Pith Number

pith:REHZO4IT

pith:2024:REHZO4IT4PZERARN3LJFTP7BMD

not attested not anchored not stored refs pending

MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs

Ion Stoica, Joseph E. Gonzalez, Matei Zaharia, Peter Schafhalter, Shiyi Cao, Shu Liu, Tyler Griggs, Xiaoxuan Liu, Ying Sheng

arxiv:2411.11217 v1 · 2024-11-18 · cs.DC · cs.AI · 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{REHZO4IT4PZERARN3LJFTP7BMD}

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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

FloE: On-the-Fly MoE Inference on Memory-constrained GPU

Receipt and verification

First computed	2026-07-05T09:37:12.270090Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

890f977113e3f248822ddad259bfe160f7da57122a966047cdd106f594096d40

Aliases

arxiv: 2411.11217 · arxiv_version: 2411.11217v1 · doi: 10.48550/arxiv.2411.11217 · pith_short_12: REHZO4IT4PZE · pith_short_16: REHZO4IT4PZERARN · pith_short_8: REHZO4IT

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/REHZO4IT4PZERARN3LJFTP7BMD \
  | 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: 890f977113e3f248822ddad259bfe160f7da57122a966047cdd106f594096d40

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c8d3425b3c7ab0d413cd5aacb8c4a0264d363fd68ca87cbc60a001c14fcd739",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-11-18T01:06:12Z",
    "title_canon_sha256": "5ed03f4e01343dc2b3f4773132d6bf3c35f81929f7fd035b43e3f5ace6b06681"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11217",
    "kind": "arxiv",
    "version": 1
  }
}