Pith Number

pith:2E6HAYER

pith:2024:2E6HAYERSR3PWGC3EIU2IGTD2U

not attested not anchored not stored refs pending

GMem: A Modular Approach for Ultra-Efficient Generative Models

Peng Sun, Tao Lin, Yi Tang, Zhenglin Cheng

arxiv:2412.08781 v2 · 2024-12-11 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2E6HAYERSR3PWGC3EIU2IGTD2U}

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	2026-07-05T10:13:06.429971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d13c7060919476fb185b2229a41a63d514dc5b0a3b1bb81cd6fa7bdbd7d09d13

Aliases

arxiv: 2412.08781 · arxiv_version: 2412.08781v2 · doi: 10.48550/arxiv.2412.08781 · pith_short_12: 2E6HAYERSR3P · pith_short_16: 2E6HAYERSR3PWGC3 · pith_short_8: 2E6HAYER

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/2E6HAYERSR3PWGC3EIU2IGTD2U \
  | 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: d13c7060919476fb185b2229a41a63d514dc5b0a3b1bb81cd6fa7bdbd7d09d13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80e6416e4ee390b156bd842ea4f141b4c5c1b9572e86930d0ee64afba7b0bbba",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-11T21:23:24Z",
    "title_canon_sha256": "d248e554658e825c7cbae84c4ac20f432a86e120da26e522c93bd3b27c4f57a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08781",
    "kind": "arxiv",
    "version": 2
  }
}