Pith Number

pith:NZG6KKGS

pith:2024:NZG6KKGSLKIGYEA3NBARYSQXJ3

not attested not anchored not stored refs pending

Recommending Pre-Trained Models for IoT Devices

Daniel Lugo, Huiyun Peng, Hyeonwoo Heo, James C. Davis, Josh LeBlanc, Kelechi G. Kalu, Lawrence Smith, Nathanael Aou, Parth V. Patil, Wenxin Jiang

arxiv:2412.18972 v1 · 2024-12-25 · cs.LG · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NZG6KKGSLKIGYEA3NBARYSQXJ3}

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	2026-07-05T09:54:14.114607Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e4de528d25a906c101b68411c4a174ed249fbf72b82faacdfb8a170e4565154

Aliases

arxiv: 2412.18972 · arxiv_version: 2412.18972v1 · doi: 10.48550/arxiv.2412.18972 · pith_short_12: NZG6KKGSLKIG · pith_short_16: NZG6KKGSLKIGYEA3 · pith_short_8: NZG6KKGS

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/NZG6KKGSLKIGYEA3NBARYSQXJ3 \
  | 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: 6e4de528d25a906c101b68411c4a174ed249fbf72b82faacdfb8a170e4565154

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "87f77a1254f2f2130823d23fab720e9143389368e7491fbe4b2851cd706156d6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-25T19:19:55Z",
    "title_canon_sha256": "60620534ffabee6bc7ee8baa7b3bb84e1f3691cee4dc202906a9fe1ce06f2c5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18972",
    "kind": "arxiv",
    "version": 1
  }
}