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Pith Number

pith:PLOEPUQ2

pith:2024:PLOEPUQ2JY46TN3BIBDBXOGMXC
not attested not anchored not stored refs pending

RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation

Dan Alistarh, Elvir Crn\v{c}evi\'c, Mahdi Nikdan, Soroush Tabesh

arxiv:2401.04679 v7 · 2024-01-09 · cs.CL · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PLOEPUQ2JY46TN3BIBDBXOGMXC}

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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.
Receipt and verification
First computed 2026-07-05T08:26:17.557893Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7adc47d21a4e39e9b76140461bb8ccb88700e90a8a2d9558127921dee23c0655

Aliases

arxiv: 2401.04679 · arxiv_version: 2401.04679v7 · doi: 10.48550/arxiv.2401.04679 · pith_short_12: PLOEPUQ2JY46 · pith_short_16: PLOEPUQ2JY46TN3B · pith_short_8: PLOEPUQ2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PLOEPUQ2JY46TN3BIBDBXOGMXC \
  | 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: 7adc47d21a4e39e9b76140461bb8ccb88700e90a8a2d9558127921dee23c0655
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ec2baf9b2fface44b69690f0d2c92b7952e90fedec370005c94a4a900852ad85",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-09T17:09:01Z",
    "title_canon_sha256": "698704d2d45ec75b642185e831bb219e4b41e740c2be92509f3288994ca77baa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.04679",
    "kind": "arxiv",
    "version": 7
  }
}