Pith Number

pith:HIVF3FAC

pith:2024:HIVF3FAC45LT4UKQ67SZNX7QPR

not attested not anchored not stored refs pending

EBFT: Effective and Block-Wise Fine-Tuning for Sparse LLMs

Fan Wu, Fei Chao, Lei Zhang, Rongrong Ji, Shengchuan Zhang, Song Guo, Xiawu Zheng, Yiyu Shi

arxiv:2402.12419 v1 · 2024-02-19 · 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{HIVF3FAC45LT4UKQ67SZNX7QPR}

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

From 2:4 to 8:16 sparsity patterns in LLMs for Outliers and Weights with Variance Correction

Receipt and verification

First computed	2026-07-05T07:47:11.035843Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a2a5d9402e7573e5150f7e596dff07c7bf7fd3ddfc8def794e76e1f0d8c60e9

Aliases

arxiv: 2402.12419 · arxiv_version: 2402.12419v1 · doi: 10.48550/arxiv.2402.12419 · pith_short_12: HIVF3FAC45LT · pith_short_16: HIVF3FAC45LT4UKQ · pith_short_8: HIVF3FAC

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/HIVF3FAC45LT4UKQ67SZNX7QPR \
  | 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: 3a2a5d9402e7573e5150f7e596dff07c7bf7fd3ddfc8def794e76e1f0d8c60e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22f76d9e34afcabed5bac54b1e424bc3549a3c740c4f54e37e941b0d118d6a2e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-19T09:55:32Z",
    "title_canon_sha256": "f385892499068b6d79bb841be25fbea669038e7b36fcc2b8645c6c09b3afaf70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12419",
    "kind": "arxiv",
    "version": 1
  }
}