機器學習專家訪談：Sasha Luccioni 談 AI 的碳足跡與永續發展
Hugging Face Blog1,495 days agoOpinionThis interview profiles Sasha Luccioni, a research scientist at Hugging Face whose work centers on measuring and reducing the environmental impact of…
Gradio 3.0 正式發布！全新 Blocks API 帶來極致彈性的 AI 介面排版與多步驟工作流★ 85
Hugging Face Blog1,496 days agoReleaseThe release of Gradio 3.0 is a significant milestone in the history of this open-source project, with its most fundamental change being the official…
機器學習主管的洞察：第二部分【SaaS 篇】
Hugging Face Blog1,499 days agoOpinionThis in-depth feature from Hugging Face interviews multiple industry experts serving as Directors of Machine Learning at prominent SaaS (Software-as-a-Service)…
使用 Optimum 與 Transformers Pipelines 加速模型推論★ 75
Hugging Face Blog1,502 days agoReleaseWhen deploying Transformer models in production, reducing inference latency and increasing throughput while keeping computational costs under control has…
Hugging Face 完成 1 億美元 C 輪融資，致力推動開源與協作式機器學習★ 75
Hugging Face Blog1,503 days agoBusinessOpen-source AI platform Hugging Face has announced the successful close of a $100 million Series C funding round. The round was led by Lux Capital, attracting…
歡迎 fastai 加入 Hugging Face Hub 平台
Hugging Face Blog1,506 days agoReleaseHugging Face has officially announced a deep integration with the well-known high-level deep learning library fastai, formally bringing fastai into the Hugging…
Hugging Face 深度強化學習（Deep RL）入門指南與核心概念解析★ 75
Hugging Face Blog1,508 days agoTutorialThis article is the introductory first chapter of the official Hugging Face "Deep Reinforcement Learning Course." With the widespread adoption of RLHF…
使用 PyTorch Fully Sharded Data Parallel (FSDP) 加速超大型模型訓練★ 75
Hugging Face Blog1,510 days agoReleaseAs AI model scale has grown exponentially, training large models with billions of parameters has become the norm — but this also presents enormous hardware…
使用 Kili 與 Hugging Face AutoTrain 進行輿情分類 (Opinion Classification)
Hugging Face Blog1,514 days agoTutorialIn machine learning and natural language processing (NLP) projects, high-quality annotated data and efficient model training are the two cornerstones of…
Hugging Face 機器學習主管洞察：從原型到生產環境的挑戰與趨勢
Hugging Face Blog1,515 days agoOpinionThis blog post published by Hugging Face in 2022 takes an in-depth look at the challenges, technology trends, and management insights that enterprise Directors…
在 Intel Habana Gaudi 上開始使用 Transformers 入門指南
Hugging Face Blog1,516 days agoTutorialThis blog post introduces a collaboration between Hugging Face and Intel's Habana Labs, aimed at simplifying the process of training large Transformer models…
Hugging Face 推出教育計劃 Hugging Face for Education：助力機器學習教學與學術社群
Hugging Face Blog1,517 days agoReleaseHugging Face has officially launched "Hugging Face for Education," an educational initiative designed to lower the barrier to learning machine learning (ML)…
CO2 排放與 🤗 Hub：引領綠色 AI 的減碳行動
Hugging Face Blog1,520 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 Blog1,529 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…
Hugging Face 與 Habana Labs 合作加速 Transformer 模型訓練
Hugging Face Blog1,530 days agoReleaseHugging Face and Intel's Habana Labs have officially announced a partnership aimed at providing the community with more efficient and cost-effective solutions…
Hugging Face 的設計哲學：為什麼我們反其道而行，選擇「重複程式碼」？★ 85
Hugging Face Blog1,537 days agoOpinionThis classic blog post from Hugging Face examines the tension between software engineering principles and the demands of machine learning (ML) research…
Hugging Face 正式引入 Decision Transformers：將強化學習視為序列建模任務
Hugging Face Blog1,545 days agoReleaseHugging Face has announced official support for the Decision Transformer (DT) in its renowned `transformers` library. This represents a new paradigm that…
機器學習專家專訪：Hugging Face 首席倫理科學家 Margaret Mitchell
Hugging Face Blog1,550 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 Blog1,551 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…
使用自定義資料集微調 SegFormer 語義分割模型
Hugging Face Blog1,556 days agoTutorialThis practical tutorial from Hugging Face provides a detailed guide on how to fine-tune the SegFormer model on a custom dataset for semantic segmentation…
使用 🤗 Datasets 進行圖像搜尋
Hugging Face Blog1,557 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 Hugging Face Transformers 與 AWS Inferentia 加速 BERT 推論
Hugging Face Blog1,557 days agoTutorialWhen deploying large language models such as BERT in production environments, inference latency and computational cost are often two major pain points for…
使用 Constrained Beam Search（受約束的束搜索）引導 🤗 Transformers 的文本生成★ 70
Hugging Face Blog1,562 days agoTutorialIn natural language generation (NLG) tasks, precisely controlling a model's output has always been a major challenge. Traditional decoding strategies like…
BERT 101：最先進的 NLP 模型完整原理解析
Hugging Face Blog1,571 days agoTutorialBERT (Bidirectional Encoder Representations from Transformers) is a landmark natural language processing (NLP) model proposed by Google in 2018. This Hugging…
使用 🤗 Transformers 微調 ViT 進行影像分類教學★ 70
Hugging Face Blog1,590 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 Blog1,599 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…
在 🤗 Transformers 中使用 Wav2Vec2 處理超長音檔的自動語音辨識 (ASR)
Hugging Face Blog1,600 days agoTutorialIn the field of automatic speech recognition (ASR), Wav2Vec2 is a revolutionary model, but it faces a significant challenge when processing long audio files…
🤗 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 Blog1,607 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 Blog1,611 days agoNew ToolHugging Face has officially announced a deep integration with the popular PyTorch reinforcement learning (RL) library Stable-baselines3 (SB3). This…
案例研究：使用 Hugging Face Infinity 與現代 CPU 實現毫秒級延遲
Hugging Face Blog1,619 days agoNew ToolThis case study focuses on the performance of "Hugging Face Infinity" — Hugging Face's high-performance inference container solution — on modern CPUs…