Pith Number

pith:WQM2TJON

pith:2024:WQM2TJONFN642BVE7P4PRATRQQ

not attested not anchored not stored refs pending

I-LLM: Efficient Integer-Only Inference for Fully-Quantized Low-Bit Large Language Models

Chen Xu, Dawei Yang, Jiangyong Yu, Sifan Zhou, Xing Hu, Yuan Cheng, Zhihang Yuan

arxiv:2405.17849 v2 · 2024-05-28 · cs.LG · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{WQM2TJONFN642BVE7P4PRATRQQ}

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Record completeness

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2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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

7 papers in Pith

MGVQ: Synergizing Multi-dimensional Sensitivity-Aware and Gradient-Hessian Fusion for Vector Quantization

EVA: Accelerating LLM Decoding via an Efficient Vector Quantization Architecture

Theory-optimal Quantization Based on Flatness

Breaking Modality Heterogeneity in Low-Bit Quantization for Large Vision-Language Models

QFlash: Bridging Quantization and Memory Efficiency in Vision Transformer Attention

Receipt and verification

First computed	2026-07-05T08:27:49.036974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b419a9a5cd2b7dcd06a4fbf8f8827184298b4b72c9577a2e0575d47302f0d212

Aliases

arxiv: 2405.17849 · arxiv_version: 2405.17849v2 · doi: 10.48550/arxiv.2405.17849 · pith_short_12: WQM2TJONFN64 · pith_short_16: WQM2TJONFN642BVE · pith_short_8: WQM2TJON

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/WQM2TJONFN642BVE7P4PRATRQQ \
  | 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: b419a9a5cd2b7dcd06a4fbf8f8827184298b4b72c9577a2e0575d47302f0d212

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b259b81f20231965b9b0c035912351bd0193c3b12421bcb8d78d8c519f874b35",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-28T05:56:11Z",
    "title_canon_sha256": "0695b227d494c84da58762e0b11109d8d1194fe494df54e0e1b5bd0134c4eb53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17849",
    "kind": "arxiv",
    "version": 2
  }
}