Pith Number

pith:V6WUGBNW

pith:2023:V6WUGBNWBWXAMXYPFAPDURCXK7

not attested not anchored not stored refs pending

Mnemosyne: Learning to Train Transformers with Transformers

Avinava Dubey, Deepali Jain, Jie Tan, Krzysztof Marcin Choromanski, Sumeet Singh, Tingnan Zhang, Vikas Sindhwani

arxiv:2302.01128 v3 · 2023-02-02 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V6WUGBNWBWXAMXYPFAPDURCXK7}

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	2026-07-05T06:21:30.410215Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afad4305b60dae065f0f281e3a445757ef98cb47569d532314cfe4d4dfc00632

Aliases

arxiv: 2302.01128 · arxiv_version: 2302.01128v3 · doi: 10.48550/arxiv.2302.01128 · pith_short_12: V6WUGBNWBWXA · pith_short_16: V6WUGBNWBWXAMXYP · pith_short_8: V6WUGBNW

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/V6WUGBNWBWXAMXYPFAPDURCXK7 \
  | 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: afad4305b60dae065f0f281e3a445757ef98cb47569d532314cfe4d4dfc00632

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "babad252ce30e3b5d5b42cd5b58d7ef975e4c0a18a9e85643b4016f4a220ef43",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-02T14:40:28Z",
    "title_canon_sha256": "21fae680e63046a4b01fb1f7a2f3ee04da7e5f4286f01543149cae4575690614"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.01128",
    "kind": "arxiv",
    "version": 3
  }
}