Pith Number

pith:YW2XPZ7U

pith:2024:YW2XPZ7UPNCORLBPXYTLSWAJC4

not attested not anchored not stored refs pending

Numerical Pruning for Efficient Autoregressive Models

Bo Chen, Hao Tan, Jing Liu, Jiuxiang Gu, Pu Zhao, Ruiyi Zhang, Ryan A. Rossi, Tong Sun, Tong Yu, Xiang Chen, Xuan Shen, Yanzhi Wang, Yufan Zhou, Yufa Zhou, Zhao Song

arxiv:2412.12441 v1 · 2024-12-17 · 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{YW2XPZ7UPNCORLBPXYTLSWAJC4}

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

Only Large Weights (And Not Skip Connections) Can Prevent the Perils of Rank Collapse

Receipt and verification

First computed	2026-07-05T09:50:14.960811Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5b577e7f47b44e8ac2fbe26b958091719e007439f722e03df4f3aa588edbe43

Aliases

arxiv: 2412.12441 · arxiv_version: 2412.12441v1 · doi: 10.48550/arxiv.2412.12441 · pith_short_12: YW2XPZ7UPNCO · pith_short_16: YW2XPZ7UPNCORLBP · pith_short_8: YW2XPZ7U

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/YW2XPZ7UPNCORLBPXYTLSWAJC4 \
  | 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: c5b577e7f47b44e8ac2fbe26b958091719e007439f722e03df4f3aa588edbe43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4cf199b39059085f00f13f59bbacb7c8db4d131bdcb2784f68dd39e759a9d2b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-17T01:09:23Z",
    "title_canon_sha256": "3eac0238e2985f8b1454d2f0d1735ad6c98567e4c2ee78119d776adabe247026"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12441",
    "kind": "arxiv",
    "version": 1
  }
}