Pith Number

pith:XZBT6SJF

pith:2024:XZBT6SJFA2J4WNL3TQ3AOARBTO

not attested not anchored not stored refs pending

Yi-Lightning Technical Report

Alan Wake, Bei Chen, Chao Li, Chengen Huang, Chenglin Cai, Chujie Zheng, C.X. Lv, Daniel Cooper, Fan Zhou, Feng Hu, Ge Zhang, Guoyin Wang, Heng Ji, Howard Qiu, Jiangcheng Zhu, Jun Tian, Katherine Su, Lihuan Zhang, Liying Li, Ming Song, Mou Li, Peng Liu, Qicheng Hu, Shawn Wang, Shijun Zhou, Shiming Yang, Shiyong Li, Tianhang Zhu, Wenhao Huang, Wen Xie, Xiang He, Xiaobo Chen, Xiaohui Hu, Xiaoyi Ren, Xinyao Niu, Yanpeng Li, Yongke Zhao, Yongzhen Luo, Yuchi Xu, Yuxuan Sha, Zhaodong Yan, Zhiyuan Liu, Zirui Zhang, Zonghong Dai

arxiv:2412.01253 v5 · 2024-12-02 · cs.CL · cs.AI · 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{XZBT6SJFA2J4WNL3TQ3AOARBTO}

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

1 paper in Pith

RLBFF: Binary Flexible Feedback to bridge between Human Feedback & Verifiable Rewards

Receipt and verification

First computed	2026-07-05T10:03:49.660309Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be433f49250693cb357b9c360702219bb46b16b1d63c45f3b4ce2df8a98117e6

Aliases

arxiv: 2412.01253 · arxiv_version: 2412.01253v5 · doi: 10.48550/arxiv.2412.01253 · pith_short_12: XZBT6SJFA2J4 · pith_short_16: XZBT6SJFA2J4WNL3 · pith_short_8: XZBT6SJF

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/XZBT6SJFA2J4WNL3TQ3AOARBTO \
  | 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: be433f49250693cb357b9c360702219bb46b16b1d63c45f3b4ce2df8a98117e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62ba06281bb780e16163867547de90a3084cb111dc8b3708f8819e4575887cfc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-02T08:22:56Z",
    "title_canon_sha256": "bd6fe85251da9218862321bcf24cc3ace1b4e55d3729a7c8a587761264353011"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01253",
    "kind": "arxiv",
    "version": 5
  }
}