Pith Number

pith:7TPGR7V4

pith:2024:7TPGR7V4ZEAMOLG4V4WSBZ4JFA

not attested not anchored not stored refs pending

Tuning Language Models by Proxy

Alisa Liu, Noah A. Smith, Xiaochuang Han, Yejin Choi, Yizhong Wang, Yulia Tsvetkov

arxiv:2401.08565 v4 · 2024-01-16 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7TPGR7V4ZEAMOLG4V4WSBZ4JFA}

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.

Cited by

7 papers in Pith

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Complementing reinforcement learning with SFT through logit averaging in the post training of LLMs

A Roadmap to Pluralistic Alignment

Low-rank Optimization Trajectories Modeling for LLM RLVR Acceleration

Receipt and verification

First computed	2026-07-05T08:58:21.490272Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fcde68febcc900c72cdcaf2d20e789281521f34ee197557dc0448a13416f73cb

Aliases

arxiv: 2401.08565 · arxiv_version: 2401.08565v4 · doi: 10.48550/arxiv.2401.08565 · pith_short_12: 7TPGR7V4ZEAM · pith_short_16: 7TPGR7V4ZEAMOLG4 · pith_short_8: 7TPGR7V4

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/7TPGR7V4ZEAMOLG4V4WSBZ4JFA \
  | 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: fcde68febcc900c72cdcaf2d20e789281521f34ee197557dc0448a13416f73cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96f598cb5b26730383fb66afdc19bb83d26eafd24363a1b8cac5fce767d9acf8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-16T18:49:55Z",
    "title_canon_sha256": "7c1dd806e30d6e2864ece1963be29430f79e00b0d50cfee666b7181eaaf3ffdb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.08565",
    "kind": "arxiv",
    "version": 4
  }
}