Pith Number

pith:SZ32ZXJZ

pith:2018:SZ32ZXJZ5WEO3OCJNKVKHZAH4A

not attested not anchored not stored refs pending

Large scale distributed neural network training through online distillation

Alexandre Passos, Gabriel Pereyra, Geoffrey E. Hinton, George E. Dahl, Robert Ormandi, Rohan Anil

arxiv:1804.03235 v2 · 2018-04-09 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SZ32ZXJZ5WEO3OCJNKVKHZAH4A}

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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.

Cited by

12 papers in Pith

Scaling Laws for Task-Specific LLM Distillation

Gemma 3 Technical Report

Optimized Federated Knowledge Distillation with Distributed Neural Architecture Search

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

The Ratchet Effect in Silico: How Interaction Drives Cumulative Intelligence in Large Language Models

Receipt and verification

First computed	2026-07-05T01:28:39.924832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9677acdd39ed88edb8496aaaa3e407e02c0cec12b8acd730cb7f7aad24e99de8

Aliases

arxiv: 1804.03235 · arxiv_version: 1804.03235v2 · doi: 10.48550/arxiv.1804.03235 · pith_short_12: SZ32ZXJZ5WEO · pith_short_16: SZ32ZXJZ5WEO3OCJ · pith_short_8: SZ32ZXJZ

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/SZ32ZXJZ5WEO3OCJNKVKHZAH4A \
  | 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: 9677acdd39ed88edb8496aaaa3e407e02c0cec12b8acd730cb7f7aad24e99de8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "097e11ec9ab7130cd98086be71d82fc13f286191a073c906253784ec0fb59855",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-04-09T20:56:03Z",
    "title_canon_sha256": "7958c90213517a3bda6f77fc4cdb280b493287a9d81d4cccea2d80835da4036f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.03235",
    "kind": "arxiv",
    "version": 2
  }
}