Pith Number

pith:MZPNCN2I

pith:2023:MZPNCN2IDFTZETUXHPCHTTD3GL

not attested not anchored not stored refs pending

LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning

Eric P. Xing, Han Guo, Philip Greengard, Yoon Kim

arxiv:2311.12023 v4 · 2023-11-20 · cs.CL · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MZPNCN2IDFTZETUXHPCHTTD3GL}

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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

4 papers in Pith

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

ProjQ: Project-and-Quantize for Adapter-Aware LLM Compression

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

HCInfer: An Efficient Inference System via Error Compensation for Resource-Constrained Devices

Receipt and verification

First computed	2026-07-05T08:59:24.658217Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

665ed137481967924e973bc479cc7b32f96e2d1667bba467314b6cdcf7a77295

Aliases

arxiv: 2311.12023 · arxiv_version: 2311.12023v4 · doi: 10.48550/arxiv.2311.12023 · pith_short_12: MZPNCN2IDFTZ · pith_short_16: MZPNCN2IDFTZETUX · pith_short_8: MZPNCN2I

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/MZPNCN2IDFTZETUXHPCHTTD3GL \
  | 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: 665ed137481967924e973bc479cc7b32f96e2d1667bba467314b6cdcf7a77295

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f66a4447744af110551dd09bcdb00797f35473e50ac7d2991276b20d14839278",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-20T18:57:41Z",
    "title_canon_sha256": "6ffd1f3284ff030aab5343398e523a0e72bc887ec13c18b4f965721c36d080ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.12023",
    "kind": "arxiv",
    "version": 4
  }
}