Pith Number

pith:ALRJ23LN

pith:2023:ALRJ23LNX6DRGST6M46NMEKFQE

not attested not anchored not stored refs pending

Norm Tweaking: High-performance Low-bit Quantization of Large Language Models

Bo Zhang, Liang Li, Qingyuan Li, Xiangxiang Chu

arxiv:2309.02784 v2 · 2023-09-06 · cs.LG · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{ALRJ23LNX6DRGST6M46NMEKFQE}

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Record completeness

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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

1 paper in Pith

A Survey on Efficient Inference for Large Language Models

Receipt and verification

First computed	2026-07-05T07:23:28.623580Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02e29d6d6dbf87134a7e673cd611458103b58a9b9b3db96fb5b8bc47b742f7df

Aliases

arxiv: 2309.02784 · arxiv_version: 2309.02784v2 · doi: 10.48550/arxiv.2309.02784 · pith_short_12: ALRJ23LNX6DR · pith_short_16: ALRJ23LNX6DRGST6 · pith_short_8: ALRJ23LN

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/ALRJ23LNX6DRGST6M46NMEKFQE \
  | 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: 02e29d6d6dbf87134a7e673cd611458103b58a9b9b3db96fb5b8bc47b742f7df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "acaff18c13aa5420cd409db0ff8e906665e3bec4b3bd588593e16373f7b2cd60",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-06T06:51:15Z",
    "title_canon_sha256": "486534fb677b41f68773067a5915a9e8678d6037b4f8c316104239cfcb7370a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.02784",
    "kind": "arxiv",
    "version": 2
  }
}