Pith Number

pith:F5KIEAQK

pith:2025:F5KIEAQKKNBAV6MHLP3SPKPTRY

not attested not anchored not stored refs pending

Eagle 2: Building Post-Training Data Strategies from Scratch for Frontier Vision-Language Models

Amala Sanjay Deshmukh, Andrew Tao, Bryan Catanzaro, De-An Huang, Guilin Liu, Guo Chen, Hao Zhang, Ilia Karmanov, Jan Kautz, Jose M. Alvarez, Karan Sapra, Lukas Voegtle, Matthieu Le, Nadine Chang, Philipp Fischer, Shihao Wang, Shilong Liu, Shiyi Lan, Subhashree Radhakrishnan, Timo Roman, Tong Lu, Tuomas Rintamaki, Vibashan VS, Yilin Zhao, Yishen Ji, Zhiding Yu, Zhiqi Li

arxiv:2501.14818 v1 · 2025-01-20 · cs.CV · cs.AI · cs.LG

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

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\usepackage{pith}
\pithnumber{F5KIEAQKKNBAV6MHLP3SPKPTRY}

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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

25 papers in Pith

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RhinoVLA Technical Report

LARA: Latent Action Representation Alignment for Vision-Language-Action Models

Receipt and verification

First computed	2026-07-05T10:05:19.089572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f5482020a53420af9875bf727a9f38e01098757400d39a6d0ae11852b195950

Aliases

arxiv: 2501.14818 · arxiv_version: 2501.14818v1 · doi: 10.48550/arxiv.2501.14818 · pith_short_12: F5KIEAQKKNBA · pith_short_16: F5KIEAQKKNBAV6MH · pith_short_8: F5KIEAQK

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/F5KIEAQKKNBAV6MHLP3SPKPTRY \
  | 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: 2f5482020a53420af9875bf727a9f38e01098757400d39a6d0ae11852b195950

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12ace8496d7ce62f58de75050183b4d054084b71df2ea5ea6ec494b9e95bba81",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-20T18:40:47Z",
    "title_canon_sha256": "d6202cc7bd0fbacb17373320233927bb4be16cacf6c6e49cf8db58f3dc8fe03e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14818",
    "kind": "arxiv",
    "version": 1
  }
}