Pith Number

pith:ULIP7NQL

pith:2023:ULIP7NQLCIXEB6GOK5OTNHTISE

not attested not anchored not stored refs pending

GradientCoin: A Peer-to-Peer Decentralized Large Language Models

Junze Yin, Yeqi Gao, Zhao Song

arxiv:2308.10502 v1 · 2023-08-21 · cs.LG · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ULIP7NQLCIXEB6GOK5OTNHTISE}

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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

3 papers in Pith

H$_2$O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models

Learning Decentralized LLM Collaboration with Multi-Agent Actor Critic

DeRelayL: Sustainable Decentralized Relay Learning

Receipt and verification

First computed	2026-07-05T06:43:10.240759Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2d0ffb60b122e40f8ce575d369e6891382f491cbe49b27c4229ccc8487f14d3

Aliases

arxiv: 2308.10502 · arxiv_version: 2308.10502v1 · doi: 10.48550/arxiv.2308.10502 · pith_short_12: ULIP7NQLCIXE · pith_short_16: ULIP7NQLCIXEB6GO · pith_short_8: ULIP7NQL

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/ULIP7NQLCIXEB6GOK5OTNHTISE \
  | 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: a2d0ffb60b122e40f8ce575d369e6891382f491cbe49b27c4229ccc8487f14d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d24bd3ff697f70a31209a1686ccf17ef1652ff0d0f27241790f687a81218b943",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-21T06:42:42Z",
    "title_canon_sha256": "42284cf6139947c52e0d9cbe4872df48df53014e0257fb4a607814d2136e7828"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.10502",
    "kind": "arxiv",
    "version": 1
  }
}