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LLM Autotuner 1.0 documentation
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LLM Autotuner 1.0 documentation

Getting Started

  • Quick Start Guide
  • Installation Guide

User Guide

  • Docker Deployment Mode
  • OME Installation Guide
  • Parameter Preset System - Quick Reference
  • Troubleshooting Guide

Features

  • Bayesian Optimization
  • SLO-Aware Objective Scoring
  • GPU Resource Tracking
  • Parallel Experiment Execution
  • WebSocket Real-Time Updates Implementation

Architecture

  • Autotuner: Comprehensive Deployment Architecture Analysis
  • LLM Autotuner - Product Roadmap

API Reference

  • API Reference
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Python Module Index

c | o | u | w
 
c
- controllers
    controllers.base_controller
    controllers.benchmark_controller
    controllers.direct_benchmark_controller
    controllers.docker_controller
    controllers.local_controller
    controllers.ome_controller
 
o
orchestrator
 
u
- utils
    utils.gpu_discovery
    utils.gpu_monitor
    utils.gpu_pool
    utils.optimizer
 
w
- web
    web.db.models
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