使用機器學習爭分奪秒救援災民：Hugging Face 探討 AI 在災害應變中的關鍵角色
Hugging Face Blog1,204 days agoCommentaryThis blog post from Hugging Face explores how machine learning (ML) can assist rescue workers in a race against time to save lives during natural disasters…
ControlNet 正式加入 🧨 Diffusers：為 Stable Diffusion 帶來精準的圖像生成控制★ 85
Hugging Face Blog1,204 days agoReleaseThe official Hugging Face blog has announced that ControlNet, the revolutionary image generation control architecture, has been officially integrated into the…
Hugging Face 發表開發 Diffusers 函式庫的倫理指南
Hugging Face Blog1,205 days agoOpinionWith the explosion of generative AI models like Stable Diffusion, Hugging Face's Diffusers library has become the go-to tool for developers deploying and…
大型語言模型的紅隊演練（Red-Teaming LLMs）★ 75
Hugging Face Blog1,211 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…
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 Blog1,214 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 Blog1,214 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…
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 Blog1,220 days agoReleaseBLIP-2 (Bootstrapping Language-Image Pre-training), developed by Salesforce Research, has been officially integrated into the Hugging Face Transformers…
為什麼我們轉向使用 Hugging Face Inference Endpoints，或許你也應該試試
Hugging Face Blog1,220 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 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 Blog1,225 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…
Microsoft SpeechT5 登陸 Hugging Face：語音合成、辨識與轉換的多功能統一模型★ 75
Hugging Face Blog1,227 days agoReleaseMicrosoft's SpeechT5 model has been officially integrated into Hugging Face's Transformers library. This represents a significant advancement in the field of…
遊戲開發中的 AI 應用 #5：生成故事與敘事創作
Hugging Face Blog1,228 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 Blog1,228 days agoReleaseHugging Face has officially launched the "AI vs. AI" multi-agent competition system — a brand-new platform designed specifically for Deep Reinforcement…
使用 Intel Sapphire Rapids 加速 PyTorch Transformer 模型推論（第二部分）
Hugging Face Blog1,229 days agoTutorialThis article is the second installment of a Hugging Face series on accelerating PyTorch Transformer models on Intel's 4th-generation Xeon Scalable Processors…
深入探討視覺語言模型 (Vision-Language Models) 的原理與架構★ 80
Hugging Face Blog1,232 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 Blog1,236 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 Blog1,240 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…
什麼讓對話代理（Dialog Agent）變得實用？Hugging Face 深度解析★ 75
Hugging Face Blog1,242 days agoOpinionAmid the generative AI wave sparked by ChatGPT, Hugging Face published this in-depth article exploring how to transform "base language models" — which can only…
Optimum + ONNX Runtime：讓 Hugging Face 模型訓練更簡單、更快速★ 75
Hugging Face Blog1,242 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 Blog1,246 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…
使用 Mask2Former 與 OneFormer 進行通用影像分割★ 70
Hugging Face Blog1,247 days agoReleaseImage segmentation is a core task in computer vision, traditionally divided into three main types: semantic segmentation (classifying every pixel), instance…
歡迎 PaddlePaddle 加入 Hugging Face Hub 生態系
Hugging Face Blog1,249 days agoReleaseIn January 2023, Hugging Face announced the official integration of PaddlePaddle — Baidu's open-source deep learning framework — into the Hugging Face Hub…
使用 Hugging Face Datasets 與 Transformers 實現圖像相似度檢索
Hugging Face Blog1,250 days agoTutorialThis technical tutorial from the official Hugging Face blog provides a detailed walkthrough of how to build an efficient image similarity retrieval system from…
圖形機器學習入門：Hugging Face 的 Graph ML 基礎指南
Hugging Face Blog1,263 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)…
使用 Intel Sapphire Rapids 加速 PyTorch Transformers 模型 - 第一部分
Hugging Face Blog1,264 days agoTutorialThis article is the first installment in a collaboration series between Hugging Face and Intel, focusing on how to accelerate PyTorch Transformer models using…
使用 CLIPSeg 進行零樣本（Zero-shot）圖像分割
Hugging Face Blog1,276 days agoTutorialThis article introduces CLIPSeg, an innovative architecture presented at CVPR 2022, designed to solve the problem of traditional image segmentation models…
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 Blog1,277 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…
聊聊機器學習中的偏見！Hugging Face 倫理與社會電子報第二期
Hugging Face Blog1,282 days agoOpinionThis second issue of the newsletter from Hugging Face's Ethics and Society team centers on the theme of "Biases in Machine Learning." As AI technology becomes…
Hugging Face 音訊資料集完整指南：從載入、預處理到串流處理★ 70
Hugging Face Blog1,282 days agoTutorialWith the rapid growth of voice AI (such as Whisper), efficiently handling audio datasets has become critically important. This guide from the official Hugging…
訓練與推論速度大對決：Habana Gaudi®2 效能超越 Nvidia A100 80GB
Hugging Face Blog1,283 days agoCommentaryAs large language models (LLMs) and generative AI exploded in popularity, demand for computing power surged dramatically, leaving Nvidia GPUs (such as the…
Hugging Face 走入 Elixir 社群：從 GPT-2 到 Stable Diffusion 的 Bumblebee 專案正式發表★ 70
Hugging Face Blog1,288 days agoReleaseIn December 2022, Elixir language creator José Valim and Hugging Face jointly announced a transformative project for the Elixir community: Bumblebee. The…