Pith Number

pith:4YOHUO3N

pith:2024:4YOHUO3NOSE243ZMRGQF7MP52J

not attested not anchored not stored refs pending

VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks

Shaobo Han, Shihao Ji, Yang Li

arxiv:2405.15179 v3 · 2024-05-24 · 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{4YOHUO3NOSE243ZMRGQF7MP52J}

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

1 paper in Pith

TLoRA: Task-aware Low Rank Adaptation of Large Language Models

Receipt and verification

First computed	2026-07-05T09:27:22.155761Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e61c7a3b6d7489ae6f2c89a05fb1fdd276f8b26001849d99d76c84256a4acaf2

Aliases

arxiv: 2405.15179 · arxiv_version: 2405.15179v3 · doi: 10.48550/arxiv.2405.15179 · pith_short_12: 4YOHUO3NOSE2 · pith_short_16: 4YOHUO3NOSE243ZM · pith_short_8: 4YOHUO3N

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/4YOHUO3NOSE243ZMRGQF7MP52J \
  | 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: e61c7a3b6d7489ae6f2c89a05fb1fdd276f8b26001849d99d76c84256a4acaf2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a62a4aafc6e8e416cb93ce182f6f707f48836fd66551bdb15c459ac0045bc1ca",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-24T03:24:34Z",
    "title_canon_sha256": "4db9b5c747ba42b10edf8347eea15d5844fb1056e73de4e8c5af77247567e82c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15179",
    "kind": "arxiv",
    "version": 3
  }
}