dstack

About dstack

is a unified control plane for GPU provisioning and orchestration that works with any GPU cloud, Kubernetes, or on-prem clusters. It streamlines development, training, and inference, and is compatible with any hardware, open-source tools, and frameworks. Accelerators supports , , , and accelerators out of the box. Latest news ✨ [2026/08] dstack 0.21.0: Pydantic v2, Gateway replicas [2026/07] dstack 0.20.29: Presets — agent-driven inference optimization (experimental) [2026/07] [d

agent-skills agentic-orchestration amd cloud containers docker fine-tuning gpu inference k8s

Quick Facts

Stars	2,237
Forks	258
Language	Python
Category	Agent Tool
License	MPL-2.0
Quality Score	36.25/100
Open Issues	74
Last Updated	2026-09-05
Created	2022-01-04
Platforms	docker, k8s, python
Est. Tokens	~8328k

Compatible Skills

These tools work well together with dstack for enhanced workflows:

Kiln — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
Flawless — semantic(0.17)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
LuxyAI — semantic(0.17)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
env-doctor — semantic(0.20)+complementary+rare_topics+same_lang+shared_platform (51%)

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Frequently Asked Questions

What is dstack?

dstack is Vendor-agnostic orchestration for training, inference and agentic workloads across NVIDIA, AMD, TPU, and Tenstorrent on clouds, Kubernetes, and bare metal.. It is categorized as a Agent Tool with 2.2k GitHub stars.

What programming language is dstack written in?

dstack is primarily written in Python. It covers topics such as agent-skills, agentic-orchestration, amd.

How do I install or use dstack?

You can find installation instructions and usage details in the dstack GitHub repository at github.com/dstackai/dstack. The project has 2.2k stars and 258 forks, indicating an active community.

What license does dstack use?

dstack is released under the MPL-2.0 license, making it free to use and modify according to the license terms.

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