Pith Number

pith:ND2WWIX3

pith:2023:ND2WWIX3P24QGFT7KGNG5SP7UX

not attested not anchored not stored refs pending

Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning

Acyr Locatelli, Ahmet \"Ust\"un, Arash Ahmadian, Beyza Ermi\c{s}, Sara Hooker, Ted Zadouri

arxiv:2309.05444 v1 · 2023-09-11 · 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{ND2WWIX3P24QGFT7KGNG5SP7UX}

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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

11 papers in Pith

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models

ARIADNE: Agnostic Routing for Inference-time Adapter DyNamic sElection

BioFact-MoE: Biologically Factorized Mixture of Experts for Vision-Language Prognostic Modeling in Hepatocellular Carcinoma

CP-MoE: Consistency-Preserving Mixture-of-Experts for Continual Learning

Path-Constrained Mixture-of-Experts

Receipt and verification

First computed	2026-07-05T06:49:35.357524Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68f56b22fb7eb903167f519a6ec9ffa5f6a9920a9965dfe00fd31c3c6dea2a6f

Aliases

arxiv: 2309.05444 · arxiv_version: 2309.05444v1 · doi: 10.48550/arxiv.2309.05444 · pith_short_12: ND2WWIX3P24Q · pith_short_16: ND2WWIX3P24QGFT7 · pith_short_8: ND2WWIX3

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/ND2WWIX3P24QGFT7KGNG5SP7UX \
  | 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: 68f56b22fb7eb903167f519a6ec9ffa5f6a9920a9965dfe00fd31c3c6dea2a6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "958496c0763840523c1e33319c2564e4bade7e0a404e8c5ff5e5a413317c7b9f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-11T13:31:00Z",
    "title_canon_sha256": "e68171099625f2d28d883458472182858c17233a63a56044aa1bb1d49734300f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.05444",
    "kind": "arxiv",
    "version": 1
  }
}