使用 🤗 Optimum Intel 與 OpenVINO 加速你的 Hugging Face 模型
Original: Accelerate your models with 🤗 Optimum Intel and OpenVINO
As Transformer models become increasingly prevalent in natural language processing (NLP) and computer vision (CV), efficiently deploying…
Hugging Face 介紹了 `optimum-intel` 與 Intel OpenVINO 的整合。開發者可使用簡單的 `OVModel` API 直接在 Intel CPU 和 GPU 上載入、優化並運行 Hugging Face 模型。此工具還整合了 NNCF 框架，支援將模型量化至 INT8，在極低精度損失下顯著提升推理效率並降低延遲，非常適合邊緣運算與伺服器部署。
As Transformer models become increasingly prevalent in natural language processing (NLP) and computer vision (CV), efficiently deploying these large models in real production environments has become a major challenge for developers. To simplify the optimization process for specific hardware, Hugging Face launched the Optimum project, and `optimum-intel` is the acceleration extension designed specifically for Intel hardware.
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