Hugging face. Jul 23, 2025 · The Emergence of Hugging Face Founded in 2016, Hugging Face initially focused on building a conversational AI chatbot but soon pivoted to address a significant gap in the NLP field: the need for accessible and high-performance tools. Hugging Face Generative AI Services (HUGS) are optimized, zero-configuration inference microservices designed to simplify and accelerate the development of AI applications with open models. Discover amazing things to do with AI The AI community building the future. Jul 5, 2023 · We’re on a journey to advance and democratize artificial intelligence through open source and open science. The huggingface_hub library allows you to interact with the Hugging Face Hub, a platform democratizing open-source Machine Learning for creators and collaborators. Thanks to the huggingface_hub Python library, it’s easy to enable sharing your models on the Hub. Learn about machine learning models, datasets, and spaces. Sep 24, 2023 · In this article, you will discover Hugging Face, the library that's shaking up the world of Deep Learning. As the Hugging Face platform is essential for world technology breakthroughs, we should understand more about the Hugging Face Hub platform. In this introduction to Hugging Face, we’ll take a look at the The Hugging Face Hub is a platform with over 1. There are many uses of the hug emoji, especially since it has become a rising trend to associate it with warm embraces as a form of “virtual hugging. Models, Spaces, and Datasets are hosted on the Hugging Face Hub as Git repositories, which means that version control and collaboration are core elements of the Hub. Once you give your Google Colab notebook access to the token, it can be used by Hugging Face libraries to interact with the Hugging Face Hub. 7M models, 400k datasets, and 600k demos in which people can easily collaborate in their ML workflows. Let's go open science and open-source! The simplest way to access compute for AI May 9, 2022 · Newly valued at $2 billion, the AI 50 debutant originated as a chatbot for teenagers. Host and collaborate on unlimited public models, datasets and applications. Hugging Face Video Tutorial Before moving, let us Hugging Face has become a buzzword in the realms of artificial intelligence, machine learning, and natural language processing. Visual Representation of Hugging Face Transformers What is Hugging Face? Hugging Face is a community where people collaborate to create and improve ML models. This allows you to create your ML portfolio, showcase your projects at conferences or to stakeholders, and work collaboratively with other people in the ML ecosystem. Beyond advanced learning resources and community features, it offers the transformer library: a collection of ready-to-use APIs for all AI models on the platform, easily accessible by writing a few lines of code May 29, 2025 · Hugging Face hopes to start shipping two new open-source humanoid robots by the end of 2025. Aug 16, 2024 · We’re on a journey to advance and democratize artificial intelligence through open source and open science. This article will discuss the fundamentals of Join Hugging Face, the AI community shaping the future, and collaborate with others on innovative projects and ideas. This week, the company revealed two new robots it plans to Jun 20, 2024 · Hugging Face is a transformative tool for natural language processing. Contribute to huggingface/course development by creating an account on GitHub. It includes models for NLP, computer vision, speech processing, and multimodal tasks. The Hugging Face Hub is a platform with over 1. The Hub works as a central place where anyone can explore, experiment, collaborate, and build technology with Machine Learning. For information on accessing the model, you can click on the “Use in Library ” button on the model page to see how to do so. We’re on a journey to advance and democratize artificial intelligence through open source and open science. Hugging Face Spaces offer a simple way to host ML demo apps directly on your profile or your organization’s profile. In this article, we are going to discuss how to use the Hugging Face API with simple steps and examples. 7M models, 400k datasets, and 600k demo apps (Spaces), all open source and publicly available, in an online platform where people can easily collaborate and build ML together. Aug 7, 2021 · The AI community building the future. The Hub supports many libraries, and we’re working on expanding this support. Oct 23, 2024 · Explore Hugging Face: a comprehensive guide on how to use the platform for NLP, types of models, training, datasets, and advanced features. Are you ready to join the path towards open Jun 8, 2024 · Hugging Face is a platform that offers access to many different kinds of open-source machine learning models and datasets. They’re also the creators of the popular transformers library (and many more helpful libraries) which is a Python-based library for working with pre-trained models as well as custom models. For example, distilbert/distilgpt2 shows how to do so with 🤗 Transformers Hugging Face 是一家美国公司，专门开发用于构建 机器学习 应用的工具。 该公司的代表产品是其为 自然语言处理 应用构建的 transformers 库，以及允许用户共享机器学习模型和 数据集 的平台。 Mar 10, 2025 · A Blog post by Vladislav Guzey on Hugging Face Feb 13, 2024 · Hugging Face is a platform to share learning models, datasets, research, and related work. 👋 Hi! We are on a mission to democratize good machine learning, one commit at a time. This article is about the concept of Hugging Face, its models, datasets, and spaces that are provided by Hugging Face and also learn about pre-trained model Hugging Face Generative AI Services (HUGS) are optimized, zero-configuration inference microservices designed to simplify and accelerate the development of AI applications with open models. Hugging Face is the ultimate resource for machine learning engineers and AI developers. As a company and as a community, it has fundamentally changed the way developers, researchers, and data scientists approach these domains. Now, it has aspirations—and $100 million in fresh dry powder—to be the GitHub of machine learning. But, what is it? And, what can you expect? Here, we tell you. The huggingface Dec 12, 2024 · Learn what Hugging Face is, how it makes AI development accessible to everyone, and how to get started with our hands-on guide and tutorial. Apr 21, 2025 · That’s why Hugging Face has become a place to contribute to and showcase many machine learning works. You can also create and share your own models, datasets and demos with the community. Discover amazing ML apps made by the community Jul 23, 2025 · HuggingFace Spaces is a comprehensive ecosystem designed to facilitate creating, sharing, and deploying machine learning models. In a nutshell, a repository (also known as a repo) is a place where code and assets can be stored to back up your work, share it with the community, and work in a team. Feb 20, 2024 · Hugging Face is an AI company that offers machine learning and natural language processing (NLP) tools in a global community. May 30, 2025 · Hugging Face is best known as a platform for machine learning and AI development, but it has also been dabbling in the world of robotics. Learn best practices and get started today! Mar 10, 2025 · The beauty of Hugging Face is its democratization of AI technology. With the HF Open source stack. Dec 8, 2023 · Hugging Face is a company that equips AI researchers, developers, and enthusiasts with tools to use, build, and share machine learning models. The Model Hub Model Cards Gated Models Uploading Models Downloading Models Integrated Libraries Model Widgets Model Inference Models Download Stats Frequently Asked Oct 29, 2024 · Why Hugging Face is Perfect for Beginners and Pros Alike? Hugging Face isn’t just for beginners; it’s also loved by AI pros. Hugging Face, Inc. Oct 23, 2024 · We’re on a journey to advance and democratize artificial intelligence through open source and open science. Mar 10, 2025 · Hugging Face is an online platform dedicated to data science and machine learning. Nov 17, 2023 · Thus, Hugging Face is a hub where data scientists, researchers, and ML engineers converge to exchange ideas, seek support, and contribute to open-source initiatives. Jan 10, 2024 · Hugging Face is not only a company, but also a platform that is transforming the fields of AI and NLP through open source and open science. Feb 11, 2025 · Hugging Face is a leading AI platform known for its open source tools and model repositories. Mar 29, 2025 · How to run Hugging Face models locally? By following the steps outlined in this guide, you can efficiently run Hugging Face models locally, whether for NLP, computer vision, or fine-tuning custom models. 🤗 Transformers provides APIs to easily download and train state-of-the-art pretrained models. Are you ready to join the path towards open Jan 25, 2025 · Hugging Face simplifies machine learning and natural language processing with pre-trained models, tools, and an active community. is an American company based in New York City that develops computation tools for building applications using machine learning. Hugging Face is a collaborative Machine Learning platform in which the community has shared over 150,000 models, 25,000 datasets, and 30,000 ML apps. Plus, you’ll find a Aug 22, 2024 · Hugging Face might have started as a playful emoji, but today, it represents something much more significant in the world of machine learning. ” We’re on a journey to advance and democratize artificial intelligence through open source and open science. May 19, 2025 · Microsoft and Hugging Face announce an expanded collaboration that puts over ten thousand Hugging Face models at the fingertips of Azure developers. Mar 19, 2025 · The Hugging Face Model Hub is a repository of thousands of pre-trained models that users can easily download and fine-tune for their applications. Follow their code on GitHub. HuggingFace Spaces This article will explore the Various Aspects of HuggingFace Spaces, from getting started to The AI community building the future. Jul 31, 2025 · Find out what is Hugging Face and how it transforms AI workflows. Join the Hugging Face community If a model on the Hub is tied to a supported library, loading the model can be done in just a few lines. We provide paid Compute and Enterprise solutions. The Hub has support for dozens of libraries in the Open Source ecosystem. Hugging Face offers a platform called the Hugging Face Hub, where you can find and share thousands of AI models, datasets, and demo apps. An alternative option to the hugging face emoji is the People Hugging emoji, which features two people embracing in comparison to the hugging face. It is best known for its Transformers library, which provides tools and pre-trained models for a wide range of NLP tasks, such as text classification, sentiment analysis, machine translation, and more. If that sounds like something you should be doing, why don't you join us! For press enquiries, you can ️ contact our team here. Learn how it revolutionizes machine learning and AI development. May 21, 2024 · In partnership with the engineering team at Hugging Face, we plan to deepen our integrations between Hugging Face hub and Azure AI on tenants of model discoverability, custom deployment and fine-tuning as a starting point. Join the Hugging Face community State-of-the-art Machine Learning for PyTorch, TensorFlow and JAX. Dec 31, 2024 · Discover how to leverage Hugging Face’s powerful AI platform for your projects, from basic setup to practical applications — no advanced… The Hugging Face Hub is a platform with over 1. 3 days ago · Conclusion Congratulations! You have successfully fine-tuned a multilingual reasoning model using the TRL library and LoRA. Jul 23, 2025 · Introduction to Hugging Face Hugging Face is a company known for its open-source tools and libraries, with the most notable being the Transformers library. Join the Hugging Face community Transformers acts as the model-definition framework for state-of-the-art machine learning models in text, computer vision, audio, video, and multimodal model, for both inference and training. . HuggingFace is the platform where the AI community collaborates on models, datasets, research papers and applications. Discover pre-trained models and datasets for your projects or play with the thousands of machine learning apps hosted on the Hub. Share your work with the world and build your ML profile. It’s the fastest-growing platform and community for AI builders, offering everything from pre-trained models to datasets, and an active community that thrives on open collaboration. Jul 29, 2025 · Welcome to the huggingface_hub library The huggingface_hub library allows you to interact with the Hugging Face Hub, a platform democratizing open-source Machine Learning for creators and collaborators. Using pretrained models can reduce your compute costs, carbon footprint, and save you time from training a model from scratch. Jul 23, 2025 · The Hugging Face Hub is a platform with over 350,000 models, 75,000 datasets and 150,000 demo apps which are all free to use. The table below summarizes the The Hugging Face Hub is a platform with over 900k models, 200k datasets, and 300k demos in which people can easily collaborate in their ML workflows. By offering accessible tools and models, Hugging Face allows practitioners of various levels to tap into the potential of transformers without needing extensive computational resources or deep expertise in machine learning. This article will focus more on the Model Hub and the Community, where most work happens. This platform is tailored to accommodate novice and experienced AI practitioners, providing tools and resources that streamline the development process. It uses machine learning to make these topics accessible. We want Transformers to enable developers, researchers, students, professors, engineers, and anyone else to build their dream projects. You can browse datasets, train AI models, share your work, and collaborate with others as you do so. How to Get Started with Hugging Face Hugging Face is a company and open-source community that focuses on Natural Language Processing (NLP) and Artificial Intelligence (AI). For accessing models and datasets from the Hugging Face Hub (both read and write) inside Google Colab, you’ll need to add your Hugging Face token as a Secret in Google Colab. Partners Our platform integrates with leading AI infrastructure providers, giving you access to Jul 13, 2023 · Hugging Face has revolutionized natural language processing. We’re happy to welcome to the Hub a set of Open Source libraries that are pushing Machine Learning forward. Community Discussion, powered by Hugging Face <3 We’re on a journey to advance and democratize artificial intelligence through open source and open science. Jul 23, 2025 · Hugging Face is one of the best platforms for machine learning, and artificial intelligence (AI) models. Sep 9, 2024 · Hugging Face is a crucial platform for AI models. As such, the community has shared thousands of notebooks as Hugging Face is a company that maintains a huge open-source community of the same name that builds tools, machine learning models and platforms for working with artificial intelligence. Text, image, video, audio or even 3D. May 14, 2025 · Learn about its pre-trained models, ecosystem, and use cases in chatbots, sentiment analysis, and data science. The steps in this notebook can be adapted to fine-tune openai/gpt-oss-20b on many other datasets on the Hugging Face Hub - we are excited to see what you'll build! We’re on a journey to advance and democratize artificial intelligence through open source and open science. Hugging Face has 339 repositories available. May 30, 2025 · Hugging Face launches open-source humanoid robots HopeJR and Reachy Mini, advancing accessible AI-powered robotics development. Like GitHub, Hugging Face provides a platform for people to collaborate, learn, and share work in natural language processing (NLP) and computer vision. Jul 23, 2025 · Hugging Face has become a prominent player in the field of Natural Language Processing (NLP), providing a range of pre-trained models that can be used in different applications. Hugging Face’s Inference Providers give developers access to hundreds of machine learning models, powered by world-class inference providers. They describe themselves as: “The AI community for building the future. It is changing how companies use NLP models by making them accessible to everyone 👏 Sep 22, 2023 · Hugging Face is a company and open-source community focused on the field of artificial intelligence. Throughout the development process of these, notebooks play an essential role in allowing you to: explore datasets, train, evaluate, and debug models, build demos, and much more. It provides hundreds of pretrained and open source models for dozens of different domains—from natural language processing to computer vision. Transformers is more than a toolkit to use pretrained models, it's a community of projects built around it and the Hugging Face Hub. The Hub works as a central place where anyone can share, explore, discover, and experiment with open-source Machine Learning. At its core, Hugging Face aims to provide people with all the essential tools, libraries, and resources needed to work on NLP models for their Everything you need to know about using the tools, libraries, and models at Hugging Face—from transformers, to RAG, LangChain, and Gradio. The Hugging Face platform is a major player in artificial intelligence (AI), especially for those working on natural language processing (NLP) and machine learning (ML). Apr 28, 2024 · Hugging Face is a hub that aims to provide democratical access to several pre-training models for a variety of tasks, such as translation, summarization, question answering, object detection, image segmentation and more. Then install an up-to-date version of Transformers and some additional libraries from the Hugging Face ecosystem for accessing datasets and vision models, evaluating training, and optimizing training for large models. Sep 13, 2023 · Discover Hugging Face, an AI company renowned for its Transformers library, offering cutting-edge models for diverse natural language processing tasks. By providing pre-trained models, easy-to-use pipelines, and a collaborative community, Hugging Face allows anyone to get started with AI, regardless of experience level. Hugging Face is an innovative technology company and community at the forefront of artificial intelligence development. Originally created as a chatbot company, it pivoted to focus on machine learning, particularly in With its user-friendly interface and comprehensive documentation, HuggingFace makes it easy for both beginners and experts to integrate advanced NLP capabilities into their applications. Using the Hugging Face API, we can easily interact with various pre-trained models for tasks like text generation, translation, sentiment analysis, etc. The Hugging Face course on Transformers. Explore its ease of use, pre-trained models, and applications in AI development. They are also integrated into our client SDKs (for JS and Python), making it easy to explore serverless inference of models on your favorite providers. If we need to do tasks like text classification, sentiment analysis, machine translation or any other NLP task, Hugging Face's pre-trained models make it easier for us. Feb 7, 2025 · Discover Hugging Face, a leading AI platform for NLP models and tools. This library allows you to easily access pre-trained models for tasks like text classification, summarization, machine translation, and more. May 1, 2025 · What Exactly Is Hugging Face? Hugging Face is a pioneering company that offers an extensive suite of tools, models, and resources designed to support developers in building AI-powered applications. Learn how it fits into your AI learning journey. This article delves into what Hugging Face is, its features, tools, applications, and its influence on the AI landscape. pip xejcyg synvo ddq yckln mxltjr wnbyka qcozs sshs ltblh