Pith Number

pith:NFLSZWND

pith:2026:NFLSZWND2QFIPEPKPBJLLIC7IO

not attested not anchored not stored refs pending

Accelerating Masked Diffusion Large Language Models: A Survey of Efficient Inference Techniques

Daehoon Gwak, Jaegul Choo, Junwoo Park, MinHyung Lee

arxiv:2607.12829 v1 · 2026-07-14 · cs.LG · cs.AI · 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{NFLSZWND2QFIPEPKPBJLLIC7IO}

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.

Receipt and verification

First computed	2026-07-15T01:22:20.555832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69572cd9a3d40a8791ea7852b5a05f43890fc5f57d7f59fa5d9e77d93a877a9e

Aliases

arxiv: 2607.12829 · arxiv_version: 2607.12829v1 · doi: 10.48550/arxiv.2607.12829 · pith_short_12: NFLSZWND2QFI · pith_short_16: NFLSZWND2QFIPEPK · pith_short_8: NFLSZWND

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/NFLSZWND2QFIPEPKPBJLLIC7IO \
  | 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: 69572cd9a3d40a8791ea7852b5a05f43890fc5f57d7f59fa5d9e77d93a877a9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f43e9352938bce99b4e81dd57739e37e4222441c7d8f9423449c76386cb2dc9f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-14T14:48:06Z",
    "title_canon_sha256": "5e5d161334a950ce050e31a9641d71fe6c77b6ecb3626664d36a05729f2db45d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.12829",
    "kind": "arxiv",
    "version": 1
  }
}