Pith Number

pith:GVM44LGR

pith:2025:GVM44LGRAQL6KS3DIHBWQMCJ2U

not attested not anchored not stored refs pending

LLMs Meet Finance: Fine-Tuning Foundation Models for the Open FinLLM Leaderboard

Agastya Mukherjee, Haizhao Yang, Mahendra Kumar, Tejas Mutneja, Varun Rao, Youran Sun

arxiv:2504.13125 v1 · 2025-04-17 · cs.CL · cs.AI · 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{GVM44LGRAQL6KS3DIHBWQMCJ2U}

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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

2 papers in Pith

FMplex: Model Virtualization for Serving Extensible Foundation Models

Towards the Next Frontier of LLMs, Training on Private Data: A Cross-Domain Benchmark for Federated Fine-Tuning

Receipt and verification

First computed	2026-07-05T10:50:37.835825Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3559ce2cd10417e54b6341c3683049d5021cc9c1bc3952e34b2e2ca8615791a1

Aliases

arxiv: 2504.13125 · arxiv_version: 2504.13125v1 · doi: 10.48550/arxiv.2504.13125 · pith_short_12: GVM44LGRAQL6 · pith_short_16: GVM44LGRAQL6KS3D · pith_short_8: GVM44LGR

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/GVM44LGRAQL6KS3DIHBWQMCJ2U \
  | 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: 3559ce2cd10417e54b6341c3683049d5021cc9c1bc3952e34b2e2ca8615791a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bafb1b0d3d01bd7ff42c43ae313afcde25d17bc247b279c798a06a925f6bb7d6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-17T17:42:02Z",
    "title_canon_sha256": "54b5020aed5c3cb3e43c1637c3b9b44d15176f5154efa895346f60bddce07eaf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.13125",
    "kind": "arxiv",
    "version": 1
  }
}