CO2 排放與 🤗 Hub：引領綠色 AI 的減碳行動
Hugging Face Blog1,516 days agoReleaseOn Earth Day 2022, the Hugging Face official blog published this landmark article announcing a new feature on the Hugging Face Hub designed to address the…
機器學習專家專訪：Hugging Face 工程師與《Transformers》暢銷書作者 Lewis Tunstall
Hugging Face Blog1,525 days agoOpinionIn this installment of Hugging Face's "Machine Learning Experts" interview series, the spotlight is on Lewis Tunstall, a senior machine learning engineer at…
機器學習專家專訪：Hugging Face 首席倫理科學家 Margaret Mitchell
Hugging Face Blog1,546 days agoOpinionThis in-depth interview explores the career trajectory, academic background, and vision for AI ethics held by Margaret Mitchell, Chief Ethics Scientist at…
Hugging Face 宣布推出 🤗 AI 研究駐點計畫 (AI Research Residency Program)
Hugging Face Blog1,547 days agoReleaseHugging Face has announced the launch of a new "AI Research Residency Program," an innovative initiative designed to democratize open-source AI research and…
使用 🤗 Datasets 進行圖像搜尋
Hugging Face Blog1,553 days agoTutorialIn the field of computer vision, image search (also known as image-to-image search) is a core technology. Hugging Face's official blog provides a detailed…
使用 Constrained Beam Search（受約束的束搜索）引導 🤗 Transformers 的文本生成★ 70
Hugging Face Blog1,558 days agoTutorialIn natural language generation (NLG) tasks, precisely controlling a model's output has always been a major challenge. Traditional decoding strategies like…
使用 🤗 Transformers 微調 ViT 進行影像分類教學★ 70
Hugging Face Blog1,586 days agoTutorialThis is an official tutorial article from Hugging Face that guides developers on how to fine-tune a Vision Transformer (ViT) model for image classification…
使用 Python 進行情緒分析入門指南：從 Pipeline 到微調模型
Hugging Face Blog1,595 days agoTutorialThis is a practical tutorial guide written by Hugging Face, designed to help developers and data scientists quickly get started with sentiment analysis using…
🤗 Hub 搜尋功能全面升級：更快速、精準地尋找模型與數據集
Hugging Face Blog1,603 days agoReleaseHugging Face's official blog has announced a major upgrade to its platform's core feature — the search functionality of Hugging Face Hub. As the open-source AI…
Stable-baselines3 正式整合至 Hugging Face Hub：輕鬆分享與載入強化學習模型
Hugging Face Blog1,607 days agoNew ToolHugging Face has officially announced a deep integration with the popular PyTorch reinforcement learning (RL) library Stable-baselines3 (SB3). This…
使用 Hugging Face Transformers 與 Amazon SageMaker 部署 GPT-J 6B 進行推論
Hugging Face Blog1,617 days agoTutorialWith the rise of open-source large language models, deploying these models in cloud environments in a secure, stable, and scalable manner has become a critical…
Gradio 正式加入 Hugging Face！攜手打造更易用的機器學習 Demo 平台★ 80
Hugging Face Blog1,638 days agoBusinessOn December 21, 2021, the open-source machine learning world received major news: Gradio, the open-source library purpose-built for rapidly creating…
從頭開始訓練 CodeParrot 🦜：Hugging Face 的程式碼生成模型實戰指南
Hugging Face Blog1,651 days agoTutorialThis classic Hugging Face blog post documents the birth of the "CodeParrot" project — an experiment in training a code generation model entirely from scratch…
使用 Optimum 在 Graphcore IPU 上快速上手 Hugging Face Transformers
Hugging Face Blog1,659 days agoTutorialThis blog post introduces the fruits of a collaboration between Hugging Face and hardware chip design company Graphcore, showcasing how to use Hugging Face's…
大型語言模型：全新版本的摩爾定律？
Hugging Face Blog1,694 days agoOpinionIn late 2021, the AI field witnessed an unprecedented explosive growth in large language models (LLMs). From OpenAI's GPT-3 at 175 billion parameters to the…
Hugging Face 課程發布社群活動 (Course Launch Community Event)
Hugging Face Blog1,694 days agoReleaseThis announcement comes from the official Hugging Face blog, published in October 2021, celebrating the launch of the Hugging Face Course along with an…
Hugging Face 釋出：如何用 10 億個訓練對訓練句子嵌入（Sentence Embedding）模型★ 75
Hugging Face Blog1,695 days agoTutorialThis classic Hugging Face blog post (co-authored by Sentence-Transformers creator Nils Reimers and others) provides a detailed account of how to train…
微調 CLIP 模型以辨識遙測（衛星）影像與文本描述
Hugging Face Blog1,707 days agoTutorialThis blog post from the Hugging Face community provides a detailed walkthrough of how to fine-tune OpenAI's CLIP (Contrastive Language-Image Pre-training)…
Hugging Face 的盛夏回顧：2021 暑期實習生專案與開源社群成果
Hugging Face Blog1,726 days agoCommentaryThe summer of 2021 was a vibrant and breakthrough season for Hugging Face. In this retrospective, Hugging Face summarizes the rich achievements produced over…
Hugging Face 推出 Optimum：專為大規模 Transformer 模型打造的硬體加速與優化工具包★ 75
Hugging Face Blog1,736 days agoReleaseHugging Face has officially launched a new open-source toolkit called "Optimum" — an optimization and hardware acceleration library designed specifically for…
Hugging Face Hub 正式支援 spaCy：輕鬆分享與託管你的 NLP 管道模型
Hugging Face Blog1,799 days agoReleaseHugging Face officially announced a deep integration with spaCy, the popular industrial-grade natural language processing (NLP) framework, formally bringing…
使用 Amazon SageMaker 輕鬆部署 Hugging Face 模型
Hugging Face Blog1,804 days agoReleaseHugging Face and Amazon Web Services (AWS) have entered into a deep collaboration aimed at simplifying the deployment process of machine learning models from…
實踐少樣本學習：GPT-Neo 與 🤗 Accelerated Inference API
Hugging Face Blog1,839 days agoTutorialIn the field of natural language processing (NLP), the emergence of GPT-3 demonstrated the tremendous power of "Few-shot Learning" — where a model only needs…
使用 Gradio 2.0 輕鬆部署與混合 Hugging Face 模型
Hugging Face Blog1,848 days agoReleaseIn May 2021, Gradio officially released version 2.0 and announced a deep integration with the Hugging Face platform. This collaboration fundamentally changed…
在 CPU 上擴展 BERT 推論效能（第一部分）
Hugging Face Blog1,883 days agoTutorialIn many real-world enterprise production environments, although GPUs offer extremely high throughput for deep learning inference, CPUs remain indispensable due…
使用 🤗 Transformers 與 Amazon SageMaker 進行分散式訓練：以 BART/T5 摘要生成模型為例
Hugging Face Blog1,895 days agoTutorialThis technical guide, published by Hugging Face in 2021, details how to use Amazon SageMaker's managed infrastructure and distributed training capabilities to…
Amazon SageMaker 與 Hugging Face 宣布深度合作：簡化企業級 NLP 模型訓練與部署★ 75
Hugging Face Blog1,911 days agoBusinessHugging Face has officially announced a deep partnership with Amazon Web Services (AWS), aimed at natively integrating the Hugging Face Transformers platform…
使用 🤗 Transformers 在 Hugging Face 中微調 Wav2Vec2 進行英文語音辨識 (ASR)★ 70
Hugging Face Blog1,922 days agoTutorialThis is a landmark technical tutorial published by the Hugging Face team in 2021, detailing how to fine-tune Meta AI's Wav2Vec2 model using the Hugging Face…
Hugging Face 讀書會：長文本 Transformer 模型技術解析與演進
Hugging Face Blog1,925 days agoCommentaryIn the field of natural language processing (NLP), the core of standard Transformer models (such as BERT and GPT-2) is the self-attention mechanism. However…
使用 Hugging Face Transformers 與 Ray 實現大規模檢索增強生成 (RAG)
Hugging Face Blog1,952 days agoTutorialRetrieval-Augmented Generation (RAG) is a powerful architecture that combines a "retriever" with a "generator." It enables language models to dynamically…