Pith Number

pith:NGL3UGUZ

pith:2024:NGL3UGUZFJJTHQ5DBJR6V5QLTS

not attested not anchored not stored refs pending

Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology

Ahmed Gomaa, Alina Depardon, Andreas Maier, Charlotte Schmitter, Christoph Bert, Daniel Hoefler, Florian Putz, Godehard Lahmer, Philipp Schubert, Rainer Fietkau, Raphaela Voigt, Sabine Semrau, Thomas Weissmann, Yihao Hou, Yixing Huang

arxiv:2408.10715 v1 · 2024-08-20 · 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{NGL3UGUZFJJTHQ5DBJR6V5QLTS}

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	2026-07-05T08:57:16.436384Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6997ba1a992a5333c3a30a63eaf60b9c986829d3fc8e0e808aa967088c805cea

Aliases

arxiv: 2408.10715 · arxiv_version: 2408.10715v1 · doi: 10.48550/arxiv.2408.10715 · pith_short_12: NGL3UGUZFJJT · pith_short_16: NGL3UGUZFJJTHQ5D · pith_short_8: NGL3UGUZ

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/NGL3UGUZFJJTHQ5DBJR6V5QLTS \
  | 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: 6997ba1a992a5333c3a30a63eaf60b9c986829d3fc8e0e808aa967088c805cea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bbf607a7db083c0aca14fcbdd983db48aaf4857f384dcad2c25e8890df6641a9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-20T10:31:36Z",
    "title_canon_sha256": "54228f989e72c6359b9c2216362f3736addc9d40cc475eadcf9c9b5cfdadce88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.10715",
    "kind": "arxiv",
    "version": 1
  }
}