Pith Number

pith:UP2Q35FY

pith:2025:UP2Q35FYSH66OXRQNEV7UBNBZQ

not attested not anchored not stored refs pending

MiLo: Efficient Quantized MoE Inference with Mixture of Low-Rank Compensators

Beichen Huang, Minjia Zhang, Yueming Yuan, Zelei Shao

arxiv:2504.02658 v2 · 2025-04-03 · 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{UP2Q35FYSH66OXRQNEV7UBNBZQ}

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	2026-07-05T10:45:20.867584Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3f50df4b891fde75e30692bfa05a1cc2752493e0b21ecba26cbe35cc2e95432

Aliases

arxiv: 2504.02658 · arxiv_version: 2504.02658v2 · doi: 10.48550/arxiv.2504.02658 · pith_short_12: UP2Q35FYSH66 · pith_short_16: UP2Q35FYSH66OXRQ · pith_short_8: UP2Q35FY

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/UP2Q35FYSH66OXRQNEV7UBNBZQ \
  | 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: a3f50df4b891fde75e30692bfa05a1cc2752493e0b21ecba26cbe35cc2e95432

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "050cfc53c8ec766b512a4e49f11e96485f0ef794b3aab2802caec554e36bc1ee",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-03T14:54:17Z",
    "title_canon_sha256": "c4f21175ce56298ae19dab89d1640efbc87fb3589535e63418dac87fd2e48957"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.02658",
    "kind": "arxiv",
    "version": 2
  }
}