Pith Number

pith:HFX7EDCG

pith:2024:HFX7EDCGU7KMUL4U6FDHVSP2UT

not attested not anchored not stored refs pending

Accelerating Retrieval-Augmented Language Model Serving with Speculation

Alan Zhu, Lanting Li, Lijie Yang, Phitchaya Mangpo Phothilimthana, Yihua Xu, Zhihao Jia, Zhihao Zhang

arxiv:2401.14021 v1 · 2024-01-25 · cs.LG · cs.CL · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HFX7EDCGU7KMUL4U6FDHVSP2UT}

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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

Memory Grafting: Scaling Language Model Pre-training via Offline Conditional Memory

Receipt and verification

First computed	2026-07-05T07:37:21.061272Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

396ff20c46a7d4ca2f94f1467ac9faa4c74aa1abfb07e61d09d3189d18071abc

Aliases

arxiv: 2401.14021 · arxiv_version: 2401.14021v1 · doi: 10.48550/arxiv.2401.14021 · pith_short_12: HFX7EDCGU7KM · pith_short_16: HFX7EDCGU7KMUL4U · pith_short_8: HFX7EDCG

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/HFX7EDCGU7KMUL4U6FDHVSP2UT \
  | 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: 396ff20c46a7d4ca2f94f1467ac9faa4c74aa1abfb07e61d09d3189d18071abc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88136dc2c846123308e1837646fe607ce27bd257bfa591661f3c6fc35c69951c",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-25T09:06:44Z",
    "title_canon_sha256": "44d63c3fac9b3a87c288398794e9507967a2edcd8a0e81599c1e4b96074658d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.14021",
    "kind": "arxiv",
    "version": 1
  }
}