Pith Number

pith:K7UB6H6M

pith:2024:K7UB6H6MTKTI2NH2J7ANFV7YNE

not attested not anchored not stored refs pending

CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning

Bernard Ghanem, Jianlong Wu, Liqiang Nie, Shuaiwen Leon Song, Xiaojie Li, Yibo Yang, Zhongzhu Zhou

arxiv:2406.05223 v3 · 2024-06-07 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K7UB6H6MTKTI2NH2J7ANFV7YNE}

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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

OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization

Receipt and verification

First computed	2026-07-05T10:26:38.179647Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57e81f1fcc9aa68d34fa4fc0d2d7f8691523429adc87223303f639e76664d343

Aliases

arxiv: 2406.05223 · arxiv_version: 2406.05223v3 · doi: 10.48550/arxiv.2406.05223 · pith_short_12: K7UB6H6MTKTI · pith_short_16: K7UB6H6MTKTI2NH2 · pith_short_8: K7UB6H6M

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/K7UB6H6MTKTI2NH2J7ANFV7YNE \
  | 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: 57e81f1fcc9aa68d34fa4fc0d2d7f8691523429adc87223303f639e76664d343

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a6241f1a7c608846e712814dfd841705248fd9f3a9e76a8b57d7e6353a0a740",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-07T19:10:35Z",
    "title_canon_sha256": "933516f59753d84497799d8946fd2411c3a691b38cfc969084a2306f2a7f9b13"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.05223",
    "kind": "arxiv",
    "version": 3
  }
}