Pith Number

pith:ALKGED3G

pith:2024:ALKGED3GELRH62R4BWYPR5M2WZ

not attested not anchored not stored refs pending

Investigating Regularization of Self-Play Language Models

Abdalgader Abubaker, Mastane Achab, Mohamed El Amine Seddik, Reda Alami, Salem Lahlou

arxiv:2404.04291 v1 · 2024-04-04 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ALKGED3GELRH62R4BWYPR5M2WZ}

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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

1 paper in Pith

IRIS: Interpolative R\'enyi Iterative Self-play for Large Language Model Fine-Tuning

Receipt and verification

First computed	2026-07-05T08:05:14.503594Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02d4620f6622e27f6a3c0db0f8f59ab6750aceb75fd8de4e174434e04cada5d6

Aliases

arxiv: 2404.04291 · arxiv_version: 2404.04291v1 · doi: 10.48550/arxiv.2404.04291 · pith_short_12: ALKGED3GELRH · pith_short_16: ALKGED3GELRH62R4 · pith_short_8: ALKGED3G

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/ALKGED3GELRH62R4BWYPR5M2WZ \
  | 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: 02d4620f6622e27f6a3c0db0f8f59ab6750aceb75fd8de4e174434e04cada5d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfa55a55757c8a1757a0b0700205408cc0df1ed566f735a94b84f9f40a7f1475",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-04T05:38:44Z",
    "title_canon_sha256": "dfa58ca2aad5d9cc6ae05358d18a617ce2eca118086436aca132d388a0bc2e06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.04291",
    "kind": "arxiv",
    "version": 1
  }
}