Pith Number

pith:BALOIIPV

pith:2023:BALOIIPVGZBDOOLEJEVY3SQIIE

not attested not anchored not stored refs pending

Parameter-Efficient Fine-Tuning without Introducing New Latency

Baohao Liao, Christof Monz, Yan Meng

arxiv:2305.16742 v1 · 2023-05-26 · 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{BALOIIPVGZBDOOLEJEVY3SQIIE}

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

Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Receipt and verification

First computed	2026-07-05T06:14:17.037569Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0816e421f53642373964492b8dca084112a91bba43eb9cdd1d502841f854d6f1

Aliases

arxiv: 2305.16742 · arxiv_version: 2305.16742v1 · doi: 10.48550/arxiv.2305.16742 · pith_short_12: BALOIIPVGZBD · pith_short_16: BALOIIPVGZBDOOLE · pith_short_8: BALOIIPV

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/BALOIIPVGZBDOOLEJEVY3SQIIE \
  | 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: 0816e421f53642373964492b8dca084112a91bba43eb9cdd1d502841f854d6f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d08d4660e27bfbc6cb347dadf2c27d1b52e51d8dc9608ef9989269a4ac819891",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-26T08:44:42Z",
    "title_canon_sha256": "ef42a264b4103133567a478d3d006da9f8d54ababd399315386190927c6405b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.16742",
    "kind": "arxiv",
    "version": 1
  }
}