Pith Number

pith:UKMKYUKR

pith:2025:UKMKYUKROIRLTWNRDIQ6VLHTVP

not attested not anchored not stored refs pending

FSMoE: A Flexible and Scalable Training System for Sparse Mixture-of-Experts Models

Bo Li, Lin Zhang, Rui Wang, Shaohuai Shi, Wenxiang Lin, Xiaowen Chu, Xinglin Pan, Zhenheng Tang

arxiv:2501.10714 v1 · 2025-01-18 · 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{UKMKYUKROIRLTWNRDIQ6VLHTVP}

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.

Receipt and verification

First computed	2026-07-05T10:02:32.339607Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a298ac51517222b9d9b11a21eaacf3abe6a340e013d7b15e187bf4de597f2877

Aliases

arxiv: 2501.10714 · arxiv_version: 2501.10714v1 · doi: 10.48550/arxiv.2501.10714 · pith_short_12: UKMKYUKROIRL · pith_short_16: UKMKYUKROIRLTWNR · pith_short_8: UKMKYUKR

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/UKMKYUKROIRLTWNRDIQ6VLHTVP \
  | 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: a298ac51517222b9d9b11a21eaacf3abe6a340e013d7b15e187bf4de597f2877

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a3149bd9f38118a9774acbd2e6561f540a523bc36dc9c8ab0b3cfaffc25fd08",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-18T10:14:37Z",
    "title_canon_sha256": "799eddabd9e901f3bbb939619e35cfdceeb9c818949eb9487387e124b9bfeba8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.10714",
    "kind": "arxiv",
    "version": 1
  }
}