Pith Number

pith:4QVIVSA6

pith:2024:4QVIVSA67ZZJ3XBEXZRYL43KRP

not attested not anchored not stored refs pending

MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning

Denvy Deng, Dilxat Muhtar, Feng Sun, Hao Sun, Jianfeng Liu, Qi Zhang, Weizhu Chen, Yaming Yang, Yelong Shen, Yuefeng Zhan, Yujing Wang, Yunhai Tong

arxiv:2410.09437 v3 · 2024-10-12 · cs.LG · cs.AI · 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{4QVIVSA67ZZJ3XBEXZRYL43KRP}

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.

Receipt and verification

First computed	2026-07-05T10:42:37.981284Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e42a8ac81efe729ddc24be6385f36a8bdd3917fac2c3a1f159ec0392c660fac6

Aliases

arxiv: 2410.09437 · arxiv_version: 2410.09437v3 · doi: 10.48550/arxiv.2410.09437 · pith_short_12: 4QVIVSA67ZZJ · pith_short_16: 4QVIVSA67ZZJ3XBE · pith_short_8: 4QVIVSA6

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/4QVIVSA67ZZJ3XBEXZRYL43KRP \
  | 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: e42a8ac81efe729ddc24be6385f36a8bdd3917fac2c3a1f159ec0392c660fac6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0a19e69bc575e787280de7ea8e23dc970bdc2568abd29e2f422e048e9448e23",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-12T08:32:26Z",
    "title_canon_sha256": "2d9841cc2b394b57fa7ab470c589ec4aa12c4f17a36988bf9132efdc484ac2c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09437",
    "kind": "arxiv",
    "version": 3
  }
}