AISBench Benchmark Tool

🚀 Get Started

  • Tool Installation & Uninstallation
  • Quick Start

🧭 Basic Tutorials

  • Supported Evaluation Scenarios
    • Introduction to Evaluation Scenarios
    • Service-Oriented Accuracy Evaluation
    • Pure Model Accuracy Evaluation
    • Guide to Service-Oriented Performance Evaluation
  • Explanation of Evaluation Results
  • Detailed Parameter Description

🔬 Advanced Tutorials

  • Running AISBench with a Custom Configuration File
  • Service-Oriented Steady-State Performance Testing
  • Request Sending Rate (RPS) Distribution Control and Visualization Guide
  • Guide to Multi-Turn Dialogue Evaluation
  • Guide to Using Random Synthetic Datasets
  • Guide to Using Custom Datasets

💪 Best Practices

  • Evaluating the Mathematical Capabilities of DeepSeek-R1-Distill-Qwen-14B Based on NVIDIA A100 Accelerator Card: 100% Paper Reproduction
  • Evaluating DeepSeek-R1’s Mathematical Capabilities Based on Ascend 800I-A2: 100% Paper Reproduction

❓ FAQs

  • AISBench FAQ (Frequently Asked Questions)
  • error codes description

🏷️ Others

  • 🔜 Coming Soon
  • 🤝 Acknowledgments
AISBench Benchmark Tool
  • Supported Evaluation Scenarios
  • View page source

Supported Evaluation Scenarios

  • Introduction to Evaluation Scenarios
    • Accuracy Evaluation
    • Performance Evaluation
  • Service-Oriented Accuracy Evaluation
    • Preconditions for Service-Oriented Accuracy Evaluation
    • Main Functional Scenarios
    • Other Functional Scenarios
  • Pure Model Accuracy Evaluation
    • Test Preparation
    • Main Functions
    • Other Functions
  • Guide to Service-Oriented Performance Evaluation
    • Introduction
    • Quick Start for Service-Oriented Performance Evaluation
    • Preconditions for Service-Oriented Performance Evaluation
    • Main Functional Scenarios
    • Other Functional Scenarios
    • Specifications for Service-Oriented Performance Testing
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