Pith Number

pith:QNGSTCB4

pith:2025:QNGSTCB4SHXTA45YQLRBCEDXTX

not attested not anchored not stored refs pending

Faster MoE LLM Inference for Extremely Large Models

Bo Du, Hai Zhao, Haoqi Yang, Luohe Shi, Mengjia Shen, Ping Wang, Qiwei Li, Zuchao Li

arxiv:2505.03531 v1 · 2025-05-06 · cs.CL · 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{QNGSTCB4SHXTA45YQLRBCEDXTX}

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

1 paper in Pith

Unveiling Instruction-Specific Neurons & Experts: An Analytical Framework for LLM's Instruction-Following Capabilities

Receipt and verification

First computed	2026-07-05T10:59:17.711457Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

834d29883c91ef3073b882e21110779def093dd0da9c0a5d7755e82a92aa473d

Aliases

arxiv: 2505.03531 · arxiv_version: 2505.03531v1 · doi: 10.48550/arxiv.2505.03531 · pith_short_12: QNGSTCB4SHXT · pith_short_16: QNGSTCB4SHXTA45Y · pith_short_8: QNGSTCB4

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/QNGSTCB4SHXTA45YQLRBCEDXTX \
  | 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: 834d29883c91ef3073b882e21110779def093dd0da9c0a5d7755e82a92aa473d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5ae12556e0514fa1cd6f2332c397c1a81b25dea8d948ab5107aefddfe42f4d95",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-06T13:41:17Z",
    "title_canon_sha256": "6ab409b9952329ffc9a732037540367b2b489d9145237c18e9978639c0a7950b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.03531",
    "kind": "arxiv",
    "version": 1
  }
}