Pith Number

pith:ZNWBM4BD

pith:2024:ZNWBM4BDS5ECJIDKAS5UTFFQLG

not attested not anchored not stored refs pending

MixPE: Quantization and Hardware Co-design for Efficient LLM Inference

Bei Yu, Hui-Ling Zhen, Lancheng Zou, Mingxuan Yuan, Mingzi Wang, Wulong Liu, Yu Zhang

arxiv:2411.16158 v1 · 2024-11-25 · cs.LG · cs.AI · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZNWBM4BDS5ECJIDKAS5UTFFQLG}

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

1 paper in Pith

Multi-Scale Dequant: Eliminating Dequantization Bottleneck via Activation Decomposition for Efficient LLM Inference

Receipt and verification

First computed	2026-07-05T09:40:05.331812Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb6c167023974824a06a04bb4994b059b3bad1d24b75ee1249d4c5b9ae3c11e7

Aliases

arxiv: 2411.16158 · arxiv_version: 2411.16158v1 · doi: 10.48550/arxiv.2411.16158 · pith_short_12: ZNWBM4BDS5EC · pith_short_16: ZNWBM4BDS5ECJIDK · pith_short_8: ZNWBM4BD

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/ZNWBM4BDS5ECJIDKAS5UTFFQLG \
  | 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: cb6c167023974824a06a04bb4994b059b3bad1d24b75ee1249d4c5b9ae3c11e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8009938b94d19ad87edf263b38f47fdc08574c320f37b89e285c431eab622a82",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-25T07:34:53Z",
    "title_canon_sha256": "fb35a29a4d7a0c0efeafae0149c39e79e1d344e664e3e9b4aa08d4f26c394159"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16158",
    "kind": "arxiv",
    "version": 1
  }
}