Pith Number

pith:NJCIISFR

pith:2024:NJCIISFRPTHZCHIM6UXEC3645X

not attested not anchored not stored refs pending

Mixture of Attentions For Speculative Decoding

Gerasimos Lampouras, Haitham Bou Ammar, Jun Wang, Matthieu Zimmer, Milan Gritta

arxiv:2410.03804 v2 · 2024-10-04 · cs.CL · cs.AI · 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{NJCIISFRPTHZCHIM6UXEC3645X}

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

2 papers in Pith

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

FASER: Fine-Grained Phase Management for Speculative Decoding in Dynamic LLM Serving

Receipt and verification

First computed	2026-07-05T10:43:39.996948Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a448448b17ccf911d0cf52e416fdcedf014ee3655cae90adca7dd2be387b611

Aliases

arxiv: 2410.03804 · arxiv_version: 2410.03804v2 · doi: 10.48550/arxiv.2410.03804 · pith_short_12: NJCIISFRPTHZ · pith_short_16: NJCIISFRPTHZCHIM · pith_short_8: NJCIISFR

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/NJCIISFRPTHZCHIM6UXEC3645X \
  | 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: 6a448448b17ccf911d0cf52e416fdcedf014ee3655cae90adca7dd2be387b611

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce00de2ee24716ac2f30e27453fe0d7417fbe28d66f386c24095fa6b01ba6e52",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-04T10:25:52Z",
    "title_canon_sha256": "1bc1ef5e910ce30b65dae29a46a8b2e0049374535f5fb1d29f81d1986c22497f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03804",
    "kind": "arxiv",
    "version": 2
  }
}