Pith Number

pith:NALBS755

pith:2025:NALBS755QQWCJOCTCKROZ6PUKV

not attested not anchored not stored refs pending

Optimizing Small Language Models for In-Vehicle Function-Calling

Benedikt Heidrich, Chieh Hsu, Faezeh Tafazzoli, Farris Atif, Julian Merten, M. Saquib Sarfraz, Sebastian Kramer, Sven Stahlmann, Tobias Michels, Yahya Sowti Khiabani

arxiv:2501.02342 v1 · 2025-01-04 · cs.LG · cs.AI · cs.CL · cs.CV · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NALBS755QQWCJOCTCKROZ6PUKV}

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	2026-07-05T09:57:06.054438Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6816197fbd842c24b85312a2ecf9f455595893bbbeb627a4d2aa9ea1b65ebac2

Aliases

arxiv: 2501.02342 · arxiv_version: 2501.02342v1 · doi: 10.48550/arxiv.2501.02342 · pith_short_12: NALBS755QQWC · pith_short_16: NALBS755QQWCJOCT · pith_short_8: NALBS755

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/NALBS755QQWCJOCTCKROZ6PUKV \
  | 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: 6816197fbd842c24b85312a2ecf9f455595893bbbeb627a4d2aa9ea1b65ebac2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91e1894be49c4229db97d77965d1fef5cb8f4e341e93dd9399005845a6f1c925",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-04T17:32:56Z",
    "title_canon_sha256": "42533807d906335256a39f27547c115d9fbd665838da896979db3c069c65d9ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02342",
    "kind": "arxiv",
    "version": 1
  }
}