Pith Number

pith:LBZPNRDX

pith:2025:LBZPNRDXFYCXWYXVCYNQGI2W4T

not attested not anchored not stored refs pending

PT-MoE: An Efficient Finetuning Framework for Integrating Mixture-of-Experts into Prompt Tuning

Nigel Collier, Yixuan Su, Zongqian Li

arxiv:2505.09519 v1 · 2025-05-14 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LBZPNRDXFYCXWYXVCYNQGI2W4T}

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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

MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper

Receipt and verification

First computed	2026-07-05T11:03:09.901578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5872f6c4772e057b62f5161b032356e4f5175c676a813e888a35e0406e8ae190

Aliases

arxiv: 2505.09519 · arxiv_version: 2505.09519v1 · doi: 10.48550/arxiv.2505.09519 · pith_short_12: LBZPNRDXFYCX · pith_short_16: LBZPNRDXFYCXWYXV · pith_short_8: LBZPNRDX

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/LBZPNRDXFYCXWYXVCYNQGI2W4T \
  | 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: 5872f6c4772e057b62f5161b032356e4f5175c676a813e888a35e0406e8ae190

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40a6796f551201e7f84b7e2f70a8be2e3687da5e1f48ddb8fc14cff40afb4a18",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-14T16:16:36Z",
    "title_canon_sha256": "62b5cf24a4234da3b8a4494448102dbf4324b8fd80d4c83b98f4cce1a5f8329d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.09519",
    "kind": "arxiv",
    "version": 1
  }
}