Pith Number

pith:I4DO3BEZ

pith:2024:I4DO3BEZ3232SQEW3Q55YUIHFD

not attested not anchored not stored refs pending

Building on Efficient Foundations: Effectively Training LLMs with Structured Feedforward Layers

Caglar Gulcehre, Razvan Pascanu, Skander Moalla, Xiuying Wei

arxiv:2406.16450 v2 · 2024-06-24 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I4DO3BEZ3232SQEW3Q55YUIHFD}

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

LOP: Learning Optimal Pruning for Efficient On-Demand MLLMs Scaling

Receipt and verification

First computed	2026-07-05T09:31:30.259118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4706ed8499deb7a94096dc3bdc510728c5e941b38a1ab6102580e52b8a208148

Aliases

arxiv: 2406.16450 · arxiv_version: 2406.16450v2 · doi: 10.48550/arxiv.2406.16450 · pith_short_12: I4DO3BEZ3232 · pith_short_16: I4DO3BEZ3232SQEW · pith_short_8: I4DO3BEZ

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/I4DO3BEZ3232SQEW3Q55YUIHFD \
  | 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: 4706ed8499deb7a94096dc3bdc510728c5e941b38a1ab6102580e52b8a208148

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d6a6dbddce670ac6e3e88ea0982b60502bacd047c1f19560cb137a1dde84f98",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-24T08:43:21Z",
    "title_canon_sha256": "9e86af5cdf46837f22fc39ec7d3acfb962871a3f49b2e64691a4edfcbdd9975a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16450",
    "kind": "arxiv",
    "version": 2
  }
}