Pith Number

pith:XKH34AEJ

pith:2024:XKH34AEJVDQY4TOSWMPDZ7RGLE

not attested not anchored not stored refs pending

Beyond Autoregression: Fast LLMs via Self-Distillation Through Time

Caglar Gulcehre, Justin Deschenaux

arxiv:2410.21035 v2 · 2024-10-28 · cs.LG · 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{XKH34AEJVDQY4TOSWMPDZ7RGLE}

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

9 papers in Pith

Posterior Refinement: Fast Language Generation via Any-Order Flow Maps

Self-conditioned Flow Map Language Models via Fixed-point Flows

Masked Language Flow Models

Fixed-Point Masked Generative Modeling

Flow Map Language Models: One-step Language Modeling via Continuous Denoising

Receipt and verification

First computed	2026-07-05T10:10:45.451015Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba8fbe0089a8e18e4dd2b31e3cfe265900b7f4054181f34bbdc9ddfac1ee4042

Aliases

arxiv: 2410.21035 · arxiv_version: 2410.21035v2 · doi: 10.48550/arxiv.2410.21035 · pith_short_12: XKH34AEJVDQY · pith_short_16: XKH34AEJVDQY4TOS · pith_short_8: XKH34AEJ

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/XKH34AEJVDQY4TOSWMPDZ7RGLE \
  | 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: ba8fbe0089a8e18e4dd2b31e3cfe265900b7f4054181f34bbdc9ddfac1ee4042

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0cae885210f04a8bdcbc13ff85184c51aad736152cb8fdc37b4899d2c5a35669",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-28T13:56:30Z",
    "title_canon_sha256": "6adaf4a4b95369a37b5b09ccaadfde79c06ac8753522671ebd9dc37d7dc40f15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.21035",
    "kind": "arxiv",
    "version": 2
  }
}