Pith Number

pith:5LWSDAVJ

pith:2025:5LWSDAVJUDMMCXIBAJHIQPFHGW

not attested not anchored not stored refs pending

Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models

Kajol R Singh, Mohammad Ali Sheikh, Muhammad Aleem, Saad Mashkoor Siddiqui

arxiv:2501.08271 v1 · 2025-01-14 · cs.CL · 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{5LWSDAVJUDMMCXIBAJHIQPFHGW}

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	2026-07-05T10:00:58.681684Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eaed2182a9a0d8c15d01024e883ca735b723fd0dc21c2fe8cc90f55504dbf65e

Aliases

arxiv: 2501.08271 · arxiv_version: 2501.08271v1 · doi: 10.48550/arxiv.2501.08271 · pith_short_12: 5LWSDAVJUDMM · pith_short_16: 5LWSDAVJUDMMCXIB · pith_short_8: 5LWSDAVJ

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/5LWSDAVJUDMMCXIBAJHIQPFHGW \
  | 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: eaed2182a9a0d8c15d01024e883ca735b723fd0dc21c2fe8cc90f55504dbf65e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb0e7dbcfd476cb8f4b8ed2c673b120ba5549ee5990a72decf539026e67238ab",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-14T17:37:40Z",
    "title_canon_sha256": "2f624d6ed2537d12b64359d2f6ea48f4c898436a06284286ae7e45cccb94e538"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.08271",
    "kind": "arxiv",
    "version": 1
  }
}