Pith Number

pith:ZSNPJWJJ

pith:2024:ZSNPJWJJJNNVTRWPI2OOJSKH4B

not attested not anchored not stored refs pending

MoNDE: Mixture of Near-Data Experts for Large-Scale Sparse Models

Hyuk-jae Lee, Jaehoon Cho, Jaewoong Sim, Kwanseok Choi, Taehyun Kim, Youngmock Cho

arxiv:2405.18832 v1 · 2024-05-29 · cs.LG · cs.AI · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZSNPJWJJJNNVTRWPI2OOJSKH4B}

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

TokenStack: A Heterogeneous HBM-PIM Architecture and Runtime for Efficient LLM Inference

Receipt and verification

First computed	2026-07-05T08:24:43.920588Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc9af4d9294b5b59c6cf469ce4c947e055f5672b81b20a4b9e44b5627aeb536b

Aliases

arxiv: 2405.18832 · arxiv_version: 2405.18832v1 · doi: 10.48550/arxiv.2405.18832 · pith_short_12: ZSNPJWJJJNNV · pith_short_16: ZSNPJWJJJNNVTRWP · pith_short_8: ZSNPJWJJ

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/ZSNPJWJJJNNVTRWPI2OOJSKH4B \
  | 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: cc9af4d9294b5b59c6cf469ce4c947e055f5672b81b20a4b9e44b5627aeb536b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1af0a780e3967babff0016117c6a6d36f60a950455312fcb22d3aaf93a39582",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-29T07:23:29Z",
    "title_canon_sha256": "f28ba94acce5e86323e9c148a8fb43f421df13b77b22e14929fe1ca0d4103c03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.18832",
    "kind": "arxiv",
    "version": 1
  }
}