Optimum Intel

Model ● Covered in 4 stories + Follow

Optimum Intel is an open-source optimization library developed through a partnership between Intel and Hugging Face that enables efficient inference of machine learning models on Intel hardware. The tool applies quantization, pruning, and other optimization techniques to reduce model latency and size, allowing models like SetFit, Phi-2, and BGE embeddings to run on Intel Xeon CPUs and consumer laptops with minimal accuracy loss. Recent applications include achieving 7.8x faster SetFit inference, running Microsoft's Phi-2 language model on standard laptops, and delivering 4.5x speedups for retrieval-augmented generation pipelines.

Updated 8 August 2026

Specifications

No specifications recorded yet.

Latest developments

Blazing Fast SetFit Inference with 🤗 Optimum Intel on Xeon Hugging Face · 2 years ago · 10

A Chatbot on your Laptop: Phi-2 on Intel Meteor Lake Hugging Face · 2 years ago · 19

CPU Optimized Embeddings with 🤗 Optimum Intel and fastRAG Hugging Face · 2 years ago · 8

Intel and Hugging Face Partner to Democratize Machine Learning Hardware Acceleration Hugging Face · 4 years ago · 10

Timeline

Month Quarter Year

Q2 2024

3 Apr Blazing Fast SetFit Inference with 🤗 Optimum Intel on Xeon

Q1 2024

Q2 2022

15 Jun Intel and Hugging Face Partner to Democratize Machine Learning Hardware Acceleration

Relationships

Products & technology

Hugging Face develops this model · 2 sources
Integrated with SetFit · 1 source
Intel develops this model · 1 source
Phi-2 integrated with this model · 1 source

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