Pith Number

pith:DPYMTRM2

pith:2024:DPYMTRM2MNQTAGAMBWXED2P46A

not attested not anchored not stored refs pending

LQER: Low-Rank Quantization Error Reconstruction for LLMs

Cheng Zhang, George A. Constantinides, Jianyi Cheng, Yiren Zhao

arxiv:2402.02446 v3 · 2024-02-04 · cs.LG · 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{DPYMTRM2MNQTAGAMBWXED2P46A}

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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

2 papers in Pith

GPTQ-intrinsic LoRA: A Near-optimal Algorithm for Low-precision Quantization with Low-rank Adaptation

A3 : an Analytical Low-Rank Approximation Framework for Attention

Receipt and verification

First computed	2026-07-05T08:25:00.034742Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1bf0c9c59a636130180c0dae41e9fcf005678b7e27fa49f8890c21142c6edc11

Aliases

arxiv: 2402.02446 · arxiv_version: 2402.02446v3 · doi: 10.48550/arxiv.2402.02446 · pith_short_12: DPYMTRM2MNQT · pith_short_16: DPYMTRM2MNQTAGAM · pith_short_8: DPYMTRM2

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/DPYMTRM2MNQTAGAMBWXED2P46A \
  | 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: 1bf0c9c59a636130180c0dae41e9fcf005678b7e27fa49f8890c21142c6edc11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7cd53f49be71a00e15b97eb1bc15bfcbe9031e468ac5231bbf5757b125677e1",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-04T10:59:52Z",
    "title_canon_sha256": "f84fc19071b9a586822f7bd40d1aaf68b1cc218b469d2a9fedaac130b5ff0686"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.02446",
    "kind": "arxiv",
    "version": 3
  }
}