dstack
selfhost
dstack | selfhost | |
---|---|---|
17 | 9 | |
1,131 | 1,420 | |
6.9% | 1.0% | |
9.8 | 3.1 | |
1 day ago | 5 months ago | |
Python | Jinja | |
Mozilla Public License 2.0 | GNU Affero General Public License v3.0 |
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.
dstack
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Pyinfra: Automate Infrastructure Using Python
We build a similar tool except we focus on AI workloads. Also support on-prem clusters now in addition to GPU clouds. https://github.com/dstackai/dstack
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Show HN: Open-source alternative to HashiCorp/IBM Vault
Not exactly this, but something related. At https://github.com/dstackai/dstack, we build an alternative to K8S for AI infra.
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Ask HN: How does deploying a fine-tuned model work
You can use https://github.com/dstackai/dstack to deploy your model to the most affordable GPU clouds. It supports auto-scaling and other features.
Disclaimer: Iβm the creator of dstack.
- FLaNK Stack Weekly 19 Feb 2024
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Show HN: I Built an Open Source API with Insanely Fast Whisper and Fly GPUs
Great job on the project! It looks fantastic. Thanks to your post, I discovered Fly's GPUs. We are currently developing a platform called https://github.com/dstackai/dstack that enables users to run any model on any cloud. I am curious if it would be possible to add support for Fly.io as well. If you are interested in collaborating on this, please let me know!
- Show HN: Dstack β an open-source engine for running GPU workloads
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[P] I built a tool to compare cloud GPUs. How should I improve it?
I also noticed that the creator of this app, dstack, is affiliated with Tensordock, the top results for most if not all queries. If that's the case, perhaps a direct link to the cheapest machine could be provided? I haven't used Tensordock, so I don't know if this is mechanically possible.
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Running dev environments and ML tasks cost-effectively in any cloud
Here's the repository with all the important links, including documentation, examples, and more: https://github.com/dstackai/dstack
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Dstack Hub
Hey everyone, I'm happy to release dstack Hub, an open-source tool that helps teams manage their ML workflows more effectively without vendor lock-in.
dstack Hub extend dstack [1] with workflow scheduling capabilities and user management. Here's how it works: run dstack Hub via Docker, use its UI to configure projects and cloud credentials, then pass the URL and personal token to the dstack CLI. Now, you can run workflows through the CLI and Hub will orchestrate them in the cloud on your behalf.
This is a beta release and we plan to continuously improve it. We'd love to hear your feedback and answer any questions!
[1] https://github.com/dstackai/dstack
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Running Stable Diffusion Locally & in Cloud with Diffusers & dstack
To help you overcome this challenge, we have written an article to guide you through the simple steps of using both diffusers and dstack to generate images from prompts, both locally and in the cloud, using a simple example.
selfhost
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Pyinfra: Automate Infrastructure Using Python
I just started using Pyinfra to wrangle a bunch of servers and it is a breath of fresh air compared to Ansible. I moved all of my server OS installs to Fedora CoreOS which doesn't ship with Python in the OS and since Pyinfra doesn't need Python on the host node I can kick off tasks in bulk to do server things. It is great. I cannot wait to see where the Pyinfra project goes.
On a side note, one of the most hacky things I came up with to get Ansible working on Fedora CoreOS was to bind mount a container rootfs that had python 3 and then symlink it into the right spots. You can of course add Python in with rpm-ostree if you want but I wanted to avoid layering packages at the time. I wasn't proud of it. But it worked.
https://github.com/forem/selfhost/blob/main/playbooks/templa...
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Deploying Forem on Render.com PromptZone.com
This is not the suggested way of deployment by the forem team, nevertheless I found it easier and smother than using the deployment selfhost, however I think it's good to know different approaches and use the one suits you the most, if you don't have time to manage a server I think using a pass like Render does the job, and it's cheaper then Heroku at the time of this post.
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Open Source Repositories
Forem Self-Host. You should probably know Forem. But in case you don't, just know that DEV is hosted on it.
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Docker is dead? Podman β an alternative tool?
I only use Podman for my workloads these days. Docker was always a headache for me on Linux. Podman allows me to quickly do whatever I want with containers and I can use systemd or a simple bash script to easily create services on my workstation or in production with Nomad with https://github.com/hashicorp/nomad-driver-podman
I am super thankful for the team of developers that work on Podman. It has really come a long way since 2.0 and they are very responsive to issues in my experiences. If you are using Linux as your daily driver and you use Containers give Podman a try. Here are some examples of the things I have done with Podman.
https://github.com/forem/selfhost
https://github.com/jdoss/ppngx
https://gist.github.com/jdoss/25f9dac0a616e524f8794a89b7989e...
https://gist.github.com/jdoss/ad87375b776178e9031685b71dbe37...
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Encourage Community with a Good ReadMe
To automatically generate a TOC, you can use an online tool like the GitHub Wiki TOC generator. I used this tool to create the TOC in Foremβs Selfhost project when I was a developer advocate there.
- Podman 4.0.0
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Forem AWS user access is too high
Hi, everyone; I just tried the tutorial for deploying a self-hosted instance of forem (https://github.com/forem/selfhost) on AWS. A step in the tutorial asks for the creation of an AWS user with Programmatic access called forem-selfhost with the following
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Please stop closing forums and moving people to Discord
We (I work for Forem) have an opensource selfhost installer [0] so you can have total control over your data and community too.
[0] https://github.com/forem/selfhost
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Forem Self-Host is Now Officially Supported
If you know what Forem you want to build, please follow the instructions and go live β again, the Self-Host instructions are available here!
What are some alternatives?
msdocs-python-django-azure-container-apps - Python web app using Django that can be deployed to Azure Container Apps.
Postmill
dstack-examples - A collection of examples demonstrating how to use dstack
ansible-role-nginx - Ansible Role - Nginx
zenml - ZenML π: Build portable, production-ready MLOps pipelines. https://zenml.io.
nodeBB - Node.js based forum software built for the modern web
flyte - Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
tildes
lambdapi - Serverless runtime environment tailored for code produced by LLMs. Automatic API generation from your code, support for multiple programming languages, and integrated file and database storage solutions.
Flarum - Simple forum software for building great communities.
metaflow - :rocket: Build and manage real-life ML, AI, and data science projects with ease!
podman-desktop-companion - Podman desktop companion