使用 AWS Inferentia2 加速 Hugging Face Transformers 模型推理★ 70
Hugging Face Blog1,155 days agoReleaseThis article explains how to accelerate the deployment and inference of Hugging Face Transformers models using AWS Inferentia2 (Inf2 instances) — AWS's…
使用 Transformer 進行圖形分類 (Graph Classification with Transformers)
Hugging Face Blog1,158 days agoTutorialThis technical blog post from Hugging Face explores in depth how to apply the Transformer architecture — traditionally used in natural language processing…
使用 Substra 打造保護隱私的 AI 模型：Owkin 與 Hugging Face 的聯手實踐
Hugging Face Blog1,160 days agoNew ToolAs artificial intelligence advances rapidly, data privacy and regulatory compliance (such as GDPR) have become one of the greatest challenges for enterprises…
在 Habana Gaudi2 加速器上實現大型語言模型快速推理：以 BLOOMZ 為例
Hugging Face Blog1,175 days agoTutorialThis article presents the results of a collaboration between Hugging Face and the Intel Habana team, focusing on how to leverage Intel's Habana Gaudi2 deep…
在自己的電腦上訓練與運行 Stanford Alpaca 模型
Replicate Blog1,187 days agoTutorialIn March 2023, Stanford University released the Alpaca model — a fine-tuned version of Meta's LLaMA-7B model trained on 52,000 instruction-following examples…
使用 Informer 進行多變量機率時間序列預測
Hugging Face Blog1,193 days agoTutorialTime series forecasting is critically important in domains such as energy consumption, traffic flow, and financial markets. However, traditional Transformer…
Kakao Brain 於 Hugging Face 釋出全新 ViT 與 ALIGN 開源模型
Hugging Face Blog1,197 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…
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 Blog1,200 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…
Hugging Face 發表開發 Diffusers 函式庫的倫理指南
Hugging Face Blog1,201 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 Blog1,207 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…
機器學習需要更好的工具：縮短創意與技術門檻的差距
Replicate Blog1,210 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 Blog1,216 days agoReleaseBLIP-2 (Bootstrapping Language-Image Pre-training), developed by Salesforce Research, has been officially integrated into the Hugging Face Transformers…
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 Blog1,223 days agoReleaseMicrosoft's SpeechT5 model has been officially integrated into Hugging Face's Transformers library. This represents a significant advancement in the field of…
使用 Intel Sapphire Rapids 加速 PyTorch Transformer 模型推論（第二部分）
Hugging Face Blog1,225 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…
什麼讓對話代理（Dialog Agent）變得實用？Hugging Face 深度解析★ 75
Hugging Face Blog1,238 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 Blog1,242 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 Blog1,243 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 Blog1,246 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 Blog1,259 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 Blog1,260 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 Blog1,272 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 Blog1,284 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 Blog1,291 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 Blog1,292 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 Blog1,293 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 Blog1,298 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 Blog1,302 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 Blog1,320 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 Blog1,333 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 Blog1,376 days agoTutorialDecision Transformer (DT) is an innovative architecture that reframes reinforcement learning (RL) as a sequence modeling problem. Traditional reinforcement…