Pith Number

pith:O2Q6VE6I

pith:2023:O2Q6VE6IPXBFTEJ2KWZR664MM3

not attested not anchored not stored refs pending

Striped Attention: Faster Ring Attention for Causal Transformers

Aniruddha Nrusimha, Jonathan Ragan-Kelley, Kevin Qian, Tian Jin, William Brandon, Zachary Ankner, Zhiye Song

arxiv:2311.09431 v1 · 2023-11-15 · cs.LG · cs.CL

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\usepackage{pith}
\pithnumber{O2Q6VE6IPXBFTEJ2KWZR664MM3}

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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

15 papers in Pith

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Achieving Cloud-Grade SLOs for Local Mixture-of-Experts Inference through CPU-GPU Hybrid Design

Arachne: Orchestrating Cascades for Efficient Text-to-Video Model Training

HCMS: Head-Chunked Multi-Stream Pipeline for Communication-Computation Overlap in Long-Sequence Parallel Attention

Towards Distributed Inference of LLMs on a P2P Network

Receipt and verification

First computed	2026-07-05T07:13:27.911045Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76a1ea93c87dc259913a55b31f7b8c66c8db14a24243c3af654f71309de5fba4

Aliases

arxiv: 2311.09431 · arxiv_version: 2311.09431v1 · doi: 10.48550/arxiv.2311.09431 · pith_short_12: O2Q6VE6IPXBF · pith_short_16: O2Q6VE6IPXBFTEJ2 · pith_short_8: O2Q6VE6I

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/O2Q6VE6IPXBFTEJ2KWZR664MM3 \
  | 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: 76a1ea93c87dc259913a55b31f7b8c66c8db14a24243c3af654f71309de5fba4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "434cf4dcd16600e574c4876310f49613dc4ec2d9b0014666ac3e08199ece6058",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-15T23:01:02Z",
    "title_canon_sha256": "97f51caa7359f692ee229bb3f1704255052b13215bccb09d172eac0b47b4d341"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09431",
    "kind": "arxiv",
    "version": 1
  }
}