Pith Number

pith:P57DIAT7

pith:2025:P57DIAT7JOKEVPABWCJPXMX3SM

not attested not anchored not stored refs pending

Beyond Manually Designed Pruning Policies with Second-Level Performance Prediction: A Pruning Framework for LLMs

Yongbin Qin, Yunhe Cui, Zuxin Ma

arxiv:2508.02381 v2 · 2025-08-04 · 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{P57DIAT7JOKEVPABWCJPXMX3SM}

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	2026-07-05T11:49:12.534359Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f7e34027f4b944abc01b092fbb2fb9338f02fe7d65262358fab895effa456eb

Aliases

arxiv: 2508.02381 · arxiv_version: 2508.02381v2 · doi: 10.48550/arxiv.2508.02381 · pith_short_12: P57DIAT7JOKE · pith_short_16: P57DIAT7JOKEVPAB · pith_short_8: P57DIAT7

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/P57DIAT7JOKEVPABWCJPXMX3SM \
  | 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: 7f7e34027f4b944abc01b092fbb2fb9338f02fe7d65262358fab895effa456eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96e80ef7001d04d59b3c6dd4963b6fa16327654f517c0eb6cbc33a19f6fda9cc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-04T13:08:35Z",
    "title_canon_sha256": "34e2b204c65c779361646d1cecd16aeb5ee3d40e2908c650cd4407465f8cf089"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02381",
    "kind": "arxiv",
    "version": 2
  }
}