Pith Number

pith:4MHR3EQT

pith:2024:4MHR3EQTPWOTF5RB3ZJXFDAFNN

not attested not anchored not stored refs pending

LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing

Bin Cui, Fangcheng Fu, Qibin Liu, Shenhan Zhu, Shouda Liu, Xiaonan Nie, Xiaoyang Li, Xupeng Miao, Yang Zhang

arxiv:2411.08446 v1 · 2024-11-13 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4MHR3EQTPWOTF5RB3ZJXFDAFNN}

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

Brief analysis of DeepSeek R1 and its implications for Generative AI

Receipt and verification

First computed	2026-07-05T09:34:47.755486Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e30f1d92137d9d32f621de53728c056b69376ad2c8f37f6a40008a823f3e6550

Aliases

arxiv: 2411.08446 · arxiv_version: 2411.08446v1 · doi: 10.48550/arxiv.2411.08446 · pith_short_12: 4MHR3EQTPWOT · pith_short_16: 4MHR3EQTPWOTF5RB · pith_short_8: 4MHR3EQT

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/4MHR3EQTPWOTF5RB3ZJXFDAFNN \
  | 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: e30f1d92137d9d32f621de53728c056b69376ad2c8f37f6a40008a823f3e6550

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8942bb62711ddf7f0cbf992f8d6a7dd9ea8c51278f693948623ea2eb0dda8e9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-11-13T08:57:59Z",
    "title_canon_sha256": "575c2f122f13f9be7efce06ba990bc15bb4e01f2bdd20d021f812d70d2618526"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.08446",
    "kind": "arxiv",
    "version": 1
  }
}