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Pith Number

pith:HDTMS2W7

pith:2024:HDTMS2W7UZHNO6BBTFBAI65DT4
not attested not anchored not stored refs pending

Unlearning in- vs. out-of-distribution data in LLMs under gradient-based method

Daniel Tarlow, Fabian Pedregosa, Gintare Karolina Dziugaite, Pascal Lamblin, Teodora Baluta

arxiv:2411.04388 v1 · 2024-11-07 · cs.LG

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\usepackage{pith}
\pithnumber{HDTMS2W7UZHNO6BBTFBAI65DT4}

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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

2 papers in Pith

Receipt and verification
First computed 2026-07-05T09:32:18.602483Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

38e6c96adfa64ed778219942047ba39f34a5e7f7666d1f8ecefa2731257f15b1

Aliases

arxiv: 2411.04388 · arxiv_version: 2411.04388v1 · doi: 10.48550/arxiv.2411.04388 · pith_short_12: HDTMS2W7UZHN · pith_short_16: HDTMS2W7UZHNO6BB · pith_short_8: HDTMS2W7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HDTMS2W7UZHNO6BBTFBAI65DT4 \
  | 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: 38e6c96adfa64ed778219942047ba39f34a5e7f7666d1f8ecefa2731257f15b1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fcc5239a3045eec36edc0fd27c5b3053887ad2976194638843230c2db9736e84",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-07T03:02:09Z",
    "title_canon_sha256": "a02a22cd1715bed02e3aa19e8415b1f59e71994a93c5c9fb162127e0e39f672c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.04388",
    "kind": "arxiv",
    "version": 1
  }
}