Pith Number

pith:26OQLSSY

pith:2023:26OQLSSYMWCLKRULORNRVWY357

not attested not anchored not stored refs pending

SpotServe: Serving Generative Large Language Models on Preemptible Instances

Bin Cui, Chunan Shi, Dahua Lin, Jiangfei Duan, Xiaoli Xi, Xupeng Miao, Zhihao Jia

arxiv:2311.15566 v1 · 2023-11-27 · cs.DC · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{26OQLSSYMWCLKRULORNRVWY357}

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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

2 papers in Pith

Spotlight: Synergizing Seed Exploration and Spot GPUs for DiT RL Post-Training

A Survey on Efficient Inference for Large Language Models

Receipt and verification

First computed	2026-07-05T07:17:05.959218Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d79d05ca586584b5468b745b1adb1befdabd8f1e2ad00c4adf9a25652dbb321a

Aliases

arxiv: 2311.15566 · arxiv_version: 2311.15566v1 · doi: 10.48550/arxiv.2311.15566 · pith_short_12: 26OQLSSYMWCL · pith_short_16: 26OQLSSYMWCLKRUL · pith_short_8: 26OQLSSY

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/26OQLSSYMWCLKRULORNRVWY357 \
  | 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: d79d05ca586584b5468b745b1adb1befdabd8f1e2ad00c4adf9a25652dbb321a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "452ff68b75f774d233d815cf1e6fac0725c541ee49646315ab81e00a94fecfb4",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-11-27T06:31:17Z",
    "title_canon_sha256": "fbf539a3d5b0d1dae9df49405b28c2c09d4f2ee79336e9edf5b911091199b14b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.15566",
    "kind": "arxiv",
    "version": 1
  }
}