Pith Number

pith:TPBSD4SK

pith:2024:TPBSD4SKP5HLMK5KAHC3JGS5X6

not attested not anchored not stored refs pending

LSAQ: Layer-Specific Adaptive Quantization for Large Language Model Deployment

Bin Ji, Binrui Zeng, Jie Yu, Jun Ma, Shangwen Wang, Shasha Li, XiaoDong Liu, Xiaopeng Li, Xinran Hong, Yongtao Tang

arxiv:2412.18135 v2 · 2024-12-24 · 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{TPBSD4SKP5HLMK5KAHC3JGS5X6}

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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

CE-LoRA: Computation-Efficient LoRA Fine-Tuning for Language Models

Receipt and verification

First computed	2026-07-05T10:59:04.674514Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9bc321f24a7f4eb62baa01c5b49a5dbfac4d4b6f2a61187aa23bc49f7ea39e80

Aliases

arxiv: 2412.18135 · arxiv_version: 2412.18135v2 · doi: 10.48550/arxiv.2412.18135 · pith_short_12: TPBSD4SKP5HL · pith_short_16: TPBSD4SKP5HLMK5K · pith_short_8: TPBSD4SK

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/TPBSD4SKP5HLMK5KAHC3JGS5X6 \
  | 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: 9bc321f24a7f4eb62baa01c5b49a5dbfac4d4b6f2a61187aa23bc49f7ea39e80

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50710e66a7a924d1907c226a66892172a08da8d126b98b3ba29f13c558657766",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-24T03:43:15Z",
    "title_canon_sha256": "a1f80547d6ed51668720242cf96942ce65da9da603176b4e0e9e82c28f9d00f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18135",
    "kind": "arxiv",
    "version": 2
  }
}