Pith Number

pith:FXUUOTXP

pith:2024:FXUUOTXP4MLGOJCKWHD3SCVXUZ

not attested not anchored not stored refs pending

Evaluating Quantized Large Language Models

Guohao Dai, Huazhong Yang, Luning Wang, Shengen Yan, Shiyao Li, Tengxuan Liu, Xiangsheng Shi, Xuefei Ning, Yu Wang

arxiv:2402.18158 v2 · 2024-02-28 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{FXUUOTXP4MLGOJCKWHD3SCVXUZ}

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Record completeness

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2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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

7 papers in Pith

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

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

QM-ToT: A Medical Tree of Thoughts Reasoning Framework for Quantized Model

A Survey on Efficient Inference for Large Language Models

Receipt and verification

First computed	2026-07-05T08:28:07.286275Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2de9474eefe31667244ab1c7b90ab7a67c9138f8f5dce852c9e2ba7556da3c53

Aliases

arxiv: 2402.18158 · arxiv_version: 2402.18158v2 · doi: 10.48550/arxiv.2402.18158 · pith_short_12: FXUUOTXP4MLG · pith_short_16: FXUUOTXP4MLGOJCK · pith_short_8: FXUUOTXP

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/FXUUOTXP4MLGOJCKWHD3SCVXUZ \
  | 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: 2de9474eefe31667244ab1c7b90ab7a67c9138f8f5dce852c9e2ba7556da3c53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8eebccade26fcb49b65451df3e9b99979b7d0dae97fb3f362bbd6bd7295a1f8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-28T08:43:05Z",
    "title_canon_sha256": "098e1e148300249dc17acb40a7f9253bfcac8bc6d53b05c621938a7f6b0c40b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.18158",
    "kind": "arxiv",
    "version": 2
  }
}