Pith Number

pith:VXKTKKIG

pith:2022:VXKTKKIGE7HH6ZVA2V6MEJGHYR

not attested not anchored not stored refs pending

Who Says Elephants Can't Run: Bringing Large Scale MoE Models into Cloud Scale Production

Hany Hassan Awadalla, Raffy Fahim, Rawn Henry, Young Jin Kim

arxiv:2211.10017 v1 · 2022-11-18 · cs.CL · 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{VXKTKKIGE7HH6ZVA2V6MEJGHYR}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

FluxMoE: Decoupling Expert Residency for High-Performance MoE Serving

Receipt and verification

First computed	2026-07-05T05:17:17.235927Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

add535290627ce7f66a0d57cc224c7c47ed24fec7b3ecfaf005ad19cc3a18123

Aliases

arxiv: 2211.10017 · arxiv_version: 2211.10017v1 · doi: 10.48550/arxiv.2211.10017 · pith_short_12: VXKTKKIGE7HH · pith_short_16: VXKTKKIGE7HH6ZVA · pith_short_8: VXKTKKIG

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/VXKTKKIGE7HH6ZVA2V6MEJGHYR \
  | 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: add535290627ce7f66a0d57cc224c7c47ed24fec7b3ecfaf005ad19cc3a18123

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "126898fed73642613ea52a0604d817c48fa8357a3b9bb83aa3b343372e26c6f8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-11-18T03:43:52Z",
    "title_canon_sha256": "e6562b97f129f27c500ac09e3676e052e14c7997d7c8368f4ae34855588693e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.10017",
    "kind": "arxiv",
    "version": 1
  }
}