深入探討視覺語言模型 (Vision-Language Models) 的原理與架構★ 80
Hugging Face Blog1,227 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 Blog1,258 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 Blog1,283 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 Blog1,293 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 Blog1,305 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 Blog1,375 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 Blog1,390 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 Blog1,402 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 Blog1,409 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 Blog1,423 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 Blog1,429 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 Blog1,438 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 Blog1,445 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 Blog1,446 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 Blog1,452 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 Blog1,468 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 Blog1,468 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 Blog1,486 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 Blog1,488 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 Blog1,489 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 Blog1,493 days agoReleaseHugging Face has officially launched its "Student Ambassador Program" and opened applications to students worldwide. The program's core goal is to empower…
歡迎 fastai 加入 Hugging Face Hub 平台
Hugging Face Blog1,500 days agoReleaseHugging Face has officially announced a deep integration with the well-known high-level deep learning library fastai, formally bringing fastai into the Hugging…
Hugging Face 深度強化學習（Deep RL）入門指南與核心概念解析★ 75
Hugging Face Blog1,502 days agoTutorialThis article is the introductory first chapter of the official Hugging Face "Deep Reinforcement Learning Course." With the widespread adoption of RLHF…
Hugging Face 推出教育計劃 Hugging Face for Education：助力機器學習教學與學術社群
Hugging Face Blog1,511 days agoReleaseHugging Face has officially launched "Hugging Face for Education," an educational initiative designed to lower the barrier to learning machine learning (ML)…
機器學習專家專訪：Hugging Face 工程師與《Transformers》暢銷書作者 Lewis Tunstall
Hugging Face Blog1,523 days agoOpinionIn this installment of Hugging Face's "Machine Learning Experts" interview series, the spotlight is on Lewis Tunstall, a senior machine learning engineer at…
Hugging Face 宣布推出 🤗 AI 研究駐點計畫 (AI Research Residency Program)
Hugging Face Blog1,545 days agoReleaseHugging Face has announced the launch of a new "AI Research Residency Program," an innovative initiative designed to democratize open-source AI research and…
BERT 101：最先進的 NLP 模型完整原理解析
Hugging Face Blog1,565 days agoTutorialBERT (Bidirectional Encoder Representations from Transformers) is a landmark natural language processing (NLP) model proposed by Google in 2018. This Hugging…
使用 🤗 Transformers 微調 ViT 進行影像分類教學★ 70
Hugging Face Blog1,584 days agoTutorialThis is an official tutorial article from Hugging Face that guides developers on how to fine-tune a Vision Transformer (ViT) model for image classification…
使用 Python 進行情緒分析入門指南：從 Pipeline 到微調模型
Hugging Face Blog1,593 days agoTutorialThis is a practical tutorial guide written by Hugging Face, designed to help developers and data scientists quickly get started with sentiment analysis using…
Hugging Face 推出首個 Unity ML-Agents 強化學習環境「Snowball Fight ☃️」
Hugging Face Blog1,655 days agoReleaseHugging Face announced the launch of its first custom virtual environment built on Unity ML-Agents: "Snowball Fight." This marks Hugging Face's formal…