Pith Number

pith:I5I3JWLF

pith:2024:I5I3JWLFMQYLZOY76R6RN4FAL4

not attested not anchored not stored refs pending

Learning on Model Weights using Tree Experts

Bar Cavia, Eliahu Horwitz, Jonathan Kahana, Yedid Hoshen

arxiv:2410.13569 v3 · 2024-10-17 · cs.LG · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I5I3JWLFMQYLZOY76R6RN4FAL4}

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

Can this Model Also Recognize Dogs? Zero-Shot Model Search from Weights

Receipt and verification

First computed	2026-07-05T11:14:49.809136Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4751b4d9656430bcbb1ff47d16f0a05f35ebf7aff7b58080fe877bed8f1cbd0f

Aliases

arxiv: 2410.13569 · arxiv_version: 2410.13569v3 · doi: 10.48550/arxiv.2410.13569 · pith_short_12: I5I3JWLFMQYL · pith_short_16: I5I3JWLFMQYLZOY7 · pith_short_8: I5I3JWLF

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/I5I3JWLFMQYLZOY76R6RN4FAL4 \
  | 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: 4751b4d9656430bcbb1ff47d16f0a05f35ebf7aff7b58080fe877bed8f1cbd0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c08f7be5ce7388c09eff280c7ee524b0e28cb719324266d691b23ad86dc92dcd",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-17T17:17:09Z",
    "title_canon_sha256": "5d5c7ace643a6233e5778bfedc7cf984adbe58439a0fe983e79b8ae8a52fe109"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13569",
    "kind": "arxiv",
    "version": 3
  }
}