Pith Number

pith:Z6TAZADP

pith:2024:Z6TAZADPZGDV3DV3ASEZCHWXUT

not attested not anchored not stored refs pending

Learn To be Efficient: Build Structured Sparsity in Large Language Models

Atul Prakash, Beidi Chen, Fan Lai, Haizhong Zheng, Xiaoyan Bai, Xueshen Liu, Z. Morley Mao

arxiv:2402.06126 v4 · 2024-02-09 · cs.CL · cs.AI · 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{Z6TAZADPZGDV3DV3ASEZCHWXUT}

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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

Analytical FFN-to-MoE Restructuring via Activation Pattern Analysis

Receipt and verification

First computed	2026-07-05T09:47:54.356834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfa60c806fc9875d8ebb0489911ed7a4d22bb19dfa75ef6c859f8f9acb19c213

Aliases

arxiv: 2402.06126 · arxiv_version: 2402.06126v4 · doi: 10.48550/arxiv.2402.06126 · pith_short_12: Z6TAZADPZGDV · pith_short_16: Z6TAZADPZGDV3DV3 · pith_short_8: Z6TAZADP

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/Z6TAZADPZGDV3DV3ASEZCHWXUT \
  | 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: cfa60c806fc9875d8ebb0489911ed7a4d22bb19dfa75ef6c859f8f9acb19c213

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a846874eee572cc40a193803f871bbd3c5c5617b135e1f4dcb1de79fa2962dc3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-09T01:18:16Z",
    "title_canon_sha256": "881f5e2a3f4adc891ebbeb21a7feb0b47e953a8f2711d6bde43f7691b68ed54e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.06126",
    "kind": "arxiv",
    "version": 4
  }
}