Pith Number

pith:XPFPJJWN

pith:2025:XPFPJJWNFRMUCGVHM7LMAP2DGQ

not attested not anchored not stored refs pending

Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous Decoding

Amir Yazdanbakhsh, Blake M. Elias, Ellie Y. Cheng, Jonathan Ragan-Kelley, Michael Carbin, Nikunj Saunshi, Suvinay Subramanian, Tian Jin, Zack Ankner

arxiv:2502.11517 v2 · 2025-02-17 · cs.CL · cs.DC · 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{XPFPJJWNFRMUCGVHM7LMAP2DGQ}

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

Regulating Branch Parallelism in LLM Serving

Receipt and verification

First computed	2026-06-10T01:09:15.529498Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbcaf4a6cd2c59411aa767d6c03f43340e1e43c4fefda976d0b3826e981ab3e5

Aliases

arxiv: 2502.11517 · arxiv_version: 2502.11517v2 · doi: 10.48550/arxiv.2502.11517 · pith_short_12: XPFPJJWNFRMU · pith_short_16: XPFPJJWNFRMUCGVH · pith_short_8: XPFPJJWN

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/XPFPJJWNFRMUCGVHM7LMAP2DGQ \
  | 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: bbcaf4a6cd2c59411aa767d6c03f43340e1e43c4fefda976d0b3826e981ab3e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c590119430a33b2057faa40fd0904d952fc5b2f54a109b0b6dffbf09acde8efc",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-17T07:39:16Z",
    "title_canon_sha256": "f6af32ad929385142303e1648cc8053d56336fcac85b625b836d5802fd314f91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11517",
    "kind": "arxiv",
    "version": 2
  }
}