Pith Number

pith:YCIJDHDN

pith:2023:YCIJDHDNXKLWGXQQ7V25QOGZGE

not attested not anchored not stored refs pending

IncreLoRA: Incremental Parameter Allocation Method for Parameter-Efficient Fine-tuning

Bowen Wang, Feiyu Zhang, Junhao Chen, Liangzhi Li, Yiming Qian, Zhouqiang Jiang

arxiv:2308.12043 v1 · 2023-08-23 · cs.CL · cs.AI · 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{YCIJDHDNXKLWGXQQ7V25QOGZGE}

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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

9 papers in Pith

Clinically Structured Rank-Gated LoRA for Cross-Benchmark Medical Question Answering

TriageRA-CCF: Source-Side Clinical Confidence and Coverage Signals for Adaptive Rank Budgeting in Medical LLMs

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

Receipt and verification

First computed	2026-07-05T06:43:58.713636Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c090919c6dba97635e10fd75d838d93132a40dccef2a476b51790800b759711a

Aliases

arxiv: 2308.12043 · arxiv_version: 2308.12043v1 · doi: 10.48550/arxiv.2308.12043 · pith_short_12: YCIJDHDNXKLW · pith_short_16: YCIJDHDNXKLWGXQQ · pith_short_8: YCIJDHDN

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/YCIJDHDNXKLWGXQQ7V25QOGZGE \
  | 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: c090919c6dba97635e10fd75d838d93132a40dccef2a476b51790800b759711a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c658d9e783a826e18a25dafa0a145fbc21434749c96013b0baedd17fbb3d3e3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-23T10:08:10Z",
    "title_canon_sha256": "f1fc6c1c106b797b5324390d886b8bc305e1a92497ff6bc55030031bf4b6093f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.12043",
    "kind": "arxiv",
    "version": 1
  }
}