Pith Number

pith:SV4BEA7K

pith:2025:SV4BEA7KZQPPPVAYFYBDNPFPM5

not attested not anchored not stored refs pending

LLM360 K2: Building a 65B 360-Open-Source Large Language Model from Scratch

Bowen Tan, Eric Xing, Fajri Koto, Guowei He, Haonan Li, Hongyi Wang, Liping Tang, Liqun Ma, Mingkai Deng, Nikhil Ranjan, Omkar Pangarkar, Preslav Nakov, Renxi Wang, Richard Fan, Robin Algayres, Suqi Sun, Tianhua Tao, Victor Miller, Willie Neiswanger, Yi Gu, Yonghao Zhuang, Yuanzhi Li, Yuqi Wang, Zhengzhong Liu, Zhiqiang Shen

arxiv:2501.07124 v3 · 2025-01-13 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SV4BEA7KZQPPPVAYFYBDNPFPM5}

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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

VLA Foundry: A Unified Framework for Training Vision-Language-Action Models

Receipt and verification

First computed	2026-07-05T10:02:09.694090Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95781203eacc1ef7d4182e0236bcaf674e1ee26e72656af92f4c8d01d5fcfa10

Aliases

arxiv: 2501.07124 · arxiv_version: 2501.07124v3 · doi: 10.48550/arxiv.2501.07124 · pith_short_12: SV4BEA7KZQPP · pith_short_16: SV4BEA7KZQPPPVAY · pith_short_8: SV4BEA7K

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/SV4BEA7KZQPPPVAYFYBDNPFPM5 \
  | 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: 95781203eacc1ef7d4182e0236bcaf674e1ee26e72656af92f4c8d01d5fcfa10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68e13386df180de1e50fcaec04e81832cdf4d103f2edcb316353beba170a1baf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-13T08:26:43Z",
    "title_canon_sha256": "4b27012b1f7ab5da02632de6036a50e6580a3b8e927889c1772e7c7b91f0cae4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.07124",
    "kind": "arxiv",
    "version": 3
  }
}