automatic

SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models (by vladmandic)
Add to my DEV experience stable-diffusion generative-art stable-diffusion-webui img2img txt2img sdnext sd-xl diffusers a1111-webui automatic1111 ai-art
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automatic reviews and mentions

Posts with mentions or reviews of automatic. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-05.
  • Open-source project ZLUDA lets CUDA apps run on AMD GPUs
    5 projects | news.ycombinator.com | 5 Mar 2024
    > 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).

  • Show HN: Comflowy – A ComfyUI Tutorial for Beginners
    3 projects | news.ycombinator.com | 3 Jan 2024
    While I currently use SD.Next[1], I have tested ComfyUI locally with my AMD card. The UI can be daunting, but you learn quite a great deal about how a Stable Diffusion pipeline works. In addition some innovations and advances find their way into ComfyUI first.

    [1] https://github.com/vladmandic/automatic

  • Is SDXL supposed to be this slow on my system?
    3 projects | /r/StableDiffusion | 6 Dec 2023
    I found this thread on GitHub talking about how this was fixed in the latest version with an optional setting. I tried enabling it, as they mentioned, but it just resulted in an immediate CUDA out of memory error when starting generation. So it seems I'm actually needing the shared memory, which I assume is my issue.
  • Another Monday, another big release from SDNext!
    2 projects | /r/StableDiffusion | 5 Dec 2023
    As always, do check out our more detailed changelog, give us a quick install from our Repo, and stop by our Discord Server for any questions or help you may need.
  • What's the best stable diffusion client for base m1 MacBook air?
    3 projects | /r/StableDiffusion | 20 Oct 2023
    SD.Next
  • All of my own trained loras just output black
    3 projects | /r/SDtechsupport | 28 Jul 2023
    I am using https://github.com/vladmandic/automatic as my stable diffusion because https://github.com/AUTOMATIC1111/stable-diffusion-webui kept giving me error issues and a reddit thread said to switch to this fork and it would fix my error issues and it did. Any other lora works just fine just not the ones that i train. My training images are all 512 x 512 like i have in the settings. I have used both stable-diffusion-v1-5 and stable-diffusion-2-1-base as my basses with the same outcome. I am running it on a new 3060 12gb so i know that it is not a gpu related issue. The sample images that it gives me are fine just not the output in stable diffusion they are all black. Any help would be greatly appreciated
  • How do I implement Dynamic Thresholding (CFG scale fix) in ComfyUI?
    2 projects | /r/comfyui | 26 Jul 2023
    In the SD.Next webui, this extension is already added by default.
  • How the heck Stable diffusion is getting actual background from a PNG
    5 projects | /r/StableDiffusion | 12 Jul 2023
    If you have a computer powerful enough to run SD, you can install one of the "software" from Stable Diffusion > Local install, the most popular ones are A111, Vlad and comfyUI (but I would advise to start with the first two, as comfyUI may be too complex at the begining). You can install them via StabilityMatrix ; it's a software that manage the installation of the popular webui, their requirements, and their versions; if you're afraid to manage the installation of pyton/miniconda/other things required to run it. NMKD is also a good alternative, as it should work right out of the box (it can even download the base model, if I remember correctly). If you haven't a computer good enough, look at Stable diffusion > Online Websites.
  • SD.Next Vlad with SDXL 0.9 working right now (experimental)
    3 projects | /r/StableDiffusion | 8 Jul 2023
    Can you post som generated images? I tried and my are somehow scary bad when using diffusors (not safenesor): selfie from the grand canyon Steps: 21, Sampler: DEIS, CFG scale: 7, Seed: 1186151781, Size: 512x512, Model hash: 33ed1ed8, Model: stabilityai/stable-diffusion-xl-base-0.9, Version: db30f5f, Parser: Full parser
    3 projects | /r/StableDiffusion | 8 Jul 2023
    Follow this instructions: https://github.com/vladmandic/automatic/wiki/Diffusers
  • A note from our sponsor - WorkOS
    workos.com | 16 Apr 2024
    The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

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vladmandic/automatic is an open source project licensed under GNU Affero General Public License v3.0 which is an OSI approved license.

The primary programming language of automatic is Python.

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