Pith Number

pith:J56YPSBA

pith:2024:J56YPSBABLDFBDOV3J4UUPBQFO

not attested not anchored not stored refs pending

Learned Best-Effort LLM Serving

Coleman Hooper, Kurt Keutzer, Sehoon Kim, Siddharth Jha, Xiaoxuan Liu

arxiv:2401.07886 v2 · 2024-01-15 · cs.LG · cs.AI · cs.CL · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J56YPSBABLDFBDOV3J4UUPBQFO}

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	2026-07-05T08:43:52.691143Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f7d87c8200ac6508dd5da794a3c302b92335485b0a192978e34fff41b9faa93

Aliases

arxiv: 2401.07886 · arxiv_version: 2401.07886v2 · doi: 10.48550/arxiv.2401.07886 · pith_short_12: J56YPSBABLDF · pith_short_16: J56YPSBABLDFBDOV · pith_short_8: J56YPSBA

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/J56YPSBABLDFBDOV3J4UUPBQFO \
  | 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: 4f7d87c8200ac6508dd5da794a3c302b92335485b0a192978e34fff41b9faa93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1a0e05de21f298d05d57e49ba9a961f6463d684f57c7dfd08bb212314af6b18",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-15T18:28:17Z",
    "title_canon_sha256": "c5b64894a0f2be78c1ba1c1edbf6f3d9d13440bfa232684ba7a53b5c3f84219e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.07886",
    "kind": "arxiv",
    "version": 2
  }
}