Pith. sign in
Pith Number

pith:QK5DIFKI

pith:2025:QK5DIFKIW7DMXA6GV3XF7367PX
not attested not anchored not stored refs pending

Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts

Bei Yu, Guoshan Lu, Haoxing Chen, Haoyuan Wu, Jianguo Li, Junbo Zhao, Lin Liu, Tieyuan Chen, Xiaodong Chen, Yihong Zhuang, Zenan Huang, Zhanchao Zhou, Zhenzhong Lan

arxiv:2508.07785 v1 · 2025-08-11 · 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{QK5DIFKIW7DMXA6GV3XF7367PX}

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

7 papers in Pith

Reversible Foundations: Training a 120B Sparse MoE through State-Preserving Scaling
Post-Trained MoE Can Skip Half Experts via Self-Distillation
Beyond Sunk Costs: Boosting LLM Pre-training Efficiency via Orthogonal Growth of Mixture-of-Experts
Post-Trained MoE Can Skip Half Experts via Self-Distillation
Expert Upcycling: Shifting the Compute-Efficient Frontier of Mixture-of-Experts
Receipt and verification
First computed 2026-07-05T11:51:52.324228Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

82ba341548b7c6cb83c6aeee5fefdf7dc77a7989ffafdaa0a71807310272ed4d

Aliases

arxiv: 2508.07785 · arxiv_version: 2508.07785v1 · doi: 10.48550/arxiv.2508.07785 · pith_short_12: QK5DIFKIW7DM · pith_short_16: QK5DIFKIW7DMXA6G · pith_short_8: QK5DIFKI
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/QK5DIFKIW7DMXA6GV3XF7367PX \
  | 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: 82ba341548b7c6cb83c6aeee5fefdf7dc77a7989ffafdaa0a71807310272ed4d
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "1c03be20f119198a1c8e40a6cd4c8eff483da9b1b275151cc1f1f45764df0f71",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-11T09:15:36Z",
    "title_canon_sha256": "3e2111ff4bb4b7d21aa58febe106d46e366465a0e8363b151bb88f7625f006d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07785",
    "kind": "arxiv",
    "version": 1
  }
}