Pith Number

pith:VFNOVC7J

pith:2025:VFNOVC7JBPIGESZUH6WJZYAG52

not attested not anchored not stored refs pending

DReSS: Data-driven Regularized Structured Streamlining for Large Language Models

Feihu Che, Jianhua Tao, Jinyang Wu, Mingkuan Feng, Pengpeng Shao, Ruihan Jin, Shuai Zhang, Zhengqi Wen

arxiv:2501.17905 v3 · 2025-01-29 · cs.LG · cs.AI · 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{VFNOVC7JBPIGESZUH6WJZYAG52}

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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

1 paper in Pith

TACO: Tool-Augmented Credit Optimization for Agentic Tool Use

Receipt and verification

First computed	2026-07-05T11:28:33.737508Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a95aea8be90bd0624b343fac9ce006eead0ab5e0f7dc4757526acfcdf99b30ac

Aliases

arxiv: 2501.17905 · arxiv_version: 2501.17905v3 · doi: 10.48550/arxiv.2501.17905 · pith_short_12: VFNOVC7JBPIG · pith_short_16: VFNOVC7JBPIGESZU · pith_short_8: VFNOVC7J

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/VFNOVC7JBPIGESZUH6WJZYAG52 \
  | 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: a95aea8be90bd0624b343fac9ce006eead0ab5e0f7dc4757526acfcdf99b30ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b81d38cfc878c9db219fb03a6e23ae28da971de93e4dd479b812e1dd517ff430",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-29T14:28:11Z",
    "title_canon_sha256": "36209e1b1dd301428dd1479013486a142638b3718c5fc1ad8cf876a317f96a56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.17905",
    "kind": "arxiv",
    "version": 3
  }
}