Pith Number

pith:3BTXRKHD

pith:2025:3BTXRKHD5NCIQVAT4RR4R2Z64N

not attested not anchored not stored refs pending

REAP the Experts: Why Pruning Prevails for One-Shot MoE compression

Ivan Lazarevich, Mike Lasby, Nish Sinnadurai, Sean Lie, Vithursan Thangarasa, Yani Ioannou

arxiv:2510.13999 v3 · 2025-10-15 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3BTXRKHD5NCIQVAT4RR4R2Z64N}

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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

6 papers in Pith

SlimQwen: Exploring the Pruning and Distillation in Large MoE Model Pre-training

EvoESAP: Non-Uniform Expert Pruning for Sparse MoE

HodgeCover: Higher-Order Topological Coverage Drives Compression of Sparse Mixture-of-Experts

SlimQwen: Exploring the Pruning and Distillation in Large MoE Model Pre-training

Model Compression with Exact Budget Constraints via Riemannian Manifolds

Receipt and verification

First computed	2026-05-18T03:09:33.855730Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d86778a8e3eb44885413e463c8eb3ee370f742e3c581f18ec9c1607538aba33e

Aliases

arxiv: 2510.13999 · arxiv_version: 2510.13999v3 · doi: 10.48550/arxiv.2510.13999 · pith_short_12: 3BTXRKHD5NCI · pith_short_16: 3BTXRKHD5NCIQVAT · pith_short_8: 3BTXRKHD

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/3BTXRKHD5NCIQVAT4RR4R2Z64N \
  | 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: d86778a8e3eb44885413e463c8eb3ee370f742e3c581f18ec9c1607538aba33e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c648eea18869308aceb0f59a3f7b30cbeb8f8b831db962e0e4a84e8596b7cafc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-15T18:29:28Z",
    "title_canon_sha256": "bd76ec03f536c8c6071ed3021e92a8a51534f7eb9957115796966891f84757f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.13999",
    "kind": "arxiv",
    "version": 3
  }
}