Pith Number

pith:GTP3RAT2

pith:2024:GTP3RAT2XIBXGXMA3THUE7IO23

not attested not anchored not stored refs pending

MoE-Infinity: Efficient MoE Inference on Personal Machines with Sparsity-Aware Expert Cache

Leyang Xue, Luo Mai, Mahesh Marina, Yao Fu, Zhan Lu

arxiv:2401.14361 v3 · 2024-01-25 · cs.LG · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GTP3RAT2XIBXGXMA3THUE7IO23}

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

15 papers in Pith

Does Mixture-of-Experts Actually Help Inference on Consumer and Edge Hardware? An Empirical Study

WiSP: A Working-Set View of Mixture-of-Experts Serving on Extremely Low-Resource Hardware

BatchGen: An Architecture for Scalable and Efficient Batch Inference

ZipMoE: Efficient On-Device MoE Serving via Lossless Compression and Cache-Affinity Scheduling

CoX-MoE: Coalesced Expert Execution for High-Throughput MoE Inference with AMX-Enabled CPU-GPU Co-Execution

Receipt and verification

First computed	2026-07-05T10:30:00.452818Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34dfb8827aba03735d80dccf427d0ed6d200f37a370322e153918b8fc8729cee

Aliases

arxiv: 2401.14361 · arxiv_version: 2401.14361v3 · doi: 10.48550/arxiv.2401.14361 · pith_short_12: GTP3RAT2XIBX · pith_short_16: GTP3RAT2XIBXGXMA · pith_short_8: GTP3RAT2

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/GTP3RAT2XIBXGXMA3THUE7IO23 \
  | 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: 34dfb8827aba03735d80dccf427d0ed6d200f37a370322e153918b8fc8729cee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee86c1298bc4029c886d846053e078160b531ee6b29728429348026c1cde3983",
    "cross_cats_sorted": [
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-25T18:07:50Z",
    "title_canon_sha256": "d6e5f0c52d751d32acd500f3de11e0978d767c13f6460f7bc95107d83df9fb1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.14361",
    "kind": "arxiv",
    "version": 3
  }
}