Pith Number

pith:LW535ZR3

pith:2024:LW535ZR3MRM2EGKNOAYHYO44M3

not attested not anchored not stored refs pending

DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference

Binhang Yuan, Jiaxuan You, Jinwei Yao, Kaiqi Chen, Kexun Zhang, Tao Lin, Zeke Wang

arxiv:2404.00242 v4 · 2024-03-30 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

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\usepackage{pith}
\pithnumber{LW535ZR3MRM2EGKNOAYHYO44M3}

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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

CoDec: Prefix-Shared Decoding Kernel for LLMs

Receipt and verification

First computed	2026-07-05T10:26:02.072954Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5dbbbee63b6459a2194d70307c3b9c66d76b3f09205c299c9e9d890a3f8588b8

Aliases

arxiv: 2404.00242 · arxiv_version: 2404.00242v4 · doi: 10.48550/arxiv.2404.00242 · pith_short_12: LW535ZR3MRM2 · pith_short_16: LW535ZR3MRM2EGKN · pith_short_8: LW535ZR3

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/LW535ZR3MRM2EGKNOAYHYO44M3 \
  | 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: 5dbbbee63b6459a2194d70307c3b9c66d76b3f09205c299c9e9d890a3f8588b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "838624b09cf575d6146bc622aeae37dcaca9fdf3389cc3ba5ff376092f25e396",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-30T04:34:54Z",
    "title_canon_sha256": "c3ca4ae657582d75713600d38e28cf8746fddc15c4d7ea90905aadc238905faf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.00242",
    "kind": "arxiv",
    "version": 4
  }
}