Pith Number

pith:BQOJNPVY

pith:2024:BQOJNPVYT6XFF37RB36J3J5AXL

not attested not anchored not stored refs pending

BiLLM: Pushing the Limit of Post-Training Quantization for LLMs

Haotong Qin, Michele Magno, Shiming Zhang, Wei Huang, Xianglong Liu, Xiaojuan Qi, Yangdong Liu, Ying Li

arxiv:2402.04291 v2 · 2024-02-06 · cs.LG · cs.AI · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BQOJNPVYT6XFF37RB36J3J5AXL}

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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

18 papers in Pith

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OffQ: Taming Structured Outliers in LLM Quantization by Offsetting

Minimizing the Hidden Cost of Scales: Graph-Guided Ultra-Low-Bit Quantization for Large Language Models

MorphoQuant: Modality-Aware Quantization for Omni-modal Large Language Models

LiftQuant: Continuous Bit-Width LLM via Dimensional Lifting and Projection

Receipt and verification

First computed	2026-07-05T08:33:35.211044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c1c96beb89fae52eff10efc9da7a0bac2f1553b8856e7a819d36d9eda87ed8a

Aliases

arxiv: 2402.04291 · arxiv_version: 2402.04291v2 · doi: 10.48550/arxiv.2402.04291 · pith_short_12: BQOJNPVYT6XF · pith_short_16: BQOJNPVYT6XFF37R · pith_short_8: BQOJNPVY

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/BQOJNPVYT6XFF37RB36J3J5AXL \
  | 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: 0c1c96beb89fae52eff10efc9da7a0bac2f1553b8856e7a819d36d9eda87ed8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65d1786764f298d7be8e2559ba9efbfe5770189a207a2a9386eae3d466aea0ea",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-06T09:26:34Z",
    "title_canon_sha256": "f54cd6471e83043cacc6ca57db75e476a76a592c2890acbfa5ce8fe61862c0e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.04291",
    "kind": "arxiv",
    "version": 2
  }
}