W&B Training: Serverless RL launch

[dbrian57]

Description

This adds documentation for the new W&B Training Serverless RL service. It includes:

• A general guide about the service
• An API reference
• A Redoc integration so that we can render the engineering team's OpenAPI spec

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Deploying docs with    Cloudflare Pages

Latest commit:	8682337
Status:	✅  Deploy successful!
Preview URL:	https://77b9f641.docodile.pages.dev
Branch Preview URL:	https://docs-training-serverless-rl.docodile.pages.dev

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[github-actions]

PR Preview: Changed content

Base preview: https://docs-training-serverless-rl.docodile.pages.dev

Added

Title	Path
Manage team settings	content/en/guides/models/app/settings-page/team-settings.md
W&B Training	content/en/guides/training/_index.md
API Reference	content/en/guides/training/api-reference.md
Prerequisites	content/en/guides/training/prerequisites.md
Serverless RL	content/en/guides/training/serverless-rl/_index.md
Available models	content/en/guides/training/serverless-rl/available-models.md
Use Serverless RL	content/en/guides/training/serverless-rl/serverless-rl.md
Usage information and limits	content/en/guides/training/serverless-rl/usage-limits.md
Use your trained models	content/en/guides/training/serverless-rl/use-trained-models.md
W&B Training API	content/en/ref/training.md
チーム設定を管理する	content/ja/guides/models/app/settings-page/team-settings.md
Manage team settings	content/ko/guides/models/app/settings-page/team-settings.md
Name=Training	assets/icons/Name=Training
Mode=Dark.Png	Mode=Dark.png
Name=Training	assets/icons/Name=Training
Mode=Dark.Svg	Mode=Dark.svg
Redoc.Html	layouts/redoc.html

Modified

Title	Path
Why is a run marked crashed in W&B when it’s training fine locally?	content/en/_index.md
Guides	content/en/guides/_index.md
W&B Core	content/en/guides/core/_index.md
Manage artifact data retention	content/en/guides/core/artifacts/manage-data/ttl.md
Create an automation	content/en/guides/core/automations/create-automations/_index.md
Configure registry access	content/en/guides/core/registry/configure_registry.md
Secrets	content/en/guides/core/secrets.md
W&B Platform	content/en/guides/hosting/_index.md
Access management	content/en/guides/hosting/iam/access-management/_index.md
Manage your organization	content/en/guides/hosting/iam/access-management/manage-organization.md
W&B Inference	content/en/guides/inference/_index.md
Available Models	content/en/guides/inference/models.md
Integrations	content/en/guides/integrations/_index.md
W&B Models	content/en/guides/models/_index.md
Settings	content/en/guides/models/app/settings-page/_index.md
Manage teams	content/en/guides/models/app/settings-page/teams.md
Manage sweeps with the CLI	content/en/guides/models/sweeps/pause-resume-and-cancel-sweeps.md
Log distributed training experiments	content/en/guides/models/track/log/distributed-training.md
What are runs?	content/en/guides/models/track/runs/_index.md
Get Started with W&B Models	content/en/guides/models_quickstart.md
W&B Quickstart	content/en/guides/quickstart.md
W&B Weave	content/en/guides/weave/_index.md
アーティファクトデータ保持の管理	content/ja/guides/core/artifacts/manage-data/ttl.md
自動化の作成	content/ja/guides/core/automations/create-automations/_index.md
Secrets	content/ja/guides/core/secrets.md
アクセス管理	content/ja/guides/hosting/iam/access-management/_index.md
あなたの組織を管理する	content/ja/guides/hosting/iam/access-management/manage-organization.md
設定	content/ja/guides/models/app/settings-page/_index.md
チームを管理する	content/ja/guides/models/app/settings-page/teams.md
Manage artifact data retention	content/ko/guides/core/artifacts/manage-data/ttl.md
Create an automation	content/ko/guides/core/automations/create-automations/_index.md
Secrets	content/ko/guides/core/secrets.md
Access management	content/ko/guides/hosting/iam/access-management/_index.md
Manage your organization	content/ko/guides/hosting/iam/access-management/manage-organization.md
Settings	content/ko/guides/models/app/settings-page/_index.md
Manage teams	content/ko/guides/models/app/settings-page/teams.md
Redirects	static/_redirects
Architecture.Png	assets/images/general/architecture.png
Body End.Html	layouts/partials/hooks/body-end.html

[mdlinville]

1. Something looks off about the image names and the imgrefs. I don't think the mode stuff should be there.
2. I don't know why I'm not getting a preview link for guides/_index.md but it now says that there are 3 major products and then goes on to list 4. https://docs-training-serverless-rl.docodile.pages.dev/guides/
3. Now, there are two separate TOC entries that both load up the quickstart. https://docs-training-serverless-rl.docodile.pages.dev/quickstart/ and https://docs-training-serverless-rl.docodile.pages.dev/guides/models_quickstart/
4. https://docs-training-serverless-rl.docodile.pages.dev/guides/models/ doesn't mention Inference outside of the marchitecture diagram.
5. https://docs-training-serverless-rl.docodile.pages.dev/guides/training/prerequisites/ is not ideal. Why not add the prereqs to https://docs-training-serverless-rl.docodile.pages.dev/guides/training/serverless-rl/serverless-rl/ (note the duplicated URL components) and/or https://docs-training-serverless-rl.docodile.pages.dev/guides/training/serverless-rl/using-trained-models/
6. Detailed pricing info belongs on https://wandb.ai/site/pricing/, probably not on https://docs-training-serverless-rl.docodile.pages.dev/guides/training/serverless-rl/usage-limits/. Understood if the current situation is temporary.
7. It might be better to combine https://docs-training-serverless-rl.docodile.pages.dev/guides/training/serverless-rl/available-models/ into https://docs-training-serverless-rl.docodile.pages.dev/guides/training/serverless-rl/using-trained-models/ unless I'm misunderstanding the contents.

[mdlinville]

1. Something looks off about the image names and the imgrefs. I don't think the mode stuff should be there. Update: This is fine and works.
2. I don't know why I'm not getting a preview link for guides/_index.md but it now says that there are 3 major products and then goes on to list 4. https://docs-training-serverless-rl.docodile.pages.dev/guides/
3. Now, there are two separate TOC entries that both load up the quickstart. https://docs-training-serverless-rl.docodile.pages.dev/quickstart/ and https://docs-training-serverless-rl.docodile.pages.dev/guides/models_quickstart/
4. https://docs-training-serverless-rl.docodile.pages.dev/guides/models/ doesn't mention Inference outside of the marchitecture diagram.
5. https://docs-training-serverless-rl.docodile.pages.dev/guides/training/prerequisites/ is not ideal. Why not add the prereqs to https://docs-training-serverless-rl.docodile.pages.dev/guides/training/serverless-rl/serverless-rl/ (note the duplicated URL components) and/or https://docs-training-serverless-rl.docodile.pages.dev/guides/training/serverless-rl/using-trained-models/
6. Detailed pricing info belongs on https://wandb.ai/site/pricing/, probably not on https://docs-training-serverless-rl.docodile.pages.dev/guides/training/serverless-rl/usage-limits/. Understood if the current situation is temporary.
7. It might be better to combine https://docs-training-serverless-rl.docodile.pages.dev/guides/training/serverless-rl/available-models/ into https://docs-training-serverless-rl.docodile.pages.dev/guides/training/serverless-rl/using-trained-models/ unless I'm misunderstanding the contents.

[mdlinville]

Just confirming that this is the correct page to link to? It doesn't mention Serverless RL or Training and it's a CoreWeave page, not a W&B page.

[ngrayluna]

(Suggestion feel free to ignore) Since the content on this page is so short, we can add this as an H2 (for now) on the training/serverless-rl/_index.md page. I agree that the TOC navigation is appealing, though.

[mdlinville]

If the entity isn't currently supported, does that change this?