Pith Number

pith:SVGALYVO

pith:2024:SVGALYVOPBEY2J2Z4YUWCWSXPP

not attested not anchored not stored refs pending

Communication-Efficient Sparsely-Activated Model Training via Sequence Migration and Token Condensation

Fahao Chen, Peng Li, Song Guo, Zhou Su, Zicong Hong

arxiv:2411.15419 v1 · 2024-11-23 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SVGALYVOPBEY2J2Z4YUWCWSXPP}

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	2026-07-05T09:39:34.334442Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

954c05e2ae78498d2759e629615a577bfc07dd82147c4ae01028c16d9147882d

Aliases

arxiv: 2411.15419 · arxiv_version: 2411.15419v1 · doi: 10.48550/arxiv.2411.15419 · pith_short_12: SVGALYVOPBEY · pith_short_16: SVGALYVOPBEY2J2Z · pith_short_8: SVGALYVO

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/SVGALYVOPBEY2J2Z4YUWCWSXPP \
  | 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: 954c05e2ae78498d2759e629615a577bfc07dd82147c4ae01028c16d9147882d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e317508cd61d4da3f908b2c24d88d05fafa1ad91068ab9bd049b9fc658f6fcd0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-11-23T02:41:34Z",
    "title_canon_sha256": "3160d85daba7f6169337b22bb892f160fd280d4ce2aa737335d65e9de99c1640"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15419",
    "kind": "arxiv",
    "version": 1
  }
}