Pith Number

pith:E6EWQCIO

pith:2026:E6EWQCIOWO6VGUKYRECFTWZQB5

not attested not anchored not stored refs pending

The Energy Consumption of Transformer Fine-Tuning: A Roofline-Inspired Scaling Model

Mansour Zoubeirou a Mayaki

arxiv:2606.23546 v1 · 2026-06-22 · cs.LG · cs.AI · cs.AR · cs.CL · 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{E6EWQCIOWO6VGUKYRECFTWZQB5}

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	2026-06-23T03:14:29.677223Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

278968090eb3bd535158890459db300f42c5f7d335337fbba8bab5daf1379aca

Aliases

arxiv: 2606.23546 · arxiv_version: 2606.23546v1 · doi: 10.48550/arxiv.2606.23546 · pith_short_12: E6EWQCIOWO6V · pith_short_16: E6EWQCIOWO6VGUKY · pith_short_8: E6EWQCIO

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/E6EWQCIOWO6VGUKYRECFTWZQB5 \
  | 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: 278968090eb3bd535158890459db300f42c5f7d335337fbba8bab5daf1379aca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb5e69c887565b54bd904861a5e8607c5b4c3400a7425a9488186732759dfd6b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR",
      "cs.CL",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-22T16:18:06Z",
    "title_canon_sha256": "175b0dac2539902f0e2ad333fad0c40c85c535e2fddb30bbf977c6738baa2262"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.23546",
    "kind": "arxiv",
    "version": 1
  }
}