dstackai/dstack
View on GitHub ↗ ★ 2,299 Python
A unified orchestration layer for heterogeneous AI compute. It standardizes how to manage compute and run training and inference on GPU clouds, Kubernetes, VMs, or bare-metal clusters.
17 mentions on Hacker News by 5 people: 4 stories, 13 comments · first 2020-08-12 · latest 2025-03-03
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…alternative to K8s/Slurm and would be interested in hearing thoughts from other ML engineers. [1] https://github.com/dstackai/dstack
comment by cheptsov · 2025-03-03 · in Nomadic infrastructure design for AI workloads -
…to both K8S and Slurm. Our roadmap can be found in [1] Super excited to hear any feedback. [1] https://github.com/dstackai/dstack/issues/2184
comment by cheptsov · 2025-02-18 · in Orchestrating GPUs in data centers and private clouds -
…[1]. We talk to many people who are frustrated with K8s, especially for GPU and AI workloads. [1] https://github.com/dstackai/dstack
comment by cheptsov · 2024-11-04 · in We're Leaving Kubernetes -
…to expand our examples page with a lot more frameworks! Contributors are very welcome to our repo: https://github.com/dstackai/dstack/tree/master/examples/
comment by cheptsov · 2024-08-21 · in dstack (K8s alternative) adds support for AMD accelerators on RunPod -
it appears you have borked all the doc links from your readme (e.g.) https://github.com/dstackai/dstack#1-define-configurations
comment by mdaniel · 2024-08-21 · in dstack (K8s alternative) adds support for AMD accelerators on RunPod -
…tool except we focus on AI workloads. Also support on-prem clusters now in addition to GPU clouds. https://github.com/dstackai/dstack
comment by cheptsov · 2024-04-30 · in Pyinfra: Automate Infrastructure Using Python -
Not exactly this, but something related. At https://github.com/dstackai/dstack , we build an alternative to K8S for AI infra.
comment by cheptsov · 2024-04-28 · in Show HN: Open-source alternative to HashiCorp/IBM Vault -
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: I’m the creator of dstack.
comment by cheptsov · 2024-04-24 · in Ask HN: How does deploying a fine-tuned model work -
…It looks fantastic. Thanks to your post, I discovered Fly's GPUs. We are currently developing https://github.com/dstackai/dstack to enable users to run any model on any cloud. I am curious if it would be possible to add support for Fly.io…
comment by cheptsov · 2024-02-19 · in Show HN: I Built an Open Source API with Insanely Fast Whisper and Fly GPUs -
…we plan to continuously improve it. We'd love to hear your feedback and answer any questions! [1] https://github.com/dstackai/dstack
comment by cheptsov · 2023-04-13 · in Dstack Hub -
…| US/EU/Worldwide | Seed We aim at simplifying the MLOps stack. The first OSS version is out: https://github.com/dstackai/dstack . Plan to raise a seed round shortly. Drop me a message at andrey at dstack.ai, if you’re interested.
comment by cheptsov · 2022-11-02 · in Ask HN: Co-Founder? Seeking Co-Founder? -
…currently use Substack, but thinking of maybe moving it to GitHub Pages too. FYI, here is our repo: https://github.com/dstackai/dstack
comment by cheptsov · 2022-10-17 · in Ask HN: Where do you host images for your blog or landing pages? -
UPDATE: https://github.com/dstackai/dstack-react is outdated and was fully merged some time ago into the main repository https://github.com/dstackai/dstack . So we will delete https://github.com/dstackai/dstack-react within a week.
comment by peterschmidt · 2020-08-12 · in Show HN: dstack – an open-source tool to build data applications easily