什麼讓對話代理（Dialog Agent）變得實用？Hugging Face 深度解析★ 75
Hugging Face Blog1,282 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…
3D 資產生成：遊戲開發中的 AI 應用（第三篇）
Hugging Face Blog1,286 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 Blog1,287 days agoReleaseImage segmentation is a core task in computer vision, traditionally divided into three main types: semantic segmentation (classifying every pixel), instance…
使用 Hugging Face Datasets 與 Transformers 實現圖像相似度檢索
Hugging Face Blog1,290 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 Blog1,303 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 Blog1,304 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 Blog1,316 days agoTutorialThis article introduces CLIPSeg, an innovative architecture presented at CVPR 2022, designed to solve the problem of traditional image segmentation models…
Hugging Face 走入 Elixir 社群：從 GPT-2 到 Stable Diffusion 的 Bumblebee 專案正式發表★ 70
Hugging Face Blog1,328 days agoReleaseIn December 2022, Elixir language creator José Valim and Hugging Face jointly announced a transformative project for the Elixir community: Bumblebee. The…
使用深度學習進行蛋白質分析：Hugging Face 實戰指南★ 75
Hugging Face Blog1,335 days agoTutorial### The Rise of Protein Deep Learning Following the success of AlphaFold 2, artificial intelligence has achieved a revolutionary breakthrough in structural…
使用 🤗 Transformers 進行機率性時間序列預測
Hugging Face Blog1,336 days agoTutorialThis Hugging Face blog article introduces how to use the `TimeSeriesTransformer` in the `transformers` library for "Probabilistic Time Series Forecasting."…
VQ-Diffusion：基於離散擴散模型的文本到圖像生成技術
Hugging Face Blog1,337 days agoReleaseIn late 2022, while continuous-space diffusion models represented by Stable Diffusion were stealing the spotlight, diffusion models operating in discrete space…
Hugging Face 舉辦「擴散模型直播活動」：探索 AI 圖像生成的幕後技術
Hugging Face Blog1,342 days agoTutorialThis blog post is an event announcement published by Hugging Face in November 2022, announcing the "Diffusion Models Live Event." In the second half of 2022…
加速 Document AI：Hugging Face 提升多模態文件理解模型的推論效率★ 70
Hugging Face Blog1,346 days agoTutorial"Document AI" is a key driver of enterprise digital transformation in recent years, aimed at automating the processing of unstructured documents such as…
使用 🤗 Transformers 微調 Whisper 進行多語言語音辨識 (ASR)★ 80
Hugging Face Blog1,364 days agoTutorialOpenAI's Whisper is a powerful automatic speech recognition (ASR) model. While its zero-shot capabilities are impressive, there remains significant room for…
從 PyTorch DDP 到 Accelerate 再到 Trainer：輕鬆掌握分散式訓練★ 75
Hugging Face Blog1,377 days agoTutorialThis classic technical blog post from Hugging Face systematically guides developers in understanding and mastering distributed training techniques within the…
訓練你的第一個 Decision Transformer：Hugging Face 官方強化學習教學★ 72
Hugging Face Blog1,420 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 Blog1,435 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…
使用 Hugging Face Transformers 與 Habana Gaudi 預訓練 BERT 模型
Hugging Face Blog1,437 days agoTutorialThis technical blog post from Hugging Face provides a detailed guide on how to use Intel's Habana Gaudi accelerators (HPUs) for BERT model pre-training. As…
在 Vertex AI 上部署 Hugging Face ViT (Vision Transformer) 影像分類模型
Hugging Face Blog1,440 days agoTutorialThis technical tutorial from the official Hugging Face blog provides a detailed walkthrough of how to deploy the popular computer vision model ViT (Vision…
在 Kubernetes 上使用 TF Serving 部署 Hugging Face ViT 視覺 Transformer 模型
Hugging Face Blog1,448 days agoTutorialThis technical guide from Hugging Face provides a detailed walkthrough of how to deploy the popular Vision Transformer (ViT) model onto a Kubernetes (K8s)…
自動化影像收集：利用 CLIP 與 LAION-5B 獲取成千上萬張帶標籤的圖片
Replicate Blog1,454 days agoTutorialIn the fields of artificial intelligence and computer vision, collecting high-quality, labeled image datasets is typically a time-consuming and tedious task…
Nyströmformer：透過 Nyström 方法以線性時間與記憶體複雜度逼近 Self-Attention
Hugging Face Blog1,457 days agoReleaseThis Hugging Face blog post provides a detailed introduction to Nyströmformer, a Transformer variant designed to overcome the bottleneck of processing long…
使用 TensorFlow 與 XLA 加速文本生成
Hugging Face Blog1,463 days agoTutorialThis Hugging Face technical blog post takes an in-depth look at how to use TensorFlow's XLA (Accelerated Linear Algebra) compiler to dramatically speed up the…
在 Hugging Face 中使用 TF Serving 部署 TensorFlow 視覺模型
Hugging Face Blog1,465 days agoTutorialThis is an official technical guide published by Hugging Face, designed to help developers deploy TensorFlow computer vision models from the Hugging Face Hub…
Hugging Face 實戰教學：如何利用 Transformers 進行 Twitter (X) 貼文情緒分析
Hugging Face Blog1,483 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…
詳解擴散模型：The Annotated Diffusion Model 程式碼與原理實戰指南★ 85
Hugging Face Blog1,513 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 Blog1,513 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…
限制 CLIPDraw：可微程式設計與生成藝術模型的優化實踐
Replicate Blog1,524 days agoTutorial### What is CLIPDraw? CLIPDraw is a technique that uses OpenAI's CLIP model to guide the drawing of images through vector strokes (Bezier curves). Unlike…
Graphcore 與 Hugging Face 推出全新支援 IPU 的 Transformers 模型陣容
Hugging Face Blog1,525 days agoReleaseIn May 2022, Hugging Face — the leading open-source AI community — and Graphcore, the UK-based AI chip design company, jointly announced the launch of a new…
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 Blog1,531 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…