Pith Number

pith:NHXGOR3L

pith:2024:NHXGOR3L74CVUGQRWTPYHI3GQF

not attested not anchored not stored refs pending

Taming Sensitive Weights : Noise Perturbation Fine-tuning for Robust LLM Quantization

Dongwei Wang, Huanrui Yang

arxiv:2412.06858 v2 · 2024-12-08 · 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{NHXGOR3L74CVUGQRWTPYHI3GQF}

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.

Receipt and verification

First computed	2026-07-05T10:31:51.612396Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69ee67476bff055a1a11b4df83a366816d3e6b02f27d589d5d0962f20b5475ad

Aliases

arxiv: 2412.06858 · arxiv_version: 2412.06858v2 · doi: 10.48550/arxiv.2412.06858 · pith_short_12: NHXGOR3L74CV · pith_short_16: NHXGOR3L74CVUGQR · pith_short_8: NHXGOR3L

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/NHXGOR3L74CVUGQRWTPYHI3GQF \
  | 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: 69ee67476bff055a1a11b4df83a366816d3e6b02f27d589d5d0962f20b5475ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5557a6c08070cd2e2c9f940a719fa54501a7b09c90e509dd7d7513942d72ebd1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-08T21:46:22Z",
    "title_canon_sha256": "3150518202358d2e4ef6422c3cef9af7e61934ebc15121124ef59fb35d401dd0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06858",
    "kind": "arxiv",
    "version": 2
  }
}