Pith Number

pith:U6XM5DAD

pith:2024:U6XM5DADF5WW2F6MKTUYAQHGCZ

not attested not anchored not stored refs pending

MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding

Avner May, Beidi Chen, Ian En-Hsu Yen, Jian Chen, Jinyuan Shi, Ranajoy Sadhukhan, Ruihang Lai, Tianqi Chen, Vashisth Tiwari, Zhuoming Chen

arxiv:2408.11049 v5 · 2024-08-20 · 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{U6XM5DADF5WW2F6MKTUYAQHGCZ}

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

5 papers in Pith

Dustin: Draft-Augmented Sparse Verification for Efficient Long-Context Generation with Speculative Decoding

Cassandra: Enabling Reasoning LLMs at Edge via Self-Speculative Decoding

Bastion: Budget-Aware Speculative Decoding with Tree-structured Block Diffusion Drafting

Draft Less, Retrieve More: Hybrid Tree Construction for Speculative Decoding

VeriCache: Turning Lossy KV Cache into Lossless LLM Inference

Receipt and verification

First computed	2026-07-05T10:43:00.854137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7aece8c032f6d6d17cc54e98040e6164b494fe1aaa1a1d25f9aa13c18981c0f

Aliases

arxiv: 2408.11049 · arxiv_version: 2408.11049v5 · doi: 10.48550/arxiv.2408.11049 · pith_short_12: U6XM5DADF5WW · pith_short_16: U6XM5DADF5WW2F6M · pith_short_8: U6XM5DAD

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/U6XM5DADF5WW2F6MKTUYAQHGCZ \
  | 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: a7aece8c032f6d6d17cc54e98040e6164b494fe1aaa1a1d25f9aa13c18981c0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "904771b8cba403a7631fbef56cbf966d35507a91877d088b34bd9263117b68ff",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-20T17:57:31Z",
    "title_canon_sha256": "5f8ac418e5ccdbef5d13d5dd3cf972f76fcb8b6a1f9d16edde2a4f6ac9f29b84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11049",
    "kind": "arxiv",
    "version": 5
  }
}