Pith Number

pith:RPK6NES4

pith:2024:RPK6NES4K3U4EJVSPPTW6MWZEQ

not attested not anchored not stored refs pending

Mixture of A Million Experts

Xu Owen He

arxiv:2407.04153 v1 · 2024-07-04 · 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{RPK6NES4K3U4EJVSPPTW6MWZEQ}

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

14 papers in Pith

Augmenting Molecular Language Models with Local $n$-gram Memory

Sparsely gated tiny linear experts

DAG-MoE: From Simple Mixture to Structural Aggregation in Mixture-of-Experts

CMSL: Constructive Multi-Sequence Learning for Recommendation Systems

DECO: Sparse Mixture-of-Experts with Dense-Comparable Performance on End-Side Devices

Receipt and verification

First computed	2026-07-05T08:40:29.888535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8bd5e6925c56e9c226b27be76f32d9243fbf9464358357376743a8452a98eff8

Aliases

arxiv: 2407.04153 · arxiv_version: 2407.04153v1 · doi: 10.48550/arxiv.2407.04153 · pith_short_12: RPK6NES4K3U4 · pith_short_16: RPK6NES4K3U4EJVS · pith_short_8: RPK6NES4

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/RPK6NES4K3U4EJVSPPTW6MWZEQ \
  | 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: 8bd5e6925c56e9c226b27be76f32d9243fbf9464358357376743a8452a98eff8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4302638db42088109bb267acb950ae0401978fc4dd5e5f457e8a8ff02f5a31d6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-04T20:59:20Z",
    "title_canon_sha256": "ccde7b14345b0145dc4727401939c884df1d155c62f9154a4f93473acee50a20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.04153",
    "kind": "arxiv",
    "version": 1
  }
}