Pith Number

pith:GFTYHFRX

pith:2024:GFTYHFRX5C6MGUBUO2VYTJXWIY

not attested not anchored not stored refs pending

Knowledge Distillation vs. Pretraining from Scratch under a Fixed (Computation) Budget

Fabian David Schmidt, Goran Glava\v{s}, Katharina von der Wense, Minh Duc Bui

arxiv:2404.19319 v1 · 2024-04-30 · 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{GFTYHFRX5C6MGUBUO2VYTJXWIY}

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

Large Language models for Time Series Analysis: Techniques, Applications, and Challenges

Receipt and verification

First computed	2026-07-05T08:13:41.464412Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3167839637e8bcc3503476ab89a6f6462098ea487e700364a1f19548b651f756

Aliases

arxiv: 2404.19319 · arxiv_version: 2404.19319v1 · doi: 10.48550/arxiv.2404.19319 · pith_short_12: GFTYHFRX5C6M · pith_short_16: GFTYHFRX5C6MGUBU · pith_short_8: GFTYHFRX

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/GFTYHFRX5C6MGUBUO2VYTJXWIY \
  | 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: 3167839637e8bcc3503476ab89a6f6462098ea487e700364a1f19548b651f756

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0958ef01fcc39cb31856147e1517d27482f046f87f71764ca7b8712054144e2b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-30T07:40:35Z",
    "title_canon_sha256": "733bb55dc92505d51b849600603fc12735e145410d8eda62286a416a32453d85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.19319",
    "kind": "arxiv",
    "version": 1
  }
}