Pith Number

pith:G7CTOBTM

pith:2024:G7CTOBTMG766E4YUYVI47X4DNI

not attested not anchored not stored refs pending

Performance Control in Early Exiting to Deploy Large Models at the Same Cost of Smaller Ones

Ioannis Mitliagkas, Joao Monteiro, Mehrnaz Mofakhami, Reza Bayat, Valentina Zantedeschi

arxiv:2412.19325 v1 · 2024-12-26 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G7CTOBTMG766E4YUYVI47X4DNI}

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	2026-07-05T09:54:33.896767Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37c537066c37fde27314c551cfdf836a11acab48022da107d2ee4e50125d5488

Aliases

arxiv: 2412.19325 · arxiv_version: 2412.19325v1 · doi: 10.48550/arxiv.2412.19325 · pith_short_12: G7CTOBTMG766 · pith_short_16: G7CTOBTMG766E4YU · pith_short_8: G7CTOBTM

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/G7CTOBTMG766E4YUYVI47X4DNI \
  | 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: 37c537066c37fde27314c551cfdf836a11acab48022da107d2ee4e50125d5488

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c89646131e160e8f755b0757384b301447ed87d4367be47fe4417061227b0ab",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-26T18:54:32Z",
    "title_canon_sha256": "cbfb98e14ba32daa2faa3cd8cd7e81fcc6b8b1971c33087737ba5de5f5c67124"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19325",
    "kind": "arxiv",
    "version": 1
  }
}