Pith Number

pith:XMMYUMYD

pith:2024:XMMYUMYDVX24QMMYJZZJSG6MIF

not attested not anchored not stored refs pending

Multimodal Instruction Tuning with Conditional Mixture of LoRA

Lifu Huang, Qifan Wang, Wenpeng Yin, Ying Shen, Yu Cheng, Zhiyang Xu

arxiv:2402.15896 v2 · 2024-02-24 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XMMYUMYDVX24QMMYJZZJSG6MIF}

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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

1 paper in Pith

GLAD: Generalizable Tuning for Vision-Language Models

Receipt and verification

First computed	2026-07-05T09:45:09.049643Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb198a3303adf5c831984e72991bcc415a59e6aa0a948fc6eaa2389a31c0b9d5

Aliases

arxiv: 2402.15896 · arxiv_version: 2402.15896v2 · doi: 10.48550/arxiv.2402.15896 · pith_short_12: XMMYUMYDVX24 · pith_short_16: XMMYUMYDVX24QMMY · pith_short_8: XMMYUMYD

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/XMMYUMYDVX24QMMYJZZJSG6MIF \
  | 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: bb198a3303adf5c831984e72991bcc415a59e6aa0a948fc6eaa2389a31c0b9d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5eb5e9462e04aacf8e4c912a7d916472b5b406ca572c61a701b90152112ac10d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-24T20:15:31Z",
    "title_canon_sha256": "76a72b4a8306834e9a2c6109c09f77321e388f636ec07384cce608f44c35944d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15896",
    "kind": "arxiv",
    "version": 2
  }
}