Pith Number

pith:5TRTD5FW

pith:2024:5TRTD5FWYGKYHYXJHXALAV5S5F

not attested not anchored not stored refs pending

GIFT-SW: Gaussian noise Injected Fine-Tuning of Salient Weights for LLMs

Aleksandr Zuev, Egor Shvetsov, Egor Venediktov, Evgeny Burnaev, Mariya Krylova, Maxim Zhelnin, Viktor Moskvoretskii

arxiv:2408.15300 v1 · 2024-08-27 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5TRTD5FWYGKYHYXJHXALAV5S5F}

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

2 papers in Pith

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

Motivating Next-Gen Accelerators with Flexible (N:M) Activation Sparsity via Benchmarking Lightweight Post-Training Sparsification Approaches

Receipt and verification

First computed	2026-07-05T09:00:09.990430Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ece331f4b6c19583e2e93dc0b057b2e9567633317ed0b074b9b1ed96b42d11de

Aliases

arxiv: 2408.15300 · arxiv_version: 2408.15300v1 · doi: 10.48550/arxiv.2408.15300 · pith_short_12: 5TRTD5FWYGKY · pith_short_16: 5TRTD5FWYGKYHYXJ · pith_short_8: 5TRTD5FW

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/5TRTD5FWYGKYHYXJHXALAV5S5F \
  | 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: ece331f4b6c19583e2e93dc0b057b2e9567633317ed0b074b9b1ed96b42d11de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e94b40fc293c90d66e3fbb2a8b09d42a140fa99f7fced36bd7b0959d67f9b01b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-27T14:41:14Z",
    "title_canon_sha256": "7b0e17ee86a78ac7907e85630feaad6c470e98a6cbf37be60c63e86defca18f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.15300",
    "kind": "arxiv",
    "version": 1
  }
}