Pith Number

pith:FV3PIZXL

pith:2023:FV3PIZXLCN24AFJ5BTI2UEP336

not attested not anchored not stored refs pending

SiRA: Sparse Mixture of Low Rank Adaptation

Canoee Liu, Chu-Cheng Lin, Han Lu, Jindong Chen, Lei Meng, Lei Shu, Liangchen Luo, Nevan Wichers, Tianlong Chen, Xinyi Wang, Yun Zhu

arxiv:2311.09179 v1 · 2023-11-15 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FV3PIZXLCN24AFJ5BTI2UEP336}

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

Beyond LoRA vs. Full Fine-Tuning: Gradient-Guided Optimizer Routing for LLM Adaptation

Receipt and verification

First computed	2026-07-05T07:13:09.952095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d76f466eb1375c0153d0cd1aa11fbdf84c9abd2242db6bdadaea6d5e2f45ae8

Aliases

arxiv: 2311.09179 · arxiv_version: 2311.09179v1 · doi: 10.48550/arxiv.2311.09179 · pith_short_12: FV3PIZXLCN24 · pith_short_16: FV3PIZXLCN24AFJ5 · pith_short_8: FV3PIZXL

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/FV3PIZXLCN24AFJ5BTI2UEP336 \
  | 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: 2d76f466eb1375c0153d0cd1aa11fbdf84c9abd2242db6bdadaea6d5e2f45ae8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ba1c73b53498304ce0b6e00211fdb4f9ee6d01b2316e19f5d98df5957b2cac9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-15T18:15:37Z",
    "title_canon_sha256": "b11d553c2143f08c652af63604c7e8afab8f095f56683bf91c9a3e1779fac105"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09179",
    "kind": "arxiv",
    "version": 1
  }
}