在 🤗 Transformers 中使用 n-gram 提升 Wav2Vec2 語音識別效能
Hugging Face Blog1,620 days agoTutorialThis technical blog post from Hugging Face introduces how combining n-gram language models (LMs) can significantly improve the performance of Wav2Vec2…
使用 Hugging Face Transformers 與 Amazon SageMaker 部署 GPT-J 6B 進行推論
Hugging Face Blog1,621 days agoTutorialWith the rise of open-source large language models, deploying these models in cloud environments in a secure, stable, and scalable manner has become a critical…
使用 AutoNLP 與 Prodigy 進行主動學習 (Active Learning)
Hugging Face Blog1,640 days agoTutorialThis blog post introduces the integration of Hugging Face's AutoNLP (now evolved into AutoTrain) with Prodigy, the popular data annotation tool developed by…
Gradio 正式加入 Hugging Face！攜手打造更易用的機器學習 Demo 平台★ 80
Hugging Face Blog1,642 days agoBusinessOn December 21, 2021, the open-source machine learning world received major news: Gradio, the open-source library purpose-built for rapidly creating…
Perceiver IO：可擴展且適用於任何模態的全注意力機制模型★ 70
Hugging Face Blog1,648 days agoReleaseThis article introduces DeepMind's Perceiver IO model and its integration into the Hugging Face Transformers library. Traditional Transformer models, while…
從頭開始訓練 CodeParrot 🦜：Hugging Face 的程式碼生成模型實戰指南
Hugging Face Blog1,655 days agoTutorialThis classic Hugging Face blog post documents the birth of the "CodeParrot" project — an experiment in training a code generation model entirely from scratch…
Hugging Face 推出首個 Unity ML-Agents 強化學習環境「Snowball Fight ☃️」
Hugging Face Blog1,661 days agoReleaseHugging Face announced the launch of its first custom virtual environment built on Unity ML-Agents: "Snowball Fight." This marks Hugging Face's formal…
使用 Optimum 在 Graphcore IPU 上快速上手 Hugging Face Transformers
Hugging Face Blog1,663 days agoTutorialThis blog post introduces the fruits of a collaboration between Hugging Face and hardware chip design company Graphcore, showcasing how to use Hugging Face's…
Hugging Face 推出 Data Measurements Tool：用於分析與檢視資料集的互動式工具
Hugging Face Blog1,664 days agoNew ToolIn late 2021, Hugging Face launched the "Data Measurements Tool," an open-source, interactive utility designed to address the problem of "dataset black boxes"…
利用 Intel 技術加速 PyTorch 分散式微調
Hugging Face Blog1,674 days agoTutorialWhile GPUs dominate deep learning training today, a collaboration between Intel and Hugging Face demonstrates that through software and hardware optimization…
使用 🤗 Transformers 微調 XLSR-Wav2Vec2 以進行低資源語音辨識 (ASR)
Hugging Face Blog1,678 days agoTutorialAutomatic speech recognition (ASR) has achieved remarkable success for resource-rich languages such as English and standard Mandarin, but building…
在現代 CPU 上擴展 BERT 類模型的推理效能 - 第二部分
Hugging Face Blog1,689 days agoTutorialThis blog post is the second part of a technical guide co-authored by Hugging Face and Intel, designed to show developers how to push the inference performance…
大型語言模型：全新版本的摩爾定律？
Hugging Face Blog1,698 days agoOpinionIn late 2021, the AI field witnessed an unprecedented explosive growth in large language models (LLMs). From OpenAI's GPT-3 at 175 billion parameters to the…
Hugging Face 課程發布社群活動 (Course Launch Community Event)
Hugging Face Blog1,698 days agoReleaseThis announcement comes from the official Hugging Face blog, published in October 2021, celebrating the launch of the Hugging Face Course along with an…
Hugging Face 釋出：如何用 10 億個訓練對訓練句子嵌入（Sentence Embedding）模型★ 75
Hugging Face Blog1,699 days agoTutorialThis classic Hugging Face blog post (co-authored by Sentence-Transformers creator Nils Reimers and others) provides a detailed account of how to train…
機器學習即程式碼（ML as Code）的時代已經到來：Hugging Face 談開發者導向的 AI 新典範
Hugging Face Blog1,704 days agoOpinionThis classic 2021 article from Hugging Face declared the official arrival of the "Machine Learning as Code" (ML as Code) era. The central argument is that…
微調 CLIP 模型以辨識遙測（衛星）影像與文本描述
Hugging Face Blog1,711 days agoTutorialThis blog post from the Hugging Face community provides a detailed walkthrough of how to fine-tune OpenAI's CLIP (Contrastive Language-Image Pre-training)…
在 Hugging Face Spaces 上使用 Gradio 展示你的 AI 專案★ 75
Hugging Face Blog1,719 days agoReleaseHugging Face has officially launched its "Spaces" service with full support for the popular lightweight UI framework Gradio, aiming to make it easier for…
在 Hugging Face Spaces 上使用 Streamlit 託管您的模型與資料集★ 70
Hugging Face Blog1,719 days agoNew ToolHugging Face has announced the launch of its new "Spaces" feature, designed to provide the machine learning community with a simple, fast, and free platform…
Hugging Face 的盛夏回顧：2021 暑期實習生專案與開源社群成果
Hugging Face Blog1,730 days agoCommentaryThe summer of 2021 was a vibrant and breakthrough season for Hugging Face. In this retrospective, Hugging Face summarizes the rich achievements produced over…
Hugging Face 與 Graphcore 達成合作，推出針對 IPU 優化的 Transformers 模型
Hugging Face Blog1,740 days agoReleaseIn September 2021, Hugging Face, the leading open-source AI community, and British AI chip design company Graphcore announced a strategic partnership aimed at…
Hugging Face 推出 Optimum：專為大規模 Transformer 模型打造的硬體加速與優化工具包★ 75
Hugging Face Blog1,740 days agoReleaseHugging Face has officially launched a new open-source toolkit called "Optimum" — an optimization and hardware acceleration library designed specifically for…
網際網路上的深度學習：以協作方式訓練語言模型
Hugging Face Blog1,801 days agoReleaseIn the field of artificial intelligence, training large language models (LLMs) has always been an extremely resource-intensive task. Traditionally, this…
Hugging Face Hub 正式支援 spaCy：輕鬆分享與託管你的 NLP 管道模型
Hugging Face Blog1,803 days agoReleaseHugging Face officially announced a deep integration with spaCy, the popular industrial-grade natural language processing (NLP) framework, formally bringing…
使用 Amazon SageMaker 輕鬆部署 Hugging Face 模型
Hugging Face Blog1,808 days agoReleaseHugging Face and Amazon Web Services (AWS) have entered into a deep collaboration aimed at simplifying the deployment process of machine learning models from…
Sentence Transformers 正式整合至 Hugging Face Hub
Hugging Face Blog1,818 days agoReleaseHugging Face officially announced a deep integration with the highly popular open-source library `sentence-transformers`. `sentence-transformers` (commonly…
實踐少樣本學習：GPT-Neo 與 🤗 Accelerated Inference API
Hugging Face Blog1,843 days agoTutorialIn the field of natural language processing (NLP), the emergence of GPT-3 demonstrated the tremendous power of "Few-shot Learning" — where a model only needs…
使用 Gradio 2.0 輕鬆部署與混合 Hugging Face 模型
Hugging Face Blog1,852 days agoReleaseIn May 2021, Gradio officially released version 2.0 and announced a deep integration with the Hugging Face platform. This collaboration fundamentally changed…
在 CPU 上擴展 BERT 推論效能（第一部分）
Hugging Face Blog1,887 days agoTutorialIn many real-world enterprise production environments, although GPUs offer extremely high throughput for deep learning inference, CPUs remain indispensable due…
介紹 🤗 Accelerate：輕鬆實現 PyTorch 分佈式與混合精度訓練的輕量級庫★ 78
Hugging Face Blog1,891 days agoReleaseHugging Face has officially released a new open-source library called `Accelerate` — a lightweight helper library designed for PyTorch that aims to solve the…