Pith Number

pith:MWRLQGOO

pith:2023:MWRLQGOOWMQJMVKI5IUM5T4CZD

not attested not anchored not stored refs pending

Efficient LLM Inference on CPUs

Bo Dong, Haihao Shen, Hanwen Chang, Hengyu Meng, Yu Luo

arxiv:2311.00502 v2 · 2023-11-01 · cs.LG · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{MWRLQGOOWMQJMVKI5IUM5T4CZD}

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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

4 papers in Pith

Small Language Models (SLMs) Can Still Pack a Punch: A survey (updated 2026)

Sandwich: Joint Configuration Search and Hot-Switching for Efficient CPU LLM Serving

ODMA: On-Demand Memory Allocation Strategy for LLM Serving on LPDDR-Class Accelerators

Active Imitation Learning for Thermal- and Kernel-Aware LFM Inference on 3D S-NUCA Many-Cores

Receipt and verification

First computed	2026-07-05T07:21:28.717585Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65a2b819ceb320965548ea28cecf82c8c8bad78756a8527e87aea44c303b2817

Aliases

arxiv: 2311.00502 · arxiv_version: 2311.00502v2 · doi: 10.48550/arxiv.2311.00502 · pith_short_12: MWRLQGOOWMQJ · pith_short_16: MWRLQGOOWMQJMVKI · pith_short_8: MWRLQGOO

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/MWRLQGOOWMQJMVKI5IUM5T4CZD \
  | 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: 65a2b819ceb320965548ea28cecf82c8c8bad78756a8527e87aea44c303b2817

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59b5890c44ac7a19b685ed034e775c1011cba22620342d0756f738fa2925ace0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-01T13:08:50Z",
    "title_canon_sha256": "b28efea4faeea74655e52a4b16474058e341b3feec8d415d084716c7dc20b66e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.00502",
    "kind": "arxiv",
    "version": 2
  }
}