Pith Number

pith:UKJ5ZODP

pith:2023:UKJ5ZODPGCXLUDWIW2DIOS33CP

not attested not anchored not stored refs pending

Speculative Decoding with Big Little Decoder

Amir Gholami, Jitendra Malik, Karttikeya Mangalam, Kurt Keutzer, Michael W. Mahoney, Sehoon Kim, Suhong Moon

arxiv:2302.07863 v4 · 2023-02-15 · 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{UKJ5ZODPGCXLUDWIW2DIOS33CP}

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

GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Receipt and verification

First computed	2026-07-05T07:00:07.193048Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a293dcb86f30aeba0ec8b686874b7b13eb587ab8806fe8c3a09acdb993693c82

Aliases

arxiv: 2302.07863 · arxiv_version: 2302.07863v4 · doi: 10.48550/arxiv.2302.07863 · pith_short_12: UKJ5ZODPGCXL · pith_short_16: UKJ5ZODPGCXLUDWI · pith_short_8: UKJ5ZODP

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/UKJ5ZODPGCXLUDWIW2DIOS33CP \
  | 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: a293dcb86f30aeba0ec8b686874b7b13eb587ab8806fe8c3a09acdb993693c82

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b61a4d416e04cd3957cbd826e1730b6b8ab52e0c3878f346a6cac51709056294",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-15T18:55:29Z",
    "title_canon_sha256": "2a238edeeed812469e1cf3b95a8eb62dc9cee6c91cd5d7013dc909017c6d2110"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.07863",
    "kind": "arxiv",
    "version": 4
  }
}