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remove studio and GTO docs (#5446)
* remove studio and GTO docs * fix gto links in docs/blogs * fix Studio links in docs/blogs * fix links * Revert "disable scripts" This reverts commit ba5b4c6.
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.yarnrc.yml

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nodeLinker: node-modules
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yarnPath: .yarn/releases/yarn-4.9.2.cjs
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enableScripts: false

content/authors/daniel_kharitonov.md

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- https://www.linkedin.com/in/danielkharitonov/
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---
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Technical Product Manager at [DVC.ai}(https://dvc.ai)]
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Technical Product Manager at [Iterative.ai}(https://iterative.ai)]

content/basic-concepts/artifact.md

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An artifact is a model or other file or directory for which structured
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metadata (name, type, description, and one or more labels) may be stored in
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[`dvc.yaml`](/doc/user-guide/project-structure/dvcyaml-files#artifacts) files.
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Model artifact metadata is used in the [model
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registry](/doc/studio/user-guide/model-registry).
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Model artifact metadata is used in the model registry.
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---

content/blogs/2021-06-02-introducing-dvc-studio.md

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on top of DVC and Git. Read all about the exciting features and watch videos
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to get started quickly.
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descriptionLong: >
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With [DVC Studio](https://studio.datachain.ai), you can use Git and
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[DVC](https://dvc.org) to track your code, ML models, metrics,
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hyperparameters, and data, all together.
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With DVC Studio, you can use Git and [DVC](https://dvc.org) to track your
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code, ML models, metrics, hyperparameters, and data, all together.
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Experiment tracking, visualization and collaboration can be done through a
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visual UI. Even running new iterations becomes a matter of clicking a few
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## How does DVC Studio work?
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DVC Studio is a web application that you can
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[access online](https://studio.datachain.ai/) or even host on-prem. It works
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with the data, metrics and hyperparameters that you add to your ML project
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repositories.
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DVC Studio is a web application that you can access online or even host on-prem.
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It works with the data, metrics and hyperparameters that you add to your ML
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project repositories.
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![](../uploads/images/2021-06-02/dvc-studio-view.png)_Each experiment,
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represented by a commit in your Git history, is presented along with its data,
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Simply connect with your GitHub, GitLab or Bitbucket account. No additional
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sign-ups are required.
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For more information on how to use DVC Studio, please check out the
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[docs](https://dvc.org/doc/studio).
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DVC Studio is completely free for individuals and small teams. Let us know if
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you would like to set up DVC Studio
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for[ 5+ member teams](https://form.typeform.com/to/nydf3Oys?typeform-medium=embed-snippet)

content/blogs/2022-06-29-june-22-community-gems.md

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@LilDataScientist!
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This is something that our users asked quite a bit, so we wrote up a whole guide
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about
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[custom GitLab server connections](https://dvc.org/doc/studio/user-guide/connect-custom-gitlab-server).
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It's a quick walkthrough of how to set up the permissions you'll need and
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connecting your team to Studio.
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You can find lots of great guides and explanations about everything Studio in
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the [User Guide](https://dvc.org/doc/studio/user-guide) section of the docs!
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about custom GitLab server connections. It's a quick walkthrough of how to set
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up the permissions you'll need and connecting your team to Studio.
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## [How does `dvc get-url` interact with the cache compared to `dvc import-url`?](https://discord.com/channels/485586884165107732/563406153334128681/981862313076346920)
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content/blogs/2022-07-26-iterative-studio-model-registry.md

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what, why, where and when questions of your team's model production directly
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from the information in your Git repository.
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Refer to the [documentation and tutorials][docs] to get started. To request
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support or share feedback, you can [email me] or create a support ticket on
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[GitHub][github support repo].
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https://www.youtube.com/watch?v=DYeVI-QrHGI
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[iterative studio model registry]: https://studio.datachain.ai/
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[gto]: https://github.com/iterative/gto
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[mlem]: https://mlem.ai/
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[semver]: https://semver.org/
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[docs]: https://dvc.org/doc/studio/user-guide/model-registry
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[email me]: mailto:[email protected]
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[github support repo]: https://github.com/iterative/studio-support

content/blogs/2022-08-16-august-22-heartbeat.md

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people in the company and we are proud of the steps we are taking to meet people
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where they are and round out your options whether you are comfortable in the
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CLI, API, or web UI. Be sure to try it out and give us your feedback. Learn more
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[in the blog post](https://dvc.org/blog/iterative-studio-model-registry) and
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[in the docs](https://dvc.org/doc/studio/user-guide/model-registry/what-is-a-model-registry).
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[in the blog post](https://dvc.org/blog/iterative-studio-model-registry).
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Look out for a full tutorial coming soon!
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https://www.youtube.com/watch?v=DYeVI-QrHGI
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### ✍🏼 Doc Updates
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- As noted above there are
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[new docs for Iterative Studio's Model Registry](https://dvc.org/doc/studio/user-guide/model-registry/what-is-a-model-registry)
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- In case you missed it, CML now supports
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[Bitbucket](https://bitbucket.org/product)! You can find the
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[docs for the Bitbucket integration here](https://cml.dev/doc/start/bitbucket#get-started-with-cml-on-bitbucket).

content/blogs/2022-11-18-november-2022-heartbeat.md

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### Iterative Studio docs
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- DataChain Studio now supports adding a model from a remote location in
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Iterative Studio. Find out more
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[here](https://dvc.org/doc/studio/user-guide/model-registry/add-a-model).
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- Use the new Iterative Studio Wizard to set up CML in your CI. More on the
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process and parameters
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[here in the docs.](https://dvc.org/doc/studio/user-guide/projects-and-experiments/run-experiments#use-the-iterative-studio-wizard-to-set-up-your-ci-action)
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Iterative Studio.
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- Use the new Iterative Studio Wizard to set up CML in your CI.
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---
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content/blogs/2022-12-07-gto-model-registry.md

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╘════════════╧══════════╧════════╛
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```
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When running `gto show` for a specific model, we will get all of its registered
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versions. Notice that the stage is marked at the latest version that was
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assigned to it - to signal the currently deployed model version in that stage:
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When running [`gto show`](https://mlem.ai/doc/gto/command-reference/show) for a
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specific model, we will get all of its registered versions. Notice that the
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stage is marked at the latest version that was assigned to it - to signal the
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currently deployed model version in that stage:
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```
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$ gto show classifier --repo $REPO
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Besides the `classifier` model that we just registered, you can also see three
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other models from our example `demo-bank-customer-churn` repo.
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Behind the scenes,
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[Iterative Studio just uses GTO API](https://dvc.org/doc/studio), so there are
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no new magic tricks here (and you can also use GTO API from your automation
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Python code if you wish). Feel free to play around to register more versions,
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assign stages or annotate the other models you have, and see how Studio can help
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you track model lineage, audit events, and connect model versions to DVC
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experiments.
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Behind the scenes, DVC Studio just uses GTO API, so there are no new magic
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tricks here (and you can also use GTO API from your automation Python code if
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you wish). Feel free to play around to register more versions, assign stages or
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annotate the other models you have, and see how Studio can help you track model
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lineage, audit events, and connect model versions to DVC experiments.
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## What’s next?
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content/blogs/2023-02-13-dvclive-metrics-studio.md

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```
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Additionally, we can also use Studio to analyze and visualize the results of our
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experiments, making it easy to share and collaborate with others.
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[By providing the STUDIO_TOKEN](https://dvc.org/doc/studio/user-guide/projects-and-experiments/live-metrics-and-plots),
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DVCLive will automatically post the results of the experiment to Studio. To do
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this, first, let’s obtain an individual token from the user profile page in
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Studio.
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experiments, making it easy to share and collaborate with others. By providing
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the STUDIO_TOKEN, DVCLive will automatically post the results of the experiment
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to Studio. To do this, first, let’s obtain an individual token from the user
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profile page in Studio.
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![Generate Iterative Studio Access token](../uploads/images/2023-02-13/studio-access-token.png '=800')
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_Generating Studio Access Token in the Iterative Studio Profile page
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([Source link](https://studio.datachain.ai))_
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By providing this token as an environment variable, we can access the results of
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our experiments in an
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[Iterative Studio project](https://dvc.org/doc/studio/get-started). The project
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lets you compare them with previous experiments, helps you find insights to
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improve our model and share it with others.
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our experiments in an DVC Studio project. The project lets you compare them with
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previous experiments, helps you find insights to improve our model and share it
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with others.
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![Comparison in Iterative Studio](../uploads/images/2023-02-13/iterative-studio-live-metrics.png '=800')
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_Compare with previous experiments in Iterative Studio
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![Comparison in DVC Studio](../uploads/images/2023-02-13/iterative-studio-live-metrics.png '=800')
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_Compare with previous experiments in DVC Studio
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([Source link](https://studio.datachain.ai))_
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To export the token run the command below with the token obtained from your

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