Pith Number

pith:XLDVFQQQ

pith:2024:XLDVFQQQQKY3NZDDZWGM4OFTNO

not attested not anchored not stored refs pending

ModelGPT: Unleashing LLM's Capabilities for Tailored Model Generation

Fei Wu, Kun Kuang, Shengyu Zhang, Zheqi Lv, Zihao Tang

arxiv:2402.12408 v1 · 2024-02-18 · cs.LG · cs.AI · 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{XLDVFQQQQKY3NZDDZWGM4OFTNO}

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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

Tackling Device Data Distribution Real-time Shift via Prototype-based Parameter Editing

Receipt and verification

First computed	2026-07-05T07:47:10.785254Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bac752c21082b1b6e463cd8cce38b36bb9b40a63da89971447c0e7cdce810d0b

Aliases

arxiv: 2402.12408 · arxiv_version: 2402.12408v1 · doi: 10.48550/arxiv.2402.12408 · pith_short_12: XLDVFQQQQKY3 · pith_short_16: XLDVFQQQQKY3NZDD · pith_short_8: XLDVFQQQ

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/XLDVFQQQQKY3NZDDZWGM4OFTNO \
  | 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: bac752c21082b1b6e463cd8cce38b36bb9b40a63da89971447c0e7cdce810d0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf49448ade796b3f1dffe049babd63ca4ad82619f6ceb6de8c8c5955d863952e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-18T11:24:34Z",
    "title_canon_sha256": "4ca785ff1810320362d5f2abfd2b84fafed03fa691f629c220ffa496594bfe36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12408",
    "kind": "arxiv",
    "version": 1
  }
}