Pith Number

pith:3HSDAIB7

pith:2024:3HSDAIB7UVULKHJ7OZZFLORDN2

not attested not anchored not stored refs pending

Plato: Plan to Efficiently Decode for Large Language Model Inference

Atul Prakash, Danyang Zhuo, Feng Qian, Haizhong Zheng, Matthew Lentz, Qingzhao Zhang, Shuowei Jin, Xueshen Liu, Yongji Wu, Z. Morley Mao

arxiv:2402.12280 v2 · 2024-02-19 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{3HSDAIB7UVULKHJ7OZZFLORDN2}

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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

1 paper in Pith

A Survey on Efficient Inference for Large Language Models

Receipt and verification

First computed	2026-07-05T10:48:14.690091Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9e430203fa568b51d3f767255ba236e9ef26fd536bbb77f679b7b5d074f7ab7

Aliases

arxiv: 2402.12280 · arxiv_version: 2402.12280v2 · doi: 10.48550/arxiv.2402.12280 · pith_short_12: 3HSDAIB7UVUL · pith_short_16: 3HSDAIB7UVULKHJ7 · pith_short_8: 3HSDAIB7

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/3HSDAIB7UVULKHJ7OZZFLORDN2 \
  | 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: d9e430203fa568b51d3f767255ba236e9ef26fd536bbb77f679b7b5d074f7ab7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e7325209d88c2dc6482819d16d44c54c37e65dce34b48aaa27f564f144714bb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-19T16:47:04Z",
    "title_canon_sha256": "47709556b977ee482a167d4f2d63ab2a04cf048e2f85ae1c812e485397dbd9ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12280",
    "kind": "arxiv",
    "version": 2
  }
}