pith. sign in
Pith Number

pith:HIOPOGBL

pith:2025:HIOPOGBL5KBH2MMS3452RWFKCO
not attested not anchored not stored refs pending

Scaling Pre-training to One Hundred Billion Data for Vision Language Models

Daniel Salz, Ibrahim Alabdulmohsin, Keran Rong, Xiaohua Zhai, Xiao Wang, Zhe Li

arxiv:2502.07617 v2 · 2025-02-11 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HIOPOGBL5KBH2MMS3452RWFKCO}

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

6 papers in Pith

Receipt and verification
First computed 2026-06-02T02:04:05.123664Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3a1cf7182bea827d3192df3ba8d8aa13a563c9bc399f26d39512261f5250fcd9

Aliases

arxiv: 2502.07617 · arxiv_version: 2502.07617v2 · doi: 10.48550/arxiv.2502.07617 · pith_short_12: HIOPOGBL5KBH · pith_short_16: HIOPOGBL5KBH2MMS · pith_short_8: HIOPOGBL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HIOPOGBL5KBH2MMS3452RWFKCO \
  | 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: 3a1cf7182bea827d3192df3ba8d8aa13a563c9bc399f26d39512261f5250fcd9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a3f9bb6445095ea6824ee5d067ceae8b2492a8a35a3012dcad8b5f96493d2d33",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-11T15:05:33Z",
    "title_canon_sha256": "0024a178d8630d3977835be800f4c6e5806810f5bc6dd357723d7a62cf3c9bdb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07617",
    "kind": "arxiv",
    "version": 2
  }
}