Pith Number

pith:HYLHORME

pith:2023:HYLHORMEX3J6ESDCUKVBGGKDGV

not attested not anchored not stored refs pending

Offsite-Tuning: Transfer Learning without Full Model

Guangxuan Xiao, Ji Lin, Song Han

arxiv:2302.04870 v1 · 2023-02-09 · cs.CL · cs.CV · 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{HYLHORMEX3J6ESDCUKVBGGKDGV}

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

3 papers in Pith

CoreGuard: Safeguarding Foundational Capabilities of LLMs Against Model Stealing in Edge Deployment

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

FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion

Receipt and verification

First computed	2026-07-05T05:40:19.467222Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e16774584bed3e24862a2aa131943357ad2f7ee5c273598d774f1ecaa0a25a8

Aliases

arxiv: 2302.04870 · arxiv_version: 2302.04870v1 · doi: 10.48550/arxiv.2302.04870 · pith_short_12: HYLHORMEX3J6 · pith_short_16: HYLHORMEX3J6ESDC · pith_short_8: HYLHORME

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/HYLHORMEX3J6ESDCUKVBGGKDGV \
  | 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: 3e16774584bed3e24862a2aa131943357ad2f7ee5c273598d774f1ecaa0a25a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "140ac2210146b70dec10f7c4fc288545b6b3580a1aa1263d08c54dd6ae88f028",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-09T18:59:55Z",
    "title_canon_sha256": "f4a9711e7c6f94997eecb69cd62a02b9b6bc6b7e1a1d31efdfdde66dc39b4c70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.04870",
    "kind": "arxiv",
    "version": 1
  }
}