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…dling (#3131) GDPVal comparisons can miss benchmark inputs nested under `reference_files/`, and panel members can be routed through a proxy that fixes the upstream model. This PR adds opt-in recursive input loading and separate GPT, Gemini, and Claude proxies with provider-specific document handling and request limits. - Read nested benchmark inputs, optionally from a validated prepared candidate tree, while keeping submission directories shallow. Both input-reading options remain off by default. - Preserve attachment-omission evidence and enforce image, video-count, and serialized-request limits for each judge. - Allow explicitly listed unfinished candidate tasks to count as audited losses in Stage 1 only. Report actual judged coverage and imputed losses separately; do not reuse imputed losses as cached judgments. - Optionally reassign unavailable references while preserving matchup counts. Missing references never produce automatic wins. The HSG launcher, Office/video/audio preparation, workflow tests, and Slurm guide are split into dependent PR #3550. This core PR does not add cluster scripts or change the reference Elo anchors. Validation: 410 tests passed across the seven core suites, with no skips. Scoped pre-commit and Fern checks passed; Fern's authenticated redirect check was unavailable. No remaining core imports or documentation links depend on the extracted HSG files. Restoring the dependent PR produces the exact original tree at `3d806ab3a`, including file modes; this split changes no implementation behavior. Known limitation: inherited ZIP extraction can still omit oversized members without passing omission markers into the judge request. This split does not resolve that input-fidelity issue. No new live rollout or judging run was launched for the file-only split. --------- Signed-off-by: Serge Panev <spanev@nvidia.com>
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Keep the launcher, preparation utilities, workflow tests, and guide separate from the core judge fixes. Preserve their original contents and file modes. Signed-off-by: Serge Panev <spanev@nvidia.com>
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What does this PR do?
Provides an optional HSG recipe for the existing rollout → preconvert → judge workflow, based directly on
gdpval-devel. Core judge fixes are already merged in #3131.run_aav2.shsubmits each phase separately or imports existing rollouts for fresh judging. Run snapshots preserve the source, dataset, reference paths/Elo anchors, and judging settings.This PR is independent of #3665. It retains its existing local preparation helpers so either PR can merge first. Switching HSG to the shared core helpers is deferred until #3665 merges.
The 20 workflow/test/guide files are unchanged from the original HSG split at
c4b1475b3; only the base has been updated to the mergedgdpval-devel. The scripts retain their HSG filesystem and Slurm/Apptainer assumptions; accounts, images, checkpoint profiles, and reference configurations are supplied externally. No new scheduler or orchestration layer is introduced.Validation: 143 existing workflow tests passed with no skips, including real FFmpeg conversion and local launcher/process fixtures. Repository-wide pre-commit passed. No new live rollout or judging campaign was run for this rebase.
Known limitation: inherited ZIP extraction in judging can omit oversized members without passing omission markers to the judge. This rebase preserves existing behavior.
Checklist
pre-commit run --all-files).git commit -s).