Pith Number

pith:LFLQBYAU

pith:2026:LFLQBYAUAWGSLLODCZKROZOPJW

not attested not anchored not stored refs pending

Once-For-All: A Train-Once and Select-Anytime Framework for Multimodal Instruction Tuning

Hongyi Cai, Jie Li, Mingkang Dong, Muxin Pu, Tao Zhang, Xiwen Lei

arxiv:2605.26761 v1 · 2026-05-26 · 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{LFLQBYAUAWGSLLODCZKROZOPJW}

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	2026-05-27T01:06:11.290410Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

595700e014058d25adc316551765cf4d90c54c6322d9239e2cbc9ee10bf27cd4

Aliases

arxiv: 2605.26761 · arxiv_version: 2605.26761v1 · doi: 10.48550/arxiv.2605.26761 · pith_short_12: LFLQBYAUAWGS · pith_short_16: LFLQBYAUAWGSLLOD · pith_short_8: LFLQBYAU

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/LFLQBYAUAWGSLLODCZKROZOPJW \
  | 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: 595700e014058d25adc316551765cf4d90c54c6322d9239e2cbc9ee10bf27cd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61e9a9d3525d634bad1a6d9e5843f8076ccc52eaa3a82f82790b0a405627f4e9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-26T09:31:20Z",
    "title_canon_sha256": "11bb0a4f8096115ed327edc388d49b40d2c23407fca500509d6e442a36ba60ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26761",
    "kind": "arxiv",
    "version": 1
  }
}