Pith Number

pith:7DPWI2I3

pith:2025:7DPWI2I376VHHZKJADOFDTV4BH

not attested not anchored not stored refs pending

Exploring Efficient Learning of Small BERT Networks with LoRA and DoRA

Aditri Bhagirath, Daniel Frees, Moritz Bolling

arxiv:2508.17586 v1 · 2025-08-25 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7DPWI2I376VHHZKJADOFDTV4BH}

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	2026-07-05T11:58:44.108849Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8df64691bffaa73e54900dc51cebc09ef357e706156191b5301f366990c0f41

Aliases

arxiv: 2508.17586 · arxiv_version: 2508.17586v1 · doi: 10.48550/arxiv.2508.17586 · pith_short_12: 7DPWI2I376VH · pith_short_16: 7DPWI2I376VHHZKJ · pith_short_8: 7DPWI2I3

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/7DPWI2I376VHHZKJADOFDTV4BH \
  | 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: f8df64691bffaa73e54900dc51cebc09ef357e706156191b5301f366990c0f41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a17083bc4a7dceb3667e81715134840bd7e570df77352ae2c47491e72f341774",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-25T01:14:44Z",
    "title_canon_sha256": "ac785b153ae7ca8d21ab4631cde1dab5dadbf506c9848c3f997732a75a41b0de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.17586",
    "kind": "arxiv",
    "version": 1
  }
}