Pith Number

pith:ND2G5534

pith:2024:ND2G5534I2P7P2MBJXOK2OO5UI

not attested not anchored not stored refs pending

Mixture of Experts with Mixture of Precisions for Tuning Quality of Service

Abdolah Amirany, HamidReza Imani, Tarek El-Ghazawi

arxiv:2407.14417 v2 · 2024-07-19 · cs.DC · cs.AI · cs.LG · cs.PF

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ND2G5534I2P7P2MBJXOK2OO5UI}

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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

1 paper in Pith

Mixture of Experts (MoE): A Big Data Perspective

Receipt and verification

First computed	2026-07-05T09:04:38.220042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68f46ef77c469ff7e9814ddcad39dda2047d113fd1542d4f5437c4550aa951f3

Aliases

arxiv: 2407.14417 · arxiv_version: 2407.14417v2 · doi: 10.48550/arxiv.2407.14417 · pith_short_12: ND2G5534I2P7 · pith_short_16: ND2G5534I2P7P2MB · pith_short_8: ND2G5534

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/ND2G5534I2P7P2MBJXOK2OO5UI \
  | 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: 68f46ef77c469ff7e9814ddcad39dda2047d113fd1542d4f5437c4550aa951f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ea86670dc9919adc010eb8559ee49822a6549cefad524c9231f41454bdf4d50",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-07-19T15:42:49Z",
    "title_canon_sha256": "a49af5b7c83870425ecb95841953bd77046d416f34da1c193098ad357a2a0cfd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.14417",
    "kind": "arxiv",
    "version": 2
  }
}