29 November 2023
By: Minaal Yadav
Welcome to the world of Hugging Face, your gateway to collaborative & efficient AI development. Let's embark on a visual journey to discover what Hugging Face is and how it revolutionises the way we build, share & deploy machine learning models.
Founded in 2016 as a chatbot app, it's now a community-driven machine learning platform, often dubbed the GitHub of ML.
Transformers Python library. Simplifies model download and training. 300,000+ models for seamless integration into ML pipelines.
Hugging Face fosters collaboration by enabling users to share and contribute to diverse models and datasets in NLP, computer vision & more, creating a vibrant open-source ecosystem.
An AI toolbox for fine-tuning, demos, and collaborative research. The Enterprise Hub provides secure, private access for businesses to transformers, datasets, and libraries.
Benefits - Accessibility - Integration with multiple ML frameworks - Rapid prototyping - Vibrant community - Cost-effectiveness
Considerations - Bias in pre-trained models - Varied computational requirements - Limited support in free and pro versions - Model search challenges - Security considerations