Pith Number

pith:ZIQRAQSS

pith:2025:ZIQRAQSS2E5TQLH7XDSEC4HFMR

not attested not anchored not stored refs pending

Linear-MoE: Linear Sequence Modeling Meets Mixture-of-Experts

Disen Lan, Tong Zhu, Weigao Sun, Xiaoye Qu, Yu Cheng

arxiv:2503.05447 v2 · 2025-03-07 · cs.LG · cs.AI · cs.CL · 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{ZIQRAQSS2E5TQLH7XDSEC4HFMR}

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

2 papers in Pith

Morphing into Hybrid Attention Models

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Receipt and verification

First computed	2026-07-05T10:49:14.765428Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca21104252d13b382cffb8e44170e56443ce39b7e2ad24900003dbedbc7dd9ad

Aliases

arxiv: 2503.05447 · arxiv_version: 2503.05447v2 · doi: 10.48550/arxiv.2503.05447 · pith_short_12: ZIQRAQSS2E5T · pith_short_16: ZIQRAQSS2E5TQLH7 · pith_short_8: ZIQRAQSS

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/ZIQRAQSS2E5TQLH7XDSEC4HFMR \
  | 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: ca21104252d13b382cffb8e44170e56443ce39b7e2ad24900003dbedbc7dd9ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "293b9bfb112a055bed67db97caa7f060c249ae08250b0b47703e57402b53bdc7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-07T14:17:45Z",
    "title_canon_sha256": "da38231ed9daf863c3569dbb4945de6fc4781680c6064c9074fe01a58a1c3941"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.05447",
    "kind": "arxiv",
    "version": 2
  }
}