Pith Number

pith:GA5KJEDU

pith:2024:GA5KJEDUCIFUAE2A575AWMYCJM

not attested not anchored not stored refs pending

Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences

Francois Fleuret, Nikolaos Dimitriadis, Pascal Frossard

arxiv:2407.08056 v2 · 2024-07-10 · 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{GA5KJEDUCIFUAE2A575AWMYCJM}

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

1 paper in Pith

One Rank at a Time: Cascading Error Dynamics in Sequential Learning

Receipt and verification

First computed	2026-07-05T10:20:13.616336Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

303aa49074120b401340effa0b33024b3e56ddd13b2df7fd623c68ecb6433f92

Aliases

arxiv: 2407.08056 · arxiv_version: 2407.08056v2 · doi: 10.48550/arxiv.2407.08056 · pith_short_12: GA5KJEDUCIFU · pith_short_16: GA5KJEDUCIFUAE2A · pith_short_8: GA5KJEDU

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/GA5KJEDUCIFUAE2A575AWMYCJM \
  | 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: 303aa49074120b401340effa0b33024b3e56ddd13b2df7fd623c68ecb6433f92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d59fa5fb484f4dd7d765da633876ed86202a700f140c4a38dd39f8198c2a6e63",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-10T21:25:51Z",
    "title_canon_sha256": "bb6e34c22b1e7fa20a4539de9fe050c264827e44e59466590281d3faaab9fbce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08056",
    "kind": "arxiv",
    "version": 2
  }
}