Dr. Dharini R – Medium

Published in Towards AI

·1 day ago

A Journey into the Fabulous Applications of Transformers — Part 2

Demo with Emphasis on NLP using Python, Hugging Face — Transformer architecture is widely used in Natural Language Processing and it highly contributed to the need-of-the-hour Large Language Models (LLM). With the rise of transfer learning in NLP using LLMs, many models are built and shared with the research community in Hugging Face. We are going to see some of…

NLP

8 min read

A Journey into the Fabulous Applications of Transformers — Part 2

NLP

8 min read

Published in Towards AI

·2 days ago

A Journey Into the Fabulous Applications of Transformers — Part 1

Demo with Emphasis on NLP using Python, Hugging Face. — The introduction of transformers has made a huge impact on Artificial Intelligence, especially in the Natural Language Processing domain. Transformers paved way for the most awaited success of transfer learning in Natural Language Processing. As a result, many large language models came into existence, and now we are able to…

NLP

13 min read

A Journey into the Fabulous Applications of Transformers — Part 1

NLP

13 min read

Published in Towards AI

·Nov 16

A Step-by-Step Approach To Building a Text Summarization Webapp in Python From Scratch

Using Hugging Face Inference API, Flask, HTML & CSS — What is the aim? To build a web application that can get an input text and show its summary. What are we going to use? Hugging Face Accelerated Inference API, Python Flask Framework, HTML, CSS. How is it done? By carrying out the following steps. The 3-Step process 1. Identify…

NLP

8 min read

A Step-by-Step Approach To Building a Text Summarization Webapp in Python From Scratch

NLP

8 min read

Published in Jovian — Data Science and Machine Learning

·Oct 12

Plug-and-Play ML Models with ‘Accelerated Inference API’ from Hugging Face

With a 4-Step guide to python implementation — Hugging Face is an Artificial Intelligence developer community that helps by contributing resources like tools, models, datasets, and solutions. This enables fellow developers to code and deploy projects related to the broad spectrum of Data Science. The Hugging Face Accelerated Inference API helps to utilize a model by providing input…

Inference Api

5 min read

Inference Api

5 min read