Pith Number

pith:XSNBFLXX

pith:2024:XSNBFLXXVUK7HHTF27K2TZ7B5K

not attested not anchored not stored refs pending

WASH: Train your Ensemble with Communication-Efficient Weight Shuffling, then Average

Adel Nabli (MLIA, Edouard Oyallon, Eugene Belilovsky (MILA), Louis Fournier (MLIA), Marco Pedersoli (ETS), Masih Aminbeidokhti (ETS), MILA)

arxiv:2405.17517 v1 · 2024-05-27 · cs.LG · cs.CV · cs.NE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XSNBFLXXVUK7HHTF27K2TZ7B5K}

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.

Cited by

1 paper in Pith

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities

Receipt and verification

First computed	2026-07-05T08:24:07.904571Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc9a12aef7ad15f39e65d7d5a9e7e1ea80361a1c7be41762844ac2bdd6348e34

Aliases

arxiv: 2405.17517 · arxiv_version: 2405.17517v1 · doi: 10.48550/arxiv.2405.17517 · pith_short_12: XSNBFLXXVUK7 · pith_short_16: XSNBFLXXVUK7HHTF · pith_short_8: XSNBFLXX

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/XSNBFLXXVUK7HHTF27K2TZ7B5K \
  | 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: bc9a12aef7ad15f39e65d7d5a9e7e1ea80361a1c7be41762844ac2bdd6348e34

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2314e055fe4fe103aad228e8893e67ae8d0cb4760352e54cef187561315b0703",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-27T09:02:57Z",
    "title_canon_sha256": "98ab9c4d579853a96cee84663dafa7dfac1a5c13305933cc0b502556cb05c41e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17517",
    "kind": "arxiv",
    "version": 1
  }
}