Pith Number

pith:JMQQ4PDN

pith:2024:JMQQ4PDNP4DOLXLM6ULH6BZ4LV

not attested not anchored not stored refs pending

Foldable SuperNets: Scalable Merging of Transformers with Different Initializations and Tasks

Daniel Soudry, Edan Kinderman, Haggai Maron, Itay Hubara

arxiv:2410.01483 v2 · 2024-10-02 · 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{JMQQ4PDNP4DOLXLM6ULH6BZ4LV}

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

NAN: A Training-Free Solution to Coefficient Estimation in Model Merging

Receipt and verification

First computed	2026-07-05T11:54:28.565143Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b210e3c6d7f06e5dd6cf5167f073c5d56b0126cf6c5d452fe1bd728e0a4f19f

Aliases

arxiv: 2410.01483 · arxiv_version: 2410.01483v2 · doi: 10.48550/arxiv.2410.01483 · pith_short_12: JMQQ4PDNP4DO · pith_short_16: JMQQ4PDNP4DOLXLM · pith_short_8: JMQQ4PDN

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/JMQQ4PDNP4DOLXLM6ULH6BZ4LV \
  | 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: 4b210e3c6d7f06e5dd6cf5167f073c5d56b0126cf6c5d452fe1bd728e0a4f19f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c68bce0f4e4f85e4f65f4b17dbc46dc439b2745d4fcb4c5c8d8da235d091b2f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-02T12:34:32Z",
    "title_canon_sha256": "ff948ea388d6d8794b8f7b7cec876f1aa5493e54f27a6e6bb8749da8884285ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01483",
    "kind": "arxiv",
    "version": 2
  }
}