Pith Number

pith:XAEMDIAU

pith:2024:XAEMDIAUA7KOZHOIRNT2ZBHMCL

not attested not anchored not stored refs pending

QuIP#: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks

Albert Tseng, Christopher De Sa, Jerry Chee, Qingyao Sun, Volodymyr Kuleshov

arxiv:2402.04396 v2 · 2024-02-06 · cs.LG · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{XAEMDIAUA7KOZHOIRNT2ZBHMCL}

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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

35 papers in Pith

GRINQH: Graded Input-based Quantization Hierarchy for Efficient LLM Generation

HyperQuant: A Rate-Distortion-Optimal Quantization Pipeline for Large Language and Diffusion Models

FAIR-Calib: Frontier-Aware Instability-Reweighted Calibration for Post-Training Quantization of Diffusion Large Language Models

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

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

Receipt and verification

First computed	2026-07-05T08:27:03.281971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b808c1a01407d4ec9dc88b67ac84ec12da1303e402a75fbb5b0f2a9dc4bd8a48

Aliases

arxiv: 2402.04396 · arxiv_version: 2402.04396v2 · doi: 10.48550/arxiv.2402.04396 · pith_short_12: XAEMDIAUA7KO · pith_short_16: XAEMDIAUA7KOZHOI · pith_short_8: XAEMDIAU

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/XAEMDIAUA7KOZHOIRNT2ZBHMCL \
  | 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: b808c1a01407d4ec9dc88b67ac84ec12da1303e402a75fbb5b0f2a9dc4bd8a48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af1cfcff7e770efae1a689a173d81b9c0502e8e8b0f54c0a12f5d32e65c4178f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-06T20:52:12Z",
    "title_canon_sha256": "a8576837819e7c257c4494d170422e9bbd0ab64dc0076d55e8354031ec6ae712"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.04396",
    "kind": "arxiv",
    "version": 2
  }
}