xformers VS stable-diffusion-webui

Compare xformers vs stable-diffusion-webui and see what are their differences.

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Nutrient – The #1 PDF SDK Library, trusted by 10K+ developers
Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries.
www.nutrient.io
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xformers stable-diffusion-webui
48 2,813
9,053 147,517
2.4% 1.6%
9.3 9.4
4 days ago 7 days ago
Python Python
GNU General Public License v3.0 or later MIT
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

xformers

Posts with mentions or reviews of xformers. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-11-13.
  • Practical Experience: Integrating Over 50 Neural Networks Into One Open-Source Project
    3 projects | dev.to | 13 Nov 2024
    Check xformers Compatibility Visit the xformers GitHub repo to ensure compatibility with your torch and CUDA versions. Support for older versions can be dropped, so staying updated is vital, especially if you're running CUDA 11.8 and want to leverage xformers for limited VRAM.
  • An Interview with AMD CEO Lisa Su About Solving Hard Problems
    8 projects | news.ycombinator.com | 17 Jun 2024
  • Animediff error
    1 project | /r/StableDiffusion | 31 Oct 2023
  • Colab | Errors when installing x-formers
    2 projects | /r/comfyui | 15 Oct 2023
    ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. fastai 2.7.12 requires torch<2.1,>=1.7, but you have torch 2.1.0+cu118 which is incompatible. torchaudio 2.0.2+cu118 requires torch==2.0.1, but you have torch 2.1.0+cu118 which is incompatible. torchdata 0.6.1 requires torch==2.0.1, but you have torch 2.1.0+cu118 which is incompatible. torchtext 0.15.2 requires torch==2.0.1, but you have torch 2.1.0+cu118 which is incompatible. torchvision 0.15.2+cu118 requires torch==2.0.1, but you have torch 2.1.0+cu118 which is incompatible. WARNING[XFORMERS]: xFormers can't load C++/CUDA extensions. xFormers was built for: PyTorch 2.1.0+cu121 with CUDA 1201 (you have 2.1.0+cu118) Python 3.10.13 (you have 3.10.12) Please reinstall xformers (see https://github.com/facebookresearch/xformers#installing-xformers) Memory-efficient attention, SwiGLU, sparse and more won't be available. Set XFORMERS_MORE_DETAILS=1 for more details xformers version: 0.0.22.post3
  • FlashAttention-2, 2x faster than FlashAttention
    3 projects | news.ycombinator.com | 17 Jul 2023
    This enables V1. V2 is still yet to be integrated into xformers. The team replied saying it should happen this week.

    See the relevant Github issue here: https://github.com/facebookresearch/xformers/issues/795

  • Xformers issue
    1 project | /r/StableDiffusion | 13 Jul 2023
    My Xformers doesnt work, any help see code. info ( Exception training model: 'Refer to https://github.com/facebookresearch/xformers for more information on how to install xformers'. ) or
  • Having xformer troubles
    1 project | /r/StableDiffusion | 6 Jul 2023
    ModuleNotFoundError: Refer to https://github.com/facebookresearch/xformers for more
  • Question: these 4 crappy picture have been generated with the same seed and settings. Why they keep coming mildly different?
    1 project | /r/StableDiffusion | 6 Jun 2023
    Xformers is a module that that can be used with Stable Diffusion. It decreases the memory required to generate an image as well as speeding things up. It works very well but there are two problems with Xformers:
  • Stuck trying to update xformers
    1 project | /r/SDtechsupport | 15 May 2023
    WARNING[XFORMERS]: xFormers can't load C++/CUDA extensions. xFormers was built for: PyTorch 1.13.1+cu117 with CUDA 1107 (you have 2.0.1+cu118) Python 3.10.9 (you have 3.10.7) Please reinstall xformers (see https://github.com/facebookresearch/xformers#installing-xformers) Memory-efficient attention, SwiGLU, sparse and more won't be available. Set XFORMERS_MORE_DETAILS=1 for more details ================================================================================= You are running xformers 0.0.16rc425. The program is tested to work with xformers 0.0.17. To reinstall the desired version, run with commandline flag --reinstall-xformers. Use --skip-version-check commandline argument to disable this check. =================================================================================
  • Question about updating Xformers for A1111
    1 project | /r/SDtechsupport | 29 Apr 2023
    # Your version of xformers is 0.0.16rc425. # xformers >= 0.0.17.dev is required to be available on the Dreambooth tab. # Torch 1 wheels of xformers >= 0.0.17.dev are no longer available on PyPI, # but you can manually download them by going to: https://github.com/facebookresearch/xformers/actions # Click on the most recent action tagged with a release (middle column). # Select a download based on your environment. # Unzip your download # Activate your venv and install the wheel: (from A1111 project root) cd venv/Scripts activate pip install {REPLACE WITH PATH TO YOUR UNZIPPED .whl file} # Then restart your project.

stable-diffusion-webui

Posts with mentions or reviews of stable-diffusion-webui. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-11-27.

What are some alternatives?

When comparing xformers and stable-diffusion-webui you can also consider the following projects:

flash-attention - Fast and memory-efficient exact attention

ComfyUI - The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

SHARK-Studio - SHARK Studio -- Web UI for SHARK+IREE High Performance Machine Learning Distribution

Dreambooth-Stable-Diffusion - Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

InvokeAI - Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

diffusers - 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

diffusers - 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

stable-diffusion-ui - Easiest 1-click way to install and use Stable Diffusion on your computer. Provides a browser UI for generating images from text prompts and images. Just enter your text prompt, and see the generated image. [Moved to: https://github.com/easydiffusion/easydiffusion]

stablediffusion - High-Resolution Image Synthesis with Latent Diffusion Models

A1111-Web-UI-Installer - Complete installer for Automatic1111's infamous Stable Diffusion WebUI

CodeRabbit: AI Code Reviews for Developers
Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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Nutrient – The #1 PDF SDK Library, trusted by 10K+ developers
Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries.
www.nutrient.io
featured