optimum and optimum-intel
Optimum Intel is a specialized backend/extension within the broader Optimum ecosystem that provides Intel-specific optimization implementations (like OpenVINO and Neural Engine support) for the general-purpose Optimum library, making them complements designed to be used together.
About optimum
huggingface/optimum
🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
This tool helps machine learning engineers and researchers accelerate the performance of their large language, image, and sentence models. It takes your existing AI models built with popular frameworks like Hugging Face Transformers or Diffusers and optimizes them for faster execution and training on specialized hardware. The output is a more efficient model that runs quicker and uses fewer resources.
About optimum-intel
huggingface/optimum-intel
🤗 Optimum Intel: Accelerate inference with Intel optimization tools
This is a tool for developers working with AI models on Intel hardware. It helps take large language models (LLMs) or other deep learning models from libraries like Transformers or Diffusers, optimize them using Intel's OpenVINO toolkit, and prepare them for faster deployment. Developers use it to make their AI applications run more efficiently on Intel CPUs, GPUs, and other accelerators.
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