Olive
0.5.0

OVERVIEW

  • Olive
  • Quick Tour
  • Olive Options

GET STARTED

  • Installation
  • Quickstart Examples

EXAMPLES

  • Examples

FEATURES

  • Model Transformations and Optimizations
  • Huggingface Model Optimization
  • Packaging Olive artifacts
  • Custom Scripts
  • Azure ML integration

EXTENDING OLIVE

  • Design
  • How to add new optimization Pass

TUTORIALS

  • How To Configure System
  • How To Configure Metric
  • How To Configure Auto Optimizer
  • How To Configure Pass
  • How To Configure Data
  • How To Set Model Path
  • Advanced User Tour
  • Self-hosted Kubernetes cluster
  • Azure ML scripts

API REFERENCE

  • OliveModels
  • ResourcePath
  • OliveSystems
  • OliveEvaluator
  • Metric
  • SearchAlgorithms
  • Engine
  • Passes
Olive
  • Overview: module code

All modules for which code is available

  • olive.azureml.azureml_client
  • olive.engine.config
  • olive.engine.engine
  • olive.evaluator.metric
  • olive.evaluator.metric_config
  • olive.evaluator.olive_evaluator
  • olive.model.config.model_config
  • olive.model.handler.composite
  • olive.model.handler.onnx
  • olive.model.handler.openvino
  • olive.model.handler.pytorch
  • olive.model.handler.snpe
  • olive.passes.pytorch.lora
  • olive.resource_path
  • olive.strategy.search_strategy
  • olive.systems.azureml.aml_system
  • olive.systems.common
  • olive.systems.docker.docker_system
  • olive.systems.local
  • olive.systems.python_environment.python_environment_system
  • olive.systems.system_alias
  • olive.systems.system_config

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