Preserve DOCCI acquisition candidate
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README.md
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license: cc-by-4.0
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language:
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- en
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task_categories:
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- visual-question-answering
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# SetGround DOCCI
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来源为Google LLC发布、Onoe等构建的[DOCCI](https://google.github.io/docci/)(ECCV 2024),图像与描述遵守[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)。本派生版本改变了图像分组、描述截取、排列和train内开发划分,并非官方新benchmark。完整原描述保留作来源与监督参考,不能进入部署观察。
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train=1548、dev=318、test=941组,每组5图;同一源ID/文件名只出现一次。pilot为64/16/32组、560图,按cluster轮流固定采样,不按模型成绩挑选。共享类别和复现实体仍存在,不是独立场景划分;summary报告共享标签。首句可能已经充分辨识,cluster不保证难度,没有过滤已知失败例。
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## 文件与权限边界
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- actors.jsonl.gz:每行id、split、candidate_images(5个文件名)、initial_descriptions(5行初始描述)。candidate_images在图片archive的images/下;全量图片可从固定上游archive恢复,当前HF只含pilot。
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- oracle.jsonl.gz:同id的assignment(0-based列排列)、candidate/target_example_ids、完整描述、官方split、cluster和entity_tags。只用于来源、训练监督和评测,不供actor、问题生成器或Director读取。
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- pilot.json:固定三split的episode IDs;omitted.jsonl.gz:每个未使用源ID及原因。
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- summary.json:源GCS generation/MD5/SHA、任务数量/共享实体/构建检查、源码和配置;images-summary.json:每图文件SHA、decoded RGB SHA、尺寸、episode/split、archive路径和完整上游图片archive SHA。
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- pilot-images.tar:560张未改动JPEG;精确像素重复检查见images-summary,不等于近重复或物理场景独立。
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## 复现
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Git <https://github.com/luojiaxuan/cvpr-multimodal-evidence>;任务源码 `30298d1cbe904b3978bc7dded3633ba60706324d`,图片源码 `bd1d8873ae2c95fecb8b28bf0d922b2e94cc6afa`。
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在源码根运行 `python3 code/prepare_setground_docci_tasks.py --config code/configs/setground_docci_tasks.json --output <tasks> --code-revision 30298d1cbe904b3978bc7dded3633ba60706324d`;图片用 `python3 code/prepare_setground_docci_images.py --tasks <tasks> --output <images> --code-revision bd1d8873ae2c95fecb8b28bf0d922b2e94cc6afa`。
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上游描述、metadata及图片的固定URL/generation/大小/MD5均在summary;图片流式读取整个7.59GBarchive但只落盘pilot,不需要把大包放在Mac。可从本HF固定revision直接下载任务和pilot图片。尚未取得新视觉交互证据,不把这份数据准备当作学习或RL效果。
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license: cc-by-4.0
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# SetGround DOCCI artifacts
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Derived from Google DOCCI (Onoe et al., ECCV 2024), under CC BY 4.0.
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- [Fixed tasks and 560 pilot images](snapshots/2026-10-24-task-manifest-v1/README.md).
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- [Fixed-model acquisition recovery snapshots](snapshots/2026-10-24-acquisition-h100-v1). Each stage has a manifest and archive; stage exit codes and per-shard receipts identify completed versus partial data.
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Model-generated answers are simulated, not human annotations. No learned-policy or RL result is claimed. Use the immutable revision recorded by the Git execution receipt for reproducible recovery.
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snapshots/2026-10-24-acquisition-h100-v1/candidate/README.md
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# DOCCI fixed-model acquisition recovery snapshot
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Source: Google DOCCI, CC BY 4.0; source task revision a6507175f04f78d0ef0449bef8dcad0e7f566398. Generated questions and simulated answers are not human annotations or learned-policy results.
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The archive contains plan.json, runtime.json, logs, per-episode candidate/director outputs, and per-call evidence and physical-call ledgers. Missing stages remain incomplete. Restore under the same container input/cache paths to preserve resume identities; images and pinned model snapshots are downloaded separately. See manifest.json for member SHA256.
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Code: https://github.com/luojiaxuan/cvpr-multimodal-evidence; runtime.json records the runner revision. Generation: run_setground_docci_batch.py --root <persistent-root> --deadline <unix> --revision <git-sha> --prefix <snapshot-prefix>. Four explicit granted GPUs, 16 fixed shards; science configuration and both model revisions are in plan.json.
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snapshots/2026-10-24-acquisition-h100-v1/candidate/acquisition.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:e2f8740a82b837f67de5265a9adcd08bfbbc4329baeb6f27d0942ddf7e0ded6e
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size 75660
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snapshots/2026-10-24-acquisition-h100-v1/candidate/manifest.json
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{
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"archive_bytes": 75660,
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"archive_sha256": "e2f8740a82b837f67de5265a9adcd08bfbbc4329baeb6f27d0942ddf7e0ded6e",
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"files": [
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{
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"bytes": 69535,
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"path": "plan.json",
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},
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{
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"bytes": 10235,
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"path": "runtime.json",
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{
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"bytes": 3881,
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"path": "logs/bootstrap-attempt-01.log",
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"path": "logs/candidate-00.log",
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}
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],
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"stage": "candidate"
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}
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