Pith Number

pith:X6K7YPG6

pith:2024:X6K7YPG67X66QPFB4KPIX4GPNJ

not attested not anchored not stored refs pending

Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine Similarity

Boxing Chen, Ivan Kobyzev, Mehdi Rezagholizadeh, Michael R. Metel, Peng Lu

arxiv:2410.01028 v1 · 2024-10-01 · 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{X6K7YPG67X66QPFB4KPIX4GPNJ}

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

DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation

Receipt and verification

First computed	2026-07-05T09:14:42.118014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf95fc3cdefdfde83ca1e29e8bf0cf6a49c5e0b42c62e9f8715f58b155d0c4a0

Aliases

arxiv: 2410.01028 · arxiv_version: 2410.01028v1 · doi: 10.48550/arxiv.2410.01028 · pith_short_12: X6K7YPG67X66 · pith_short_16: X6K7YPG67X66QPFB · pith_short_8: X6K7YPG6

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/X6K7YPG67X66QPFB4KPIX4GPNJ \
  | 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: bf95fc3cdefdfde83ca1e29e8bf0cf6a49c5e0b42c62e9f8715f58b155d0c4a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bdee7afd89a897819ba989cd959820e0643ab30d04a934c6bfe05e1b603840ce",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-01T19:35:23Z",
    "title_canon_sha256": "96ee2c87ae7a091da17846d99fbb9e71aa94148935f3790456ced0f34c016fac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01028",
    "kind": "arxiv",
    "version": 1
  }
}