Pith Number

pith:XTQKRVTP

pith:2025:XTQKRVTPTN7332XNVDHO2I7TFW

not attested not anchored not stored refs pending

Hamming Attention Distillation: Binarizing Keys and Queries for Efficient Long-Context Transformers

Bhavna Gopal, Brady Taylor, Chiyue Wei, Cong Guo, Deliang Fan, Hai Li, Mark Horton, Peter Liu, Shan X. Wang, Tergel Molom-Ochir, Yiran Chen

arxiv:2502.01770 v1 · 2025-02-03 · cs.LG · cs.AI · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XTQKRVTPTN7332XNVDHO2I7TFW}

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.

Receipt and verification

First computed	2026-07-05T10:09:18.782148Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bce0a8d66f9b7fbdeaeda8ceed23f32da2877c0c55bda6746e31d9447dceff63

Aliases

arxiv: 2502.01770 · arxiv_version: 2502.01770v1 · doi: 10.48550/arxiv.2502.01770 · pith_short_12: XTQKRVTPTN73 · pith_short_16: XTQKRVTPTN7332XN · pith_short_8: XTQKRVTP

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/XTQKRVTPTN7332XNVDHO2I7TFW \
  | 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: bce0a8d66f9b7fbdeaeda8ceed23f32da2877c0c55bda6746e31d9447dceff63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14d22d7adde672952f62f15b2fada3b5fcd76cf1669694e5fd151e903503fc88",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-03T19:24:01Z",
    "title_canon_sha256": "85a63360d6180b62a6e7d84724d282566eb8d624a909f9961fb66db45071c05a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01770",
    "kind": "arxiv",
    "version": 1
  }
}