ROCm-docker VS stable-diffusion

Compare ROCm-docker vs stable-diffusion and see what are their differences.

ROCm-docker

Dockerfiles for the various software layers defined in the ROCm software platform (by ROCm)

stable-diffusion

Optimized Stable Diffusion modified to run on lower GPU VRAM (by basujindal)
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ROCm-docker stable-diffusion
3 186
392 3,145
1.0% -
5.1 0.0
23 days ago 8 months ago
Shell Jupyter Notebook
MIT License GNU General Public License v3.0 or later
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.

ROCm-docker

Posts with mentions or reviews of ROCm-docker. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-12.
  • AMD Funded a Drop-In CUDA Implementation Built on ROCm: It's Open-Source
    23 projects | news.ycombinator.com | 12 Feb 2024
    https://rocm.docs.amd.com/projects/install-on-linux/en/lates... links to ROCm/ROCm-docker: https://github.com/ROCm/ROCm-docker which is the source of docker.io/rocm/rocm-terminal: https://hub.docker.com/r/rocm/rocm-terminal :

      docker run -it --device=/dev/kfd --device=/dev/dri --group-add video rocm/rocm-terminal
  • Stable Diffusion PR optimizes VRAM, generate 576x1280 images with 6 GB VRAM
    16 projects | news.ycombinator.com | 3 Sep 2022
    Not sure about the 6600, but there is a guide for Linux at least:

    https://m.youtube.com/watch?v=d_CgaHyA_n4&feature=emb_logo

    And this is somehow relevant (possibly), as I kept the link open.

    https://github.com/RadeonOpenCompute/ROCm-docker/issues/38

  • It's working perfectly under Linux
    1 project | /r/KoboldAI | 21 Jun 2021
    As for the Docker image, I suppose you could compile the image (https://hub.docker.com/r/rocm/pytorch) by yourself using the sources (https://github.com/RadeonOpenCompute/ROCm-docker#building-images), which seems to be quite a bit of work. Better, you could just use an older tag of the upstream image, eg. rocm4.1.1_ubuntu18.04_py3.6_pytorch instead of rocm4.2_ubuntu18.04_py3.6_caffe2 or latest . Just make sure your container version matches your host ROCm version.

stable-diffusion

Posts with mentions or reviews of stable-diffusion. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-27.

What are some alternatives?

When comparing ROCm-docker and stable-diffusion you can also consider the following projects:

awesome-kubernetes - A curated list for awesome kubernetes sources :ship::tada:

InvokeAI - InvokeAI 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, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.

AiDungeon2-Docker-ROCm - Runs an AIDungeon2 fork in Docker on AMD ROCm hardware.

stable-diffusion

ZLUDA - CUDA on AMD GPUs

diffusers-uncensored - Uncensored fork of diffusers

stable-diffusion - Go to lstein/stable-diffusion for all the best stuff and a stable release. This repository is my testing ground and it's very likely that I've done something that will break it.

chaiNNer - A node-based image processing GUI aimed at making chaining image processing tasks easy and customizable. Born as an AI upscaling application, chaiNNer has grown into an extremely flexible and powerful programmatic image processing application.

docker-elk - The Elastic stack (ELK) powered by Docker and Compose.

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

Dokku - A docker-powered PaaS that helps you build and manage the lifecycle of applications

stable-diffusion-webui - Stable Diffusion web UI