Pith Number

pith:GVY36ZSS

pith:2025:GVY36ZSS3PH5QDZFT2T5JXEDG6

not attested not anchored not stored refs pending

Exploiting Sparsity for Long Context Inference: Million Token Contexts on Commodity GPUs

Alex Stein, John Kirchenbauer, Josue Melendez Sanchez, Manli Shu, Monte Hoover, Neel Jain, Ramani Duraiswami, Ryan Synk, Tom Goldstein

arxiv:2502.06766 v2 · 2025-02-10 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GVY36ZSS3PH5QDZFT2T5JXEDG6}

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

1 paper in Pith

End-to-End Context Compression at Scale

Receipt and verification

First computed	2026-07-05T10:13:09.099702Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3571bf6652dbcfd80f259ea7d4dc833791d28d018a8df76301793d4030a733cc

Aliases

arxiv: 2502.06766 · arxiv_version: 2502.06766v2 · doi: 10.48550/arxiv.2502.06766 · pith_short_12: GVY36ZSS3PH5 · pith_short_16: GVY36ZSS3PH5QDZF · pith_short_8: GVY36ZSS

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/GVY36ZSS3PH5QDZFT2T5JXEDG6 \
  | 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: 3571bf6652dbcfd80f259ea7d4dc833791d28d018a8df76301793d4030a733cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96ddf2d0f64ecaa9daf9e09e39e91f8ffa0ed37500cb3b865efb0092113f54aa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-10T18:47:04Z",
    "title_canon_sha256": "e5b5e0d7b3a9062c730187e5b66ae8d5e7ed8406d5478c4a2e0e7dce2d4b3227"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06766",
    "kind": "arxiv",
    "version": 2
  }
}