Pith Number

pith:LC26KQ6N

pith:2024:LC26KQ6NA4XPZ46AWQNBJJWAT6

not attested not anchored not stored refs pending

Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

Beidi Chen, Chunting Zhou, Hao Zhang, Jonathan May, Lili Yu, Luke Zettlemoyer, Omer Levy, Wenhan Xiong, Xiaomeng Yang, Xuezhe Ma

arxiv:2404.08801 v2 · 2024-04-12 · 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{LC26KQ6NA4XPZ46AWQNBJJWAT6}

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

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers

FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision

Receipt and verification

First computed	2026-07-05T08:08:23.305381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58b5e543cd072efcf3c0b41a14a6c09fbd4b05ed7b0d2d0dad5a476f1cdc386a

Aliases

arxiv: 2404.08801 · arxiv_version: 2404.08801v2 · doi: 10.48550/arxiv.2404.08801 · pith_short_12: LC26KQ6NA4XP · pith_short_16: LC26KQ6NA4XPZ46A · pith_short_8: LC26KQ6N

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/LC26KQ6NA4XPZ46AWQNBJJWAT6 \
  | 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: 58b5e543cd072efcf3c0b41a14a6c09fbd4b05ed7b0d2d0dad5a476f1cdc386a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7da83fb2f04150b873a82bb6f49846b0a4c8b4ffee367528294c9e926155e62",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-12T20:28:14Z",
    "title_canon_sha256": "65ad2909896354614cd966a96193af52c9eaeb9ac80dabf0c78f0d25138145a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.08801",
    "kind": "arxiv",
    "version": 2
  }
}