Features#

Auto Optimizer

Auto Optimizer feature allows user to automatically create the best model for a given scenario.

Auto Optimizer

Learn how to use integrations with Azure AI, such as model catalog, remote compute, and data/job artifacts.

Integrate with Azure AI

Hugging Face Integration

Learn how to use integrations with Hugging Face, such as models, data, and metrics.

Integrate with Hugging Face

IHV Integration

Olive provides integration with IHV toolkits.

Integrate with IHV toolkits

Model Compression

Olive provides ability to compress or prune Models.

Model compression

Model Conversion

Olive provides ability to convert Models from one format to another.

Model conversion

Model splitting

Olive provides ability to split a model into multiple components.

Model splitting

ONNX Transformations

Learn about ONNX graph transformations supported by Olive.

ONNX Transformations

PEFT Adapters

Olive supports PEFT adapters such as LoRA.

PEFT Adapters

Quantization

Olive supports many model quantization techniques.

Quantization