Pith Number

pith:25MHTUXO

pith:2024:25MHTUXO4O7Q7J3G3USY6WTZ3U

not attested not anchored not stored refs pending

Progressive distillation induces an implicit curriculum

Abhishek Panigrahi, Andrej Risteski, Bingbin Liu, Sadhika Malladi, Surbhi Goel

arxiv:2410.05464 v1 · 2024-10-07 · 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{25MHTUXO4O7Q7J3G3USY6WTZ3U}

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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

2 papers in Pith

Curriculum Learning-Guided Progressive Distillation in Large Language Models

The Benefits of Temporal Correlations: SGD Learns k-Juntas from Random Walks Efficiently

Receipt and verification

First computed	2026-07-05T09:17:19.723841Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d75879d2eee3bf0fa766dd258f5a79dd367808fa09145affa40447e39d134383

Aliases

arxiv: 2410.05464 · arxiv_version: 2410.05464v1 · doi: 10.48550/arxiv.2410.05464 · pith_short_12: 25MHTUXO4O7Q · pith_short_16: 25MHTUXO4O7Q7J3G · pith_short_8: 25MHTUXO

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/25MHTUXO4O7Q7J3G3USY6WTZ3U \
  | 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: d75879d2eee3bf0fa766dd258f5a79dd367808fa09145affa40447e39d134383

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab8c3e1e976b20d245847b7589ed8e5df231640fc7bf1b76382800f0270a601c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-07T19:49:24Z",
    "title_canon_sha256": "17ec33c23ffcf25fa729a6cb780c62078678dd0dd62ca7cfa35079da64499e3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05464",
    "kind": "arxiv",
    "version": 1
  }
}