Model: QuantFactory/Llama-3.2-Taiwan-3B-Instruct-GGUF
Author: QuantFactory
Pipeline: text-generation
Library: transformers
Tags: transformers, gguf, Taiwan, ROC, zh-tw, instruct, chat, llama3.2, SLM, text-generation, zh, en, it, de, fr, ja, ko, dataset:lianghsun/tw-emergency-medicine-bench, dataset:lianghsun/tw-legal-nlp, dataset:lianghsun/tw-legal-synthetic-qa, dataset:lianghsun/tw-law-article-qa, dataset:lianghsun/tw-judgment-qa, dataset:lianghsun/tw-judgment-gist-chat, dataset:lianghsun/tw-bar-examination-2020-chat, dataset:lianghsun/tw-structured-law-article, dataset:lianghsun/tw-contract-review-chat, dataset:lianghsun/reasoning-base-20k-chat, dataset:lianghsun/vulnerability-mitigation-qa-zh_tw, dataset:lianghsun/tw-instruct, dataset:rombodawg/Everything_Instruct_Multilingual, dataset:xzuyn/manythings-translations-alpaca, dataset:neural-bridge/rag-dataset-12000, dataset:minyichen/glaive_toolcall_zh_tw, arxiv:2305.18290, base_model:lianghsun/Llama-3.2-Taiwan-3B, base_model:quantized:lianghsun/Llama-3.2-Taiwan-3B, license:llama3.2, model-index, endpoints_compatible, region:us, conversational
Base models (quantized): id: lianghsun/Llama-3.2-Taiwan-3B
Card metadata: license: llama3.2
language: zh, en, it, de, fr, ja, ko
base_model: meta-llama/Llama-3.2-3B, lianghsun/Llama-3.2-Taiwan-3B
datasets: lianghsun/tw-emergency-medicine-bench, lianghsun/tw-legal-nlp, lianghsun/tw-legal-synthetic-qa, lianghsun/tw-law-article-qa, lianghsun/tw-judgment-qa, lianghsun/tw-judgment-gist-chat, lianghsun/tw-bar-examination-2020-chat, lianghsun/tw-structured-law-article, lianghsun/tw-judgment-gist-chat, lianghsun/tw-contract-review-chat, lianghsun/reasoning-base-20k-chat, lianghsun/vulnerability-mitigation-qa-zh_tw, lianghsun/tw-instruct, rombodawg/Everything_Instruct_Multilingual, xzuyn/manythings-translations-alpaca, neural-bridge/rag-dataset-12000, minyichen/glaive_toolcall_zh_tw
pipeline_tag: text-generation
library_name: transformers
tags: Taiwan, ROC, zh-tw, instruct, chat, llama3.2, SLM
model-index: name: Llama-3.2-Taiwan-3B-Instruct
results: task: type: text-generation
name: Single Choice Question
dataset: type: lianghsun/tw-legal-benchmark-v1
name: tw-legal-benchmark-v1
metrics: name: single choice
type: accuracy
value: 31.1
verified: no, task: type: text-generation
name: Single Choice Question
dataset: type: lianghsun/Formosa-bench
name: (Society) Formosa Taiwan Knowledge Bench
config: society
split: test
revision: v2024.11.27
metrics: name: single choice
type: accuracy
value: 60.42
verified: no, task: type: text-generation
name: Single Choice Question
dataset: type: lianghsun/Formosa-bench
name: (Governmnt) Formosa Taiwan Knowledge Bench
config: governmnt
split: test
revision: v2024.11.27
metrics: name: single choice
type: accuracy
value: 44.25
verified: no, task: type: text-generation
name: Single Choice Question
dataset: type: lianghsun/Formosa-bench
name: (Geography) Formosa Taiwan Knowledge Bench
config: geography
split: test
revision: v2024.11.27
metrics: name: single choice
type: accuracy
value: 47.54
verified: no, task: type: text-generation
name: Single Choice Question
dataset: type: lianghsun/Formosa-bench
name: (History) Formosa Taiwan Knowledge Bench
config: history
split: test
revision: v2024.11.27
metrics: name: single choice
type: accuracy
value: 60
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (geography_of_taiwan) tmmlu++
config: geography_of_taiwan
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 36.2
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (dentistry) tmmlu++
config: dentistry
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 33.83
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (technical) tmmlu++
config: technical
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 35.07
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (statistics_and_machine_learning) tmmlu++
config: statistics_and_machine_learning
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 28.57
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (clinical_psychology) tmmlu++
config: clinical_psychology
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 29.6
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (tve_design) tmmlu++
config: tve_design
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 38.54
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (three_principles_of_people) tmmlu++
config: three_principles_of_people
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 48.2
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (introduction_to_law) tmmlu++
config: introduction_to_law
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 29.96
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (linear_algebra) tmmlu++
config: linear_algebra
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 21.43
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (agriculture) tmmlu++
config: agriculture
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 24.5
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (jce_humanities) tmmlu++
config: jce_humanities
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 38.89
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (music) tmmlu++
config: music
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 25.9
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (secondary_physics) tmmlu++
config: secondary_physics
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 33.04
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (physics) tmmlu++
config: physics
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 27.84
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (advance_chemistry) tmmlu++
config: advance_chemistry
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 27.64
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (junior_science_exam) tmmlu++
config: junior_science_exam
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 30.05
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (veterinary_pathology) tmmlu++
config: veterinary_pathology
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 25.09
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (financial_analysis) tmmlu++
config: financial_analysis
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 25.13
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (national_protection) tmmlu++
config: national_protection
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 42.65
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (macroeconomics) tmmlu++
config: macroeconomics
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 26.76
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (politic_science) tmmlu++
config: politic_science
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 27.44
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (ttqav2) tmmlu++
config: ttqav2
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 61.06
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (junior_chinese_exam) tmmlu++
config: junior_chinese_exam
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 30.86
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (traditional_chinese_medicine_clinical_medicine) tmmlu++
config: traditional_chinese_medicine_clinical_medicine
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 25.9
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (junior_math_exam) tmmlu++
config: junior_math_exam
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 21.71
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (auditing) tmmlu++
config: auditing
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 21.82
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (anti_money_laundering) tmmlu++
config: anti_money_laundering
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 37.31
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (pharmacology) tmmlu++
config: pharmacology
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 30.68
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (trust_practice) tmmlu++
config: trust_practice
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 28.18
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (tve_mathematics) tmmlu++
config: tve_mathematics
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 18.67
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (human_behavior) tmmlu++
config: human_behavior
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 32.04
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (pharmacy) tmmlu++
config: pharmacy
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 22.76
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (tve_chinese_language) tmmlu++
config: tve_chinese_language
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 36.65
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (optometry) tmmlu++
config: optometry
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 25.11
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (physical_education) tmmlu++
config: physical_education
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 30.73
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (organic_chemistry) tmmlu++
config: organic_chemistry
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 35.78
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (tve_natural_sciences) tmmlu++
config: tve_natural_sciences
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 33.73
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (education) tmmlu++
config: education
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 37.9
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (mechanical) tmmlu++
config: mechanical
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 42.37
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (taiwanese_hokkien) tmmlu++
config: taiwanese_hokkien
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 14.73
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (nautical_science) tmmlu++
config: nautical_science
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 30.49
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (business_management) tmmlu++
config: business_management
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 39.57
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (logic_reasoning) tmmlu++
config: logic_reasoning
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 27.34
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (marketing_management) tmmlu++
config: marketing_management
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 39.78
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (economics) tmmlu++
config: economics
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 25.95
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (basic_medical_science) tmmlu++
config: basic_medical_science
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 28.41
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (occupational_therapy_for_psychological_disorders) tmmlu++
config: occupational_therapy_for_psychological_disorders
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 35.73
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (general_principles_of_law) tmmlu++
config: general_principles_of_law
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 31.13
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (junior_chemistry) tmmlu++
config: junior_chemistry
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 24.88
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (veterinary_pharmacology) tmmlu++
config: veterinary_pharmacology
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 36.3
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (educational_psychology) tmmlu++
config: educational_psychology
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 33.52
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (finance_banking) tmmlu++
config: finance_banking
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 32.59
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (official_document_management) tmmlu++
config: official_document_management
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 32.43
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (fire_science) tmmlu++
config: fire_science
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 30.65
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (junior_social_studies) tmmlu++
config: junior_social_studies
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 47.62
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (accounting) tmmlu++
config: accounting
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 20.94
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (engineering_math) tmmlu++
config: engineering_math
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 27.18
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (education_(profession_level)) tmmlu++
config: education_(profession_level)
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 24.07
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (chinese_language_and_literature) tmmlu++
config: chinese_language_and_literature
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 27.64
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (management_accounting) tmmlu++
config: management_accounting
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 24.19
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (culinary_skills) tmmlu++
config: culinary_skills
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 39.38
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (administrative_law) tmmlu++
config: administrative_law
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 25.71
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (insurance_studies) tmmlu++
config: insurance_studies
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 33.42
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (real_estate) tmmlu++
config: real_estate
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 22.83
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (computer_science) tmmlu++
config: computer_science
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 31.61
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (taxation) tmmlu++
config: taxation
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 27.47
verified: no, task: type: question-answering
name: Single Choice Question
dataset: type: ikala/tmmluplus
name: (trade) tmmlu++
config: trade
split: test
revision: c0e8ae955997300d5dbf0e382bf0ba5115f85e8c
metrics: name: single choice
type: accuracy
value: 20.32
verified: no
widget: 中華民國憲法第一條
metrics: accuracy
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Created: 2025-01-03 13:40:59