Hugging Face 推出 Jupyter Notebooks Hub：一鍵在 Colab 等平台運行開源 AI 專案★ 75
Hugging Face Blog1,181 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…
如何使用 Alpaca-LoRA 微調出類似 ChatGPT 的專屬模型★ 72
Replicate Blog1,181 days agoTutorialAfter ChatGPT swept the globe in early 2023, the open-source community was desperately searching for self-controllable, low-cost alternatives. Meta's release…
在 24GB 消費級 GPU 上使用 RLHF 微調 20B 大型語言模型★ 85
Hugging Face Blog1,195 days agoReleaseThis technical blog post from Hugging Face introduces how to combine TRL (Transformer Reinforcement Learning) and PEFT (Parameter-Efficient Fine-Tuning)…
Kakao Brain 於 Hugging Face 釋出全新 ViT 與 ALIGN 開源模型
Hugging Face Blog1,198 days agoReleaseKakao Brain, the AI research arm of South Korean tech giant Kakao, has officially released newly trained ViT (Vision Transformer) and ALIGN (A Large-scale…
ControlNet 正式加入 🧨 Diffusers：為 Stable Diffusion 帶來精準的圖像生成控制★ 85
Hugging Face Blog1,201 days agoReleaseThe official Hugging Face blog has announced that ControlNet, the revolutionary image generation control architecture, has been officially integrated into the…
Hugging Face 如何加速 Witty Works 包容性寫作助手的開發進程
Hugging Face Blog1,203 days agoBusinessThis case study from Hugging Face details how Swiss startup Witty Works leveraged Hugging Face's open-source ecosystem to accelerate the development of its…
大型語言模型的紅隊演練（Red-Teaming LLMs）★ 75
Hugging Face Blog1,208 days agoTutorialWith the explosive growth of large language models (LLMs) such as ChatGPT, AI safety and ethics have become the most pressing concerns in the industry. This…
Swift 🧨Diffusers：在 Mac 上高速執行 Stable Diffusion 的全新開源方案★ 70
Hugging Face Blog1,208 days agoReleaseHugging Face has announced the launch of `swift-diffusers`, a brand-new open-source Swift package and sample application designed specifically for the Apple…
Fetch 採用 AWS 上的 Hugging Face 整合 AI 工具，節省 30% 開發時間
Hugging Face Blog1,209 days agoBusinessThis case study examines how Fetch, the operator of a popular U.S. consumer rewards app, leveraged Hugging Face services on AWS to resolve pain points in its…
Hugging Face 與 AWS 達成深度合作，降低生成式 AI 部署與訓練門檻★ 75
Hugging Face Blog1,211 days agoBusinessOpen-source AI community leader Hugging Face and cloud computing giant Amazon Web Services (AWS) have announced an expanded partnership aimed at making…
機器學習需要更好的工具：縮短創意與技術門檻的差距
Replicate Blog1,211 days agoOpinionMachine learning (ML) is in the midst of a historic explosion, with countless developers, entrepreneurs, and creators eager to harness the technology to build…
為什麼我們轉向使用 Hugging Face Inference Endpoints，或許你也應該試試
Hugging Face Blog1,217 days agoOpinionThis case study from Mantis NLP details the core reasons behind their decision to migrate their machine learning model deployment workflow from traditional…
Hugging Face 整合 BLIP-2：利用凍結的視覺與語言模型實現強大的零樣本圖轉文生成★ 75
Hugging Face Blog1,217 days agoReleaseBLIP-2 (Bootstrapping Language-Image Pre-training), developed by Salesforce Research, has been officially integrated into the Hugging Face Transformers…
Hugging Face 推出 PEFT 庫：用更低的硬體成本高效微調大型語言模型★ 85
Hugging Face Blog1,222 days agoNew ToolAs the parameter scale of large language models (LLMs) continues to grow, full fine-tuning has become prohibitively expensive and impractical. To lower the…
遊戲開發中的 AI 應用 #5：生成故事與敘事創作
Hugging Face Blog1,225 days agoTutorial### A New Dimension of Game Storytelling: AI-Powered Dynamic Story Generation In traditional game development, writing rich, branching narratives is an…
Hugging Face 推出 ⚔️ AI vs. AI ⚔️：深度強化學習多智能體競技系統
Hugging Face Blog1,225 days agoReleaseHugging Face has officially launched the "AI vs. AI" multi-agent competition system — a brand-new platform designed specifically for Deep Reinforcement…
介紹 LoRA：更快速微調 Stable Diffusion 的新方法★ 75
Replicate Blog1,225 days agoNew ToolThe Replicate platform has officially launched support for LoRA (Low-Rank Adaptation) technology, bringing a major efficiency breakthrough to Stable Diffusion…
深入探討視覺語言模型 (Vision-Language Models) 的原理與架構★ 80
Hugging Face Blog1,229 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…
Hugging Face 電腦視覺（Computer Vision）發展現狀與生態指南
Hugging Face Blog1,233 days agoCommentaryAlthough Hugging Face rose to prominence in the field of natural language processing (NLP), it has made tremendous strides in computer vision (CV) in recent…
使用 LoRA 進行高效 Stable Diffusion 微調：Hugging Face 官方指南★ 85
Hugging Face Blog1,237 days agoTutorialThis classic blog post from Hugging Face provides a detailed guide on how to use LoRA (Low-Rank Adaptation) technology to efficiently fine-tune Stable…
2D 資產生成：遊戲開發中的 AI 應用 #4★ 70
Hugging Face Blog1,237 days agoTutorialThis article is the fourth installment in Hugging Face's "AI for Game Development" tutorial series, focusing on how to efficiently generate 2D game assets…
Optimum + ONNX Runtime：讓 Hugging Face 模型訓練更簡單、更快速★ 75
Hugging Face Blog1,239 days agoReleaseAs the scale of deep learning models (such as Transformers) continues to grow, training these models demands enormous computational resources and time. To help…
3D 資產生成：遊戲開發中的 AI 應用（第三篇）
Hugging Face Blog1,243 days agoTutorialIn game development, the creation of 3D assets (such as characters, props, and scenes) has traditionally been a time-consuming and costly endeavor. The third…
歡迎 PaddlePaddle 加入 Hugging Face Hub 生態系
Hugging Face Blog1,246 days agoReleaseIn January 2023, Hugging Face announced the official integration of PaddlePaddle — Baidu's open-source deep learning framework — into the Hugging Face Hub…
AI 遊戲開發實戰：5 天內製作一款農場遊戲（第二部分：3D 資產生成）
Hugging Face Blog1,254 days agoTutorialThis blog post is the second-phase account of the Hugging Face team's challenge to build a 3D farming game using AI tools in 5 days, with a core focus on the…
圖形機器學習入門：Hugging Face 的 Graph ML 基礎指南
Hugging Face Blog1,260 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)…
Hugging Face 介紹 Model Cards：建立透明且負責任的機器學習模型文檔★ 75
Hugging Face Blog1,274 days agoTutorial### What Are Model Cards? Model Cards were originally proposed by Margaret Mitchell and others in the 2019 paper "Model Cards for Model Reporting." Their core…
訓練與推論速度大對決：Habana Gaudi®2 效能超越 Nvidia A100 80GB
Hugging Face Blog1,280 days agoCommentaryAs large language models (LLMs) and generative AI exploded in popularity, demand for computing power surged dramatically, leaving Nvidia GPUs (such as the…
圖解人類回饋強化學習 (RLHF)：ChatGPT 背後的關鍵對齊技術★ 85
Hugging Face Blog1,285 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…
使用深度學習進行蛋白質分析：Hugging Face 實戰指南★ 75
Hugging Face Blog1,292 days agoTutorial### The Rise of Protein Deep Learning Following the success of AlphaFold 2, artificial intelligence has achieved a revolutionary breakthrough in structural…