Pith Number

pith:QQIKCYCH

pith:2024:QQIKCYCHRQ3YZJ5MNOCAUGUW5N

not attested not anchored not stored refs pending

Does your data spark joy? Performance gains from domain upsampling at the end of training

Brett W. Larsen, Cody Blakeney, Jonathan Frankle, Mansheej Paul, Sean Owen

arxiv:2406.03476 v1 · 2024-06-05 · 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{QQIKCYCHRQ3YZJ5MNOCAUGUW5N}

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

7 papers in Pith

ZONOS2 Technical Report

Capacity-Aware Mixture Law Enables Efficient LLM Data Optimization

SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

ZAYA1-8B Technical Report

Receipt and verification

First computed	2026-07-05T08:27:57.815412Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8410a160478c378ca7ac6b840a1a96eb4355708c8dfe2b6552c8084676320119

Aliases

arxiv: 2406.03476 · arxiv_version: 2406.03476v1 · doi: 10.48550/arxiv.2406.03476 · pith_short_12: QQIKCYCHRQ3Y · pith_short_16: QQIKCYCHRQ3YZJ5M · pith_short_8: QQIKCYCH

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/QQIKCYCHRQ3YZJ5MNOCAUGUW5N \
  | 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: 8410a160478c378ca7ac6b840a1a96eb4355708c8dfe2b6552c8084676320119

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8adff10cd38dfa1509e2e40fb3095d77f58c3c418a77f9c411643a797bd37c0d",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-05T17:29:15Z",
    "title_canon_sha256": "3c22f9f3db56181a4181b192984d163d59d6bc6ff5ca2f012b0337da102694ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03476",
    "kind": "arxiv",
    "version": 1
  }
}