Pith Number

pith:TNIGGSYU

pith:2024:TNIGGSYUU7ARJWWO7UJF35GMJO

not attested not anchored not stored refs pending

Learning on LoRAs: GL-Equivariant Processing of Low-Rank Weight Spaces for Large Finetuned Models

Derek Lim, Haggai Maron, Stefanie Jegelka, Theo Putterman, Yoav Gelberg

arxiv:2410.04207 v2 · 2024-10-05 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TNIGGSYUU7ARJWWO7UJF35GMJO}

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

Control Charts for Multi-agent Systems

Low-Rank Adaptation Redux for Large Models

Receipt and verification

First computed	2026-07-05T09:20:25.007926Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b50634b14a7c114dacefd125df4cc4bbee62809753827382415209b7d506ef9

Aliases

arxiv: 2410.04207 · arxiv_version: 2410.04207v2 · doi: 10.48550/arxiv.2410.04207 · pith_short_12: TNIGGSYUU7AR · pith_short_16: TNIGGSYUU7ARJWWO · pith_short_8: TNIGGSYU

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/TNIGGSYUU7ARJWWO7UJF35GMJO \
  | 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: 9b50634b14a7c114dacefd125df4cc4bbee62809753827382415209b7d506ef9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7126ea4ecb1ce194ca6ae180f844519a528fd0d2fd45a32236d32a5110da4cb4",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-05T15:52:47Z",
    "title_canon_sha256": "b12425980dae1858dc1d13df17b133f79177613f695d5397421a687c8e2a4c04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.04207",
    "kind": "arxiv",
    "version": 2
  }
}