Pith Number

pith:DNOM5APU

pith:2024:DNOM5APULQ34ZRFS5MSVE6QN3R

not attested not anchored not stored refs pending

An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models

Arnav M. Das, Gantavya Bhatt, Jeffrey Bilmes, Jifan Zhang, Jordan T. Ash, Kevin Jamieson, Robert D. Nowak, Sang T. Truong, Simon S. Du, Stephen Mussmann, Yifang Chen, Yinglun Zhu

arxiv:2401.06692 v3 · 2024-01-12 · cs.CL · cs.AI · 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{DNOM5APULQ34ZRFS5MSVE6QN3R}

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

GRACE: A Dynamic Coreset Selection Framework for Large Language Model Optimization

Receipt and verification

First computed	2026-07-05T08:40:58.440176Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b5cce81f45c37ccc4b2eb25527a0ddc544f02742c69a1ec5f9ac672788a4c3b

Aliases

arxiv: 2401.06692 · arxiv_version: 2401.06692v3 · doi: 10.48550/arxiv.2401.06692 · pith_short_12: DNOM5APULQ34 · pith_short_16: DNOM5APULQ34ZRFS · pith_short_8: DNOM5APU

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/DNOM5APULQ34ZRFS5MSVE6QN3R \
  | 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: 1b5cce81f45c37ccc4b2eb25527a0ddc544f02742c69a1ec5f9ac672788a4c3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0bc314f3a098bdcd2f96b9acd805de6a9c4272f08dcd663a1c3c6851adf1a77f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-12T16:56:54Z",
    "title_canon_sha256": "02540d4d68c92453db806701426ff4e3144c1331acfcf8f8bd98c0d7803fdf9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.06692",
    "kind": "arxiv",
    "version": 3
  }
}