Pith Number

pith:BYAQDRMY

pith:2023:BYAQDRMYD7P6P7TDQ2R54EUB4C

not attested not anchored not stored refs pending

INT2.1: Towards Fine-Tunable Quantized Large Language Models with Error Correction through Low-Rank Adaptation

David Brooks, Glenn G. Ko, Gu-Yeon Wei, John Gkountouras, Yuji Chai

arxiv:2306.08162 v1 · 2023-06-13 · 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{BYAQDRMYD7P6P7TDQ2R54EUB4C}

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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T06:20:48.851362Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e0101c5981fdfe7fe6386a3de1281e081e6ee04c9d9055a4ca50d0773ec4ba9

Aliases

arxiv: 2306.08162 · arxiv_version: 2306.08162v1 · doi: 10.48550/arxiv.2306.08162 · pith_short_12: BYAQDRMYD7P6 · pith_short_16: BYAQDRMYD7P6P7TD · pith_short_8: BYAQDRMY

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/BYAQDRMYD7P6P7TDQ2R54EUB4C \
  | 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: 0e0101c5981fdfe7fe6386a3de1281e081e6ee04c9d9055a4ca50d0773ec4ba9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8bd91a3637ef9d318dfc1d9bbb54abdcd64fec09f98948d21ea2c9cd21aae6c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-13T22:25:35Z",
    "title_canon_sha256": "c154aa421560b7f94812faf45db8f5ef1c90f265c0c9545f5dacbbb5293a7640"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.08162",
    "kind": "arxiv",
    "version": 1
  }
}