Pith Number

pith:OUKOFRWK

pith:2023:OUKOFRWKIBZ5VEZEGFQSJ3V5ZG

not attested not anchored not stored refs pending

Run LoRA Run: Faster and Lighter LoRA Implementations

Aleksandr Mikhalev, Daria Cherniuk, Ivan Oseledets

arxiv:2312.03415 v2 · 2023-12-06 · 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{OUKOFRWKIBZ5VEZEGFQSJ3V5ZG}

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

1 paper in Pith

LoRA Is Slower Than You Think

Receipt and verification

First computed	2026-07-05T08:31:45.324851Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7514e2c6ca4073da9324316124eebdc9a6f84e07ed9511252c9edd7114969f4b

Aliases

arxiv: 2312.03415 · arxiv_version: 2312.03415v2 · doi: 10.48550/arxiv.2312.03415 · pith_short_12: OUKOFRWKIBZ5 · pith_short_16: OUKOFRWKIBZ5VEZE · pith_short_8: OUKOFRWK

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/OUKOFRWKIBZ5VEZEGFQSJ3V5ZG \
  | 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: 7514e2c6ca4073da9324316124eebdc9a6f84e07ed9511252c9edd7114969f4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7ceb84d30fd9d609055871c2b939fbd7518bb8eb8fb0ce09458b636b32009db",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-06T10:54:34Z",
    "title_canon_sha256": "43210d6104d6838e1227693a7e52005453e4cf1bb774b112efa949ad57259c99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.03415",
    "kind": "arxiv",
    "version": 2
  }
}