Pith Number

pith:YNRPOVXK

pith:2022:YNRPOVXKQDJHZE2AMXWQQNQL6E

not attested not anchored not stored refs pending

Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

Ali Farhadi, Ari S. Morcos, Gabriel Ilharco, Hongseok Namkoong, Ludwig Schmidt, Mitchell Wortsman, Raphael Gontijo-Lopes, Rebecca Roelofs, Samir Yitzhak Gadre, Simon Kornblith, Yair Carmon

arxiv:2203.05482 v3 · 2022-03-10 · cs.LG · cs.CL · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YNRPOVXKQDJHZE2AMXWQQNQL6E}

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

12 papers in Pith

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EmbeddingGemma: Powerful and Lightweight Text Representations

CoCa: Contrastive Captioners are Image-Text Foundation Models

Receipt and verification

First computed	2026-07-05T04:36:47.859955Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c362f756ea80d27c934065ed08360bf11eb698975ccfb934d0523dc42e361a3e

Aliases

arxiv: 2203.05482 · arxiv_version: 2203.05482v3 · doi: 10.48550/arxiv.2203.05482 · pith_short_12: YNRPOVXKQDJH · pith_short_16: YNRPOVXKQDJHZE2A · pith_short_8: YNRPOVXK

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/YNRPOVXKQDJHZE2AMXWQQNQL6E \
  | 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: c362f756ea80d27c934065ed08360bf11eb698975ccfb934d0523dc42e361a3e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac88a086ddf3e7eda025b9c0225df91ca0fbcf234595736ffb5a82ec4ab2f60f",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-10T17:03:49Z",
    "title_canon_sha256": "51862f7d7f6becfeb6cdc9486965f7d936e4c3108bcb6fa4c70f9b29473872a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.05482",
    "kind": "arxiv",
    "version": 3
  }
}