Notebooks

๐ŸŒ Optimum notebooks

You can find here a list of the notebooks associated with each accelerator in ๐ŸŒ Optimum.

Optimum Habana

Notebook
Description
Colab
Studio Lab

Show how to use DeepSpeed to pre-train/fine-tune the 1.6B-parameter GPT2-XL for causal language modeling on Habana Gaudi.

Open in Colab

Open in AWS Studio

Optimum Intel

OpenVINO

Notebook
Description
Colab
Studio Lab

Explains how to export your model to OpenVINO and run inference with OpenVINO Runtime on various tasks

Open in Colab

Open in AWS Studio

Show how to apply post-training quantization on a question answering model using NNCF and to accelerate inference with OpenVINO

Open in Colab

Open in AWS Studio

Show how to load and compare outputs from two Stable Diffusion models with different precision

Open in Colab

Open in AWS Studio

Neural Compressor

Notebook
Description
Colab
Studio Lab

Show how to apply quantization while training your model using Intel Neural Compressor for any GLUE task.

Open in Colab

Open in AWS Studio

Optimum ONNX Runtime

Notebook
Description
Colab
Studio Lab

Show how to apply static and dynamic quantization on a model using ONNX Runtime for any GLUE task.

Open in Colab

Open in AWS Studio

Show how to fine-tune a T5 model on the BBC news corpus.

Open in Colab

Open in AWS Studio

Show how to fine-tune a DeBERTa model on the squad.

Open in Colab

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