Pith Number

pith:LQ2NUAV6

pith:2024:LQ2NUAV6LSI7QJZP2ASNIKJTAW

not attested not anchored not stored refs pending

Exploiting LLM Quantization

Jingxuan He, Kazuki Egashira, Mark Vero, Martin Vechev, Robin Staab

arxiv:2405.18137 v2 · 2024-05-28 · cs.LG · cs.AI · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LQ2NUAV6LSI7QJZP2ASNIKJTAW}

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

4 papers in Pith

Quality Is Not a Safety Proxy Under Quantization

A Paired Testing Protocol for Batch-Conditioned Refusal Robustness in LLM Serving

Precision or Peril: A PoC of Python Code Quality from Quantized Large Language Models

Rethinking Predictive Modeling for LLM Routing: When Simple kNN Beats Complex Learned Routers

Receipt and verification

First computed	2026-07-05T09:30:15.333534Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c34da02be5c91f8272fd024d42933059533d2f75180c97858dc1ed65d03eb3a

Aliases

arxiv: 2405.18137 · arxiv_version: 2405.18137v2 · doi: 10.48550/arxiv.2405.18137 · pith_short_12: LQ2NUAV6LSI7 · pith_short_16: LQ2NUAV6LSI7QJZP · pith_short_8: LQ2NUAV6

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/LQ2NUAV6LSI7QJZP2ASNIKJTAW \
  | 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: 5c34da02be5c91f8272fd024d42933059533d2f75180c97858dc1ed65d03eb3a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6130f12b75eef4795edd9b43ec43a92577952330845e095131459e60394c1f18",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-28T12:51:01Z",
    "title_canon_sha256": "5c06bd467bfbc185df8755b0342891f02b0ddc1adcc66c2558aa42104504f910"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.18137",
    "kind": "arxiv",
    "version": 2
  }
}