Pith Number

pith:HSTIKKIZ

pith:2024:HSTIKKIZAHS56PVKMJ3I7E64MO

not attested not anchored not stored refs pending

Dynamic Gradient Alignment for Online Data Mixing

David Grangier, Pierre Ablin, Simin Fan

arxiv:2410.02498 v1 · 2024-10-03 · 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{HSTIKKIZAHS56PVKMJ3I7E64MO}

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

Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning

Receipt and verification

First computed	2026-07-05T09:15:21.803675Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ca685291901e5df3eaa62768f93dc63bcf02062ac57c963ff0d037cc94a7c6f

Aliases

arxiv: 2410.02498 · arxiv_version: 2410.02498v1 · doi: 10.48550/arxiv.2410.02498 · pith_short_12: HSTIKKIZAHS5 · pith_short_16: HSTIKKIZAHS56PVK · pith_short_8: HSTIKKIZ

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/HSTIKKIZAHS56PVKMJ3I7E64MO \
  | 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: 3ca685291901e5df3eaa62768f93dc63bcf02062ac57c963ff0d037cc94a7c6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f55be18d2f074b14dab30f6d74eb82b02dd3e94af642ba6a8d6ff6f031317964",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-03T14:00:44Z",
    "title_canon_sha256": "54555bcbef3838efa48753b7c519a549171d97df10fd7d4b316fc5e20b1cc415"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02498",
    "kind": "arxiv",
    "version": 1
  }
}