Pith Number

pith:FRKR2KXC

pith:2026:FRKR2KXCNWWMAQ4YDAQQYGCAHD

not attested not anchored not stored refs pending

Democratizing AI with Small Language Models: Structured Benchmarking and Parameter-Efficient Fine-Tuning for Local Deployment

Daniel Cersosimo

arxiv:2607.16202 v1 · 2026-05-05 · 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{FRKR2KXCNWWMAQ4YDAQQYGCAHD}

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	2026-07-21T00:20:05.453479Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c551d2ae26dacc0439818210c184038c36a5e327f9bd1479d4a8d6998ccd309

Aliases

arxiv: 2607.16202 · arxiv_version: 2607.16202v1 · doi: 10.48550/arxiv.2607.16202 · pith_short_12: FRKR2KXCNWWM · pith_short_16: FRKR2KXCNWWMAQ4Y · pith_short_8: FRKR2KXC

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/FRKR2KXCNWWMAQ4YDAQQYGCAHD \
  | 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: 2c551d2ae26dacc0439818210c184038c36a5e327f9bd1479d4a8d6998ccd309

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05feaf9a8f90fe980b2eb8a776b951df64290823946a0e5d8ed3365dec7ad299",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-05T02:36:09Z",
    "title_canon_sha256": "07bcf011844e78cfce3cd7cdbcd1ef8a41a48f8f28498dd4472f8260e486f4ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.16202",
    "kind": "arxiv",
    "version": 1
  }
}