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  • Team ODA

GenAI and Hugging Face: An epoch-making evolution unfolding in tandem in Artificial Intelligence (AI)

The revolution in AI, particularly with the rise of Generative AI (GenAI), has been a

significant development in recent years. Enterprises are fast trying to capitalize on the

power of GenAI. As Gartner predicts, by 2026, over 80% of businesses will have either

utilized Generative AI APIs or integrated Generative AI-enabled applications into their

operations.


Hugging Face, an open-source platform and vibrant community of AI enthusiasts,

researchers, and developers, has arose as a significant force in democratizing AI by

providing accessible tools and resources for organizations. Let’s see how this combination

has of GenAI and Hugging Face is leaving its footprints.


How’s Hugging Face democratizing GenAI implementation?


Hugging Face provides accessible and user-friendly tools for leveraging artificial intelligence and machine learning technologies, offering functionalities in form of:


Open-Source Models


With over 70,000 open-source models on its platform, the community covers various domains such as natural language processing, computer vision, speech, biology, and more. Users can easily access these models to build custom AI applications or deploy machine learning models.


Inference Endpoints


With endpoints, users can turn any model into its own API just with a few clicks. This is a scalable, secure, and fully managed infrastructure, which simplifies the process of building AI-powered applications.


Collaboration with AWS


Hugging Face has partnered with Amazon Web Services (AWS), and so without the need for extensive data and computing resources, developers have access to AWS's tools to train high-quality generative models.


Community Building


Hugging Face has built the largest open-source community for AI, connecting AI developers, researchers, and enthusiasts like a GitHub for AI. The community-

driven approach brings transparency to AI implementation and makes faster innovation

easily possible.


How are organizations embracing the change?


As Hugging Face has offered new channels to AI implementation, businesses of all

magnitudes have begun banking on its capabilities for effective GenAI implementation. For

instance, recognizing it as the largest and most important AI open-source community

globally, Salesforce Ventures has invested in Hugging Face. Likewise, Dell Technologies has partnered with Hugging Face to simplify the deployment of open-source generative AI

models.


With these investments, businesses aim to support the responsible, transparent, and ethical

development of AI, and the collaboration will allow business to benefit from on-premises

data security and reliability.


Takeaway


With Hugging Face, you can access state-of-the-art NLP models such as BERT, GPT, and

T5. With these models, powered by Generative AI, you can achieve remarkable feats in

tasks like language translation, sentiment analysis, and text summarization. However, to

secure the GenAI benefit with Hugging Face, ethical considerations must be focussed on. For guidance, get in touch with our AI experts.

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