Pith Number

pith:DPOBLJWU

pith:2024:DPOBLJWUMV4C424FWBUJ54LJYV

not attested not anchored not stored refs pending

Beyond KV Caching: Shared Attention for Efficient LLMs

Bingli Liao, Danilo Vasconcellos Vargas

arxiv:2407.12866 v1 · 2024-07-13 · 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{DPOBLJWUMV4C424FWBUJ54LJYV}

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

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training

Receipt and verification

First computed	2026-07-05T08:45:12.806003Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1bdc15a6d465782e6b85b0689ef169c56168b05113c11397d2fc3173aeb7b108

Aliases

arxiv: 2407.12866 · arxiv_version: 2407.12866v1 · doi: 10.48550/arxiv.2407.12866 · pith_short_12: DPOBLJWUMV4C · pith_short_16: DPOBLJWUMV4C424F · pith_short_8: DPOBLJWU

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/DPOBLJWUMV4C424FWBUJ54LJYV \
  | 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: 1bdc15a6d465782e6b85b0689ef169c56168b05113c11397d2fc3173aeb7b108

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10c8b584ebef2e6008f5d2ea82a56f9dc69b90c83773e3c7c1461f2307e86125",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-13T07:23:07Z",
    "title_canon_sha256": "a91a69af96aaa289cecf6d37186e54a93567912338cee2a2c225498b1885417b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.12866",
    "kind": "arxiv",
    "version": 1
  }
}