Pith Number

pith:XXRJL7EC

pith:2024:XXRJL7ECTBPQX2BXTJW354FYYP

not attested not anchored not stored refs pending

Efficient LLM Inference using Dynamic Input Pruning and Cache-Aware Masking

Amir Jalalirad, Andrii Skliar, Bence Major, Davide Belli, Marco Federici, Markus Nagel, Mart van Baalen, Paul Whatmough

arxiv:2412.01380 v2 · 2024-12-02 · cs.LG · 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{XXRJL7ECTBPQX2BXTJW354FYYP}

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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

1 paper in Pith

RAP: Runtime Adaptive Pruning for LLM Inference

Receipt and verification

First computed	2026-07-05T10:43:41.385818Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bde295fc82985f0be8379a6dbef0b8c3c1232ad5933e0f3699f9ab1e8f882c3d

Aliases

arxiv: 2412.01380 · arxiv_version: 2412.01380v2 · doi: 10.48550/arxiv.2412.01380 · pith_short_12: XXRJL7ECTBPQ · pith_short_16: XXRJL7ECTBPQX2BX · pith_short_8: XXRJL7EC

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/XXRJL7ECTBPQX2BXTJW354FYYP \
  | 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: bde295fc82985f0be8379a6dbef0b8c3c1232ad5933e0f3699f9ab1e8f882c3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15da05e1e143d692480890fcee92b26068ca73e5834a2858c552f850192c99e0",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-02T11:07:51Z",
    "title_canon_sha256": "426682f05831c36fe361e561f9b5c66b7478a3533e2eba97855dffd0fcbddad4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01380",
    "kind": "arxiv",
    "version": 2
  }
}