Pith Number

pith:HWHR52P5

pith:2024:HWHR52P5VMGU45S23DEQGLBYFJ

not attested not anchored not stored refs pending

SampleAttention: Near-Lossless Acceleration of Long Context LLM Inference with Adaptive Structured Sparse Attention

Chang Chen, Chao Yang, Dahua Lin, Guanyu Feng, Jiangfei Duan, Qianchao Zhu, Siran Liu, Xiao Chuanfu, Xin Lv

arxiv:2406.15486 v3 · 2024-06-17 · cs.CL · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HWHR52P5VMGU45S23DEQGLBYFJ}

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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

4 papers in Pith

SIFT: Selective-Index For Fast Compute of RAG Prefill by Exploiting Attention Invariance

GhostServe: A Lightweight Checkpointing System in the Shadow for Fault-Tolerant LLM Serving

CSAttention: Centroid-Scoring Attention for Accelerating LLM Inference

Sparse Attention as a Range Searching Problem: Towards an Inference-Efficient Index for KV Cache

Receipt and verification

First computed	2026-07-05T12:03:42.882603Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d8f1ee9fdab0d4e765ad8c9032c382a7e34e4a1938f8ad26b961bebbea65a45

Aliases

arxiv: 2406.15486 · arxiv_version: 2406.15486v3 · doi: 10.48550/arxiv.2406.15486 · pith_short_12: HWHR52P5VMGU · pith_short_16: HWHR52P5VMGU45S2 · pith_short_8: HWHR52P5

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/HWHR52P5VMGU45S23DEQGLBYFJ \
  | 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: 3d8f1ee9fdab0d4e765ad8c9032c382a7e34e4a1938f8ad26b961bebbea65a45

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac78ddf832f5985ad454f5b68668722c19775c7e1f3fd66af8e69b346edb25f0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-17T11:05:15Z",
    "title_canon_sha256": "658adb9838894b1ef36ee5c814a4ba0d628b9ba150beee090dbdee5ddf458444"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15486",
    "kind": "arxiv",
    "version": 3
  }
}