Pith Number

pith:QEL4HKLM

pith:2023:QEL4HKLMTI4QJMQL32TN7UQGNO

not attested not anchored not stored refs pending

SqueezeLLM: Dense-and-Sparse Quantization

Amir Gholami, Coleman Hooper, Kurt Keutzer, Michael W. Mahoney, Sehoon Kim, Sheng Shen, Xiuyu Li, Zhen Dong

arxiv:2306.07629 v4 · 2023-06-13 · cs.CL · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QEL4HKLMTI4QJMQL32TN7UQGNO}

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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

31 papers in Pith

SAB-LVLM: Significance-Aware Binarization for Large Vision-Language Models

OrbitQuant: Data-Agnostic Quantization for Image and Video Diffusion Transformers

GSRQ: Gain-Shape Residual Quantization for Sub-1-bit KV Cache

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

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

Receipt and verification

First computed	2026-07-05T08:27:22.508774Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8117c3a96c9a3904b20bdea6dfd2066b9d7f70c7509f056aae77454796cbd03c

Aliases

arxiv: 2306.07629 · arxiv_version: 2306.07629v4 · doi: 10.48550/arxiv.2306.07629 · pith_short_12: QEL4HKLMTI4Q · pith_short_16: QEL4HKLMTI4QJMQL · pith_short_8: QEL4HKLM

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/QEL4HKLMTI4QJMQL32TN7UQGNO \
  | 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: 8117c3a96c9a3904b20bdea6dfd2066b9d7f70c7509f056aae77454796cbd03c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff25315d6c87b11a6d20b92d2ebc27bb82fe942a3763acf57869dd844c81cdfa",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-13T08:57:54Z",
    "title_canon_sha256": "acec35eb64829b1a36c30afb3e7f970cec7326eefafea01465e7ae29805a157f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.07629",
    "kind": "arxiv",
    "version": 4
  }
}