Hugging Face Datasets 推出全新音訊與電腦視覺文件指南
Hugging Face Blog1,423 days agoReleaseHugging Face announced new official Audio and Vision documentation guides for its core open-source library `datasets`. As multimodal AI models continue to…
使用 TensorFlow 與 XLA 加速文本生成
Hugging Face Blog1,424 days agoTutorialThis Hugging Face technical blog post takes an in-depth look at how to use TensorFlow's XLA (Accelerated Linear Algebra) compiler to dramatically speed up the…
在 Hugging Face 中使用 TF Serving 部署 TensorFlow 視覺模型
Hugging Face Blog1,426 days agoTutorialThis is an official technical guide published by Hugging Face, designed to help developers deploy TensorFlow computer vision models from the Hugging Face Hub…
深度強化學習入門：優勢動作評價演算法 (Advantage Actor Critic, A2C)
Hugging Face Blog1,429 days agoTutorialThis is a classic unit from Hugging Face's Deep Reinforcement Learning Course, offering a deep dive into the Advantage Actor-Critic algorithm (A2C). In…
探索文字生成圖片模型：使用 Replicate API 輕鬆創作影像
Replicate Blog1,433 days agoTutorialThis blog post from Replicate provides a clear and accessible introduction to running text-to-image models using Replicate's cloud API service. It serves as an…
如何使用對抗性數據動態訓練你的模型 (以 MNIST 為例)
Hugging Face Blog1,435 days agoTutorialThis technical blog post from Hugging Face takes an in-depth look at how to build a closed-loop system for "Dynamic Adversarial Training." In a traditional…
揭秘 BLOOM 訓練背後的技術：如何用 Megatron-DeepSpeed 訓練 1760 億參數開源大模型★ 80
Hugging Face Blog1,437 days agoTutorialThis article documents in detail how the BigScience project trained BLOOM, an open-source multilingual large language model with 176 billion parameters. This…
使用 Sentence Transformers 打造智慧歌單生成器
Hugging Face Blog1,438 days agoTutorialAs natural language processing (NLP) technology has advanced, semantic search has become a cornerstone of modern recommendation systems. The official Hugging…
介紹全球最大的開源多語言大語言模型：BLOOM★ 75
Hugging Face Blog1,439 days agoReleaseIn July 2022, Hugging Face and the BigScience collaborative community officially released BLOOM (BigScience Large Open-science Open-access Multilingual…
Hugging Face 實戰教學：如何利用 Transformers 進行 Twitter (X) 貼文情緒分析
Hugging Face Blog1,444 days agoTutorialThis hands-on guide from the official Hugging Face blog provides a detailed walkthrough of how to use natural language processing (NLP) techniques to perform…
Replicate 推出全新模型 README 模板，靈感源自 Model Cards 規範
Replicate Blog1,446 days agoNew ToolThe AI hosting and execution platform Replicate has announced a new README documentation template for machine learning models on its platform. The design of…
使用 PyTorch 實作策略梯度（Policy Gradient）：Hugging Face 深度強化學習教學
Hugging Face Blog1,451 days agoTutorialThis tutorial comes from Unit 4 of Hugging Face's Deep Reinforcement Learning Course, covering the topic of "Implementing Policy Gradients with PyTorch." In…
啟航！如何開始你的第一個機器學習專案 🚀
Hugging Face Blog1,452 days agoTutorialThis official blog post from Hugging Face aims to provide ML beginners with a clear, approachable entry point into the field. In the past, starting an ML…
Hugging Face 推出「Evaluation on the Hub」：一鍵免程式碼評估 AI 模型效能
Hugging Face Blog1,453 days agoNew ToolHugging Face has announced a new feature called "Evaluation on the Hub," designed to eliminate the cumbersome steps typically involved in evaluating machine…
使用 DeepSpeed 與 Hugging Face Accelerate 加速超大型模型訓練★ 75
Hugging Face Blog1,453 days agoTutorialThis official Hugging Face blog post provides a detailed walkthrough of how to combine the `Accelerate` library with Microsoft's `DeepSpeed` deep learning…
Hugging Face 向量嵌入（Embeddings）入門指南★ 75
Hugging Face Blog1,458 days agoTutorialThis classic blog post from Hugging Face is an essential introductory guide for understanding vector embeddings — the foundational technology underlying modern…
使用 Hugging Face Optimum 將 Transformers 模型轉換為 ONNX 格式
Hugging Face Blog1,459 days agoTutorialWhen deploying Transformer models in production, latency and throughput are typically the key factors determining the quality of the user experience. ONNX…
Intel 與 Hugging Face 達成合作，共同推動機器學習硬體加速普及化
Hugging Face Blog1,466 days agoReleaseIntel and Hugging Face announced a significant long-term partnership aimed at making machine learning hardware acceleration accessible to developers worldwide…
機器學習主管洞察【第三篇：金融專題】— 探討 Transformer 與 NLP 在金融業的落地挑戰
Hugging Face Blog1,467 days agoOpinionHugging Face's "Director of Machine Learning Insights" series aims to capture the authentic perspectives of ML leaders across industries. In the third…
使用 Space Invaders 實作深度 Q 學習 (Deep Q-Learning)
Hugging Face Blog1,474 days agoTutorialThis article is Unit 3 of Hugging Face's free Deep Reinforcement Learning course, covering the topic of Deep Q-Learning (DQN). In traditional Q-Learning, we…
詳解擴散模型：The Annotated Diffusion Model 程式碼與原理實戰指南★ 85
Hugging Face Blog1,474 days agoTutorialThis classic blog post from Hugging Face, "The Annotated Diffusion Model," is an essential guide for learning about generative AI image synthesis. Modeled…
限制 CLIPDraw：可微程式設計與生成藝術模型的優化實踐
Replicate Blog1,485 days agoTutorial### What is CLIPDraw? CLIPDraw is a technique that uses OpenAI's CLIP model to guide the drawing of images through vector strokes (Bezier curves). Unlike…
Graphcore 與 Hugging Face 推出全新支援 IPU 的 Transformers 模型陣容
Hugging Face Blog1,486 days agoReleaseIn May 2022, Hugging Face — the leading open-source AI community — and Graphcore, the UK-based AI chip design company, jointly announced the launch of a new…
Hugging Face 推出 Pull Requests 與 Discussions 功能，打造 AI 協作社群★ 70
Hugging Face Blog1,487 days agoReleaseHugging Face officially announced the launch of two major new features on the Hugging Face Hub: "Pull Requests" and "Discussions," with the goal of…
無需真實數據的高效表格預訓練：TAPEX 概念與 Hugging Face 整合介紹
Hugging Face Blog1,489 days agoReleaseWhen working with structured data such as tables, traditional pre-trained models typically require crawling large amounts of real-world tables and related text…
深度強化學習 Q-Learning 實戰指南（下）：從演算法步驟到動手實作
Hugging Face Blog1,492 days agoTutorialThis blog post is the second part (hands-on edition) of the Q-Learning section in Hugging Face's Deep Reinforcement Learning Class. The article aims to…
Sempre Health 如何利用 Hugging Face 專家加速計畫（EAP）推進其機器學習發展藍圖
Hugging Face Blog1,493 days agoBusinessSempre Health is a healthcare technology company dedicated to improving patient medication adherence and drug affordability. They primarily interact with…
將倫理原則置於研究生命週期的核心：Hugging Face 的多模態研究倫理憲章
Hugging Face Blog1,493 days agoOpinionAs multimodal AI (combining text, images, audio, and other media) advances rapidly, the ethical challenges brought about by the technology are growing…
Hugging Face 深度強化學習教程：Q-Learning 基礎入門（第一部分）
Hugging Face Blog1,494 days agoTutorialThis classic tutorial from Hugging Face is the first part of its "Deep Reinforcement Learning Course," designed to give readers a solid foundation in…
Hugging Face 宣布推出 Fellowship 獎學金計畫，資助開源 AI 研究與開發
Hugging Face Blog1,495 days agoReleaseHugging Face has announced the launch of its new "Fellowship Program," a major initiative aimed at democratizing artificial intelligence and strongly…