Pith Number

pith:LCUY72C2

pith:2025:LCUY72C2WWDRQXTUZU3IFNG3HE

not attested not anchored not stored refs pending

Unlock the Potential of Fine-grained LLM Serving via Dynamic Module Scaling

Chengzhong Xu, Jingfeng Wu, Kejiang Ye, Minxian Xu, Xitong Gao, Yiyuan He

arxiv:2507.18006 v1 · 2025-07-24 · 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{LCUY72C2WWDRQXTUZU3IFNG3HE}

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	2026-07-05T11:42:38.955880Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58a98fe85ab587185e74cd3682b4db390ba506625fca022cf977ddf500ada020

Aliases

arxiv: 2507.18006 · arxiv_version: 2507.18006v1 · doi: 10.48550/arxiv.2507.18006 · pith_short_12: LCUY72C2WWDR · pith_short_16: LCUY72C2WWDRQXTU · pith_short_8: LCUY72C2

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/LCUY72C2WWDRQXTUZU3IFNG3HE \
  | 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: 58a98fe85ab587185e74cd3682b4db390ba506625fca022cf977ddf500ada020

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "915f3aed7292340de118eb486b0ceda140e60e06a0a16bc65161914c7b9b3dd1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-07-24T00:49:48Z",
    "title_canon_sha256": "df233db1dc04c990e5c3619e8a4c629450dd498b789525bb364b7c7ee55fcdaf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.18006",
    "kind": "arxiv",
    "version": 1
  }
}