Pith Number

pith:YDKI5NWY

pith:2024:YDKI5NWYH42AEUKSMF5JHTLGRR

not attested not anchored not stored refs pending

SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation

Aurick Qiao, Samyam Rajbhandari, Yuxiong He, Zhewei Yao

arxiv:2410.03960 v3 · 2024-10-04 · cs.LG · cs.AI · 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{YDKI5NWYH42AEUKSMF5JHTLGRR}

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

Arctic Inference with Shift Parallelism: Fast and Efficient Open Source Inference System for Enterprise AI

Receipt and verification

First computed	2026-07-05T11:13:58.482884Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0d48eb6d83f34025152617a93cd668c6f9408d5a7b8dd0e7d7a367eeef10cf0

Aliases

arxiv: 2410.03960 · arxiv_version: 2410.03960v3 · doi: 10.48550/arxiv.2410.03960 · pith_short_12: YDKI5NWYH42A · pith_short_16: YDKI5NWYH42AEUKS · pith_short_8: YDKI5NWY

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/YDKI5NWYH42AEUKSMF5JHTLGRR \
  | 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: c0d48eb6d83f34025152617a93cd668c6f9408d5a7b8dd0e7d7a367eeef10cf0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7af2443e5f140a9fa408599887bef1e3678039124d1594a60f6d1b96bb5297c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-04T22:45:26Z",
    "title_canon_sha256": "47d429d7f94d1e557f7f1e164802aafbfeb3f23b7048c5a85d5889675045b367"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03960",
    "kind": "arxiv",
    "version": 3
  }
}