Pith Number

pith:TYRL7RZU

pith:2025:TYRL7RZUSOZGQXJUVEK6N2ZQPM

not attested not anchored not stored refs pending

NNTile: a machine learning framework capable of training extremely large GPT language models on a single node

Aleksandr Katrutsa, Aleksandr Mikhalev, Ivan Oseledets, Konstantin Sozykin

arxiv:2504.13236 v1 · 2025-04-17 · cs.LG · cs.MS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TYRL7RZUSOZGQXJUVEK6N2ZQPM}

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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.

Receipt and verification

First computed	2026-07-05T10:50:51.023918Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e22bfc73493b2685d34a915e6eb307b26c3fcad7f1968a5ee273f196f13263b

Aliases

arxiv: 2504.13236 · arxiv_version: 2504.13236v1 · doi: 10.48550/arxiv.2504.13236 · pith_short_12: TYRL7RZUSOZG · pith_short_16: TYRL7RZUSOZGQXJU · pith_short_8: TYRL7RZU

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/TYRL7RZUSOZGQXJUVEK6N2ZQPM \
  | 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: 9e22bfc73493b2685d34a915e6eb307b26c3fcad7f1968a5ee273f196f13263b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ec2e6b05d1671148bb36c68126973d55a36ea27e64eccd6f4b1d8fabf7f58fa",
    "cross_cats_sorted": [
      "cs.MS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-17T16:22:32Z",
    "title_canon_sha256": "96889b81e5c5e5735bdc3ab80510ba958286d35008067da31dfccf03d5f8d8ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.13236",
    "kind": "arxiv",
    "version": 1
  }
}