Pith Number

pith:M6VKT4IQ

pith:2024:M6VKT4IQ23TDIGEL3ZCUO4SZT5

not attested not anchored not stored refs pending

Optimizing Large Language Model Hyperparameters for Code Generation

Ahnaf Ibn Sayeed, Chetan Arora, Christoph Treude, Fanyu Wang, Sherlock Licorish

arxiv:2408.10577 v1 · 2024-08-20 · 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{M6VKT4IQ23TDIGEL3ZCUO4SZT5}

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.

Cited by

2 papers in Pith

R+R: Reassessing Java Security API Misuse in Current LLMs: A Replication on JCA and JSSE APIs with External Security Knowledge

Dataset-Level Metrics Attenuate Non-Determinism: A Fine-Grained Non-Determinism Evaluation in Diffusion Language Models

Receipt and verification

First computed	2026-07-05T08:57:14.070832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67aaa9f110d6e634188bde454772599f452ee9621be5bb4c2f02933901df639b

Aliases

arxiv: 2408.10577 · arxiv_version: 2408.10577v1 · doi: 10.48550/arxiv.2408.10577 · pith_short_12: M6VKT4IQ23TD · pith_short_16: M6VKT4IQ23TDIGEL · pith_short_8: M6VKT4IQ

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/M6VKT4IQ23TDIGEL3ZCUO4SZT5 \
  | 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: 67aaa9f110d6e634188bde454772599f452ee9621be5bb4c2f02933901df639b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "071bc07ffb501ae6d6b5b4f8b92019d9edf761282c7e6ae19a0aea1cb3d09549",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-08-20T06:32:57Z",
    "title_canon_sha256": "6cc41814c507674753956559ce99dfea8fa590e332145c4da2dafd6df4b96a80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.10577",
    "kind": "arxiv",
    "version": 1
  }
}