Pith Number

pith:SAEIETTO

pith:2021:SAEIETTOEARRURX7CWHWPOLPFI

not attested not anchored not stored refs pending

M6-T: Exploring Sparse Expert Models and Beyond

Ang Wang, An Yang, Chang Zhou, Di Zhang, Hongxia Yang, Jiamang Wang, Jie Zhang, Jingren Zhou, Junyang Lin, Le Jiang, Lin Qu, Rui Men, Wei Lin, Xianyan Jia, Yong Li

arxiv:2105.15082 v5 · 2021-05-31 · 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{SAEIETTOEARRURX7CWHWPOLPFI}

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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

DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models

Receipt and verification

First computed	2026-07-05T03:04:05.299515Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9008824e6e20231a46ff158f67b96f2a17eb041498b389ae8405ce53d8be1409

Aliases

arxiv: 2105.15082 · arxiv_version: 2105.15082v5 · doi: 10.48550/arxiv.2105.15082 · pith_short_12: SAEIETTOEARR · pith_short_16: SAEIETTOEARRURX7 · pith_short_8: SAEIETTO

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/SAEIETTOEARRURX7CWHWPOLPFI \
  | 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: 9008824e6e20231a46ff158f67b96f2a17eb041498b389ae8405ce53d8be1409

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "353244cd5d33e6dda740e82e9284f66a867951067c9a2f83972062746449672f",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-31T16:12:44Z",
    "title_canon_sha256": "c819ca5a13c6949085314f28e324a7f2093db0dc8ecf318a5702e45d085200d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.15082",
    "kind": "arxiv",
    "version": 5
  }
}