Pith Number

pith:VCY6QYJU

pith:2024:VCY6QYJUC5D74CIWMFTRABMMZ5

not attested not anchored not stored refs pending

Fast Inference for Augmented Large Language Models

Cong Liang, Michael Mitzenmacher, Minlan Yu, Qianru Lao, Rana Shahout, Shiji Xin, Yong Cui

arxiv:2410.18248 v2 · 2024-10-23 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VCY6QYJUC5D74CIWMFTRABMMZ5}

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

3 papers in Pith

Taming Request Imbalance: SLO-Aware Scheduling for Disaggregated LLM Inference

PALS: Power-Aware LLM Serving for Mixture-of-Experts Models

Taming Request Imbalance: SLO-Aware Scheduling for Disaggregated LLM Inference

Receipt and verification

First computed	2026-07-05T09:26:31.922425Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8b1e861341747fe0916616710058ccf4997b1623515699aa71e7179b61727a4

Aliases

arxiv: 2410.18248 · arxiv_version: 2410.18248v2 · doi: 10.48550/arxiv.2410.18248 · pith_short_12: VCY6QYJUC5D7 · pith_short_16: VCY6QYJUC5D74CIW · pith_short_8: VCY6QYJU

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/VCY6QYJUC5D74CIWMFTRABMMZ5 \
  | 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: a8b1e861341747fe0916616710058ccf4997b1623515699aa71e7179b61727a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf2b5cabaeff265fe6e74cfa5aaa94417001afc6d92bfec69b2b997d7ae76052",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-23T19:53:30Z",
    "title_canon_sha256": "570050746df1725cae93c0f40340a51e5abe853293e97d4ad417169e5e38d6c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18248",
    "kind": "arxiv",
    "version": 2
  }
}