Pith Number

pith:MROJEPKM

pith:2023:MROJEPKMXHNW3V77V75BQS6HOO

not attested not anchored not stored refs pending

FusionAI: Decentralized Training and Deploying LLMs with Massive Consumer-Level GPUs

Bingsheng He, Kaiyong Zhao, Longteng Zhang, Qiang Wang, Rongfei Zeng, Shaohuai Shi, Xiaowen Chu, Xinglin Pan, Xin He, Yuxin Wang, Zhenheng Tang

arxiv:2309.01172 v1 · 2023-09-03 · cs.DC · cs.AI · cs.LG · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MROJEPKMXHNW3V77V75BQS6HOO}

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

2 papers in Pith

Decentralised AI Training and Inference with BlockTrain

On Harnessing Idle Compute at the Edge for Foundation Model Training

Receipt and verification

First computed	2026-07-05T06:47:33.906811Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

645c923d4cb9db6dd7ffaffa184bc773b6c055e6a57cc7d3613be3f3b5629066

Aliases

arxiv: 2309.01172 · arxiv_version: 2309.01172v1 · doi: 10.48550/arxiv.2309.01172 · pith_short_12: MROJEPKMXHNW · pith_short_16: MROJEPKMXHNW3V77 · pith_short_8: MROJEPKM

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/MROJEPKMXHNW3V77V75BQS6HOO \
  | 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: 645c923d4cb9db6dd7ffaffa184bc773b6c055e6a57cc7d3613be3f3b5629066

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3522b24c01c79b0860e87834b164cb85565b756e874cce9b11f86cbcc67817cf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-09-03T13:27:56Z",
    "title_canon_sha256": "eb0b53a72705c73220e8fcfed9d1830e47c05e0869ad1b42e49a6dde74e758dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.01172",
    "kind": "arxiv",
    "version": 1
  }
}