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Pith Number

pith:4VKVPDTR

pith:2023:4VKVPDTRMAKTFKZUE6EQERXFQC
not attested not anchored not stored refs pending

Revisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference?

Cheng Zhang, George A. Constantinides, Ilia Shumailov, Jianyi Cheng, Yiren Zhao

arxiv:2310.05079 v2 · 2023-10-08 · cs.LG

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\usepackage{pith}
\pithnumber{4VKVPDTRMAKTFKZUE6EQERXFQC}

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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.

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1 paper in Pith

Receipt and verification
First computed 2026-07-05T07:56:00.108437Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e555578e71601532ab3427890246e580a42d24848be9b886d0e28005be328e5c

Aliases

arxiv: 2310.05079 · arxiv_version: 2310.05079v2 · doi: 10.48550/arxiv.2310.05079 · pith_short_12: 4VKVPDTRMAKT · pith_short_16: 4VKVPDTRMAKTFKZU · pith_short_8: 4VKVPDTR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4VKVPDTRMAKTFKZUE6EQERXFQC \
  | 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: e555578e71601532ab3427890246e580a42d24848be9b886d0e28005be328e5c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "139be87526e2c3275aa220b0f3a3271226d6fd9b9f03984db47f11055b767f32",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-08T09:05:14Z",
    "title_canon_sha256": "b64b137eeeca4d0188e5a8db7403a066aadffd9908b944cff7c24a9b7fa6a8d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05079",
    "kind": "arxiv",
    "version": 2
  }
}