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Docs: Inspect AI → Storage Buckets eval-log integration#2543

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davanstrien merged 2 commits into
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davanstrien:docs-buckets-inspect-ai
Jun 24, 2026
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Docs: Inspect AI → Storage Buckets eval-log integration#2543
davanstrien merged 2 commits into
huggingface:mainfrom
davanstrien:docs-buckets-inspect-ai

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@davanstrien

@davanstrien davanstrien commented Jun 9, 2026

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What

Documents the new Inspect AI → Hugging Face Storage Buckets integration. Inspect can now write eval logs directly to buckets via hf://buckets/<owner>/<bucket>/<path> fsspec paths, added in inspect_ai#4155 (merged, commit 8165dd20).

  • storage-buckets-integrations.md — adds a terse ## Inspect AI section matching the existing per-tool pattern (set INSPECT_LOG_DIR to an hf://buckets/ path; inspect eval / inspect view).
  • eval-results.md — one-line cross-link so the bucket log target is discoverable from the eval docs.

Why draft

The "See Inspect's eval logs guide" link deep-links to eval-logs.html#sec-hugging-face-storage-buckets. That section is currently in Inspect's ## Unreleased changelog and not yet on the published docs site — the anchor will resolve once Inspect ships a release including it. Holding as draft until then; will mark ready for review once the upstream section is live.

🤖 Generated with Claude Code


Note

Low Risk
Documentation-only changes with no runtime, auth, or data-handling code.

Overview
Documents Inspect AI writing evaluation logs to Hugging Face Storage Buckets via hf://buckets/ paths.

storage-buckets-integrations.md adds an Inspect AI section (same style as pandas/Datasets): auth and bucket setup, set INSPECT_LOG_DIR, then inspect eval / inspect view; notes huggingface_hub>=1.6.0 and that Inspect does not create buckets.

eval-results.md extends the existing Inspect evaluation guide link with a one-line pointer to that bucket integration anchor for community eval workflows.

Reviewed by Cursor Bugbot for commit 9b1aa58. Bugbot is set up for automated code reviews on this repo. Configure here.

Inspect AI (inspect_ai) can now write eval logs directly to HF Storage
Buckets via hf://buckets/ paths (inspect_ai#4155, merged 8165dd20).

- Add an "Inspect AI" section to the Storage Buckets integrations page
- Cross-link from eval-results.md so it's discoverable from the eval angle

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@HuggingFaceDocBuilderDev

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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

@julien-c julien-c left a comment

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very nice!

Inspect won't create the bucket and requires auth, so add `hf auth login`
+ `hf buckets create` to the example so it works end-to-end. Matches the
upstream Inspect eval-logs guide.
@davanstrien
davanstrien marked this pull request as ready for review June 22, 2026 14:13
@davanstrien

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cc @edbeeching

@julien-c julien-c left a comment

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i should have pre-approved last time:)

cc @NathanHB for viz too maybe?

@davanstrien

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@NathanHB I'll merge this already, but feel free to add comments if you want to improve / change anything

@davanstrien
davanstrien merged commit b695d61 into huggingface:main Jun 24, 2026
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@NathanHB

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That's super nice!

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4 participants