Pith Number

pith:7ZJKKDJ3

pith:2024:7ZJKKDJ3BHGNRXIATC3B2LLZYR

not attested not anchored not stored refs pending

Efficiently Serving Large Multimodal Models Using EPD Disaggregation

Gursimran Singh, Linzi Xing, Timothy Yu, Wei Jiang, Xiaolong Bai, Xinglu Wang, Yifan Hu, Yi Li, Ying Xiong, Yong Zhang, Zhefeng Wang, Zhenan Fan

arxiv:2501.05460 v4 · 2024-12-25 · cs.DC · cs.AI · cs.CV · 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{7ZJKKDJ3BHGNRXIATC3B2LLZYR}

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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

4 papers in Pith

M*: A Modular, Extensible, Serving System for Multimodal Models

Taming Request Imbalance: SLO-Aware Scheduling for Disaggregated LLM Inference

RTP-LLM: High-Performance Alibaba LLM Inference Engine

Taming Request Imbalance: SLO-Aware Scheduling for Disaggregated LLM Inference

Receipt and verification

First computed	2026-07-05T11:28:33.375403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe52a50d3b09ccd8dd0098b61d2d79c4683b80a5ad0210d420d62a8fadb835ba

Aliases

arxiv: 2501.05460 · arxiv_version: 2501.05460v4 · doi: 10.48550/arxiv.2501.05460 · pith_short_12: 7ZJKKDJ3BHGN · pith_short_16: 7ZJKKDJ3BHGNRXIA · pith_short_8: 7ZJKKDJ3

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/7ZJKKDJ3BHGNRXIATC3B2LLZYR \
  | 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: fe52a50d3b09ccd8dd0098b61d2d79c4683b80a5ad0210d420d62a8fadb835ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d80fed5f877d51d3160b088c8a8ded3b07fdd26c4efabaa9c8c307b5441e00d3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-12-25T10:11:31Z",
    "title_canon_sha256": "72bc63e0f6779b17c4a4121501d80ba8cd57714c1f8ea3d5ec7adabf5cf17a0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05460",
    "kind": "arxiv",
    "version": 4
  }
}