Pith Number

pith:EVCKQQYY

pith:2023:EVCKQQYYDVUQUROJNB2IUXTKFG

not attested not anchored not stored refs pending

Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards

Alexandre Ram\'e, Corentin Dancette, Guillaume Couairon, Jean-Baptiste Gaya, Laure Soulier, Matthieu Cord, Mustafa Shukor

arxiv:2306.04488 v2 · 2023-06-07 · cs.LG · cs.AI · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EVCKQQYYDVUQUROJNB2IUXTKFG}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T07:01:02.525558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2544a843181d690a45c968748a5e6a29b7902d5016512bc568ca60d63cc9dcc1

Aliases

arxiv: 2306.04488 · arxiv_version: 2306.04488v2 · doi: 10.48550/arxiv.2306.04488 · pith_short_12: EVCKQQYYDVUQ · pith_short_16: EVCKQQYYDVUQUROJ · pith_short_8: EVCKQQYY

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/EVCKQQYYDVUQUROJNB2IUXTKFG \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 2544a843181d690a45c968748a5e6a29b7902d5016512bc568ca60d63cc9dcc1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cabacdfc127ffc4d4b0a6d2b89dd7f81d3e4a4c41261f733d32778fa9254f4c2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-07T14:58:15Z",
    "title_canon_sha256": "26c339f847aece3d6e106a841627fdb62335a57c90a526972b9bcc7833220405"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.04488",
    "kind": "arxiv",
    "version": 2
  }
}