Pith Number

pith:UE2SBYHP

pith:2024:UE2SBYHPIXXDOBUZXW7QFK4YLR

not attested not anchored not stored refs pending

Scaling Laws for Precision

Aditi Raghunathan, Benjamin F. Spector, Blake Bordelon, Cengiz Pehlevan, Christopher R\'e, Mansheej Paul, Niklas Muennighoff, Tanishq Kumar, Zachary Ankner

arxiv:2411.04330 v2 · 2024-11-07 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UE2SBYHPIXXDOBUZXW7QFK4YLR}

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

10 papers in Pith

GoldenFloat: A Phi-Derived Static-Split Floating-Point Family from GF4 to GF1024 with a Lucas-Exact Integer Identity

A Hardware-Aware, Per-Layer Methodology for Post-Training Quantization of Large Language Models

When NPUs Are Not Always Faster: A Stage-Level Analysis of Mobile LLM Inference

LLMs as Noisy Channels: A Shannon Perspective on Model Capacity and Scaling Laws

Asymmetric Scaling Laws from Sparse Features

Receipt and verification

First computed	2026-07-05T09:42:32.043010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a13520e0ef45ee370699bdbf02ab985c666779618a48625c99242a90609fb1db

Aliases

arxiv: 2411.04330 · arxiv_version: 2411.04330v2 · doi: 10.48550/arxiv.2411.04330 · pith_short_12: UE2SBYHPIXXD · pith_short_16: UE2SBYHPIXXDOBUZ · pith_short_8: UE2SBYHP

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/UE2SBYHPIXXDOBUZXW7QFK4YLR \
  | 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: a13520e0ef45ee370699bdbf02ab985c666779618a48625c99242a90609fb1db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cdc6b409fbc87e04ef97235ef0b6c3732f09bfe085c09bae2b7107e4c624503d",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-07T00:10:10Z",
    "title_canon_sha256": "9e5ebe38a1c574b5ae9f91c5e138ef297852af018d59eaa63aeb5144993c4567"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.04330",
    "kind": "arxiv",
    "version": 2
  }
}