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Title: What is dstack? - dstack

Open Graph Title: What is dstack? - dstack

Description: Introduction to dstack and how it works

Open Graph Description: Introduction to dstack and how it works

X Description: Introduction to dstack and how it works

Opengraph URL: https://dstack.ai/docs/

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Domain: docs.dstack.ai

authordstack GmbH
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twitter.titleWhat is dstack? - dstack
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Links:

Skip to content https://docs.dstack.ai#what-is-dstack
GitHubhttps://github.com/dstackai/dstack
https://docs.dstack.ai/
dstack https://docs.dstack.ai/
GitHubhttps://github.com/dstackai/dstack
dstack Skyhttps://sky.dstack.ai
Home https://docs.dstack.ai/
Docs https://docs.dstack.ai/
Examples https://docs.dstack.ai/examples/
Blog https://docs.dstack.ai/blog/
Case studies https://docs.dstack.ai/blog/case-studies/
Benchmarks https://docs.dstack.ai/blog/benchmarks/
https://docs.dstack.ai/
dstackai/dstack https://github.com/dstackai/dstack
Home https://docs.dstack.ai/
Overview https://docs.dstack.ai/
How does it work? https://docs.dstack.ai#how-does-it-work
Installation https://docs.dstack.ai/installation/
Quickstart https://docs.dstack.ai/quickstart/
Backends https://docs.dstack.ai/concepts/backends/
Fleets https://docs.dstack.ai/concepts/fleets/
Dev environments https://docs.dstack.ai/concepts/dev-environments/
Tasks https://docs.dstack.ai/concepts/tasks/
Services https://docs.dstack.ai/concepts/services/
Volumes https://docs.dstack.ai/concepts/volumes/
Gateways https://docs.dstack.ai/concepts/gateways/
Secrets https://docs.dstack.ai/concepts/secrets/
Projects https://docs.dstack.ai/concepts/projects/
Metrics https://docs.dstack.ai/concepts/metrics/
Events https://docs.dstack.ai/concepts/events/
Server deployment https://docs.dstack.ai/guides/server-deployment/
Troubleshooting https://docs.dstack.ai/guides/troubleshooting/
Protips https://docs.dstack.ai/guides/protips/
Upgrade https://docs.dstack.ai/guides/upgrade/
Slurm https://docs.dstack.ai/guides/migration/slurm/
dev-environment https://docs.dstack.ai/reference/dstack.yml/dev-environment/
task https://docs.dstack.ai/reference/dstack.yml/task/
service https://docs.dstack.ai/reference/dstack.yml/service/
fleet https://docs.dstack.ai/reference/dstack.yml/fleet/
gateway https://docs.dstack.ai/reference/dstack.yml/gateway/
volume https://docs.dstack.ai/reference/dstack.yml/volume/
server/config.yml https://docs.dstack.ai/reference/server/config.yml/
dstack server https://docs.dstack.ai/reference/cli/dstack/server/
dstack init https://docs.dstack.ai/reference/cli/dstack/init/
dstack apply https://docs.dstack.ai/reference/cli/dstack/apply/
dstack delete https://docs.dstack.ai/reference/cli/dstack/delete/
dstack ps https://docs.dstack.ai/reference/cli/dstack/ps/
dstack stop https://docs.dstack.ai/reference/cli/dstack/stop/
dstack attach https://docs.dstack.ai/reference/cli/dstack/attach/
dstack login https://docs.dstack.ai/reference/cli/dstack/login/
dstack logs https://docs.dstack.ai/reference/cli/dstack/logs/
dstack metrics https://docs.dstack.ai/reference/cli/dstack/metrics/
dstack event https://docs.dstack.ai/reference/cli/dstack/event/
dstack project https://docs.dstack.ai/reference/cli/dstack/project/
dstack fleet https://docs.dstack.ai/reference/cli/dstack/fleet/
dstack offer https://docs.dstack.ai/reference/cli/dstack/offer/
dstack volume https://docs.dstack.ai/reference/cli/dstack/volume/
dstack gateway https://docs.dstack.ai/reference/cli/dstack/gateway/
dstack secret https://docs.dstack.ai/reference/cli/dstack/secret/
Python API https://docs.dstack.ai/reference/api/python/
REST API https://docs.dstack.ai/reference/api/rest/
Environment variables https://docs.dstack.ai/reference/environment-variables/
.dstack/profiles.yml https://docs.dstack.ai/reference/profiles.yml/
Python API https://docs.dstack.ai/reference/plugins/python/
REST API https://docs.dstack.ai/reference/plugins/rest/
llms-full.txt https://dstack.ai/llms-full.txt
skill.md https://dstack.ai/skill.md
Examples https://docs.dstack.ai/examples/
TRL https://docs.dstack.ai/examples/single-node-training/trl/
Axolotl https://docs.dstack.ai/examples/single-node-training/axolotl/
TRL https://docs.dstack.ai/examples/distributed-training/trl/
Axolotl https://docs.dstack.ai/examples/distributed-training/axolotl/
Ray+RAGEN https://docs.dstack.ai/examples/distributed-training/ray-ragen/
AWS https://docs.dstack.ai/examples/clusters/aws/
GCP https://docs.dstack.ai/examples/clusters/gcp/
Lambda https://docs.dstack.ai/examples/clusters/lambda/
Crusoe https://docs.dstack.ai/examples/clusters/crusoe/
NCCL/RCCL tests https://docs.dstack.ai/examples/clusters/nccl-rccl-tests/
SGLang https://docs.dstack.ai/examples/inference/sglang/
vLLM https://docs.dstack.ai/examples/inference/vllm/
TGI https://docs.dstack.ai/examples/inference/tgi/
NIM https://docs.dstack.ai/examples/inference/nim/
TensorRT-LLM https://docs.dstack.ai/examples/inference/trtllm/
AMD https://docs.dstack.ai/examples/accelerators/amd/
TPU https://docs.dstack.ai/examples/accelerators/tpu/
Intel Gaudi https://docs.dstack.ai/examples/accelerators/intel/
Tenstorrent https://docs.dstack.ai/examples/accelerators/tenstorrent/
Wan2.2 https://docs.dstack.ai/examples/models/wan22/
Blog https://docs.dstack.ai/blog/
Changelog https://docs.dstack.ai/blog/changelog/
Case studies https://docs.dstack.ai/blog/case-studies/
Benchmarks https://docs.dstack.ai/blog/benchmarks/
Case studies https://docs.dstack.ai/blog/case-studies/
Benchmarks https://docs.dstack.ai/blog/benchmarks/
How does it work? https://docs.dstack.ai#how-does-it-work
https://github.com/dstackai/dstack/edit/master/docs/docs/index.md
https://docs.dstack.ai#what-is-dstack
https://docs.dstack.ai#how-does-it-work
https://docs.dstack.ai#1-set-up-the-server
installedhttps://docs.dstack.ai/installation/
dstack Skyhttps://sky.dstack.ai
https://docs.dstack.ai#2-define-configurations
Fleetshttps://docs.dstack.ai/concepts/fleets/
Dev environmentshttps://docs.dstack.ai/concepts/dev-environments/
Taskshttps://docs.dstack.ai/concepts/tasks/
Serviceshttps://docs.dstack.ai/concepts/services/
Volumeshttps://docs.dstack.ai/concepts/volumes/
https://docs.dstack.ai#3-apply-configurations
installationhttps://docs.dstack.ai/installation/
quickstarthttps://docs.dstack.ai/quickstart/
exampleshttps://docs.dstack.ai/examples
Discordhttps://discord.gg/u8SmfwPpMd
Previous Home https://docs.dstack.ai/
Next Installation https://docs.dstack.ai/installation/
https://github.com/dstackai/dstack
https://discord.gg/u8SmfwPpMd
https://twitter.com/dstackai
https://www.linkedin.com/company/dstackai
Getting startedhttps://docs.dstack.ai/docs/installation
Conceptshttps://docs.dstack.ai/docs/concepts/backends/
Guideshttps://docs.dstack.ai/docs/guides/protips/
Referencehttps://docs.dstack.ai/docs/reference/dstack.yml/dev-environment/
Single-node traininghttps://docs.dstack.ai/examples#fine-tuning
Distributed traininghttps://docs.dstack.ai/examples#distributed-training
Clustershttps://docs.dstack.ai/examples#clusters
Inferencehttps://docs.dstack.ai/examples#inference
Modelshttps://docs.dstack.ai/examples#models
Discordhttps://discord.gg/u8SmfwPpMd
GitHubhttps://github.com/dstackai/dstack
Talk to ushttps://calendly.com/dstackai/discovery-call
Termshttps://docs.dstack.ai/terms
Privacyhttps://docs.dstack.ai/privacy

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