Pith Number

pith:6CA6CYRO

pith:2024:6CA6CYRO62AJWM5RMJWNYOLO46

not attested not anchored not stored refs pending

Revisiting SMoE Language Models by Evaluating Inefficiencies with Task Specific Expert Pruning

George Karypis, Leonard Lausen, Sheng Zha, Soumajyoti Sarkar, Thomas Brox, Volkan Cevher

arxiv:2409.01483 v1 · 2024-09-02 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6CA6CYRO62AJWM5RMJWNYOLO46}

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

1 paper in Pith

FluxMoE: Decoupling Expert Residency for High-Performance MoE Serving

Receipt and verification

First computed	2026-07-05T09:02:29.541628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f081e1622ef6809b33b1626cdc396ee78b4bd2124b9f75d50e45dbd20f54ab31

Aliases

arxiv: 2409.01483 · arxiv_version: 2409.01483v1 · doi: 10.48550/arxiv.2409.01483 · pith_short_12: 6CA6CYRO62AJ · pith_short_16: 6CA6CYRO62AJWM5R · pith_short_8: 6CA6CYRO

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/6CA6CYRO62AJWM5RMJWNYOLO46 \
  | 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: f081e1622ef6809b33b1626cdc396ee78b4bd2124b9f75d50e45dbd20f54ab31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "254d1fed3b9aed2f6c01a31bb80fa634c2b346803c6a721424ef4e7f803b5cc8",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-02T22:35:03Z",
    "title_canon_sha256": "529a734f97e84c6093d8c13300705533e55c81a44687ccb9468ff7742c765bbe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.01483",
    "kind": "arxiv",
    "version": 1
  }
}