Pith Number

pith:PDTFYEYE

pith:2026:PDTFYEYEMOXT7OLWEMXNAYRJIE

not attested not anchored not stored refs pending

SwiftQK: Fast and Communication-Efficient Tensor Parallelism for Query-Key Normalization

Gyudong Kim, Wonjun Han, Young Geun Kim

arxiv:2608.09160 v1 · 2026-08-10 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PDTFYEYEMOXT7OLWEMXNAYRJIE}

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.

Receipt and verification

First computed	2026-08-11T02:21:56.731881Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78e65c130463af3fb976232ed0622941020e798628daf2f91162f7425f986438

Aliases

arxiv: 2608.09160 · arxiv_version: 2608.09160v1 · doi: 10.48550/arxiv.2608.09160 · pith_short_12: PDTFYEYEMOXT · pith_short_16: PDTFYEYEMOXT7OLW · pith_short_8: PDTFYEYE

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/PDTFYEYEMOXT7OLWEMXNAYRJIE \
  | 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: 78e65c130463af3fb976232ed0622941020e798628daf2f91162f7425f986438

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "652dc9b97c489d19086530ce206823cdad9700123b701a71efce41b0c601fdda",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-10T06:16:24Z",
    "title_canon_sha256": "fd482f33bafc1e38aa450ac474036fc105e808ac7ca32cc41d2081ca3a63b6b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.09160",
    "kind": "arxiv",
    "version": 1
  }
}