Pith Number

pith:UVEG55YV

pith:2024:UVEG55YVSKIBVPR3FGXJZ6OQH5

not attested not anchored not stored refs pending

QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models

Changhai Zhou, Hongguang Li, Qian Qiao, Shijie Han, Yuhua Zhou

arxiv:2412.11629 v1 · 2024-12-16 · 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{UVEG55YVSKIBVPR3FGXJZ6OQH5}

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	2026-07-05T09:49:48.875742Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5486ef71592901abe3b29ae9cf9d03f5961dec49aa554cda958efb5b204595a

Aliases

arxiv: 2412.11629 · arxiv_version: 2412.11629v1 · doi: 10.48550/arxiv.2412.11629 · pith_short_12: UVEG55YVSKIB · pith_short_16: UVEG55YVSKIBVPR3 · pith_short_8: UVEG55YV

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/UVEG55YVSKIBVPR3FGXJZ6OQH5 \
  | 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: a5486ef71592901abe3b29ae9cf9d03f5961dec49aa554cda958efb5b204595a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e42467dcf76b8e998638741520e956da4b7eeb5610e6512f06222fc357018003",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-16T10:14:01Z",
    "title_canon_sha256": "03f8d0004d523d7b8b2d833bfc3615f49792e1812cda01f55afb05d8807873b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11629",
    "kind": "arxiv",
    "version": 1
  }
}