Pith Number

pith:QACEXORQ

pith:2024:QACEXORQUVYLLNROY4H2LQ4BAV

not attested not anchored not stored refs pending

Knowledge Distillation Using Frontier Open-source LLMs: Generalizability and the Role of Synthetic Data

Anup Shirgaonkar, Nazmiye Ceren Abay, Nikhil Pandey, Tolga Aktas, Vijay Aski

arxiv:2410.18588 v1 · 2024-10-24 · 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{QACEXORQUVYLLNROY4H2LQ4BAV}

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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

Understanding Knowledge Distillation in Post-Training: When It Helps and When It Fails

Private Seeds, Public LLMs: Realistic and Privacy-Preserving Synthetic Data Generation

Receipt and verification

First computed	2026-07-05T09:25:10.835586Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80044bba30a570b5b62ec70fa5c3810543d75d00f1ed5a2b78f587e8053718e6

Aliases

arxiv: 2410.18588 · arxiv_version: 2410.18588v1 · doi: 10.48550/arxiv.2410.18588 · pith_short_12: QACEXORQUVYL · pith_short_16: QACEXORQUVYLLNRO · pith_short_8: QACEXORQ

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/QACEXORQUVYLLNROY4H2LQ4BAV \
  | 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: 80044bba30a570b5b62ec70fa5c3810543d75d00f1ed5a2b78f587e8053718e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b77b506efc975ca9b1098a28c1c07affdf2561aa7be669510d8f09bdf737d947",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-24T09:37:23Z",
    "title_canon_sha256": "edf65d95bf284a9f2be89a1b3e87044f8e922317b66e5ec26ad141bda42d43d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18588",
    "kind": "arxiv",
    "version": 1
  }
}