Pith Number

pith:L3IL7XXE

pith:2025:L3IL7XXE4YH5PGO4ETLOEPMCEF

not attested not anchored not stored refs pending

MoLEx: Mixture of Layer Experts for Finetuning with Sparse Upcycling

Rachel S.Y. Teo, Tan M. Nguyen

arxiv:2503.11144 v1 · 2025-03-14 · cs.CL · cs.AI · cs.CV · 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{L3IL7XXE4YH5PGO4ETLOEPMCEF}

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

Mixture-of-Control: State-Aware Fine-Tuning for Transformer-based Models

Receipt and verification

First computed	2026-07-05T10:31:12.865268Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ed0bfdee4e60fd799dc24d6e23d822159fe53204c39e0f423c58203276b0465

Aliases

arxiv: 2503.11144 · arxiv_version: 2503.11144v1 · doi: 10.48550/arxiv.2503.11144 · pith_short_12: L3IL7XXE4YH5 · pith_short_16: L3IL7XXE4YH5PGO4 · pith_short_8: L3IL7XXE

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/L3IL7XXE4YH5PGO4ETLOEPMCEF \
  | 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: 5ed0bfdee4e60fd799dc24d6e23d822159fe53204c39e0f423c58203276b0465

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae698b8cd188257780bb84d901836f95e8cc2a8b0fa1a9fe3c46695aed1113c0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-14T07:22:07Z",
    "title_canon_sha256": "790d725d0e1be9f5baf39e9f2a0264a360b940829dc950cfccc385ad4fab6089"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.11144",
    "kind": "arxiv",
    "version": 1
  }
}