Pith Number

pith:V5PEF6CJ

pith:2023:V5PEF6CJBHZGOYHMDL5QMZXIV3

not attested not anchored not stored refs pending

A Survey on Model Compression for Large Language Models

Can Ma, Jian Li, Weiping Wang, Xunyu Zhu, Yong Liu

arxiv:2308.07633 v4 · 2023-08-15 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V5PEF6CJBHZGOYHMDL5QMZXIV3}

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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

14 papers in Pith

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The Speedup Paradox: Rethinking Inference Speed-Quality Trade-off in Embodied Tasks

Precision or Peril: A PoC of Python Code Quality from Quantized Large Language Models

You Had One Job: Per-Task Quantization Using LLMs' Hidden Representations

Receipt and verification

First computed	2026-07-05T08:50:07.346923Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af5e42f84909f26760ec1afb0666e8aed6f71c4551f190f12ca54475f1815f96

Aliases

arxiv: 2308.07633 · arxiv_version: 2308.07633v4 · doi: 10.48550/arxiv.2308.07633 · pith_short_12: V5PEF6CJBHZG · pith_short_16: V5PEF6CJBHZGOYHM · pith_short_8: V5PEF6CJ

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/V5PEF6CJBHZGOYHMDL5QMZXIV3 \
  | 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: af5e42f84909f26760ec1afb0666e8aed6f71c4551f190f12ca54475f1815f96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13efbcef9eda238a25999d1080f228b8e913aab55a44889e4d1034e8cd1777ee",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-15T08:31:05Z",
    "title_canon_sha256": "47822b16a9fc0ccd3924a42395ca0f33594aad1aeb1c024d6ea6a95f4d436eb8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.07633",
    "kind": "arxiv",
    "version": 4
  }
}