pith. sign in
Pith Number

pith:XXVPULAU

pith:2024:XXVPULAUIDX5BC6PR75UBUJ46R
not attested not anchored not stored refs pending

Insights into resource utilization of code small language models serving with runtime engines and execution providers

Francisco Dur\'an, Matias Martinez, Patricia Lago, Silverio Mart\'inez-Fern\'andez

arxiv:2412.15441 v2 · 2024-12-19 · cs.SE · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XXVPULAUIDX5BC6PR75UBUJ46R}

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 2026-07-05T11:45:54.931796Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bdeafa2c1440efd08bcf8ffb40d13cf45a4595530acfdc53d4d4468bc3356227

Aliases

arxiv: 2412.15441 · arxiv_version: 2412.15441v2 · doi: 10.48550/arxiv.2412.15441 · pith_short_12: XXVPULAUIDX5 · pith_short_16: XXVPULAUIDX5BC6P · pith_short_8: XXVPULAU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XXVPULAUIDX5BC6PR75UBUJ46R \
  | 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: bdeafa2c1440efd08bcf8ffb40d13cf45a4595530acfdc53d4d4468bc3356227
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5745c2988310958e09260600612d945337d7855edff62d031126579bbb10ad6c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-19T22:44:02Z",
    "title_canon_sha256": "01874214eee6e3088031905efd30271b6da264a8c8145f0b2561486cdd9258fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15441",
    "kind": "arxiv",
    "version": 2
  }
}