Pith Number

pith:C6C2HQX6

pith:2024:C6C2HQX6M4Z2YCHROHSBZUCPXB

not attested not anchored not stored refs pending

What Makes Quantization for Large Language Models Hard? An Empirical Study from the Lens of Perturbation

Dongyan Zhao, Jiahao Liu, Jingang Wang, Rui Yan, Xunliang Cai, Zhuocheng Gong

arxiv:2403.06408 v1 · 2024-03-11 · 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{C6C2HQX6M4Z2YCHROHSBZUCPXB}

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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

Vision-Language and Large Language Model Performance in Gastroenterology: GPT, Claude, Llama, Phi, Mistral, Gemma, and Quantized Models

Receipt and verification

First computed	2026-07-05T07:54:37.575940Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1785a3c2fe6733ac08f171e41cd04fb8510af7b8f29c06bcdcf2120db02a491b

Aliases

arxiv: 2403.06408 · arxiv_version: 2403.06408v1 · doi: 10.48550/arxiv.2403.06408 · pith_short_12: C6C2HQX6M4Z2 · pith_short_16: C6C2HQX6M4Z2YCHR · pith_short_8: C6C2HQX6

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/C6C2HQX6M4Z2YCHROHSBZUCPXB \
  | 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: 1785a3c2fe6733ac08f171e41cd04fb8510af7b8f29c06bcdcf2120db02a491b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b47b3bcf8f26e65e5231b25d955547010c5799ca7f97ae8dd47047481d1c3158",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-11T03:42:51Z",
    "title_canon_sha256": "a6f7bb63650e43a390c3b7047e20442526d7a09f4c1abee7c5963b3ffff3e779"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.06408",
    "kind": "arxiv",
    "version": 1
  }
}