Pith Number

pith:HHCWXMOR

pith:2024:HHCWXMORGAJUWBLAPMDTC3HBNV

not attested not anchored not stored refs pending

Parameter-Efficient Fine-Tuning of State Space Models

Hyung Il Koo, Kangwook Lee, Kevin Galim, Wonjun Kang, Yuchen Zeng

arxiv:2410.09016 v3 · 2024-10-11 · cs.LG · 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{HHCWXMORGAJUWBLAPMDTC3HBNV}

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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

6 papers in Pith

WriteSAE: Sparse Autoencoders for Recurrent State

S0 Tuning: Zero-Overhead Adaptation of Hybrid Recurrent-Attention Models

Receipt and verification

First computed	2026-07-05T11:18:14.799451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39c56bb1d130134b05607b07316ce16d44ca5c6a04da6227f7e48f3e2d388fdd

Aliases

arxiv: 2410.09016 · arxiv_version: 2410.09016v3 · doi: 10.48550/arxiv.2410.09016 · pith_short_12: HHCWXMORGAJU · pith_short_16: HHCWXMORGAJUWBLA · pith_short_8: HHCWXMOR

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/HHCWXMORGAJUWBLAPMDTC3HBNV \
  | 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: 39c56bb1d130134b05607b07316ce16d44ca5c6a04da6227f7e48f3e2d388fdd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c389b5718bb298075c8ccaa2a9045a63d094c998bc38441d80311c7b5223e795",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-11T17:30:28Z",
    "title_canon_sha256": "936c8de1f3d8e912ebe4c9cd3b5b54927e14bb3638d502160c430374ecd2a411"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09016",
    "kind": "arxiv",
    "version": 3
  }
}