Pith Number

pith:GEG4RDLR

pith:2025:GEG4RDLRLSX4QRDWQ7FL5RZY35

not attested not anchored not stored refs pending

FLoE: Fisher-Based Layer Selection for Efficient Sparse Adaptation of Low-Rank Experts

Haobo Wang, Junbo Zhao, Lirong Gao, Xinyi Wang, Yiming Zhang

arxiv:2506.00495 v1 · 2025-05-31 · cs.LG · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GEG4RDLRLSX4QRDWQ7FL5RZY35}

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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

One Algorithm, Two Goals: Dual Scoring for Parameter and Data Selection in LLM Fine-Tuning

Receipt and verification

First computed	2026-07-05T11:13:35.850750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

310dc88d715cafc8447687cabec738df5010f6cbe53473ac10495b69a218aabc

Aliases

arxiv: 2506.00495 · arxiv_version: 2506.00495v1 · doi: 10.48550/arxiv.2506.00495 · pith_short_12: GEG4RDLRLSX4 · pith_short_16: GEG4RDLRLSX4QRDW · pith_short_8: GEG4RDLR

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/GEG4RDLRLSX4QRDWQ7FL5RZY35 \
  | 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: 310dc88d715cafc8447687cabec738df5010f6cbe53473ac10495b69a218aabc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7969624c45a95e1fdec48eac262cb145fcbe1bf83d63c4fa1a16ce90e3dedf53",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-31T10:27:08Z",
    "title_canon_sha256": "c039b3357145d361696adab019393aba21fecb152be3e34b308f6696da5c481c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00495",
    "kind": "arxiv",
    "version": 1
  }
}