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2026.RA.Auction-Raw

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rational-agents
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negotiation
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Auction campaigns, instructed ring and the valuation-posterior KV prefix: raw run directories

The run directories of the auction line of the programme (research notes 0055, 0066 and 0072; 15 to 20 August 2026): the auction campaign cells and benchmark checks (auction/: free, no-key, sealed APV and IPV, SAA and cache-cost cells), the PkgB staging that became 2026.RA.Auction-PkgB-Opus48, the instructed-ring campaign (rl_ring_v1, rl_ring_v2, rl_ring_v2calib, the hf_upload/ring_opus48_v1 staging of 2026.RA.Auction-InstructedRing-Opus48), and the valuation-posterior KV-prefix feasibility work (qkv_val_prefix, qkv_val_prefix_hf, qkv_rl_smoke_artifacts and the two state notes, curated as 2026.RA.Auction-ValuationPosterior-KVPrefix).

Research notes 0055, 0066, 0072 (experiments/rational_agents/research-notes/ in the private mats-ii repository (github.com/Sid-MB/mats-ii)) describe the runs.

Families

  • auction_campaigns: the auction campaign cells and benchmark checks and the PkgB Hub staging (notes 0055, 0066)
  • ring_and_kv_prefix: the instructed-ring RL runs, the ring Hub staging, the valuation-posterior KV-prefix feasibility runs and their state notes (notes 0066, 0072)

Contents

8 tarballs, 10158 files, 2.01 GB unpacked, 0.30 GB here. Each tarball unpacks to the directory it is named after (member paths start with that name); MANIFEST.json lists every tarball with its sha256, file count, sizes, newest modification time and, for code snapshots, the git HEAD the tree was at.

family tarball source entry files raw GB packed GB newest file
auction_campaigns auction_campaigns/auction.tar.zst rational_agents/auction 10092 1.70 0.06 2026-08-19
ring_and_kv_prefix ring_and_kv_prefix/qkv_prefix_smoke_state.md.tar.zst qkv_prefix_smoke_state.md 1 0.00 0.00 2026-08-20
ring_and_kv_prefix ring_and_kv_prefix/qkv_rl_smoke_artifacts.tar.zst qkv_rl_smoke_artifacts 31 0.10 0.06 2026-08-19
ring_and_kv_prefix ring_and_kv_prefix/qkv_rl_smoke_state.md.tar.zst qkv_rl_smoke_state.md 1 0.00 0.00 2026-08-20
ring_and_kv_prefix ring_and_kv_prefix/qkv_val_prefix.tar.zst qkv_val_prefix 10 0.02 0.01 2026-08-19
ring_and_kv_prefix ring_and_kv_prefix/rl_ring_v1.tar.zst rl_ring_v1 15 0.19 0.17 2026-08-19
ring_and_kv_prefix ring_and_kv_prefix/rl_ring_v2.tar.zst rl_ring_v2 4 0.00 0.00 2026-08-20
ring_and_kv_prefix ring_and_kv_prefix/rl_ring_v2calib.tar.zst rl_ring_v2calib 4 0.00 0.00 2026-08-19

Entries that were already on the Hub

These sibling entries of the same workspace were not packed here: every one of their files was found, with equal size and hash, in the curated repository named, so the local copy was deleted with a breadcrumb pointing there.

source entry repository files
hf_upload/ring_opus48_v1 siddharthmb/2026.RA.Auction-InstructedRing-Opus48 63
qkv_val_prefix_hf siddharthmb/2026.RA.Auction-ValuationPosterior-KVPrefix 7
rational_agents/hf_auction_pkgb siddharthmb/2026.RA.Auction-PkgB-Opus48 114

How to unpack 

hf download siddharthmb/2026.RA.Auction-Raw --repo-type dataset --local-dir 2026.RA.Auction-Raw
cd 2026.RA.Auction-Raw && for f in */*.tar.zst; do tar -I zstd -xf "$f"; done   # or one tarball at a time

zstd 1.4 or newer; GNU tar. A tarball's members are relative paths starting with the source entry's name, so unpacking several in one directory recreates the workspace layout.

Related repositories

Provenance

Archived from /nlp/scr/siddharth/ii_mats on 2026-10-11 by the MATS archive job 17819016 of the transcoder-adapters cleanup (report claude_updates/memory/reports/mats_archive.md in that repository). Run directories were packed unchanged (tar --sort=name | zstd -10) except that .git/ directories (histories live in the private mats-ii repository), .cache/ upload bookkeeping and __pycache__/ were left out of every tarball. Every file name and every text file was scanned for credentials before upload (Hub, Anthropic, OpenAI, AWS and W&B key shapes, private-key headers, credential URLs, paths of the secrets store); the report lists what was excluded. The local copy was deleted after every uploaded file was verified on the Hub by name, size and hash, and a <name>.txt breadcrumb naming this repository was left beside it.
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