Hugging Face 重塑 Transformers 文件結構：解決「混亂」的全新設計
Hugging Face Blog781 days agoReleaseHugging Face's official blog published an article titled "Making sense of this mess," announcing a comprehensive redesign of the official documentation for its…
Google 推出 PaliGemma：結合 SigLIP 與 Gemma 的開源視覺語言模型★ 80
Hugging Face Blog805 days agoReleaseGoogle has officially launched PaliGemma, a powerful yet lightweight open-source Vision-Language Model (VLM). The release of PaliGemma represents a significant…
視覺語言模型（VLM）原理解析：從架構、訓練到應用指南★ 80
Hugging Face Blog838 days agoTutorialThis technical blog post published by Hugging Face provides an accessible yet thorough breakdown of the core principles and applications of Vision Language…
超新手入門：Hugging Face Transformers 基礎指南★ 75
Hugging Face Blog858 days agoTutorialThis is a beginner's guide written by the official Hugging Face blog for "total noobs" with absolutely no machine learning background, aimed at demystifying…
混合專家模型 (Mixture of Experts, MoE) 技術詳解★ 85
Hugging Face Blog960 days agoTutorialMixture of Experts (MoE) has become a core technology for improving the performance and efficiency of today's large language models (LLMs). Traditional "dense…
如何打造專屬的 AI 生活旁白大師（以大衛·艾登堡為例）
Replicate Blog965 days agoTutorialThis technical tutorial from Replicate was inspired by a viral project from developer Charlie Holtz. The project demonstrates how to use a computer's webcam to…
非工程師指南：如何訓練專屬的 LLaMA 2 聊天機器人
Hugging Face Blog1,034 days agoTutorialThis official guide from Hugging Face is designed for readers without a technical background. It provides a detailed walkthrough of how to use Hugging Face's…
Hugging Face 推出 Jupyter Notebooks Hub：一鍵在 Colab 等平台運行開源 AI 專案★ 75
Hugging Face Blog1,223 days agoReleaseHugging Face, the world's largest open-source AI community and model hub, has officially launched a new "Notebooks" section (the Notebooks Hub), designed to…
Hugging Face 推出 ⚔️ AI vs. AI ⚔️：深度強化學習多智能體競技系統
Hugging Face Blog1,267 days agoReleaseHugging Face has officially launched the "AI vs. AI" multi-agent competition system — a brand-new platform designed specifically for Deep Reinforcement…
深入探討視覺語言模型 (Vision-Language Models) 的原理與架構★ 80
Hugging Face Blog1,271 days agoTutorialThis is a classic technical guide written by the Hugging Face team, designed to help developers and researchers gain a deep understanding of how…
圖形機器學習入門：Hugging Face 的 Graph ML 基礎指南
Hugging Face Blog1,302 days agoTutorialThis blog post published by Hugging Face provides readers with a systematic introduction to the rapidly evolving field of Graph Machine Learning (Graph ML)…
圖解人類回饋強化學習 (RLHF)：ChatGPT 背後的關鍵對齊技術★ 85
Hugging Face Blog1,327 days agoTutorialThe release of ChatGPT in late 2022 triggered an explosion in generative AI, and the most critical technology behind it is Reinforcement Learning from Human…
Hugging Face 宣布招募 2023 年度實習生！
Hugging Face Blog1,337 days agoBusinessThe well-known open-source artificial intelligence platform Hugging Face announced on its official blog the launch of its 2023 internship recruitment program…
Hugging Face 與 arXiv 合作：在學術論文頁面直接運行機器學習 Demo★ 75
Hugging Face Blog1,349 days agoNew ToolHugging Face has announced a deep partnership with arXiv — the world's largest open academic paper platform — officially integrating Hugging Face Spaces…
訓練你的第一個 Decision Transformer：Hugging Face 官方強化學習教學★ 72
Hugging Face Blog1,419 days agoTutorialDecision Transformer (DT) is an innovative architecture that reframes reinforcement learning (RL) as a sequence modeling problem. Traditional reinforcement…
在 Hugging Face Spaces 上實現 3D 蛋白質結構互動式視覺化
Hugging Face Blog1,434 days agoTutorialWith breakthroughs in AI protein structure prediction technologies such as AlphaFold 2 and Meta's ESMFold, AI for Science has become one of the hottest…
Hugging Face 的 TensorFlow 哲學：打造無縫的雙框架 AI 生態系
Hugging Face Blog1,446 days agoOpinionAlthough Hugging Face originally got its start with PyTorch at its core (formerly known as `pytorch-transformers`), as the community grew, they recognized the…
深入淺出近端策略優化 (PPO)：Hugging Face 深度強化學習教程★ 70
Hugging Face Blog1,453 days agoTutorialProximal Policy Optimization (PPO) is a deep reinforcement learning (DRL) algorithm proposed by OpenAI in 2017. Due to its ease of implementation, training…
深度強化學習入門：優勢動作評價演算法 (Advantage Actor Critic, A2C)
Hugging Face Blog1,467 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…
如何使用對抗性數據動態訓練你的模型 (以 MNIST 為例)
Hugging Face Blog1,473 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…
Hugging Face 實戰教學：如何利用 Transformers 進行 Twitter (X) 貼文情緒分析
Hugging Face Blog1,482 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…
使用 PyTorch 實作策略梯度（Policy Gradient）：Hugging Face 深度強化學習教學
Hugging Face Blog1,489 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 Blog1,490 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 向量嵌入（Embeddings）入門指南★ 75
Hugging Face Blog1,496 days agoTutorialThis classic blog post from Hugging Face is an essential introductory guide for understanding vector embeddings — the foundational technology underlying modern…
詳解擴散模型：The Annotated Diffusion Model 程式碼與原理實戰指南★ 85
Hugging Face Blog1,512 days agoTutorialThis classic blog post from Hugging Face, "The Annotated Diffusion Model," is an essential guide for learning about generative AI image synthesis. Modeled…
使用 Space Invaders 實作深度 Q 學習 (Deep Q-Learning)
Hugging Face Blog1,512 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…
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 Blog1,530 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…
Hugging Face 深度強化學習教程：Q-Learning 基礎入門（第一部分）
Hugging Face Blog1,532 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 Blog1,533 days agoReleaseHugging Face has announced the launch of its new "Fellowship Program," a major initiative aimed at democratizing artificial intelligence and strongly…
Hugging Face 學生大使計畫（Student Ambassador Program）開放申請！
Hugging Face Blog1,537 days agoReleaseHugging Face has officially launched its "Student Ambassador Program" and opened applications to students worldwide. The program's core goal is to empower…