99</h1 >
1010
1111<h3 align =" center " >
12- Cost-effective ML workloads in any cloud
12+ Cost-effective LLM development
1313</h3 >
1414
1515<p align =" center " >
16- <a href =" https://dstack.ai/docs " target =" _blank " ><b >Docs</b ></a > •
16+ <a href =" https://dstack.ai/docs " target =" _blank " ><b >Docs</b ></a > •
1717<a href =" https://dstack.ai/examples/dolly " target =" _blank " ><b >Examples</b ></a > •
1818<a href =" https://dstack.ai/blog " target =" _blank " ><b >Blog</b ></a > •
1919<a href =" https://join.slack.com/t/dstackai/shared_invite/zt-xdnsytie-D4qU9BvJP8vkbkHXdi6clQ " target =" _blank " ><b >Slack</b ></a >
@@ -23,7 +23,9 @@ Cost-effective ML workloads in any cloud
2323[ ![ PyPI - License] ( https://img.shields.io/pypi/l/dstack?style=flat-square&color=blue )] ( https://github.com/dstackai/dstack/blob/master/LICENSE.md )
2424</div >
2525
26- ` dstack ` is an open-source tool designed to enhance the efficiency of running ML workloads in the cloud.
26+ ` dstack ` is an open-source tool that simplifies LLM development across multiple clouds.
27+
28+ It streamlines development and deployment, reduces cloud costs, and frees users from vendor lock-in.
2729
2830## Latest news
2931
@@ -42,7 +44,7 @@ pip install "dstack[aws,gcp,azure,lambda]"
4244dstack start
4345```
4446
45- On startup, the server sets up a default project that runs everything locally.
47+ On startup, the server sets up a default project that runs everything locally.
4648To run dev environments and tasks in the cloud, log into the UI, create the corresponding project,
4749and [ configure] ( https://dstack.ai/docs/guides/projects ) the CLI to use it.
4850
@@ -84,7 +86,7 @@ commands:
8486
8587## CLI
8688
87- To run a configuration, use the [` dstack run`](https://dstack.ai/docs/reference/cli/run.md) command and pass the path to the
89+ To run a configuration, use the [` dstack run`](https://dstack.ai/docs/reference/cli/run.md) command and pass the path to the
8890directory with the configuration.
8991
9092` ` ` shell
@@ -106,7 +108,7 @@ If you interrupt the run, the cloud resources will be released automatically.
106108
107109# # Profiles
108110
109- The `.dstack/profiles.yml` file allows to describe multiple profiles.
111+ The `.dstack/profiles.yml` file allows to describe multiple profiles.
110112ach profile can configure the project to use and the resources required for the run.
111113
112114` ` ` yaml
@@ -127,11 +129,11 @@ Otherwise, you can always specify the profile using `--profile PROFILE`.
127129
128130For additional information and examples, see the following links :
129131
130- * [Docs](https://dstack.ai/docs)
131- * [Examples](https://github.com/dstackai/dstack-examples/blob/main/README.md)
132- * [Blog](https://dstack.ai/blog)
133- * [Slack](https://join.slack.com/t/dstackai/shared_invite/zt-xdnsytie-D4qU9BvJP8vkbkHXdi6clQ)
134-
135- # # Licence
132+ - [Docs](https://dstack.ai/docs)
133+ - [Examples](https://github.com/dstackai/dstack-examples/blob/main/README.md)
134+ - [Blog](https://dstack.ai/blog)
135+ - [Slack](https://join.slack.com/t/dstackai/shared_invite/zt-xdnsytie-D4qU9BvJP8vkbkHXdi6clQ)
136+
137+ # # Licence
136138
137- [Mozilla Public License 2.0](LICENSE.md)
139+ [Mozilla Public License 2.0](LICENSE.md)
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