Pith Number

pith:SLKSCT6X

pith:2023:SLKSCT6XWDRZFMSCLQU6MKDNRB

not attested not anchored not stored refs pending

PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU

Haibo Chen, Haotong Xie, Yixin Song, Zeyu Mi

arxiv:2312.12456 v2 · 2023-12-16 · cs.LG · cs.OS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SLKSCT6XWDRZFMSCLQU6MKDNRB}

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

9 papers in Pith

Does Mixture-of-Experts Actually Help Inference on Consumer and Edge Hardware? An Empirical Study

ITME: Inference Tiered Memory Expansion with Disaggregated CXL-Hybrid Memories

EdgeFM: Efficient Edge Inference for Vision-Language Models

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

A Survey on Efficient Inference for Large Language Models

Receipt and verification

First computed	2026-07-05T09:48:11.633438Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92d5214fd7b0e392b2425c29e6286d884b1fda05d7aa19d0a85c317434b27671

Aliases

arxiv: 2312.12456 · arxiv_version: 2312.12456v2 · doi: 10.48550/arxiv.2312.12456 · pith_short_12: SLKSCT6XWDRZ · pith_short_16: SLKSCT6XWDRZFMSC · pith_short_8: SLKSCT6X

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/SLKSCT6XWDRZFMSCLQU6MKDNRB \
  | 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: 92d5214fd7b0e392b2425c29e6286d884b1fda05d7aa19d0a85c317434b27671

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55a761ff35471727ff3c67504a1c4b19c4d8e8b1d71ae49bfca54564f5d39528",
    "cross_cats_sorted": [
      "cs.OS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-16T02:27:00Z",
    "title_canon_sha256": "abbbbdc2a11407a4f8d33f93b816db8cb91ae14ba66be8ef300a08230beca6c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.12456",
    "kind": "arxiv",
    "version": 2
  }
}