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* Move studio.dvc.ai to studio.datachain.ai * Move studio.iterative.ai to studio.datachain.ai
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config/link-check/excluded-links.yml

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- 'https://studio.example.com'
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- 'https://twitter.com/DVCorg'
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- 'https://api.hsforms.com/submissions/v3/integration/submit/'
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- 'https://studio.iterative.ai/api/*'
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- 'https://studio.datachain.ai/api/*'

content/docs/command-reference/exp/push.md

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This command will also try to `dvc push` all <abbr>cached</abbr> data associated
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with the experiments to [remote storage], unless `--no-cache` is used.
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If the [DVC Studio](https://studio.iterative.ai)
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If the [DVC Studio](https://studio.datachain.ai)
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[access token](/doc/studio/user-guide/experiments/live-metrics-and-plots#set-up-an-access-token)
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is set, DVC will notify DVC Studio about new experiments, and display a DVC
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Studio project URL to view experiments.

content/docs/command-reference/studio/index.md

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# studio
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A set of commands to authenticate DVC with [Studio](https://studio.iterative.ai)
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A set of commands to authenticate DVC with [Studio](https://studio.datachain.ai)
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and save a
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[client access token](/doc/studio/user-guide/account-management#client-access-tokens)
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to global [DVC configuration]: [login](/doc/command-reference/studio/login), [logout](/doc/command-reference/studio/logout),

content/docs/command-reference/studio/login.md

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## Options
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- `-H <hostname>`, `--hostname <hostname>` - the hostname of the Studio instance
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to authenticate with. Defaults to `https://studio.iterative.ai`.
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to authenticate with. Defaults to `https://studio.datachain.ai`.
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- `-s <scopes>`, `--scopes <scopes>` - comma separated values of
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[scopes](/doc/studio/user-guide/account-management#client-access-tokens) for

content/docs/dvclive/index.md

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[run experiments]: /doc/user-guide/experiment-management/running-experiments
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[setup a pipeline]: /doc/dvclive/how-it-works#setup-to-run-with-dvc
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[access is enabled]: /doc/start/experiments/experiment-tracking#sharing
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[dvc studio]: https://studio.iterative.ai
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[dvc studio]: https://studio.datachain.ai

content/docs/dvclive/live/log_image.md

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live.next_step()
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```
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In [DVC Studio](https://studio.iterative.ai/) and the
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In [DVC Studio](https://studio.datachain.ai/) and the
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[DVC Extension for VSCode](https://marketplace.visualstudio.com/items?itemName=Iterative.dvc),
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folders following this pattern will be rendered using an image slider:
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content/docs/dvclive/ml-frameworks/pytorch-lightning.md

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[`live`]: /doc/dvclive/live
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[`ModelCheckpoint`]:
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https://lightning.ai/docs/pytorch/stable/api/lightning.pytorch.callbacks.ModelCheckpoint.html
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[DVC Studio]: https://studio.iterative.ai
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[DVC Studio]: https://studio.datachain.ai

content/docs/start/experiments/experiment-tracking.md

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DVC tracks the code and metadata for each experiment in Git. If you have a Git
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remote (for example, GitHub) where you `git push`, go to
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[DVC Studio](https://studio.iterative.ai), configure your Git provider, and
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[DVC Studio](https://studio.datachain.ai), configure your Git provider, and
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[add your Git repository as a project](/doc/studio/user-guide/experiments/create-a-project).
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Next, you can login to Studio from the command line:
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[dvclive]: /doc/dvclive
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[shared]: /doc/user-guide/experiment-management/sharing-experiments
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[dvc studio]: https://studio.iterative.ai
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[dvc studio]: https://studio.datachain.ai

content/docs/start/model-registry/index.md

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These are captured in our [example-get-started-experiments] repo. You can [fork
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it][example-get-started-experiments-fork] to follow along, or you can take a
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look at our
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[public model registry](https://studio.iterative.ai/team/Iterative/models) (read
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[public model registry](https://studio.datachain.ai/team/Iterative/models) (read
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only) to get a feel for what's possible.
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[example-get-started-experiments]:

content/docs/start/model-registry/manage-models.md

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# Get Started: Manage models
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In this guide, we will be using [DVC Studio](https://studio.iterative.ai) to
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In this guide, we will be using [DVC Studio](https://studio.datachain.ai) to
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manage our model registry. You can check out our
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[example model](https://studio.iterative.ai/team/Iterative/models/b3P4bcYIrGYdzyjqzsf9Xw==/pool-segmentation/v1.0.0)
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[example model](https://studio.datachain.ai/team/Iterative/models/b3P4bcYIrGYdzyjqzsf9Xw==/pool-segmentation/v1.0.0)
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in DVC Studio to see what it will look like once we finish all the steps in this
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guide.
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<admon type="info">
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To perform the model registry actions in this guide, follow
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[these steps](/doc/studio/user-guide/experiments/create-a-project#connect-to-a-git-repository-and-add-a-project)
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to sign in to [DVC Studio](https://studio.iterative.ai), connect it to your Git
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to sign in to [DVC Studio](https://studio.datachain.ai), connect it to your Git
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account and add your repository as a DVC Studio project.
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</admon>
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[documentation](/doc/studio/user-guide/model-registry/remove-a-model-or-its-details).
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The detailed view of our model in the registry should now match what we see
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[in our example](https://studio.iterative.ai/team/Iterative/models/b3P4bcYIrGYdzyjqzsf9Xw==/pool-segmentation/v1.0.0).
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[in our example](https://studio.datachain.ai/team/Iterative/models/b3P4bcYIrGYdzyjqzsf9Xw==/pool-segmentation/v1.0.0).
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<details id="under-the-hood-removing-stages">
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content/docs/studio/index.md

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# DVC Studio
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[DVC Studio](https://studio.iterative.ai/) is a web application that enables
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[DVC Studio](https://studio.datachain.ai/) is a web application that enables
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Machine Learning teams to seamlessly
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- [Run and track experiments](/doc/use-cases/experiment-tracking)
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maintaining Git as the single-source-of-truth for your data, experiments and
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models.
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Sign in to [DVC Studio](https://studio.iterative.ai/) using your GitHub.com,
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Sign in to [DVC Studio](https://studio.datachain.ai/) using your GitHub.com,
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GitLab.com, or Bitbucket.org account, or with your email address. Explore the
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demo projects and models, and
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[let us know](/doc/studio/user-guide/troubleshooting#support) if you need any

content/docs/studio/rest-api/create-project.md

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This field is mandatory.
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- `public` (boolean, default: `false`) - specifies whether the project should be
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public (`true`) or not (`false`). A public project, such as the
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[example-get-started](https://studio.iterative.ai/team/Iterative/projects/example-get-started-zde16i6c4g)
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[example-get-started](https://studio.datachain.ai/team/Iterative/projects/example-get-started-zde16i6c4g)
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demo project, can be accessed by anyone.
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- `team_name`(string) - the name of the team associated with the project if we
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want to create the project in team space. This field is optional. If team name
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"projects": [
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{
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"id": "tsanhawn9y",
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"url": "https://studio.iterative.ai/user/amritghimire/projects/example-get-started-tsanhawn9y",
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"url": "https://studio.datachain.ai/user/amritghimire/projects/example-get-started-tsanhawn9y",
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"name": "example-get-started"
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}
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]
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"tsanhawn9y".
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- `url`: The URL of the created project. You can access the project using this
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URL. In this example, the project URL is
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`https://studio.iterative.ai/user/amritghimire/projects/example-get-started-tsanhawn9y`.
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`https://studio.datachain.ai/user/amritghimire/projects/example-get-started-tsanhawn9y`.
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- `name`: The name of the created project. In this example, the project name is
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"example-get-started".
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import requests
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url = "https://studio.iterative.ai/api/create-project"
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url = "https://studio.datachain.ai/api/create-project"
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token = os.environ["DVC_STUDIO_TOKEN"]
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payload = json.dumps({
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"repo_url": "https://github.com/amritghimire/monorepo-model-registry-fixture",
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<tab title="CLI">
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```cli
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$ curl --location 'https://studio.iterative.ai/api/create-project' \
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$ curl --location 'https://studio.datachain.ai/api/create-project' \
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--header "Authorization:token ${DVC_STUDIO_TOKEN}" \
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--header 'Content-Type: application/json' \
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--data '{
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<admon type="tip">
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If you are interacting with Self hosted Studio, remember to replace the URL
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https://studio.iterative.ai with the URL of the self-hosted studio.
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https://studio.datachain.ai with the URL of the self-hosted studio.
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</admon>
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[DVC Studio client access token]:

content/docs/studio/rest-api/download-model.md

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import requests
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url = "https://studio.iterative.ai/api/model-registry/get-download-uris"
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url = "https://studio.datachain.ai/api/model-registry/get-download-uris"
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token = os.environ["DVC_STUDIO_TOKEN"]
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headers = {"Authorization": f"token {token}"}
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params = {
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```cli
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$ curl "https://studio.iterative.ai/api/model-registry/[email protected]:iterative/demo-bank-customer-churn.git&name=randomforest-model&version=v2.0.0" --header "Authorization:token ${DVC_STUDIO_TOKEN}"
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$ curl "https://studio.datachain.ai/api/model-registry/[email protected]:iterative/demo-bank-customer-churn.git&name=randomforest-model&version=v2.0.0" --header "Authorization:token ${DVC_STUDIO_TOKEN}"
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{
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".mlem/model/clf-model": "https://sandbox-datasets-iterative.s3.amazonaws.com/bank-customer-churn/86/bd02376ac675568ba2fac566169ef9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIAU7UXIWDIQFPCO76Q%2F20230706%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20230706T134619Z&X-Amz-Expires=3600&X-Amz-SignedHeaders=host&X-Amz-Signature=6807259ddd1f4448ed1e3c5d4503039884f7779381ee556175096b0a884ba1a6"

content/docs/studio/rest-api/index.md

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The API is hosted under the `/api` route on the DVC Studio server:
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- https://studio.iterative.ai/api, or
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- https://studio.datachain.ai/api, or
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- https://your-domain/api in case of
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[self-hosted DVC Studio](/doc/studio/self-hosting/installation).
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content/docs/studio/user-guide/account-management/index.md

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[data remote]: /doc/user-guide/data-management/remote-storage
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[settings]: https://studio.iterative.ai/user/_/settings
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[settings]: https://studio.datachain.ai/user/_/settings
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Finally, click `Save credentials`.
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The available scopes are:
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- `Experiment operations` - DVC uses this scope to share [live experiments] and to
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notify [Studio](https://studio.iterative.ai/) about [pushed experiments].
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notify [Studio](https://studio.datachain.ai/) about [pushed experiments].
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- `Dataset operations` - [Coming soon](https://cloud.dvc.ai).
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- `Model registry operations` - like downloading model using
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`dvc artifacts get`.

content/docs/studio/user-guide/experiments/create-a-project.md

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To add a new project, follow these steps.
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1. Sign in to [DVC Studio](https://studio.iterative.ai/) using your GitHub.com,
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1. Sign in to [DVC Studio](https://studio.datachain.ai/) using your GitHub.com,
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GitLab.com, or Bitbucket.org account, or with your email address.
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2. Click on `Add a Project`. All the organizations that you have access to will

content/docs/studio/user-guide/git-connections/custom-gitlab-server.md

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- Go to you team’s settings at
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`https://studio.iterative.ai/team/<your team name>/settings`
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`https://studio.datachain.ai/team/<your team name>/settings`
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- In the `GitLab connections` section, click on the `Connect GitLab server`
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button
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- Enter the URL and token in the form that opens up
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Connecting to a self-hosted GitLab server is different from connecting to your
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account on GitLab SaaS ([gitlab.com](http://gitlab.com/)). To connect to GitLab
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SaaS go to the `Git integrations` section in your
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[personal profile settings](https://studio.iterative.ai/user/_/profile). If you
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[personal profile settings](https://studio.datachain.ai/user/_/profile). If you
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signed up to use DVC Studio using your GitLab account, you may already have this
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connection.
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content/docs/studio/user-guide/model-registry/view-and-compare-models.md

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latter.
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[gto]: /doc/gto
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[models dashboard]: https://studio.iterative.ai/team/Iterative/models
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[models dashboard]: https://studio.datachain.ai/team/Iterative/models
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[model detail page]:
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https://studio.iterative.ai/team/Iterative/models/PTzV-9EJgmZ6TGspXtwKqw==/lightgbm-model/v2.0.1
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https://studio.datachain.ai/team/Iterative/models/PTzV-9EJgmZ6TGspXtwKqw==/lightgbm-model/v2.0.1

content/docs/studio/user-guide/openid-connect.md

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### Generic configuration details
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- OpenID Connect Discovery URL:
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https://studio.dvc.ai/api/.well-known/openid-configuration
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https://studio.datachain.ai/api/.well-known/openid-configuration
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- Subject claim format: `credentials:{owner}/{name}` where `{owner}` is the name
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of the DVC Studio **user** or **team** owning the credentials, and `{name}` is
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}
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locals {
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provider = "studio.dvc.ai/api"
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provider = "studio.datachain.ai/api"
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condition = "credentials:example-team/example-credentials"
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}
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}
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locals {
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}
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content/docs/studio/user-guide/single-sign-on.md

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Once the SSO configuration is complete users can login to DVC Studio by opening
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their team's login page `http://studio.iterative.ai/api/teams/<TEAM_NAME>/sso`
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their team's login page `http://studio.datachain.ai/api/teams/<TEAM_NAME>/sso`
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in their browser. They can also login directly from their Okta end-user
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dashboards by clicking on the DVC Studio integration icon.
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option).
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3. Enter any name (eg, `DVC Studio`) as the `App name`.
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4. `Single sign-on URL`:
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[https://studio.iterative.ai/api/teams/<TEAM_NAME>/saml/consume](https://studio.iterative.ai/api/teams/<TEAM_NAME>/saml/consume)
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[https://studio.datachain.ai/api/teams/<TEAM_NAME>/saml/consume](https://studio.datachain.ai/api/teams/<TEAM_NAME>/saml/consume)
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(Replace <TEAM_NAME> with the name of your team in Studio.
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5. `Audience URI (SP Entity ID)`: https://studio.iterative.ai/api/saml
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5. `Audience URI (SP Entity ID)`: https://studio.datachain.ai/api/saml
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6. `Name ID Format`: Persistent
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7. `Application username (NameID)`: Okta username
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8. `Attribute Statements (optional)`: 1. `Name`: email 2. `Name format`: URI
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<admon>
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The Single Sign-on URL for your team is
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[https://studio.iterative.ai/api/teams/<TEAM_NAME>/sso](https://studio.iterative.ai/api/teams/<TEAM_NAME>/saml/consume).
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[https://studio.datachain.ai/api/teams/<TEAM_NAME>/sso](https://studio.datachain.ai/api/teams/<TEAM_NAME>/saml/consume).
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Users that you assign to your team can login to DVC Studio by opening the
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Single Sign-on URL and providing their Okta login credentials.
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content/docs/studio/user-guide/team-collaboration/index.md

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Once the SSO configuration is complete, users can login to DVC Studio using
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their team's login page at
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`http://studio.iterative.ai/api/teams/<TEAM_NAME>/sso`. They can also login
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`http://studio.datachain.ai/api/teams/<TEAM_NAME>/sso`. They can also login
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directly from their Okta dashboards by clicking on the DVC Studio integration
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icon.
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content/docs/studio/user-guide/troubleshooting.md

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## Support
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If you need further help, you can send us a message using `Help` on the
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[DVC Studio website](https://studio.iterative.ai). You can also
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[DVC Studio website](https://studio.datachain.ai). You can also
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[email us](mailto:[email protected]), create a support ticket on
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[GitHub](https://github.com/iterative/studio-support) or join the discussion in
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[Discord](https://discord.com/invite/dvwXA2N).
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## Questions or problems with billing and payment
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Check out the [Frequently Asked Questions](https://studio.iterative.ai/faq) to
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Check out the [Frequently Asked Questions](https://studio.datachain.ai/faq) to
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see if your questions have already been answered. If you still have problems,
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please [contact us](#support).
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content/docs/use-cases/data-registry/tutorial.md

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![Download Registry Datasets](https://static.iterative.ai/img/registry-download-datasets.gif)
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[remote storage]: /doc/user-guide/data-management/remote-storage
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[DVC Studio]: https://studio.iterative.ai
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[DVC Studio]: https://studio.datachain.ai
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[Version numbers]: /doc/studio/user-guide/model-registry/register-version
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[stages]: /doc/studio/user-guide/model-registry/assign-stage
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[semantic versioning]: https://semver.org

content/docs/use-cases/model-registry.md

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To begin with this integrated approach to managing your ML models, [start
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managing models] with DVC!
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[DVC Studio]: https://studio.iterative.ai
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[DVC Studio]: https://studio.datachain.ai
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[gitops]: https://www.gitops.tech/
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[versions]: /doc/use-cases/versioning-data-and-models
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[start managing models]: /doc/start/model-registry

content/docs/user-guide/data-management/discovering-and-accessing-data.md

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[DVC Studio]: https://studio.datachain.ai
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[tutorial]: /doc/use-cases/data-registry/tutorial#sharing-and-managing-artifacts

content/docs/user-guide/env.md

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/doc/user-guide/experiment-management/sharing-experiments#push-experiments
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[send live metrics and plots]:
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/doc/studio/user-guide/experiments/live-metrics-and-plots
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[dvc studio]: https://studio.iterative.ai
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[dvc studio]: https://studio.datachain.ai

content/docs/user-guide/experiment-management/comparing-experiments.md

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[dvc extension for vs code]:
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https://marketplace.visualstudio.com/items?itemName=Iterative.dvc
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[dvc studio]: https://studio.datachain.ai
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[sharing experiments]: /doc/user-guide/experiment-management/sharing-experiments
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[visualizing and comparing experiments]:
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/doc/studio/user-guide/experiments/visualize-and-compare

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