Pith Number

pith:7K7YW5EX

pith:2026:7K7YW5EXCPU7B4TXCZNUVRL7YY

not attested not anchored not stored refs pending

SiDP: Memory-Efficient Data Parallelism for Offline LLM Inference

Alan Zhao, Cyril Y. He

arxiv:2605.28095 v1 · 2026-05-27 · 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{7K7YW5EXCPU7B4TXCZNUVRL7YY}

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	2026-05-28T01:04:58.611379Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fabf8b749713e9f0f277165b4ac57fc603e1e020e491545a492d0a231ccbe220

Aliases

arxiv: 2605.28095 · arxiv_version: 2605.28095v1 · doi: 10.48550/arxiv.2605.28095 · pith_short_12: 7K7YW5EXCPU7 · pith_short_16: 7K7YW5EXCPU7B4TX · pith_short_8: 7K7YW5EX

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/7K7YW5EXCPU7B4TXCZNUVRL7YY \
  | 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: fabf8b749713e9f0f277165b4ac57fc603e1e020e491545a492d0a231ccbe220

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c77cb9eb4a238b08909038e7548f51482c8fcfc141542581a74bdac6fb18726",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-05-27T07:52:03Z",
    "title_canon_sha256": "dd4de984695dad7c90511058c2f21122b68d3efa3068da79d0beb722f30ecff1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28095",
    "kind": "arxiv",
    "version": 1
  }
}