Pith Number

pith:GVMIA2JH

pith:2024:GVMIA2JHN2VOKD3CV7IRN3AQHW

not attested not anchored not stored refs pending

Inf-MLLM: Efficient Streaming Inference of Multimodal Large Language Models on a Single GPU

Jieru Zhao, Minyi Guo, Qihao Jin, Wenchao Ding, Zhenyu Ning

arxiv:2409.09086 v1 · 2024-09-11 · cs.LG · cs.AI · cs.CV · cs.DC · cs.PF

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\usepackage{pith}
\pithnumber{GVMIA2JHN2VOKD3CV7IRN3AQHW}

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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

Toward Native Multimodal Modeling: A Roadmap

StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering

Convex Optimization for Alignment and Preference Learning on a Single GPU

Technology solutions targeting the performance of gen-AI inference in resource constrained platforms

Receipt and verification

First computed	2026-07-05T09:07:04.734918Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35588069276eaae50f62afd116ec103da820cc85664172cd2c8c5f9e624527f2

Aliases

arxiv: 2409.09086 · arxiv_version: 2409.09086v1 · doi: 10.48550/arxiv.2409.09086 · pith_short_12: GVMIA2JHN2VO · pith_short_16: GVMIA2JHN2VOKD3C · pith_short_8: GVMIA2JH

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/GVMIA2JHN2VOKD3CV7IRN3AQHW \
  | 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: 35588069276eaae50f62afd116ec103da820cc85664172cd2c8c5f9e624527f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b5160d8006bb63e5db282ecbe50f7a75d51d9d1373640eb980c9a9e915df132",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.DC",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-11T12:44:12Z",
    "title_canon_sha256": "0348812eed2677ca0be5ab687c817adc27ea85a56b1207c7e575d53031f29d98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.09086",
    "kind": "arxiv",
    "version": 1
  }
}