Pith Number

pith:YP46SLVE

pith:2021:YP46SLVELVVNLPOB7ICMP3HKSY

not attested not anchored not stored refs pending

Leveraging redundancy in attention with Reuse Transformers

Andreas Veit, Ayan Chakrabarti, Frederick Liu, Himanshu Jain, Michal Lukasik, Sanjiv Kumar, Srinadh Bhojanapalli, Yin-Wen Chang

arxiv:2110.06821 v1 · 2021-10-13 · cs.LG · cs.CL · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YP46SLVELVVNLPOB7ICMP3HKSY}

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

3 papers in Pith

CachePrune: Privacy-Aware and Fine-Grained KV Cache Sharing for Efficient LLM Inference

From Sparsity to Simplicity: Enabling Simpler Sequential Replacements via Sparse Attention Distillation

ASAP: Amortized Doubly-Stochastic Attention via Sliced Dual Projection

Receipt and verification

First computed	2026-07-05T03:22:29.800528Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3f9e92ea45d6ad5bdc1fa04c7ecea960d47eb8ae06b8e64db9d3b92f3f8ee5b

Aliases

arxiv: 2110.06821 · arxiv_version: 2110.06821v1 · doi: 10.48550/arxiv.2110.06821 · pith_short_12: YP46SLVELVVN · pith_short_16: YP46SLVELVVNLPOB · pith_short_8: YP46SLVE

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/YP46SLVELVVNLPOB7ICMP3HKSY \
  | 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: c3f9e92ea45d6ad5bdc1fa04c7ecea960d47eb8ae06b8e64db9d3b92f3f8ee5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "801664ee9c0f3d07d8589da793d9facdc294c118d94c1367ded360aa99ff4b3d",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-13T16:08:02Z",
    "title_canon_sha256": "7973f846dd66187190ca142f0604c180fd0dd384f828c0f1b2419049a2dfa69a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.06821",
    "kind": "arxiv",
    "version": 1
  }
}