Pith Number

pith:GZ7HXQJJ

pith:2025:GZ7HXQJJSYWWYPG57ZFTIPPMHS

not attested not anchored not stored refs pending

CLoQ: Enhancing Fine-Tuning of Quantized LLMs via Calibrated LoRA Initialization

Aozhong Zhang, Naigang Wang, Penghang Yin, Selcuk Gurses, Yanxia Deng, Zi Yang

arxiv:2501.18475 v2 · 2025-01-30 · 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{GZ7HXQJJSYWWYPG57ZFTIPPMHS}

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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

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

Receipt and verification

First computed	2026-07-05T11:53:43.770514Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

367e7bc129962d6c3cddfe4b343dec3cbf16f9c27b0eaab04840a21bd4e41e4a

Aliases

arxiv: 2501.18475 · arxiv_version: 2501.18475v2 · doi: 10.48550/arxiv.2501.18475 · pith_short_12: GZ7HXQJJSYWW · pith_short_16: GZ7HXQJJSYWWYPG5 · pith_short_8: GZ7HXQJJ

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/GZ7HXQJJSYWWYPG57ZFTIPPMHS \
  | 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: 367e7bc129962d6c3cddfe4b343dec3cbf16f9c27b0eaab04840a21bd4e41e4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2da687564b5b53e624d820d164e7583e5f6cce1022fc0db0c379c8571976163",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-30T16:48:15Z",
    "title_canon_sha256": "2c3fa7472d3e0851b070c86e961e8a6604031ffd148c8ca71b1621ffe9d8a3dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18475",
    "kind": "arxiv",
    "version": 2
  }
}