Pith. sign in
Pith Number

pith:WMMONMU2

pith:2024:WMMONMU22YDKRNG6WOY4F5H5XF
not attested not anchored not stored refs pending

Sparsity-Accelerated Training for Large Language Models

Da Ma, Hanqi Li, Hongshen Xu, Kai Yu, Liangtai Sun, Lu Chen, Pengyu Wang, Shuai Fan, Su Zhu

arxiv:2406.01392 v2 · 2024-06-03 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WMMONMU22YDKRNG6WOY4F5H5XF}

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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.
Receipt and verification
First computed 2026-07-05T08:28:27.638471Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b318e6b29ad606a8b4deb3b1c2f4fdb9667de9ed382c67f920d406c5687f6895

Aliases

arxiv: 2406.01392 · arxiv_version: 2406.01392v2 · doi: 10.48550/arxiv.2406.01392 · pith_short_12: WMMONMU22YDK · pith_short_16: WMMONMU22YDKRNG6 · pith_short_8: WMMONMU2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WMMONMU22YDKRNG6WOY4F5H5XF \
  | 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: b318e6b29ad606a8b4deb3b1c2f4fdb9667de9ed382c67f920d406c5687f6895
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3cbc01f56c2e6e2fbfbed63b09536059ba0c9571105fd8d5823ee7ad390019f3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-03T14:56:09Z",
    "title_canon_sha256": "9d27d6687027de4210a9416d5fb31cc7392bed69be826f432846f1aa2b48590b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.01392",
    "kind": "arxiv",
    "version": 2
  }
}