Pith Number

pith:NXL7JZKR

pith:2024:NXL7JZKRE3RRMTHNDJOSCSNHPF

not attested not anchored not stored refs pending

A Survey of Resource-efficient LLM and Multimodal Foundation Models

Bingyang Wu, Chen Yang, Daliang Xu, Dongqi Cai, Li Zhang, Mengwei Xu, Qipeng Wang, Qiyang Zhang, Rongjie Yi, Shangguang Wang, Shihe Wang, Wangsong Yin, Xin Jin, Xuanzhe Liu, Yihao Zhao, Yuanchun Li, Yunxin Liu, Zhenyan Lu

arxiv:2401.08092 v2 · 2024-01-16 · cs.LG · cs.AI · cs.DC

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NXL7JZKRE3RRMTHNDJOSCSNHPF}

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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

9 papers in Pith

Rethinking Small VLM Quantization: From Component-Wise Analysis to Hardware-Aware Edge Deployment

ELEVATE: Designing Human-Centered GenAI Virtual Tutors for Scalable and Inclusive Education

Bilevel Optimization for Neural Architecture Search

Model Compression vs. Adversarial Robustness: An Empirical Study on Language Models for Code

ShadowNPU: System and Algorithm Co-design for NPU-Centric On-Device LLM Inference

Receipt and verification

First computed	2026-07-05T09:09:55.559269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6dd7f4e55126e3164ced1a5d2149a7796713725b4977d20693a7e098c9b35238

Aliases

arxiv: 2401.08092 · arxiv_version: 2401.08092v2 · doi: 10.48550/arxiv.2401.08092 · pith_short_12: NXL7JZKRE3RR · pith_short_16: NXL7JZKRE3RRMTHN · pith_short_8: NXL7JZKR

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/NXL7JZKRE3RRMTHNDJOSCSNHPF \
  | 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: 6dd7f4e55126e3164ced1a5d2149a7796713725b4977d20693a7e098c9b35238

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a0b1bf64c87df20d5d837b1773887e9fb599e9c882328c5c00bbea60ad29f8f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-16T03:35:26Z",
    "title_canon_sha256": "f803691bddd28e6aa7b35323ef471c56450c69a4a5d241df50193f47df43c0bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.08092",
    "kind": "arxiv",
    "version": 2
  }
}