Python diffusers

Open-source Python projects categorized as diffusers
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Topics: stable-diffusion Pytorch diffusion huggingface image-generation
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Top 23 Python diffuser Projects

  • automatic

    SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models

    • 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).

  • riffusion

    Stable diffusion for real-time music generation

    • Project mention: You know what I REALLY want? Something like img2img but for sound/music. | /r/StableDiffusion | 2023-12-04

    Why don’t you try Riffusion? https://github.com/riffusion/riffusion The general idea is convert your audio waveform into an image (spectrogram).

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • zero123plus

    Code repository for Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.

    • Project mention: Zero123: A Single Image to Consistent Multi-View Diffusion Base Model | news.ycombinator.com | 2023-10-27

  • onediff

    OneDiff: An out-of-the-box acceleration library for diffusion models.

    • 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...

  • sd-webui-inpaint-anything

    Inpaint Anything extension performs stable diffusion inpainting on a browser UI using masks from Segment Anything.

    • Project mention: How to send masked photo to img2img inpainting | /r/StableDiffusion | 2023-10-12

    Hey everyone,Today I installed inpaint-anything extension from github(https://github.com/Uminosachi/sd-webui-inpaint-anything) to Stable Diffusion. It works perfectly.

  • Real-Time-Latent-Consistency-Model

    App showcasing multiple real-time diffusion models pipelines with Diffusers

    • Project mention: Comfyui Stream/Webcam Input ? | /r/comfyui | 2023-11-23

    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.

  • ControlNet-for-Diffusers

    Transfer the ControlNet with any basemodel in diffusers🔥

  • 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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  • Lora-for-Diffusers

    The most easy-to-understand tutorial for using LoRA (Low-Rank Adaptation) within diffusers framework for AI Generation Researchers🔥

  • consistency-models

    A Toolkit for OpenAI's Consistency Models.

  • inpaint-anything

    Inpaint Anything performs stable diffusion inpainting on a browser UI using masks from Segment Anything. (by Uminosachi)

    • Project mention: How to change / custom Model ID of HuggingFace Model | /r/StableDiffusion | 2023-10-15

    I 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.

  • caption-upsampling

    This repository implements the idea of "caption upsampling" from DALL-E 3 with Zephyr-7B and gathers results with SDXL.

    • 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

  • diffusion-fast

    Faster generation with text-to-image diffusion models.

    • Project mention: PyTorch Native, Fast, Diffusion | news.ycombinator.com | 2024-01-05

  • 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.

  • diffusionmagic

    Easy to use Stable diffusion workflows using diffusers

  • Cozy-Auto-Texture

    A Blender add-on for generating free textures using the Stable Diffusion AI text to image model.

  • controlnetvideo

    Apply controlnet to video clips

    • Project mention: How are people doing these videos? | /r/StableDiffusion | 2023-05-28

  • 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

  • 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.

    • Project mention: Collage Diffusion: use a familiar Photoshop-like layered interface to control diffusion models! (free demo) | /r/aiArt | 2023-09-13

    The UI/implementation is open source at: https://github.com/linden-li/collage-diffusion-ui Free demo at: https://collagediffusion.stanford.edu/

  • Ckpt2Diff

    This user-friendly wizard is used to convert a Stable Diffusion Model from CKPT format to Diffusers format.

  • sdxl-demos

    Python demos for testing out the Stable Diffusion's XL (SDXL 0.9) model.

    • 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

  • Stable-Diffusion-Bot

    A Discord bot for generating images with Stable Diffusion

    • Project mention: I made stable diffusion discord bot | /r/StableDiffusion | 2023-05-22

    I made a diffusion bot for discord that allows users to request the generation of images using stable diffusion, the bot is pretty customizable using the config allowing you to change guidance scale, sample steps, models, custom pipelines, height, width and images per prompt, i also have plans to add config customization at runtime in the near future. i have also made sure to include at least a few safety features such as banned prompts so you can ban certain prompts. The source code can be here: https://github.com/ShyAssassin/Stable-Diffusion-Bot

  • diffusable

    simple command line utility for generating images with HuggingFace diffuser pipelines (supports CPU inference)

  • diffuser-discord-bot

    Run deep-floyd/IF or StableDiffusion XL as a basic discord bot.

    • Project mention: DeepFloydIF Discord Bot | /r/DeepFloydIF | 2023-05-06

    Hi y'all, if you are interested in self-hosting a midjourney-like discord bot: https://github.com/sshh12/deepfloyd_if-discord-bot

  • SaaSHub

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

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python diffusers related posts

Index

What are some of the best open-source diffuser projects in Python? This list will help you:

Project Stars
1 automatic 4,717
2 riffusion 3,178
3 zero123plus 1,437
4 onediff 1,194
5 sd-webui-inpaint-anything 932
6 Real-Time-Latent-Consistency-Model 815
7 ControlNet-for-Diffusers 757
8 Lora-for-Diffusers 697
9 consistency-models 192
10 inpaint-anything 154
11 caption-upsampling 143
12 diffusion-fast 141
13 StableDiffusionTelegram 122
14 diffusionmagic 114
15 Cozy-Auto-Texture 94
16 controlnetvideo 68
17 StableFusion 56
18 collage-diffusion-ui 49
19 Ckpt2Diff 12
20 sdxl-demos 7
21 Stable-Diffusion-Bot 6
22 diffusable 4
23 diffuser-discord-bot 4

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