Pith Number

pith:OI7KLLGX

pith:2024:OI7KLLGXF4Q7ISI4UGUWAQT6CC

not attested not anchored not stored refs pending

Evaluating the Generalization Ability of Quantized LLMs: Benchmark, Analysis, and Toolbox

Chaoyu Guan, Chen Tang, Fang Wu, Hang Yao, Shenhao Peng, Wenwu Zhu, Xinzhu Ma, Yijun Liu, Yuan Meng, Zhi Wang

arxiv:2406.12928 v1 · 2024-06-15 · 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{OI7KLLGXF4Q7ISI4UGUWAQT6CC}

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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

K-Quantization and its Impact on Output Performance

Receipt and verification

First computed	2026-07-05T08:34:22.671213Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

723ea5acd72f21f4491ca1a960427e10b9a6e98cdf215f5d29685be326a7ee13

Aliases

arxiv: 2406.12928 · arxiv_version: 2406.12928v1 · doi: 10.48550/arxiv.2406.12928 · pith_short_12: OI7KLLGXF4Q7 · pith_short_16: OI7KLLGXF4Q7ISI4 · pith_short_8: OI7KLLGX

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/OI7KLLGXF4Q7ISI4UGUWAQT6CC \
  | 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: 723ea5acd72f21f4491ca1a960427e10b9a6e98cdf215f5d29685be326a7ee13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "824266eb96f03492e0fbef27195edfe869a020da3cc84246f903d7e6c3299f8b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-15T12:02:14Z",
    "title_canon_sha256": "c9c9ebb50c1c796351ce2d7166947a942287369be670e563e01f07c0febeefb7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12928",
    "kind": "arxiv",
    "version": 1
  }
}