使用 🤗 Transformers 優化 Bark 語音生成模型★ 75
Hugging Face Blog1,085 days agoTutorialBark is an innovative text-to-audio model developed by the team at Suno. It can generate not only high-quality, multilingual speech, but also background music…
使用 Inference Endpoints 快速部署 MusicGen 音樂生成 API
Hugging Face Blog1,090 days agoTutorialThis article provides a detailed walkthrough of how to quickly deploy Meta's open-source MusicGen music generation model using Hugging Face Inference…
邁向加密大語言模型：利用全同態加密（FHE）實現隱私保護推論★ 75
Hugging Face Blog1,092 days agoTutorialThis blog post, co-authored by Hugging Face and Zama — a cryptography company specializing in Fully Homomorphic Encryption (FHE) — explores how to address a…
Huggy Lingo：利用機器學習改善 Hugging Face Hub 上的語言元數據 (Metadata)
Hugging Face Blog1,092 days agoReleaseHugging Face Hub, the world's largest open-source AI community platform, hosts hundreds of thousands of models, datasets, and demo applications (Spaces). For a…
Stable Diffusion XL 登陸 Mac：利用先進 Core ML 量化技術實現高效本地運行★ 72
Hugging Face Blog1,098 days agoReleaseSince the release of Stable Diffusion XL (SDXL), its exceptional image generation quality has attracted widespread attention. However, its massive 1.3 billion…
Hugging Face 案例研究：Writer 如何利用 Hugging Face 構建複雜的企業級生成式 AI 應用
Hugging Face Blog1,124 days agoBusinessThis case study takes an in-depth look at how Writer, an enterprise-grade generative AI platform, leverages the Hugging Face open-source ecosystem and…
在 Habana Gaudi2 上加速視覺語言模型：BridgeTower 實作指南
Hugging Face Blog1,126 days agoTutorialThis technical blog post from Hugging Face details how to accelerate the vision-language model (VLM) "BridgeTower" on Intel's Habana Gaudi2 deep learning…
Hugging Face 倫理與社會電子報 #4：文字生成圖像模型中的偏見問題
Hugging Face Blog1,129 days agoCommentaryThe Hugging Face Ethics and Society team has published the fourth edition of its newsletter, this time focusing on the problem of "bias" in text-to-image (T2I)…
微調 MMS Adapter 模型：為低資源語言打造專屬語音辨識 (ASR)★ 70
Hugging Face Blog1,136 days agoTutorialMeta's MMS (Massively Multilingual Speech) project, released in 2023, extends speech technology to over 1,000 languages, covering automatic speech recognition…
是的，Transformer 在時間序列預測上依然強大（結合 Autoformer）★ 70
Hugging Face Blog1,139 days agoReleaseIn recent years, the academic community has engaged in heated debate over whether Transformers are suitable for time series forecasting — particularly after…
歡迎 fastText 正式加入 Hugging Face Hub：更輕鬆地託管與部署輕量級文本分類與詞向量模型
Hugging Face Blog1,149 days agoReleaseHugging Face has announced a deep integration with fastText — the classic open-source natural language processing (NLP) library originally from Meta —…
使用 NNCF 與 🤗 Optimum 在 Intel CPU 上優化 Stable Diffusion
Hugging Face Blog1,161 days agoTutorialIn the current boom of generative AI, image generation models like Stable Diffusion have become widely popular thanks to their remarkable capabilities…
介紹 RWKV：兼具 Transformer 優勢的全新 RNN 架構★ 75
Hugging Face Blog1,171 days agoReleaseHugging Face has announced official support for RWKV (Receptive Weighted Key Value) models in its `transformers` library. RWKV is an innovative architecture…
深入探討文字生成影片 (Text-to-Video) 模型：原理、開源現況與 Diffusers 實作
Hugging Face Blog1,178 days agoTutorialThis Hugging Face blog post takes an in-depth look at the development of text-to-video (T2V) technology and the principles behind it. In mid-2023, as…
在免費版 Google Colab 上使用 🧨 diffusers 運行 DeepFloyd IF 模型
Hugging Face Blog1,190 days agoTutorial### Core Background and Challenges DeepFloyd IF is an advanced text-to-image model released by DeepFloyd, a research lab under Stability AI. Unlike the…
Replicate 發布 2023 年 4 月開源語言模型彙整：Vicuna、Dolly v2 與 StableLM 齊聚
Replicate Blog1,195 days agoReleaseThe spring of 2023 was a golden era for open-source large language model (LLM) development. In April 2023, Replicate — the well-known AI model hosting platform…
使用 AWS Inferentia2 加速 Hugging Face Transformers 模型推理★ 70
Hugging Face Blog1,199 days agoReleaseThis article explains how to accelerate the deployment and inference of Hugging Face Transformers models using AWS Inferentia2 (Inf2 instances) — AWS's…
使用 Transformer 進行圖形分類 (Graph Classification with Transformers)
Hugging Face Blog1,202 days agoTutorialThis technical blog post from Hugging Face explores in depth how to apply the Transformer architecture — traditionally used in natural language processing…
使用 Substra 打造保護隱私的 AI 模型：Owkin 與 Hugging Face 的聯手實踐
Hugging Face Blog1,204 days agoNew ToolAs artificial intelligence advances rapidly, data privacy and regulatory compliance (such as GDPR) have become one of the greatest challenges for enterprises…
在 Habana Gaudi2 加速器上實現大型語言模型快速推理：以 BLOOMZ 為例
Hugging Face Blog1,219 days agoTutorialThis article presents the results of a collaboration between Hugging Face and the Intel Habana team, focusing on how to leverage Intel's Habana Gaudi2 deep…
在自己的電腦上訓練與運行 Stanford Alpaca 模型
Replicate Blog1,231 days agoTutorialIn March 2023, Stanford University released the Alpaca model — a fine-tuned version of Meta's LLaMA-7B model trained on 52,000 instruction-following examples…
使用 Informer 進行多變量機率時間序列預測
Hugging Face Blog1,237 days agoTutorialTime series forecasting is critically important in domains such as energy consumption, traffic flow, and financial markets. However, traditional Transformer…
Kakao Brain 於 Hugging Face 釋出全新 ViT 與 ALIGN 開源模型
Hugging Face Blog1,241 days agoReleaseKakao Brain, the AI research arm of South Korean tech giant Kakao, has officially released newly trained ViT (Vision Transformer) and ALIGN (A Large-scale…
使用機器學習爭分奪秒救援災民：Hugging Face 探討 AI 在災害應變中的關鍵角色
Hugging Face Blog1,244 days agoCommentaryThis blog post from Hugging Face explores how machine learning (ML) can assist rescue workers in a race against time to save lives during natural disasters…
Hugging Face 發表開發 Diffusers 函式庫的倫理指南
Hugging Face Blog1,245 days agoOpinionWith the explosion of generative AI models like Stable Diffusion, Hugging Face's Diffusers library has become the go-to tool for developers deploying and…
大型語言模型的紅隊演練（Red-Teaming LLMs）★ 75
Hugging Face Blog1,251 days agoTutorialWith the explosive growth of large language models (LLMs) such as ChatGPT, AI safety and ethics have become the most pressing concerns in the industry. This…
機器學習需要更好的工具：縮短創意與技術門檻的差距
Replicate Blog1,254 days agoOpinionMachine learning (ML) is in the midst of a historic explosion, with countless developers, entrepreneurs, and creators eager to harness the technology to build…
Hugging Face 整合 BLIP-2：利用凍結的視覺與語言模型實現強大的零樣本圖轉文生成★ 75
Hugging Face Blog1,260 days agoReleaseBLIP-2 (Bootstrapping Language-Image Pre-training), developed by Salesforce Research, has been officially integrated into the Hugging Face Transformers…
Microsoft SpeechT5 登陸 Hugging Face：語音合成、辨識與轉換的多功能統一模型★ 75
Hugging Face Blog1,267 days agoReleaseMicrosoft's SpeechT5 model has been officially integrated into Hugging Face's Transformers library. This represents a significant advancement in the field of…
使用 Intel Sapphire Rapids 加速 PyTorch Transformer 模型推論（第二部分）
Hugging Face Blog1,269 days agoTutorialThis article is the second installment of a Hugging Face series on accelerating PyTorch Transformer models on Intel's 4th-generation Xeon Scalable Processors…