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docs/blog/posts/embrace-dev-environments.md

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slug: embrace-dev-environments
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# Embrace dev environments, leave manual SSH behind
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# Leave manual SSH behind
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__Overcoming the limitations of dev environments for ML projects.__
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docs/blog/posts/say-goodbye-to-managed-notebooks.md

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date: 2023-06-29
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description: Discover how cloud dev environments can benefit ML engineers and why why they are gaining popularity over managed notebooks .
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slug: say-goodbye-to-managed-notebooks
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# Say goodbye to managed notebooks! 👋
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# Say goodbye to managed notebooks
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__Why managed notebooks are losing ground to cloud dev environments.__
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docs/blog/posts/using-oss-llms-with-langchain-in-your-cloud.md

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- LangChain's Hugging Face Pipelines: https://python.langchain.com/en/latest/modules/models/llms/integrations/huggingface_pipelines.html
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- Falcon-7B-Instruct model on Hugging Face: https://huggingface.co/tiiuae/falcon-7b-instruct
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- Dolly 2.0's instruct pipeline: https://huggingface.co/databricks/dolly-v2-12b/raw/main/instruct_pipeline.py
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categories:
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- Tutorials
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---
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# Using OSS LLMs with LangChain in your cloud
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# Using OSS LLMs with LangChain in the cloud
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__A tutorial explaining how to build a chatbot using OSS LLMs on your cloud.__
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docs/blog/posts/v0.10-release.md

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date: 2023-06-12
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description: Read about the latest update and the major improvements it brings to the tool.
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slug: "new-configuration-format-and-cli-experience"
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categories:
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- Releases
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# dstack 0.10: New configuration format and CLI experience
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# New configuration format and CLI experience
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__The latest update refines the configuration format and CLI experience.__
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__The 0.10 update is out with refined configuration format and CLI experience.__
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This is the most massive and feature-loaded update of `dstack` in the last several months.
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The update introduces a brand-new way to configure and run dev environments and tasks,

docs/blog/posts/v0.10.2-release.md

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date: 2023-06-22
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description: The new release makes running development environments and tasks in the cloud even easier.
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slug: "prebuilt-environments-spot-and-retry-policies"
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categories:
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- Releases
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# dstack 0.10.2: Build command, spot and retry policies, and more
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# An early preview of the build command
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__Introducing two features that radically improve the developer experience.__
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__The 0.10.2 update adds a command that allows for pre-building environments.__
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We are continuously striving to make running dev environments and ML tasks in the cloud even easier. With the
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new release, we have added two new features that we believe radically improve the developer experience.

docs/blog/posts/v0.10.3-release.md

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date: 2023-07-05
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description: The new release makes running development environments and tasks in the cloud even easier.
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slug: "lambda-cloud-support-preview"
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categories:
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- Releases
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# dstack 0.10.3: A preview of Lambda Cloud support
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# An early preview of Lambda Cloud support
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__The latest update adds the initial support for Lambda Cloud.__
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__Check out the 0.10.3 update with initial support for Lambda Cloud.__
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`dstack` has two key features. Firstly, it simplifies the running of ML workloads in the cloud.
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Secondly, it supports multiple clouds, allowing to stay independent of a particular vendor and reduce

docs/blog/posts/v0.2-release.md

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date: 2023-03-13
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description: The latest update of dstack now supports Google Cloud Platform (GCP).
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slug: "gcp-support-just-landed"
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categories:
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- Releases
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# dstack 0.2: GCP support just landed
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# GCP support just landed
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__The latest update of dstack now supports Google Cloud Platform (GCP).__
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__The 0.2 update adds support for Google Cloud Platform (GCP).__
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With the release of version 0.2 of `dstack`, it is now possible to configure GCP as a remote. All features that were
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previously available for AWS,

docs/blog/posts/v0.7-release.md

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date: 2023-04-11
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description: A new tool for teams to manage their ML workflows.
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slug: "introducing-dstack-hub"
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categories:
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- Releases
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# dstack 0.7: A preview of dstack server
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# An early preview of dstack server
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__A preview of the new tool for teams to manage their ML workflows.__
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__The 0.7 update introduces the server with UI, team management, and more.__
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Last October, we open-sourced the `dstack` CLI for defining ML workflows as code and running them easily on any cloud or
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locally. The tool abstracts ML engineers from vendor APIs and infrastructure, making it convenient to run scripts,

docs/blog/posts/v0.9.1-release.md

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date: 2023-05-22
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description: The latest update introduces Azure support, enables browsing of logs and artifacts through UI, and includes other improvements.
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slug: azure-support-better-ui-and-more
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categories:
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- Releases
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# dstack 0.9.1: Azure, better UI and more
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# Azure, better UI and more
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__The latest update introduces Azure support, and includes other improvements.__
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__The 0.9.1 update introduces Azure support among other improvements.__
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At `dstack`, our goal is to create a simple and unified interface for ML engineers to run dev environments, pipelines, and
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apps on any cloud. With the latest update, we take another significant step in this direction.

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