Olive

OVERVIEW

Olive
Quick Tour
Olive Options

GET STARTED

Installation
Quickstart Examples

EXAMPLES

Examples

OLIVE COMMANDS

Run
Finetune
Auto-Optimization
Quantization
Capture Onnx Graph
Generate Adapters
Convert Adapters
Tune OnnxRuntime Session Params
Generate Cost Model for Model Splitting
Qualcomm SDK
AzureML
Shared Cache
Providing Input Models
Model Script File Information

FEATURES

Azure ML integration
Huggingface Integration
LoRA Adapters
Packaging Olive artifacts
Shared Cache
Remote Workflow
Model Conversions
Model Quantizations
Model Transformations and Optimizations
Model Splitting

EXTENDING OLIVE

Design
How to add new optimization Pass
Custom Scripts

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
- OliveEvaluator
  - OliveEvaluator
Metric
SearchAlgorithms
Engine
Passes

Olive

OliveEvaluator
View page source

OliveEvaluator

OliveEvaluator

class olive.evaluator.olive_evaluator.OliveEvaluator(**kwargs)[source]

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