優化故事：BLOOM 超大模型推理優化實踐
Hugging Face Blog1,346 days agoTutorialThis technical blog post from Hugging Face documents in detail the practical process of optimizing inference for BLOOM, the open-source multilingual large…
Hugging Face 推出 DOI：為模型與資料集提供數位物件識別碼
Hugging Face Blog1,351 days agoReleaseHugging Face officially announced the introduction of a DOI (Digital Object Identifier) mechanism for models and datasets hosted on the Hugging Face Hub. This…
Stability AI 發布 Japanese Stable Diffusion：專為日語優化的文字生成圖像模型
Hugging Face Blog1,353 days agoReleaseIn October 2022, Stability AI officially released "Japanese Stable Diffusion," a model specifically designed for the Japanese market and culture, hosted on the…
超大型語言模型及其評估方法：Hugging Face 推出 Hub 上的零樣本評估★ 75
Hugging Face Blog1,355 days agoNew ToolIn late 2022, as massive language models like BLOOM and OPT emerged one after another, the AI community faced a core pain point: how to effectively and…
Hugging Face 揭秘：🤗 Accelerate 如何藉助 PyTorch 運行超大型模型★ 80
Hugging Face Blog1,361 days agoTutorialAs the parameter counts of large language models (LLMs) grow exponentially, how to load and run these models on limited hardware has become a major pain point…
SetFit：無需 Prompt 的高效少樣本文字分類技術★ 78
Hugging Face Blog1,362 days agoReleaseSetFit (Sentence Transformer Fine-Tuning) is an efficient few-shot learning framework jointly developed by Hugging Face, Intel Labs, and UKP Lab. It is…
Hugging Face 發表首期《倫理與社會電子報》：推動負責任的開源 AI 開發
Hugging Face Blog1,366 days agoCommentaryHugging Face, the leading organization in the global open-source AI community, officially launched the first issue of its Ethics and Society Newsletter. The…
使用 DeepSpeed 與 Accelerate 實現極速 BLOOM 模型推理
Hugging Face Blog1,372 days agoTutorialBLOOM is a massive open-source multilingual model with 176 billion parameters. Running BLOOM at FP16 precision requires at least 352 GB of video memory (VRAM)…
Diffusers 釋出兩個月更新：Stable Diffusion 整合、效能優化與全新 Pipeline★ 70
Hugging Face Blog1,376 days agoReleaseHugging Face published a major update and progress report on their diffusion model library `diffusers`, two months after its launch. Since its release in July…
訓練你的第一個 Decision Transformer：Hugging Face 官方強化學習教學★ 72
Hugging Face Blog1,380 days agoTutorialDecision Transformer (DT) is an innovative architecture that reframes reinforcement learning (RL) as a sequence modeling problem. Traditional reinforcement…
如何使用 Megatron-LM 訓練大型語言模型：Hugging Face 實戰指南★ 72
Hugging Face Blog1,381 days agoTutorialAs language model scales continue to expand, the memory (VRAM) of a single GPU has long been unable to accommodate models with tens or hundreds of billions of…
OpenRAIL：邁向開放且負責任的 AI 授權框架★ 75
Hugging Face Blog1,388 days agoCommentaryAgainst the backdrop of rapid AI advancement, how to balance "openness" with "safety risks" has become a central question for the community. Traditional…
在 M1 Mac 的 GPU 上本地運行 Stable Diffusion
Replicate Blog1,388 days agoTutorialWith the open-sourcing of Stable Diffusion, running powerful AI image generation models locally has become a real possibility. This guide published by…
在 Hugging Face Spaces 上實現 3D 蛋白質結構互動式視覺化
Hugging Face Blog1,395 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 Blog1,397 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…
Stable Diffusion 正式登陸 🧨 Diffusers：開源圖像生成的新里程碑★ 85
Hugging Face Blog1,397 days agoReleaseThis classic blog post published in August 2022 marks a major milestone in the open-source AI image generation space. Hugging Face announced a collaboration…
在 Vertex AI 上部署 Hugging Face ViT (Vision Transformer) 影像分類模型
Hugging Face Blog1,400 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…
深度解析：在 Hugging Face Optimum Graphcore 上運行 Vision Transformers (ViT)
Hugging Face Blog1,401 days agoTutorialThis in-depth technical blog post from Hugging Face focuses on how to efficiently deploy and fine-tune Vision Transformer (ViT) models on Graphcore's IPU…
輕鬆上手 8-bit 矩陣乘法：使用 Transformers、Accelerate 與 bitsandbytes 實現超大規模 Transformer 模型量化★ 80
Hugging Face Blog1,402 days agoReleaseThis article introduces the deep integration between Hugging Face and the bitsandbytes library, aimed at solving the enormous memory challenges posed by…
Hugging Face 的 TensorFlow 哲學：打造無縫的雙框架 AI 生態系
Hugging Face Blog1,407 days agoOpinionAlthough Hugging Face originally got its start with PyTorch at its core (formerly known as `pytorch-transformers`), as the community grew, they recognized the…
Hugging Face 推出 Skops：讓 scikit-learn 機器學習模型分享更安全、更便利
Hugging Face Blog1,407 days agoReleaseHugging Face announced the launch of a new open-source Python library called "Skops," designed to bring the collaborative and sharing ecosystem of the Hugging…
在 Kubernetes 上使用 TF Serving 部署 Hugging Face ViT 視覺 Transformer 模型
Hugging Face Blog1,408 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)…
邀請加入 Uncanny Spaces：Replicate 舉辦機器學習創作交流活動
Replicate Blog1,408 days agoBusinessThis blog post from Replicate, published in August 2022, is a brief community event invitation announcing an event called "Uncanny Spaces." The core purpose of…
如何訓練與微調 Sentence Transformers 模型：Hugging Face 官方實戰指南★ 75
Hugging Face Blog1,409 days agoTutorialThis is a practical guide authored by Hugging Face, aimed at teaching developers how to train and fine-tune Sentence Transformers models to generate…
深入淺出近端策略優化 (PPO)：Hugging Face 深度強化學習教程★ 70
Hugging Face Blog1,414 days agoTutorialProximal Policy Optimization (PPO) is a deep reinforcement learning (DRL) algorithm proposed by OpenAI in 2017. Due to its ease of implementation, training…
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 Blog1,414 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 推出 Private Hub：以全新且安全的方式構建機器學習應用★ 75
Hugging Face Blog1,416 days agoReleaseHugging Face announced the launch of the "Private Hub," a new solution designed for enterprises and teams that addresses the pressing needs of data privacy…
Nyströmformer：透過 Nyström 方法以線性時間與記憶體複雜度逼近 Self-Attention
Hugging Face Blog1,417 days agoReleaseThis Hugging Face blog post provides a detailed introduction to Nyströmformer, a Transformer variant designed to overcome the bottleneck of processing long…
Hugging Face 對美國「國家 AI 研究資源（NAIRR）」中期報告的意見書
Hugging Face Blog1,418 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 Blog1,422 days agoReleaseHugging Face announced new official Audio and Vision documentation guides for its core open-source library `datasets`. As multimodal AI models continue to…