Pith Number

pith:YAPEDO6D

pith:2024:YAPEDO6DX7JSSH2Y22E4664LWX

not attested not anchored not stored refs pending

Gradient Weight-normalized Low-rank Projection for Efficient LLM Training

Evangelos Kanoulas, Hongyi Zhu, Jia-Hong Huang, Stevan Rudinac, Yixian Shen

arxiv:2412.19616 v2 · 2024-12-27 · 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{YAPEDO6DX7JSSH2Y22E4664LWX}

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

SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation

Receipt and verification

First computed	2026-07-05T09:56:58.458273Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c01e41bbc3bfd3291f58d689cf7b8bb5e9a62620ba1f8800f4f81688ec020656

Aliases

arxiv: 2412.19616 · arxiv_version: 2412.19616v2 · doi: 10.48550/arxiv.2412.19616 · pith_short_12: YAPEDO6DX7JS · pith_short_16: YAPEDO6DX7JSSH2Y · pith_short_8: YAPEDO6D

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/YAPEDO6DX7JSSH2Y22E4664LWX \
  | 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: c01e41bbc3bfd3291f58d689cf7b8bb5e9a62620ba1f8800f4f81688ec020656

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6cbed8de485e75d00fb7aaaebbc2587be0c4f7a1e246e714864b6982ded8b973",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-27T12:23:39Z",
    "title_canon_sha256": "655f3e88f2959156d47474dce8a067362cadbd661c1e001cf78fbeed7ff42c3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19616",
    "kind": "arxiv",
    "version": 2
  }
}