Pith Number

pith:PL6G2S3M

pith:2022:PL6G2S3MRRTW42BQC5UYDSUKQ6

not attested not anchored not stored refs pending

Machine Learning Model Sizes and the Parameter Gap

Anson Ho, Jaime Sevilla, Lennart Heim, Marius Hobbhahn, Pablo Villalobos, Tamay Besiroglu

arxiv:2207.02852 v1 · 2022-07-05 · cs.LG · cs.AI · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PL6G2S3MRRTW42BQC5UYDSUKQ6}

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

4 papers in Pith

Creating and Evaluating K-12 GenAI Assessment Graders Through Context Engineering

Enhancing Instructional Quality: Leveraging Computer-Assisted Textual Analysis to Generate In-Depth Insights from Educational Artifacts

Using Learning Theories to Evolve Human-Centered XAI: Future Perspectives and Challenges

Analyzing Reverse Address Translation Overheads in Multi-GPU Scale-Up Pods

Receipt and verification

First computed	2026-07-05T04:38:16.636536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7afc6d4b6c8c676e6830176981ca8a87970887d27d5c600f4e7641ab380bae13

Aliases

arxiv: 2207.02852 · arxiv_version: 2207.02852v1 · doi: 10.48550/arxiv.2207.02852 · pith_short_12: PL6G2S3MRRTW · pith_short_16: PL6G2S3MRRTW42BQ · pith_short_8: PL6G2S3M

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/PL6G2S3MRRTW42BQC5UYDSUKQ6 \
  | 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: 7afc6d4b6c8c676e6830176981ca8a87970887d27d5c600f4e7641ab380bae13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33afdb073bf0ef547e1a682824930e36fd63b93c21a15c4e8e965f47401dd037",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-05T20:55:38Z",
    "title_canon_sha256": "0fe20e8b38c8e85f856f222f9f8ae8ff07f25d99f4564dfc191dc911225ee428"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.02852",
    "kind": "arxiv",
    "version": 1
  }
}