Waypoint-1.5：讓家用 GPU 也能運行高保真度互動式虛擬世界★ 75
Hugging Face Blog66 days agoReleaseAs artificial intelligence advances toward Embodied AI and real-world physical interaction, high-fidelity 3D simulation environments have long been an…
Transformer 中的混合專家模型 (MoE) 技術解析：原理、優缺點與實作挑戰★ 82
Hugging Face Blog108 days agoTutorialMixture of Experts (MoE) has become the mainstream architecture for current large language models (LLMs). This article takes an in-depth look at how MoE…
免費訓練 AI 模型！Hugging Face 聯手 Unsloth 推出 Hugging Face Jobs 免費微調服務★ 85
Hugging Face Blog114 days agoNew ToolHugging Face's official blog has announced exciting news for the open-source AI community: Hugging Face has formed a deep partnership with Unsloth — the…
Hugging Face 聯手 Codex 開源 AI 模型，助力技能培訓與開發者生態★ 70
Hugging Face Blog185 days agoReleaseAccording to the latest announcement on the Hugging Face official blog, Codex has officially announced the open-sourcing of its AI model. This move is deeply…
DeepMath：結合 smolagents 打造的輕量級數學推理 Agent★ 75
Hugging Face Blog192 days agoRelease### Background and Challenge Large language models (LLMs) frequently encounter "hallucinations" or calculation errors when handling complex mathematical…
參加 AMD 開源機器人黑客松 (AMD Open Robotics Hackathon)
Hugging Face Blog212 days agoReleaseHugging Face and chip giant AMD have jointly announced the "AMD Open Robotics Hackathon," an event designed to inspire developers, researchers, and makers…
MCP for Research：如何將 AI 連接到學術研究工具★ 75
Hugging Face Blog300 days agoTutorialAs the use of AI in academic research becomes increasingly widespread, enabling large language models (LLMs) to access the latest scientific literature in real…
宣布 NeurIPS 2025 E2LM 競賽：聚焦語言模型的早期訓練評估
Hugging Face Blog345 days agoReleaseHugging Face and the UAE's Technology Innovation Institute (TII, the organization behind the well-known open-source model Falcon) have jointly announced a new…
從零開始在 nanoVLM 中實作 KV Cache★ 75
Hugging Face Blog375 days agoTutorialIn the inference process of large language models (LLMs) and vision-language models (VLMs), autoregressive decoding is a major performance bottleneck. Each…
nanoVLM：用純 PyTorch 訓練視覺語言模型（VLM）的最簡開源專案★ 75
Hugging Face Blog389 days agoReleaseHugging Face recently launched an open-source project called nanoVLM, positioned as "the simplest repository for training Vision Language Models (VLMs) in pure…
Hugging Face 聯手 Kaggle：大幅簡化 Kaggle 用戶的模型存取與部署流程★ 75
Hugging Face Blog396 days agoReleaseHugging Face and Kaggle — the data science community owned by Google — have announced a major deep integration aimed at providing Kaggle users with a more…
Hugging Face 經典 NLP 課程正式轉型為 LLM 課程：迎向大語言模型時代的全面升級★ 85
Hugging Face Blog437 days agoTutorialHugging Face's "NLP Course" has long been a must-read classic for developers and researchers worldwide looking to enter the fields of Transformers and natural…
Open-R1：Hugging Face 推出完全開源的 DeepSeek-R1 重現計劃★ 90
Hugging Face Blog502 days agoRelease### Project Background: Recreating the Open-Source Miracle of DeepSeek-R1 The emergence of DeepSeek-R1 sent shockwaves through the global AI community…
你也能設計出最先進的 Transformer 位置編碼：從直覺到 RoPE 的數學推導★ 75
Hugging Face Blog566 days agoTutorialThis educational article from Hugging Face aims to guide readers — in the most intuitive, step-by-step way — to "reinvent" RoPE (Rotary Position Embedding)…
在 Hugging Face Hub 上分享您的開源機器學習數據集！
Hugging Face Blog579 days agoReleaseHugging Face's official blog has published an article warmly inviting and encouraging machine learning (ML) researchers and developers worldwide to share their…
Google 發布 Gemma 2 2B、安全分類器 ShieldGemma 與可解釋性工具 Gemma Scope★ 85
Hugging Face Blog683 days agoReleaseGoogle released a major update to the Gemma 2 family in late July 2024, comprising three core components: 1. **Gemma 2 2B**: A lightweight model with just 2.6B…
NuminaMath 如何贏得首屆 AIMO 進步獎（AI 數學奧林匹亞）並宣佈完整開源★ 80
Hugging Face Blog703 days agoRelease### Background and Achievement The AI Mathematical Olympiad (AIMO) Progress Prize aims to advance AI models capable of solving Olympiad-level mathematical…
Hugging Face 重塑 Transformers 文件結構：解決「混亂」的全新設計
Hugging Face Blog737 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 Blog761 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 Blog794 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 Blog814 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 Blog916 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 Blog921 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…
Hugging Face 推出 Jupyter Notebooks Hub：一鍵在 Colab 等平台運行開源 AI 專案★ 75
Hugging Face Blog1,179 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 Blog1,223 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 Blog1,227 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 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…
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…