Pith Number

pith:HSC5N3AX

pith:2025:HSC5N3AXB7EAAZ3ZZB47ZZFS54

not attested not anchored not stored refs pending

The Scaling Law for LoRA Base on Mutual Information Upper Bound

Chang Yang, Hui Gao, Jing Zhang, Peng Zhang, Shuzhen Sun, Yuexian Hou

arxiv:2501.03152 v1 · 2025-01-06 · cs.LG · 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{HSC5N3AXB7EAAZ3ZZB47ZZFS54}

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.

Receipt and verification

First computed	2026-07-05T09:57:32.315351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c85d6ec170fc8006779c879fce4b2ef0632428c5d753bf0411d50919b8c8e96

Aliases

arxiv: 2501.03152 · arxiv_version: 2501.03152v1 · doi: 10.48550/arxiv.2501.03152 · pith_short_12: HSC5N3AXB7EA · pith_short_16: HSC5N3AXB7EAAZ3Z · pith_short_8: HSC5N3AX

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/HSC5N3AXB7EAAZ3ZZB47ZZFS54 \
  | 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: 3c85d6ec170fc8006779c879fce4b2ef0632428c5d753bf0411d50919b8c8e96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef4155bc6c558351c0f866802ede0d24d7b8807a809cafd365f34df4a3a5e9b7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-06T17:19:19Z",
    "title_canon_sha256": "974a736241330d9485e99f5ec9c708bf47e918642ee6de8c31fba7fbde4b1859"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.03152",
    "kind": "arxiv",
    "version": 1
  }
}