Pith Number

pith:RL65NZWJ

pith:2025:RL65NZWJHR4ABNW6F46LT3SRQN

not attested not anchored not stored refs pending

$\mu$nit Scaling: Simple and Scalable FP8 LLM Training

Abhay Gupta, Davis Blalock, Mansheej Paul, Saaketh Narayan

arxiv:2502.05967 v3 · 2025-02-09 · 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{RL65NZWJHR4ABNW6F46LT3SRQN}

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

GQA-{\mu}P: The maximal parameterization update for grouped query attention

Receipt and verification

First computed	2026-07-05T11:16:05.997419Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8afdd6e6c93c7800b6de2f3cb9ee518374d0ff2d5802b482fb97178cfb10888d

Aliases

arxiv: 2502.05967 · arxiv_version: 2502.05967v3 · doi: 10.48550/arxiv.2502.05967 · pith_short_12: RL65NZWJHR4A · pith_short_16: RL65NZWJHR4ABNW6 · pith_short_8: RL65NZWJ

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/RL65NZWJHR4ABNW6F46LT3SRQN \
  | 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: 8afdd6e6c93c7800b6de2f3cb9ee518374d0ff2d5802b482fb97178cfb10888d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cdf0630959265057947340756351c3d11866b85ff124ecfa609ee92922363ad",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-09T17:31:09Z",
    "title_canon_sha256": "b9478ef27866e375475f698c343831c5f4dd3e41000183c57047d7345d48d5b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05967",
    "kind": "arxiv",
    "version": 3
  }
}