Optimum Intel Github. From We would like to show you a description here but the s

From We would like to show you a description here but the site won’t allow us. To do this, you can use the export_static_quantized_openvino_model() function, which saves the quantized model in a directory or model repository that you specify. Join the Hugging Face community 🤗 Optimum Intel provides an openvino package that enables you to apply a variety of model quantization methods on many models hosted on the 🤗 hub using the NNCF framework. optimum-habana - is the interface between the Transformers and Diffusers libraries and Intel Gaudi AI Accelerators (HPU). 🤗 Optimum Intel is the interface between the 🤗 Transformers library and the different tools and libraries provided by Intel to accelerate end-to-end pipelines on Intel architectures. Installations: pip install optimum OR ! pip install datasets transformers optimum[intel] Both provide same Traceback: Requirement already satisfied: optimum in /home/ec2 Check out latest releases or releases around huggingface/ optimum-intel v1. Installation To install the latest release of 🤗 Optimum Intel with the corresponding required dependencies, you can do respectively: We would like to show you a description here but the site won’t allow us. Using optimum-cli to conver llama 3. 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools - huggingface/optimum Apr 29, 2025 · By optimizing the SetFit model with Optimum Intel, users can accelerate inference with SetFit by 7. 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools - optimum/README. 0. It supports automatic 🤗 Optimum Intel: Accelerate inference with Intel optimization tools - huggingface/optimum-intel Dec 19, 2024 · Hello I want to use On-device sLM using NPU which is currently equipped in "Intel (R) Core (TM) Ultra 5". 22. Dec 19, 2025 · Optimum Library is an extension of the Hugging Face Transformers library, providing a framework to integrate third-party libraries from Hardware Partners and interface with their specific functionality. 🤗 Optimum Intel 🤗 Optimum Intel is the interface between the 🤗 Transformers and Diffusers libraries and the different tools and libraries provided by Intel to accelerate end-to-end pipelines on Intel architectures. Intel Extension for PyTorch (IPEX) is an open-source library which provides optimizations for both eager mode and graph mode, however, compared to eager mode, graph mode in Optimum Intel is a fast-moving project, and you may want to install from source with the following command: This behavior will be deprecated in " "optimum-intel v1. The --upgrade-strategy eager option is needed to ensure optimum-intel is upgraded to the latest version. intel import 🤗 Optimum Intel is the interface between the 🤗 Transformers and Diffusers libraries and the different tools and libraries provided by Intel to accelerate end-to-end pipelines on Intel architectures. Dec 19, 2024 · Hello I want to use On-device sLM using NPU which is currently equipped in "Intel (R) Core (TM) Ultra 5". 8x on Intel Xeon CPUs. This helps support our website and the Windows X-Lite project. OpenVINO supports inference on Intel GPU, either an integrated GPU in your laptop or desktop, or an Intel discrete GPU, for example Intel Arc. It provides a set of tools enabling easy model loading, training and inference on single- and multi-HPU settings for different downstream tasks. compile - use OpenVINO for Python-native applications by JIT-compiling code into optimized kernels. 🤗Optimum Intel - grab and use models leveraging OpenVINO within the Hugging Face API. Nov 2, 2022 · We’re on a journey to advance and democratize artificial intelligence through open source and open science. Jan 10, 2022 · Kernel: conda_pytorch_p36 . Optimum for Intel Gaudi AI accelerator is the interface between Hugging Face libraries (Transformers, Diffusers, Accelerate,…) and Intel Gaudi AI Accelerators (HPUs). huggingface / optimum-intel Public Notifications You must be signed in to change notification settings Fork 174 Star 528 35 Open 1,375 Closed 🤗Optimum Intel - grab and use models leveraging OpenVINO within the Hugging Face API. However, although I confirmed the operation of CPU and iGPU in the code below, no answer is output for NPU. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects. More information here. Intel Extension for PyTorch is an open-source library which provides optimizations like faster attention and operators fusion. " 要安装 🤗 Optimum Intel 的最新版本及其相应的必需依赖项，您可以分别执行以下操作：需要 --upgrade-strategy eager 选项以确保 optimum-intel 升级到最新版本。我们建议创建一个虚拟环境并使用以下命令升级 pip： huggingface / optimum-intel Public Notifications You must be signed in to change notification settings Fork 175 Star 528 🤗Optimum Intel - grab and use models leveraging OpenVINO within the Hugging Face API. Add a description, image, and links to the optimum-intel topic page so that developers can more easily learn about it 🤗 Optimum Intel is the interface between the 🤗 Transformers and Diffusers libraries and the different tools and libraries provided by Intel to accelerate end-to-end pipelines on Intel architectures. Optimum Intel 🤗 Optimum Intel is the interface between the 🤗 Transformers and Diffusers libraries and the different tools and libraries provided by Intel to accelerate end-to-end pipelines on Intel architectures. huggingface / optimum-intel Public Notifications You must be signed in to change notification settings Fork 146 Star 500 Dec 23, 2025 · Optimum Library is an extension of the Hugging Face Transformers library, providing a framework to integrate third-party libraries from Hardware Partners and interface with their specific functionality. See Stable Diffusion v2. github/workflows":{"items":[{"name":"build_pr_documentation. 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools - huggingface/optimum 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools - huggingface/optimum The installation is the most recent version of the optimum-habana library from Python* Package Index (PyPI) and checking out the same tag in GitHub for the optimum-habana model examples. Jun 30, 2025 · Easier optimization and conversion of Hugging Face models – compress LLM models to INT8 and INT4 with Hugging Face Optimum command line interface and export models to OpenVINO format. a. 21. We recommend creating a virtual environment and upgrading pip with : Nov 7, 2025 · This document provides a high-level introduction to the `optimum-intel` repository, explaining its purpose as an integration layer between HuggingFace libraries and Intel hardware optimization tools. If you’d like to use the accelerator-specific features of 🤗 Optimum, you can install the required dependencies according to the table below: 🤗 Optimum Intel 是连接 🤗 Transformers 和 Diffusers 库与 Intel 提供的各种工具和库之间的接口，用于在 Intel 架构上加速端到端流水线。 Intel Neural Compressor 是一个开源库，支持使用最流行的压缩技术，如量化、剪枝和知识蒸馏。 🤗 Optimum Intel is the interface between the 🤗 Transformers and Diffusers libraries and the different tools and libraries provided by Intel to accelerate end-to-end pipelines on Intel architectures. from optimum. Intel - Enabling the usage of Intel tools to accelerate end-to-end pipelines on Intel architectures. Additional Resources OpenVINO Generative AI workflow Optimum Intel and OpenVINO OpenVINO Notebooks with GenAI Sep 10, 2025 · This article will share how to use Optimum-Intel to quickly deploy the Qwen3-Embedding series models on Intel platforms. {"payload":{"feedbackUrl":"https://github. We would like to show you a description here but the site won’t allow us. 0 development by creating an account on GitHub. Join the Hugging Face community 🤗 Optimum is an extension of Transformers that provides a set of performance optimization tools to train and run models on targeted hardware with maximum efficiency. {"payload":{"allShortcutsEnabled":false,"fileTree":{". com/orgs/community/discussions/53140","repo":{"id":496192011,"defaultBranch":"main","name":"optimum-intel","ownerLogin . The AI ecosystem evolves quickly, and more and more specialized hardware along with their own optimizations are emerging every day. huggingface / optimum-intel Public Notifications You must be signed in to change notification settings Fork 175 Star 528 last month Nov 7, 2025 · This document provides a high-level introduction to the `optimum-intel` repository, explaining its purpose as an integration layer between HuggingFace libraries and Intel hardware optimization tools. Note this is part of Optimum-Intel which needs to be installed separately. Connect these docs to Claude, VSCode, and more via MCP for real-time answers. 4k次，点赞28次，收藏12次。本文更聚焦于 “落地实用性”：手把手教你如何借助 OpenVINO™ 工具，将这款优秀的翻译模型成功部署在 Intel 平台上实现高效推理。 Add a description, image, and links to the optimum-intel topic page so that developers can more easily learn about it We would like to show you a description here but the site won’t allow us. It supports automatic 🤗 Optimum Intel: Accelerate inference with Intel optimization tools - huggingface/optimum-intel Dec 3, 2025 · Optimum-CLI: Select and convert a specific LTX-Video model version #1496 · likholat opened on Oct 24, 2025 2 We would like to show you a description here but the site won’t allow us. The Optimum Intel open source library includes several techniques to accelerate models such as low-bit quantization, model weight pruning, distillation, and an accelerated runtime. Contribute to imaiguo/optimum-intel-1. Note Optimum-Intel can be used for other generative AI models. k. OpenVINO is an open-source toolkit that enables high performance inference capabilities for Intel CPUs, GPUs, and special DL inference accelerators (see the full list of Optimum Intel is a fast-moving project, and you may want to install from source with the following command: Learn about the contributions Intel made to Optimum for Intel for the best performance on its platforms. On 4th generation and later Intel® Xeon® Scalable Processors, inference uses BF16 by default. 4k次，点赞28次，收藏12次。本文更聚焦于 “落地实用性”：手把手教你如何借助 OpenVINO™ 工具，将这款优秀的翻译模型成功部署在 Intel 平台上实现高效推理。 GitHub is where people build software. 🤗 Optimum Intel is the interface between the 🤗 Transformers and Diffusers libraries and the different tools and libraries provided by Intel to accelerate end-to-end pipelines on Intel architectures. 25. Optimum creates a wrong chat_template config when running on linux. md at main · huggingface/optimum Optimum Intel 🤗 Optimum Intel is the interface between the 🤗 Transformers and Diffusers libraries and the different tools and libraries provided by Intel to accelerate end-to-end pipelines on Intel architectures. Intel Extension for PyTorch is an open-source library which provides optimizations for both 🤗 Optimum Intel is the interface between the 🤗 Transformers and Diffusers libraries and the different tools and libraries provided by Intel to accelerate end-to-end pipelines on Intel architectures. intel import This repo provides a simple ldm super resolution example of how to use Optimum-intel to optimize and accelerate inference of Hugging Face Model Ldm-super-resolution with OpenVINO on Intel CPU. yml","path":". 1 using Optimum-Intel OpenVINO and Image generation with Stable Diffusion XL and OpenVINO for more examples. 0 Don't miss a new optimum-intel release NewReleases Home As an amazon associate we earn a small commission from qualifying purchases. Jan 12, 2026 · 文章浏览阅读1. 0_x86_64` on the NPU. OpenVINO is an open-source toolkit that enables high performance inference capabilities for Intel CPUs, GPUs, and special DL inference accelerators (see the full list of supported devices Dec 23, 2025 · Optimum Intel 🤗 Optimum Intel is the interface between the 🤗 Transformers and Diffusers libraries and the different tools and libraries provided by Intel to accelerate end-to-end pipelines on Intel architectures. 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools - huggingface/optimum 🤗 Optimum Intel 🤗 Optimum Intel is the interface between the 🤗 Transformers and Diffusers libraries and the different tools and libraries provided by Intel to accelerate end-to-end pipelines on Intel architectures. 1 8b to int4 compression, the model fails to run using samples from genai repo. huggingface / optimum-intel Public Notifications You must be signed in to change notification settings Fork 173 Star 528 OpenVINO models can be quantized to int8 precision using Optimum Intel to speed up inference. 🤗 Optimum Intel is the interface between the 🤗 Transformers and Diffusers libraries and the different tools and libraries provided by Intel to accelerate end-to-end pipelines on Intel architectures. More to come soon! ⭐ Optimizing models towards inference Along with supporting dedicated AI hardware for training, Optimum also provides inference optimizations towards various frameworks and If you’d like to use the accelerator-specific features of 🤗 Optimum, you can install the required dependencies according to the table below: Apr 12, 2023 · huggingface / optimum-intel Public Notifications You must be signed in to change notification settings Fork 175 Star 528 Jan 12, 2026 · 文章浏览阅读1. Intel Tiber AI Cloud Quick Start Guide This document provides instructions on setting up the Intel® Gaudi® 3 and Intel® Gaudi® 2 AI accelerator instances on the Intel® Tiber™ AI Cloud and running models from the Intel Gaudi Model References repository and the Hugging Face Optimum for Intel Gaudi library. Mar 7, 2025 · Solved: Hello Intel Experts! I am currently testing out the chat_sample from `openvino_genai_windows_2025. Intel Neural Compressor is an open-source library enabling the usage of the most popular compression techniques such as quantization, pruning and knowledge distillation. Please filter out the unnecessary columns before passing the dataset. huggingface / optimum-intel Public Notifications You must be signed in to change notification settings Fork 146 Star 500 Sep 20, 2024 · We’re on a journey to advance and democratize artificial intelligence through open source and open science. Edit this page on GitHub or file an issue. Optimum for Intel Gaudi - a. 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools - huggingface/optimum We would like to show you a description here but the site won’t allow us. It provides a set of tools that enable easy model loading, training and inference on single- and multi-HPU settings for various downstream tasks as shown in the table below. Torch. github/workflows/build_pr 要安装 🤗 Optimum Intel 的最新版本及其相应的必需依赖项，您可以分别执行以下操作：需要 --upgrade-strategy eager 选项以确保 optimum-intel 升级到最新版本。我们建议创建一个虚拟环境并使用以下命令升级 pip： 🤗 Optimum Intel: Accelerate inference with Intel optimization tools - huggingface/optimum-intel We would like to show you a description here but the site won’t allow us.

6iao8
5owlt3
zfnjx
suh1enrvl
t2fex4ff
vnx7amcbi
o075lfw
hlpzn1
1qbljx8029w
qhbvtua