pith. sign in
Pith Number

pith:MELTLHOL

pith:2024:MELTLHOLDWC3Y7KD2PHALWINPA
not attested not anchored not stored refs pending

DOLLmC: DevOps for Large Language model Customization

Panos Fitsilis, Paraskevi Tsoutsa, Vasileios Kyriatzis, Vyron Damasiotis

arxiv:2405.11581 v2 · 2024-05-19 · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MELTLHOLDWC3Y7KD2PHALWINPA}

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 2026-07-05T08:21:16.724202Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6117359dcb1d85bc7d43d3ce05d90d781ae5255f47981f5e5ab9ce5a265a9d8c

Aliases

arxiv: 2405.11581 · arxiv_version: 2405.11581v2 · doi: 10.48550/arxiv.2405.11581 · pith_short_12: MELTLHOLDWC3 · pith_short_16: MELTLHOLDWC3Y7KD · pith_short_8: MELTLHOL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MELTLHOLDWC3Y7KD2PHALWINPA \
  | 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: 6117359dcb1d85bc7d43d3ce05d90d781ae5255f47981f5e5ab9ce5a265a9d8c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b3ed04c68f48cc0ecae940c839dbf1d467c973da874f7b78d3ab14f6481ea4b7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-05-19T15:20:27Z",
    "title_canon_sha256": "f0483b05e313b5a8613df7e3e7a9c92d43d2705c32492afcedf07ec092d74ffd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.11581",
    "kind": "arxiv",
    "version": 2
  }
}