Pith Number

pith:F73MHN5I

pith:2024:F73MHN5IF4CSHLYQ3GWBVFSAMT

not attested not anchored not stored refs pending

Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation

Bin Xiao, Lei Su, Lujun Gui, Weipeng Chen

arxiv:2408.15562 v1 · 2024-08-28 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F73MHN5IF4CSHLYQ3GWBVFSAMT}

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

2 papers in Pith

D-PACE: Dynamic Position-Aware Cross-Entropy for Parallel Speculative Drafting

Position-Aware Drafting for Inference Acceleration in LLM-Based Generative List-Wise Recommendation

Receipt and verification

First computed	2026-07-05T09:00:13.795991Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ff6c3b7a82f0523af10d9ac1a964064e585b595f837f87df003520d13c36244

Aliases

arxiv: 2408.15562 · arxiv_version: 2408.15562v1 · doi: 10.48550/arxiv.2408.15562 · pith_short_12: F73MHN5IF4CS · pith_short_16: F73MHN5IF4CSHLYQ · pith_short_8: F73MHN5I

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/F73MHN5IF4CSHLYQ3GWBVFSAMT \
  | 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: 2ff6c3b7a82f0523af10d9ac1a964064e585b595f837f87df003520d13c36244

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d097610e6f5be300abadf8a8a4a4d2f026a00766e37668f277461018c3060fb4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-28T06:28:01Z",
    "title_canon_sha256": "543345ba186e2f15e875fda6db4e0e5824360e69e2ac24722ebb7ccb7105389a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.15562",
    "kind": "arxiv",
    "version": 1
  }
}