Pith Number

pith:X6W245LL

pith:2025:X6W245LLDMBZZ2BYL3EPNC3FHL

not attested not anchored not stored refs pending

FinLoRA: Benchmarking LoRA Methods for Fine-Tuning LLMs on Financial Datasets

Dannong Wang, Daochen Zha, Jaisal Patel, Steve Y. Yang, Xiao-Yang Liu

arxiv:2505.19819 v1 · 2025-05-26 · cs.CE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X6W245LLDMBZZ2BYL3EPNC3FHL}

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

2 papers in Pith

EEVEE: Towards Test-time Prompt Learning in the Real World for Self-Improving Agents

Point-in-Time Financial RAG with Frozen LLMs and Market-Feedback Adaptive Retrieval

Receipt and verification

First computed	2026-07-05T11:09:48.346731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bfadae756b1b039ce8385ec8f68b653aea8b15987c1b26e82033be612edd65df

Aliases

arxiv: 2505.19819 · arxiv_version: 2505.19819v1 · doi: 10.48550/arxiv.2505.19819 · pith_short_12: X6W245LLDMBZ · pith_short_16: X6W245LLDMBZZ2BY · pith_short_8: X6W245LL

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/X6W245LLDMBZZ2BYL3EPNC3FHL \
  | 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: bfadae756b1b039ce8385ec8f68b653aea8b15987c1b26e82033be612edd65df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bb12200d87486d9470ea06fad7c84290777fc673075407887f94c4b4c89285e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2025-05-26T10:58:51Z",
    "title_canon_sha256": "22f32301814573c78789761964ad47349593a088275782842bfd5cff93cac2b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19819",
    "kind": "arxiv",
    "version": 1
  }
}