Pith Number

pith:ONRCZJGW

pith:2023:ONRCZJGWJZJA3P5VCNSXODCPFZ

not attested not anchored not stored refs pending

MUX-PLMs: Data Multiplexing for High-throughput Language Models

Ameet Deshpande, Carlos E. Jimenez, Izhak Shafran, Karthik Narasimhan, Mingqiu Wang, Vishvak Murahari, Yuan Cao

arxiv:2302.12441 v2 · 2023-02-24 · 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{ONRCZJGWJZJA3P5VCNSXODCPFZ}

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.

Receipt and verification

First computed	2026-07-05T06:12:44.940542Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73622ca4d64e520dbfb51365770c4f2e6478029165c52feffb85d7f8cb4a6a0c

Aliases

arxiv: 2302.12441 · arxiv_version: 2302.12441v2 · doi: 10.48550/arxiv.2302.12441 · pith_short_12: ONRCZJGWJZJA · pith_short_16: ONRCZJGWJZJA3P5V · pith_short_8: ONRCZJGW

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/ONRCZJGWJZJA3P5VCNSXODCPFZ \
  | 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: 73622ca4d64e520dbfb51365770c4f2e6478029165c52feffb85d7f8cb4a6a0c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c41c271bb2535c5c36e6783b9d70737ab3fa57f809c4de60f1c179562e7c41b4",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-24T04:03:15Z",
    "title_canon_sha256": "fc741f75249be626c35416303ba3b725c797efb1958000d1ada214249a9e2eb9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.12441",
    "kind": "arxiv",
    "version": 2
  }
}