Pith Number

pith:AY7F6BMH

pith:2024:AY7F6BMHTSFLWHRFMAZ6GTGYUY

not attested not anchored not stored refs pending

Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning

Abhinav Bandari, Ajay Kumar Jaiswal, Cheng-Yu Hsieh, Li Shen, Lu Yin, Ranjay Krishna, Shiwei Liu, Tianlong Chen

arxiv:2410.07461 v1 · 2024-10-09 · 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{AY7F6BMHTSFLWHRFMAZ6GTGYUY}

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

3 papers in Pith

Condense, Don't Just Prune: Enhancing Efficiency and Performance in MoE Layer Pruning

Reasoning Models Can be Accurately Pruned Via Chain-of-Thought Reconstruction

Frequency Matters: Fast Model-Agnostic Data Curation for Pruning and Quantization

Receipt and verification

First computed	2026-07-05T09:18:37.662987Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

063e5f05879c8abb1e256033e34cd8a600f7f34ae52ad7ec98035c9c82a9ddd9

Aliases

arxiv: 2410.07461 · arxiv_version: 2410.07461v1 · doi: 10.48550/arxiv.2410.07461 · pith_short_12: AY7F6BMHTSFL · pith_short_16: AY7F6BMHTSFLWHRF · pith_short_8: AY7F6BMH

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/AY7F6BMHTSFLWHRFMAZ6GTGYUY \
  | 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: 063e5f05879c8abb1e256033e34cd8a600f7f34ae52ad7ec98035c9c82a9ddd9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3440b17d95512c2c7663cfe4b5d871cb669d5cc4f83d05a82d9b9da1e250201d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-09T22:00:19Z",
    "title_canon_sha256": "636f1e1b77824d621d144d9ea6f19164a1371bfe83e360d787b54acc6e325549"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.07461",
    "kind": "arxiv",
    "version": 1
  }
}