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 Blog1,411 days agoTutorialIn the fields of artificial intelligence and computer vision, collecting high-quality, labeled image datasets is typically a time-consuming and tedious task…
Hugging Face 對美國「國家 AI 研究資源（NAIRR）」中期報告的意見書
Hugging Face Blog1,415 days agoOpinionIn 2022, Hugging Face submitted formal written comments in response to the U.S. government's planned interim report on the National AI Research Resource…
Hugging Face Datasets 推出全新音訊與電腦視覺文件指南
Hugging Face Blog1,419 days agoReleaseHugging Face announced new official Audio and Vision documentation guides for its core open-source library `datasets`. As multimodal AI models continue to…
使用 TensorFlow 與 XLA 加速文本生成
Hugging Face Blog1,420 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…
探索文字生成圖片模型：使用 Replicate API 輕鬆創作影像
Replicate Blog1,429 days agoTutorialThis blog post from Replicate provides a clear and accessible introduction to running text-to-image models using Replicate's cloud API service. It serves as an…
如何使用對抗性數據動態訓練你的模型 (以 MNIST 為例)
Hugging Face Blog1,431 days agoTutorialThis technical blog post from Hugging Face takes an in-depth look at how to build a closed-loop system for "Dynamic Adversarial Training." In a traditional…
揭秘 BLOOM 訓練背後的技術：如何用 Megatron-DeepSpeed 訓練 1760 億參數開源大模型★ 80
Hugging Face Blog1,433 days agoTutorialThis article documents in detail how the BigScience project trained BLOOM, an open-source multilingual large language model with 176 billion parameters. This…
使用 Sentence Transformers 打造智慧歌單生成器
Hugging Face Blog1,434 days agoTutorialAs natural language processing (NLP) technology has advanced, semantic search has become a cornerstone of modern recommendation systems. The official Hugging…
介紹全球最大的開源多語言大語言模型：BLOOM★ 75
Hugging Face Blog1,435 days agoReleaseIn July 2022, Hugging Face and the BigScience collaborative community officially released BLOOM (BigScience Large Open-science Open-access Multilingual…
啟航！如何開始你的第一個機器學習專案 🚀
Hugging Face Blog1,448 days agoTutorialThis official blog post from Hugging Face aims to provide ML beginners with a clear, approachable entry point into the field. In the past, starting an ML…
Hugging Face 推出「Evaluation on the Hub」：一鍵免程式碼評估 AI 模型效能
Hugging Face Blog1,449 days agoNew ToolHugging Face has announced a new feature called "Evaluation on the Hub," designed to eliminate the cumbersome steps typically involved in evaluating machine…
使用 DeepSpeed 與 Hugging Face Accelerate 加速超大型模型訓練★ 75
Hugging Face Blog1,449 days agoTutorialThis official Hugging Face blog post provides a detailed walkthrough of how to combine the `Accelerate` library with Microsoft's `DeepSpeed` deep learning…
Hugging Face 向量嵌入（Embeddings）入門指南★ 75
Hugging Face Blog1,454 days agoTutorialThis classic blog post from Hugging Face is an essential introductory guide for understanding vector embeddings — the foundational technology underlying modern…
使用 Hugging Face Optimum 將 Transformers 模型轉換為 ONNX 格式
Hugging Face Blog1,455 days agoTutorialWhen deploying Transformer models in production, latency and throughput are typically the key factors determining the quality of the user experience. ONNX…
Intel 與 Hugging Face 達成合作，共同推動機器學習硬體加速普及化
Hugging Face Blog1,462 days agoReleaseIntel and Hugging Face announced a significant long-term partnership aimed at making machine learning hardware acceleration accessible to developers worldwide…
機器學習主管洞察【第三篇：金融專題】— 探討 Transformer 與 NLP 在金融業的落地挑戰
Hugging Face Blog1,463 days agoOpinionHugging Face's "Director of Machine Learning Insights" series aims to capture the authentic perspectives of ML leaders across industries. In the third…
詳解擴散模型：The Annotated Diffusion Model 程式碼與原理實戰指南★ 85
Hugging Face Blog1,470 days agoTutorialThis classic blog post from Hugging Face, "The Annotated Diffusion Model," is an essential guide for learning about generative AI image synthesis. Modeled…
無需真實數據的高效表格預訓練：TAPEX 概念與 Hugging Face 整合介紹
Hugging Face Blog1,485 days agoReleaseWhen working with structured data such as tables, traditional pre-trained models typically require crawling large amounts of real-world tables and related text…
Sempre Health 如何利用 Hugging Face 專家加速計畫（EAP）推進其機器學習發展藍圖
Hugging Face Blog1,489 days agoBusinessSempre Health is a healthcare technology company dedicated to improving patient medication adherence and drug affordability. They primarily interact with…
機器學習專家訪談：Sasha Luccioni 談 AI 的碳足跡與永續發展
Hugging Face Blog1,491 days agoOpinionThis interview profiles Sasha Luccioni, a research scientist at Hugging Face whose work centers on measuring and reducing the environmental impact of…
Hugging Face 宣布推出 Fellowship 獎學金計畫，資助開源 AI 研究與開發
Hugging Face Blog1,491 days agoReleaseHugging Face has announced the launch of its new "Fellowship Program," a major initiative aimed at democratizing artificial intelligence and strongly…
機器學習主管的洞察：第二部分【SaaS 篇】
Hugging Face Blog1,495 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 Blog1,498 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 Blog1,499 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…
Hugging Face 深度強化學習（Deep RL）入門指南與核心概念解析★ 75
Hugging Face Blog1,504 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 Blog1,506 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 Blog1,510 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 Blog1,511 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 Blog1,512 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 Blog1,513 days agoReleaseHugging Face has officially launched "Hugging Face for Education," an educational initiative designed to lower the barrier to learning machine learning (ML)…