Pith Number

pith:5DM6XWEQ

pith:2024:5DM6XWEQFQEUFE65KSXDPQ5PBM

not attested not anchored not stored refs pending

Loss-to-Loss Prediction: Scaling Laws for All Datasets

David Brandfonbrener, Eran Malach, Nikhil Anand, Nikhil Vyas, Sham Kakade

arxiv:2411.12925 v1 · 2024-11-19 · cs.LG · cs.AI · cs.CL · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5DM6XWEQFQEUFE65KSXDPQ5PBM}

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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

3 papers in Pith

LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws

On the Invariance and Generality of Neural Scaling Laws

Domain Fine-Tuning FinBERT on Finnish Histopathological Reports: Train-Time Signals and Downstream Correlations

Receipt and verification

First computed	2026-07-05T09:38:02.384151Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8d9ebd8902c094293dd54ae37c3af0b3afc7eba2cc3cd6942128895fd396fb7

Aliases

arxiv: 2411.12925 · arxiv_version: 2411.12925v1 · doi: 10.48550/arxiv.2411.12925 · pith_short_12: 5DM6XWEQFQEU · pith_short_16: 5DM6XWEQFQEUFE65 · pith_short_8: 5DM6XWEQ

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/5DM6XWEQFQEUFE65KSXDPQ5PBM \
  | 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: e8d9ebd8902c094293dd54ae37c3af0b3afc7eba2cc3cd6942128895fd396fb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f86912ecfae38e397c94bae6a39d73c80003026e63d6236c127b96d340dec07b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-19T23:23:16Z",
    "title_canon_sha256": "9ab8921581628dd2077d398afc280ee6d1cf2e69425379c4d43b3bf558849040"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12925",
    "kind": "arxiv",
    "version": 1
  }
}