Pith Number

pith:4ZFHMIZZ

pith:2025:4ZFHMIZZTGRPXXXRVIR6PU4N7N

not attested not anchored not stored refs pending

QuickSilver -- Speeding up LLM Inference through Dynamic Token Halting, KV Skipping, Contextual Token Fusion, and Adaptive Matryoshka Quantization

Aditya Kumar Guru, Aman Chadha, Amitava Das, Danush Khanna, Kripabandhu Ghosh, Meetu Malhotra, Rubhav Bahirwani, Srivarshinee Sridhar, Vinija Jain, Zidan Ahmed

arxiv:2506.22396 v1 · 2025-06-27 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4ZFHMIZZTGRPXXXRVIR6PU4N7N}

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

Two-dimensional early exit optimisation of LLM inference

Receipt and verification

First computed	2026-07-05T11:28:26.789239Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e64a76233999a2fbdef1aa23e7d38dfb6e9610417f51550b4b7f0842f9beccb5

Aliases

arxiv: 2506.22396 · arxiv_version: 2506.22396v1 · doi: 10.48550/arxiv.2506.22396 · pith_short_12: 4ZFHMIZZTGRP · pith_short_16: 4ZFHMIZZTGRPXXXR · pith_short_8: 4ZFHMIZZ

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/4ZFHMIZZTGRPXXXRVIR6PU4N7N \
  | 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: e64a76233999a2fbdef1aa23e7d38dfb6e9610417f51550b4b7f0842f9beccb5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b081069806b1a34573868e68445ef6714ac5522af7c7269670e7f4749fb43373",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-27T17:10:32Z",
    "title_canon_sha256": "aa7ad9c07b2949fd3428cbc18e1a80504ded218c748caa6501ca21113bdda434"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.22396",
    "kind": "arxiv",
    "version": 1
  }
}