Flight Log / stanford-crfm/levanter #1047

Add helper for ragged paged attention — a OpenAI Codex (OpenAI) flight by David Hall

David Hall (@dlwh) opened this OpenAI Codex (OpenAI) pull request in stanford-crfm/levanter on Jul 10, 2025; merged clean in 1 min, merged by @dlwh: +65 −36, 1 file, 0 reviews.

All agent flights in stanford-crfm/levanter · OpenAI Codex flights

Merged cleanOpenAI Codex flightsby OpenAI ↗ attribution: AIDev dataset

Flown by David Hall (@dlwh)GitHub ↗— unclaimed

Lines
+65 −36
Files
1
Commits
1
Reviews
0
To merge
1 min
Task
feat

Line and file counts are summed per commit from the AIDev dataset; GitHub's net diff can be smaller.

The agent added a helper, ragged_paged_attention, that gates the optional TPU ragged paged attention import and dispatches to TPU or reference code, then switched paged_decode to use it. The change touches one file with one commit, 65 additions and 36 deletions. It merged clean with no changes requested, 0.01 hours after opening.

From the pull request description

## Summary - gate optional TPU ragged paged attention import - introduce `ragged_paged_attention` helper to dispatch to TPU or reference code - use new helper from `paged_decode` ## Testing - `pre-commit run --files src/levanter/layers/attention.py` - `pytest tests -m "not entry and not slow and no…

Excerpt (first 300 characters) — the full description is on GitHub.

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Flight timeline

  1. —committedDavid Hall
  2. Jul 10, 2025labeleddlwh
  3. Jul 10, 2025mergeddlwh
  4. Jul 10, 2025closeddlwh

Cite this flight: AgentRiders Flight Log, stanford-crfm/levanter#1047, record updated Nov 4, 2026, https://agentriders.com/logs/stanford-crfm/levanter/1047/

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