Pith Number

pith:URQTB6NQ

pith:2023:URQTB6NQCIHFINIQMYJYOXFXDD

not attested not anchored not stored refs pending

LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models

Chen Liang, Nikos Karampatziakis, Pengcheng He, Tuo Zhao, Weizhu Chen, Yifan Yu, Yixiao Li

arxiv:2310.08659 v4 · 2023-10-12 · 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{URQTB6NQCIHFINIQMYJYOXFXDD}

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

13 papers in Pith

Dive Into the Implicit Biases of Low-rank Vision-language Alignment

SPEAR: A System for Post-Quantization Error-Adaptive Recovery Enabling Efficient Low-Bit LLM Serving

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

GPart: End-to-End Isometric Fine-Tuning via Global Parameter Partitioning

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

Receipt and verification

First computed	2026-07-05T07:17:32.866133Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a46130f9b0120e5435106613875cb718c644472ea22c74d402f75ba5c84a5105

Aliases

arxiv: 2310.08659 · arxiv_version: 2310.08659v4 · doi: 10.48550/arxiv.2310.08659 · pith_short_12: URQTB6NQCIHF · pith_short_16: URQTB6NQCIHFINIQ · pith_short_8: URQTB6NQ

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/URQTB6NQCIHFINIQMYJYOXFXDD \
  | 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: a46130f9b0120e5435106613875cb718c644472ea22c74d402f75ba5c84a5105

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c9ca242d6b8c9ea049d77f1fd56a26e4e484107fd8c6ec29a075176c8590ebe",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-12T18:34:08Z",
    "title_canon_sha256": "de896ef0e63615a9cb84dc80d0679356728a455633518456a2033e1600f625c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.08659",
    "kind": "arxiv",
    "version": 4
  }
}