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What is Adam Optimizer and How to Tune its Parameters in PyTorch

Analytics Vidhya

Introduction In deep learning, the Adam optimizer has become a go-to algorithm for many practitioners. Its ability to adapt learning rates for different parameters and its gentle computational requirements make it a versatile and efficient choice.

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Hugging Face Transformers Pipeline Functions | Advanced NLP

Analytics Vidhya

Objective This blog post will learn how to use the Hugging face transformers functions to perform prolonged Natural Language Processing tasks. Prerequisites Knowledge of Deep Learning and Natural Language Processing (NLP) Introduction Transformers was introduced in the paper Attention is all you need; it is […].

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Generative AI – Chapter 1, Page 1

Rocket-Powered Data Science

These AI applications are essentially deep machine learning models that are trained on hundreds of gigabytes of text and that can provide detailed, grammatically correct, and “mostly accurate” text responses to user inputs (questions, requests, or queries, which are called prompts). Guess what? It isn’t.

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Here Is How Artificial Intelligence Can Make Blogging More Productive

Smart Data Collective

It goes without saying that blogging has slowly and steadily evolved into an indispensable marketing tool. While marketers have been continually using the best possible strategies to improve the existing global blogging landscape, the inclusion of artificial intelligence has taken the ballgame to a whole different level.

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IBM named a Leader in The Forrester Waveâ„¢: Digital Process Automation Software, Q4 2023

IBM Big Data Hub

Forrester Research just released “The Forrester Wave™: Digital Process Automation Software, Q4 2023: The 15 Providers That Matter Most And How They Stack Up” by Craig Le Clair with Glenn O’Donnell, Renee Taylor-Huot, Lok Sze Sung, Audrey Lynch, and Kara Hartig and IBM is proud to be recognized as a Leader.

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We’ll See You at the Gartner Data and Analytics Summit

Cloudera

With the rapid pace of AI innovations, today’s leaders must connect, share, and learn from each other on how to best leverage AI technology to effectively analyze data to our advantage. The Gartner Data and Analytics Summit in London is quickly approaching on May 13 th to 15 th , and the Cloudera team is ready to hit the show floor!

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A Look Ahead at the Gartner Data & Analytics Summit

Cloudera

On day two of the summit, March 11 at 5:55 pm EDT , Cloudera Principal Solutions Engineer, Ian Brooks , will be diving into LLMs and exploring how important human involvement is to improving the outputs from those LLMs as part of his presentation, How To Improve AI Systems? Add a Human To The Loop: An Introduction to RLHF & DPO.