Pith Number

pith:E4S7OUFP

pith:2024:E4S7OUFPNWR3J46L6TH6NOHKED

not attested not anchored not stored refs pending

Llama 3 Meets MoE: Efficient Upcycling

Aditya Vavre, Ashwath Aithal, Dennis Liu, Ethan He, June Yang, Nima Tajbakhsh, Zijie Yan

arxiv:2412.09952 v1 · 2024-12-13 · 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{E4S7OUFPNWR3J46L6TH6NOHKED}

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

Scaling Fine-Grained MoE Beyond 50B Parameters: Empirical Evaluation and Practical Insights

Receipt and verification

First computed	2026-07-05T09:48:44.360797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2725f750af6da3b4f3cbf4cfe6b8ea20d0e135ba139db73312e4b1fa6f55a920

Aliases

arxiv: 2412.09952 · arxiv_version: 2412.09952v1 · doi: 10.48550/arxiv.2412.09952 · pith_short_12: E4S7OUFPNWR3 · pith_short_16: E4S7OUFPNWR3J46L · pith_short_8: E4S7OUFP

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/E4S7OUFPNWR3J46L6TH6NOHKED \
  | 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: 2725f750af6da3b4f3cbf4cfe6b8ea20d0e135ba139db73312e4b1fa6f55a920

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a36b16ebadc40647dab2521c99b5cbc94ef2ac474328fbb465b856d42449363",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-13T08:22:19Z",
    "title_canon_sha256": "6fbca8c139efd1bc41aee256e9a3d48c4d322e4aa42ec0a28b87e8b120d47d51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09952",
    "kind": "arxiv",
    "version": 1
  }
}