Pith Number

pith:TS7BKHO6

pith:2024:TS7BKHO66ZGGN7WWHY2AOTDEXE

not attested not anchored not stored refs pending

Less is More: Extreme Gradient Boost Rank-1 Adaption for Efficient Finetuning of LLMs

Aiwei Liu, Han Yu, Hao Zhu, Irwin King, Piotr Koniusz, Yifei Zhang

arxiv:2410.19694 v1 · 2024-10-25 · 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{TS7BKHO66ZGGN7WWHY2AOTDEXE}

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

2 papers in Pith

GiVA: Gradient-Informed Bases for Vector-Based Adaptation

Hierarchically Robust Zero-shot Vision-language Models

Receipt and verification

First computed	2026-07-05T09:26:00.300449Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cbe151ddef64c66fed63e34074c64b910e783dc8017e59d12ebea377a214067

Aliases

arxiv: 2410.19694 · arxiv_version: 2410.19694v1 · doi: 10.48550/arxiv.2410.19694 · pith_short_12: TS7BKHO66ZGG · pith_short_16: TS7BKHO66ZGGN7WW · pith_short_8: TS7BKHO6

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/TS7BKHO66ZGGN7WWHY2AOTDEXE \
  | 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: 9cbe151ddef64c66fed63e34074c64b910e783dc8017e59d12ebea377a214067

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cca692fe3fcf06647cbf5f73fe51da5fad9b47d8a79ddeeaac58636dec25b24",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-25T17:07:13Z",
    "title_canon_sha256": "fdbdc58a03f450f04a17389d4001ae93e649d4ed87b6f96e39b2398b069e5bbe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19694",
    "kind": "arxiv",
    "version": 1
  }
}