Pith Number

pith:JEPUX3UN

pith:2025:JEPUX3UNRZ6PY6CGBTIW6DD37L

not attested not anchored not stored refs pending

Universality of Layer-Level Entropy-Weighted Quantization Beyond Model Architecture and Size

Alireza Behtash, David Stout, Ethan Baird, Hossein Moghimifam, Joel Dennison, Marijan Fofonjka, Tyler Mauer

arxiv:2503.04704 v2 · 2025-03-06 · 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{JEPUX3UNRZ6PY6CGBTIW6DD37L}

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	2026-07-05T10:26:17.149804Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

491f4bee8d8e7cfc78460cd16f0c7bfac17c3de3a510c4cf26d69c6fc4009b74

Aliases

arxiv: 2503.04704 · arxiv_version: 2503.04704v2 · doi: 10.48550/arxiv.2503.04704 · pith_short_12: JEPUX3UNRZ6P · pith_short_16: JEPUX3UNRZ6PY6CG · pith_short_8: JEPUX3UN

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/JEPUX3UNRZ6PY6CGBTIW6DD37L \
  | 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: 491f4bee8d8e7cfc78460cd16f0c7bfac17c3de3a510c4cf26d69c6fc4009b74

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ddb34e1e8558231fc43968c8e84680d7f813356ba64826d9141d7057b2d6465b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-06T18:54:32Z",
    "title_canon_sha256": "ba863a7e73bea7533d208744a3a34b9b4cf57c224a1630c77b56403ffc5480e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.04704",
    "kind": "arxiv",
    "version": 2
  }
}