telegram bot that allows to generate images using the stable diffusion AI from a telegram bot, in a much more comfortable and simple way.
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Cozy-Auto-Texture
A Blender add-on for generating free textures using the Stable Diffusion AI text to image model.
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StableFusion
Transform text into images and images into new ones using AI. Our user-friendly web app, built with Diffusion, Python, and Streamlit, offers customizable outputs in various styles and formats
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collage-diffusion-ui
An open source, layer-based web interface for Collage Diffusion - use a familiar Photoshop-like interface and let the AI harmonize the details.
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Ckpt2Diff
This user-friendly wizard is used to convert a Stable Diffusion Model from CKPT format to Diffusers format.
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diffusable
simple command line utility for generating images with HuggingFace diffuser pipelines (supports CPU inference)
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: Open-source project ZLUDA lets CUDA apps run on AMD GPUs | news.ycombinator.com | 2024-03-05> it won't ever be a viable option
For production workloads, I generally agree. It's an unsupported hack with a questionable future, I wouldn't do anything money-making with it.
However, for tinkering and consumer workloads, it already works pretty well. Enough of cuDNN and cuBLAS work to run PyTorch and in turn, Stable Diffusion with https://github.com/lshqqytiger/ZLUDA - there's even a fairly user-friendly setup process already in https://github.com/vladmandic/automatic .
I was able to get a personal non-ML related project working on my AMD card in just a few minutes, which saved me a lot of development time before I then deployed the production workload on NV hardware (this is probably why AMD pulled the plug on the project - it's almost more of a boost to NV than anything else, AMD really need people to be writing code on ROCm to deploy on AMD datacenter hardware).
Project mention: You know what I REALLY want? Something like img2img but for sound/music. | /r/StableDiffusion | 2023-12-04Why don’t you try Riffusion? https://github.com/riffusion/riffusion The general idea is convert your audio waveform into an image (spectrogram).
Project mention: Zero123: A Single Image to Consistent Multi-View Diffusion Base Model | news.ycombinator.com | 2023-10-27
Project mention: Accelerating Stable Video Diffusion 3x Faster with OneDiff DeepCache and Int8 | news.ycombinator.com | 2024-01-29--output-video path/to/output_image.mp4
Run with ComfyUI
Run with OneDiff workflow: https://github.com/siliconflow/onediff/blob/main/onediff_com...
Run with OneDiff + DeepCache workflow: https://github.com/siliconflow/onediff/blob/main/onediff_com...
The use of Int8 can be referenced in the workflow: https://github.com/siliconflow/onediff/blob/main/onediff_com...
Hey everyone,Today I installed inpaint-anything extension from github(https://github.com/Uminosachi/sd-webui-inpaint-anything) to Stable Diffusion. It works perfectly.
I would like to reproduce somthing like this " https://github.com/radames/Real-Time-Latent-Consistency-Model/tree/main" but with comfyui running in the backgroud.
Project mention: How to change / custom Model ID of HuggingFace Model | /r/StableDiffusion | 2023-10-15I am using Inpaint-Anything. In that they are using these & these type of models for inpainting, I think they called diffusers, sorry if I am wrong idk couz I am new to this and I want to create absolutereality_v181INPAINTING.safetensors model for inpainting like above type of models.
Project mention: How to Build Your Own AI-Generated Images with ControlNet and Stable Diffusion | news.ycombinator.com | 2023-10-23> You could probably do something similar with Stable Diffusion with just a little upfront effort tuning that system prompt.
And, indeed, someone has:
https://github.com/sayakpaul/caption-upsampling
Project mention: Collage Diffusion: use a familiar Photoshop-like layered interface to control diffusion models! (free demo) | /r/aiArt | 2023-09-13The UI/implementation is open source at: https://github.com/linden-li/collage-diffusion-ui Free demo at: https://collagediffusion.stanford.edu/
Project mention: I've created a small Python demo project to play around with the SDXL 0.9 models. It should work on M1/M2 Macs too. | /r/StableDiffusion | 2023-07-10
Python diffusers related posts
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Accelerating Stable Video Diffusion 3x Faster with OneDiff DeepCache and Int8
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Has anyone managed to get TensorRT working in ComfyUI on Windows?
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You know what I REALLY want? Something like img2img but for sound/music.
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Comfyui Stream/Webcam Input ?
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Real-Time Latent Consistency Model Demos
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Real-Time Latent Consistency Model
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Real-Time Latent Consistency Model
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A note from our sponsor - InfluxDB
www.influxdata.com | 23 May 2024
Index
What are some of the best open-source diffuser projects in Python? This list will help you:
Project | Stars | |
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1 | automatic | 4,793 |
2 | riffusion | 3,211 |
3 | zero123plus | 1,480 |
4 | onediff | 1,250 |
5 | sd-webui-inpaint-anything | 960 |
6 | Real-Time-Latent-Consistency-Model | 828 |
7 | ControlNet-for-Diffusers | 757 |
8 | Lora-for-Diffusers | 708 |
9 | consistency-models | 192 |
10 | inpaint-anything | 175 |
11 | caption-upsampling | 145 |
12 | diffusion-fast | 149 |
13 | StableDiffusionTelegram | 122 |
14 | diffusionmagic | 118 |
15 | Cozy-Auto-Texture | 94 |
16 | controlnetvideo | 70 |
17 | StableFusion | 56 |
18 | collage-diffusion-ui | 50 |
19 | Ckpt2Diff | 12 |
20 | sdxl-demos | 7 |
21 | Stable-Diffusion-Bot | 6 |
22 | diffusable | 4 |
23 | diffuser-discord-bot | 4 |
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