訓練與推論速度大對決：Habana Gaudi®2 效能超越 Nvidia A100 80GB
Hugging Face Blog1,280 days agoCommentaryAs large language models (LLMs) and generative AI exploded in popularity, demand for computing power surged dramatically, leaving Nvidia GPUs (such as the…
圖解人類回饋強化學習 (RLHF)：ChatGPT 背後的關鍵對齊技術★ 85
Hugging Face Blog1,285 days agoTutorialThe release of ChatGPT in late 2022 triggered an explosion in generative AI, and the most critical technology behind it is Reinforcement Learning from Human…
使用深度學習進行蛋白質分析：Hugging Face 實戰指南★ 75
Hugging Face Blog1,292 days agoTutorial### The Rise of Protein Deep Learning Following the success of AlphaFold 2, artificial intelligence has achieved a revolutionary breakthrough in structural…
在 Apple Silicon 上使用 Core ML 執行 Stable Diffusion★ 75
Hugging Face Blog1,293 days agoReleaseIn late 2022, Apple and Hugging Face jointly announced that Stable Diffusion had officially gained support for Apple Silicon's Core ML framework. This update…
Hugging Face 推理解決方案全景指南：從免費 API 到企業級部署★ 75
Hugging Face Blog1,303 days agoTutorialAs the world's largest open-source AI model hub, Hugging Face not only provides model hosting but has also built a complete inference ecosystem. This article…
使用同態加密對加密數據進行情緒分析
Hugging Face Blog1,307 days agoTutorialAs privacy awareness grows and regulations tighten, performing inference with cloud AI models while protecting user privacy has become a significant challenge…
在 Transformers 中使用對比搜索（Contrastive Search）生成達到人類水準的文本 🤗★ 70
Hugging Face Blog1,316 days agoReleaseIn the field of natural language generation (NLG), enabling language models to produce coherent and natural long-form text has long been a major challenge…
使用 🤗 Transformers 微調 Whisper 進行多語言語音辨識 (ASR)★ 80
Hugging Face Blog1,321 days agoTutorialOpenAI's Whisper is a powerful automatic speech recognition (ASR) model. While its zero-shot capabilities are impressive, there remains significant room for…
使用 🤗 Optimum Intel 與 OpenVINO 加速你的 Hugging Face 模型
Hugging Face Blog1,322 days agoNew ToolAs Transformer models become increasingly prevalent in natural language processing (NLP) and computer vision (CV), efficiently deploying these large models in…
使用 🤗 Evaluate 評估大型語言模型的偏見
Hugging Face Blog1,331 days agoTutorialAs large language models (LLMs) become widely used across various domains, the issues of bias and toxicity in model outputs have received increasing attention…
Hugging Face Inference Endpoints 入門指南：輕鬆部署生產級 AI 模型★ 75
Hugging Face Blog1,341 days agoTutorialHugging Face Inference Endpoints is a fully managed service designed for developers and enterprises, built to solve the pain points of deploying machine…
🧨 Stable Diffusion 登陸 JAX / Flax！實現超高速 TPU 與 GPU 圖像生成
Hugging Face Blog1,342 days agoReleaseHugging Face officially announced support for Stable Diffusion models using the JAX and Flax frameworks in its renowned `diffusers` library. This update is a…
優化故事：BLOOM 超大模型推理優化實踐
Hugging Face Blog1,343 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 Blog1,348 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 Blog1,350 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 Blog1,352 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 Blog1,358 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 Blog1,359 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 Blog1,363 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 Blog1,369 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 Blog1,373 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…
如何使用 Megatron-LM 訓練大型語言模型：Hugging Face 實戰指南★ 72
Hugging Face Blog1,378 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 Blog1,385 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 Blog1,385 days agoTutorialWith the open-sourcing of Stable Diffusion, running powerful AI image generation models locally has become a real possibility. This guide published by…
Stable Diffusion 正式登陸 🧨 Diffusers：開源圖像生成的新里程碑★ 85
Hugging Face Blog1,394 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 Blog1,397 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 Blog1,398 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 Blog1,399 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 Blog1,404 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…
如何訓練與微調 Sentence Transformers 模型：Hugging Face 官方實戰指南★ 75
Hugging Face Blog1,406 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…