Hugging Face 推出 PEFT 庫：用更低的硬體成本高效微調大型語言模型★ 85
Hugging Face Blog1,265 days agoNew ToolAs the parameter scale of large language models (LLMs) continues to grow, full fine-tuning has become prohibitively expensive and impractical. To lower the…
遊戲開發中的 AI 應用 #5：生成故事與敘事創作
Hugging Face Blog1,268 days agoTutorial### A New Dimension of Game Storytelling: AI-Powered Dynamic Story Generation In traditional game development, writing rich, branching narratives is an…
Hugging Face 推出 ⚔️ AI vs. AI ⚔️：深度強化學習多智能體競技系統
Hugging Face Blog1,268 days agoReleaseHugging Face has officially launched the "AI vs. AI" multi-agent competition system — a brand-new platform designed specifically for Deep Reinforcement…
介紹 LoRA：更快速微調 Stable Diffusion 的新方法★ 75
Replicate Blog1,268 days agoNew ToolThe Replicate platform has officially launched support for LoRA (Low-Rank Adaptation) technology, bringing a major efficiency breakthrough to Stable Diffusion…
深入探討視覺語言模型 (Vision-Language Models) 的原理與架構★ 80
Hugging Face Blog1,272 days agoTutorialThis is a classic technical guide written by the Hugging Face team, designed to help developers and researchers gain a deep understanding of how…
Hugging Face 電腦視覺（Computer Vision）發展現狀與生態指南
Hugging Face Blog1,276 days agoCommentaryAlthough Hugging Face rose to prominence in the field of natural language processing (NLP), it has made tremendous strides in computer vision (CV) in recent…
使用 LoRA 進行高效 Stable Diffusion 微調：Hugging Face 官方指南★ 85
Hugging Face Blog1,280 days agoTutorialThis classic blog post from Hugging Face provides a detailed guide on how to use LoRA (Low-Rank Adaptation) technology to efficiently fine-tune Stable…
2D 資產生成：遊戲開發中的 AI 應用 #4★ 70
Hugging Face Blog1,280 days agoTutorialThis article is the fourth installment in Hugging Face's "AI for Game Development" tutorial series, focusing on how to efficiently generate 2D game assets…
Optimum + ONNX Runtime：讓 Hugging Face 模型訓練更簡單、更快速★ 75
Hugging Face Blog1,282 days agoReleaseAs the scale of deep learning models (such as Transformers) continues to grow, training these models demands enormous computational resources and time. To help…
3D 資產生成：遊戲開發中的 AI 應用（第三篇）
Hugging Face Blog1,286 days agoTutorialIn game development, the creation of 3D assets (such as characters, props, and scenes) has traditionally been a time-consuming and costly endeavor. The third…
歡迎 PaddlePaddle 加入 Hugging Face Hub 生態系
Hugging Face Blog1,289 days agoReleaseIn January 2023, Hugging Face announced the official integration of PaddlePaddle — Baidu's open-source deep learning framework — into the Hugging Face Hub…
AI 遊戲開發實戰：5 天內製作一款農場遊戲（第二部分：3D 資產生成）
Hugging Face Blog1,297 days agoTutorialThis blog post is the second-phase account of the Hugging Face team's challenge to build a 3D farming game using AI tools in 5 days, with a core focus on the…
圖形機器學習入門：Hugging Face 的 Graph ML 基礎指南
Hugging Face Blog1,303 days agoTutorialThis blog post published by Hugging Face provides readers with a systematic introduction to the rapidly evolving field of Graph Machine Learning (Graph ML)…
Hugging Face 介紹 Model Cards：建立透明且負責任的機器學習模型文檔★ 75
Hugging Face Blog1,317 days agoTutorial### What Are Model Cards? Model Cards were originally proposed by Margaret Mitchell and others in the 2019 paper "Model Cards for Model Reporting." Their core…
訓練與推論速度大對決：Habana Gaudi®2 效能超越 Nvidia A100 80GB
Hugging Face Blog1,323 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 Blog1,328 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 Blog1,335 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 Blog1,336 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…
機器學習總監的實戰洞察 [第四部分]：衡量業務價值、控制成本與 Build vs Buy 的抉擇
Hugging Face Blog1,344 days agoOpinionThis article is the fourth installment in Hugging Face's series of interviews and observations targeting enterprise Directors of ML, offering an in-depth…
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 Blog1,346 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 Blog1,350 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 Blog1,359 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 Diffusers 庫與 DreamBooth 技術微調 Stable Diffusion 完整指南★ 75
Hugging Face Blog1,360 days agoTutorialThis is a classic technical guide written by Hugging Face, detailing how to use their open-source diffusers library to fine-tune Stable Diffusion models via…
使用 🤗 Transformers 微調 Whisper 進行多語言語音辨識 (ASR)★ 80
Hugging Face Blog1,364 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 Blog1,365 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 Blog1,374 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 Blog1,384 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 Blog1,385 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 Blog1,386 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 Blog1,391 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…