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Getting Started

  • Installation
    • Basic Installation
      • Step 1: Create Environment
      • Step 2: Install LOOM-Eval
      • Step 3: Install Flash Attention
    • Acceleration Methods
      • General Acceleration Environment
      • KIVI Installation
      • ThinK Installation
      • FlexPrefill Installation
      • XAttention Installation
      • Other Acceleration Methods
    • RAG Installation
    • Next Steps
  • Quick Start
    • Prerequisites
      • Installation
    • Basic Usage
      • Automatic Evaluation (Recommended)
      • Manual Evaluation (Step-by-Step)
    • Key Parameters
      • Core Parameters
      • Advanced Parameters
    • WebUI Usage
      • Interactive Evaluation
    • Example Scenarios
      • Scenario 1: Quick Test with Limited Samples
      • Scenario 2: Multi-GPU Long Context Evaluation
      • Scenario 3: Using vLLM for Faster Inference
      • Scenario 4: API Interface Usage
      • Scenario 5: RAG-Enhanced Evaluation
      • Scenario 6: Acceleration for Memory Efficiency
    • Running LOOMBench Suite
      • Option 1: Run Full LOOMBench Suite
      • Common Issues
    • Output Structure
    • Next Steps

User Guide

  • Acceleration Methods
    • KV Cache Optimization
    • Sparse Attention
    • Usage
    • Performance (128K Context)
    • Model Compatibility
    • Installation Notes
    • Hardware Requirements
  • API Reference
    • Command Line Interface
      • Main Commands
      • Core Parameters
      • Inference Options
      • Acceleration Options
      • RAG Options
      • Generation & Logic Options
      • Data & Sampling Options
      • API Configuration Options
      • Execution Options
      • Extension Options
      • Storage Strategy Options
    • Custom Templates
    • Examples
      • Basic Evaluation (Automatic)
      • With KV Cache Acceleration
      • With RAG Enhancement
      • vLLM High-Throughput Backend
      • API Model (OpenAI/Anthropic)
      • Sparse Attention (NSA/MOBA)
      • Step-by-Step Manual Evaluation
  • RAG (Retrieval-Augmented Generation)
    • Supported Methods
    • Installation
    • Quick Start
    • Configuration
    • Command-line Options
    • Task Compatibility
    • Best Practices
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