Pith Number

pith:SVIKAMOO

pith:2024:SVIKAMOO7W4DCIQPLFXFHE7BGM

not attested not anchored not stored refs pending

No Need to Talk: Asynchronous Mixture of Language Models

Anastasiia Filippova, Angelos Katharopoulos, David Grangier, Ronan Collobert

arxiv:2410.03529 v2 · 2024-10-04 · 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{SVIKAMOO7W4DCIQPLFXFHE7BGM}

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

BTS: Harmonizing Specialized Experts into a Generalist LLM

Receipt and verification

First computed	2026-07-05T10:49:47.105545Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9550a031cefdb831220f596e5393e1332195fe8277a7210e477053ac6186cbb9

Aliases

arxiv: 2410.03529 · arxiv_version: 2410.03529v2 · doi: 10.48550/arxiv.2410.03529 · pith_short_12: SVIKAMOO7W4D · pith_short_16: SVIKAMOO7W4DCIQP · pith_short_8: SVIKAMOO

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/SVIKAMOO7W4DCIQPLFXFHE7BGM \
  | 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: 9550a031cefdb831220f596e5393e1332195fe8277a7210e477053ac6186cbb9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c2b065f259dbca80590394e627b82175286e2443e7a0a7a53a24a6a6fcef66a",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-04T15:50:10Z",
    "title_canon_sha256": "8a671275919d2b9bc64f5e7f0b26aab55bc2d25782f86cac2a3408f3b3026630"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03529",
    "kind": "arxiv",
    "version": 2
  }
}