Pith. sign in
Pith Number

pith:FJ3NKUL2

pith:2023:FJ3NKUL2NPVZ2AZNP7YWJKXA2D
not attested not anchored not stored refs pending

OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models

Maosong Sun, Ning Ding, Shengding Hu, Weilin Zhao, Xingtai Lv, Zhen Zhang, Zhiyuan Liu

arxiv:2307.03084 v1 · 2023-07-05 · cs.LG · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FJ3NKUL2NPVZ2AZNP7YWJKXA2D}

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 2026-07-05T06:28:27.980163Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2a76d5517a6beb9d032d7ff164aae0d0e2cd1a09e038c5a4d4f364eb224df10e

Aliases

arxiv: 2307.03084 · arxiv_version: 2307.03084v1 · doi: 10.48550/arxiv.2307.03084 · pith_short_12: FJ3NKUL2NPVZ · pith_short_16: FJ3NKUL2NPVZ2AZN · pith_short_8: FJ3NKUL2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FJ3NKUL2NPVZ2AZNP7YWJKXA2D \
  | 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: 2a76d5517a6beb9d032d7ff164aae0d0e2cd1a09e038c5a4d4f364eb224df10e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f9d915c3d4d97cdfbd5b2d3b774196f754ef56cf6cc28d09b8e30a621c625622",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-05T16:30:14Z",
    "title_canon_sha256": "c16853d6607b7fd35b26fb4459dd4d5d5457591db04cd5cfa2239613591ebdfe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03084",
    "kind": "arxiv",
    "version": 1
  }
}