Pith Number

pith:X6BEUU3C

pith:2024:X6BEUU3CPINBYCELAC3GQ4XGZG

not attested not anchored not stored refs pending

Flora: Low-Rank Adapters Are Secretly Gradient Compressors

Lili Mou, Yanshuai Cao, Yongchang Hao

arxiv:2402.03293 v2 · 2024-02-05 · cs.LG · cs.AI · 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{X6BEUU3CPINBYCELAC3GQ4XGZG}

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

11 papers in Pith

SSM Adapters via Hankel Reduced-order Modeling: Injection Site Determines Task Suitability in Long-Context Fine-Tuning

The Hidden Power of Scaling Factor in LoRA Optimization

GWT: Scalable Optimizer State Compression for Large Language Model Training

Task-agnostic Low-rank Residual Adaptation for Efficient Federated Continual Fine-Tuning

Memory-Efficient Differentially Private Training with Gradient Random Projection

Receipt and verification

First computed	2026-07-05T08:31:11.273934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf824a53627a1a1c088b00b66872e6c9bd72b5b4ab52b0e127aaf7962b3dca76

Aliases

arxiv: 2402.03293 · arxiv_version: 2402.03293v2 · doi: 10.48550/arxiv.2402.03293 · pith_short_12: X6BEUU3CPINB · pith_short_16: X6BEUU3CPINBYCEL · pith_short_8: X6BEUU3C

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/X6BEUU3CPINBYCELAC3GQ4XGZG \
  | 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: bf824a53627a1a1c088b00b66872e6c9bd72b5b4ab52b0e127aaf7962b3dca76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b43000f4240e94ea5cb810fc36c659cc30d6219cba8c8be960df4fdc5a10f355",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-05T18:50:39Z",
    "title_canon_sha256": "26236350673519b80b74fc62c1fbd18b88d33eaccc5c732825738d6e538c4e8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03293",
    "kind": "arxiv",
    "version": 2
  }
}