Pith Number

pith:5TSRCTMN

pith:2024:5TSRCTMN3YHRMTRGN7YV3EJCH7

not attested not anchored not stored refs pending

MagicPIG: LSH Sampling for Efficient LLM Generation

Beidi Chen, Jianyu Zhang, Leon Bottou, Matthijs Douze, Niklas Nolte, Ranajoy Sadhukhan, Yang Zhou, Yuandong Tian, Zhihao Jia, Zhuoming Chen, Zihao Ye

arxiv:2410.16179 v4 · 2024-10-21 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5TSRCTMN3YHRMTRGN7YV3EJCH7}

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

12 papers in Pith

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Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

CSAttention: Centroid-Scoring Attention for Accelerating LLM Inference

AB-Sparse: Sparse Attention with Adaptive Block Size for Accurate and Efficient Long-Context Inference

Receipt and verification

First computed	2026-07-05T09:50:53.257080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ece5114d8dde0f164e266ff15d91223fe57bfd0ea94a4214798a99afd4153b09

Aliases

arxiv: 2410.16179 · arxiv_version: 2410.16179v4 · doi: 10.48550/arxiv.2410.16179 · pith_short_12: 5TSRCTMN3YHR · pith_short_16: 5TSRCTMN3YHRMTRG · pith_short_8: 5TSRCTMN

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/5TSRCTMN3YHRMTRGN7YV3EJCH7 \
  | 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: ece5114d8dde0f164e266ff15d91223fe57bfd0ea94a4214798a99afd4153b09

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d15b784de3d0d5d1947ede8f542abdfad7cb56e271bbd58ccb6d5efedd5567b2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-21T16:44:51Z",
    "title_canon_sha256": "b8ea6f1e8cc77f8377660410c7862d8c91f66c6fc9d84d7a95272176d1fd7609"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16179",
    "kind": "arxiv",
    "version": 4
  }
}