Skip to content

Document serverless W&B run-finished alert behavior#677

Closed
poofeth wants to merge 1 commit into
OpenPipe:mainfrom
poofeth:docs/serverless-wandb-alerts-638
Closed

Document serverless W&B run-finished alert behavior#677
poofeth wants to merge 1 commit into
OpenPipe:mainfrom
poofeth:docs/serverless-wandb-alerts-638

Conversation

@poofeth
Copy link
Copy Markdown

@poofeth poofeth commented May 11, 2026

Summary

  • document that each ServerlessBackend.train(...) call submits a separate remote training job with W&B-backed artifacts/runs
  • call out why W&B "Run finished" Slack alerts can fire once per training step
  • add a cross-link from Tracking Metrics to the ServerlessBackend lifecycle note

Fixes #638

Validation

  • rg -n "Run finished|backend\.train|one notification|serverless training lifecycle|W&B-backed artifacts" docs/fundamentals/art-backend.mdx docs/features/tracking-metrics.mdx
  • git diff --check

Note: uv run ruff check/format was not applicable because these MDX docs are parsed as Python by Ruff in this repo.

@poofeth
Copy link
Copy Markdown
Author

poofeth commented May 11, 2026

Validation evidence for this docs-only fix:

  • Confirmed the new docs text with rg -n "Run finished|backend\.train|one notification|serverless training lifecycle|W&B-backed artifacts" docs/fundamentals/art-backend.mdx docs/features/tracking-metrics.mdx.
  • Ran git diff --check; no whitespace issues.
  • uv run ruff check/format is not applicable to these MDX docs because Ruff parses them as Python in this repo.

@poofeth
Copy link
Copy Markdown
Author

poofeth commented May 11, 2026

Closing this non-bounty / low-engagement PR to keep my open review queue focused on active bounty and maintainer-requested work.

@poofeth poofeth closed this May 11, 2026
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

ServerlessBackend creates a new W&B run per training step, causing "Run finished" alerts to fire on every step

1 participant