2022 and Blog - Artificial Intelligence Zone

What Are ChatGPT and Its Friends?

Flipboard

MARCH 23, 2023

ChatGPT, or something built on ChatGPT, or something that’s like ChatGPT, has been in the news almost constantly since ChatGPT was opened to the public in November 2022. Maybe it’s surprising that ChatGPT can write software, maybe it isn’t; we’ve had over a year to get used to GitHub Copilot, which was based on an earlier version of GPT.

ChatGPT

ChatGPT Large Language Models OpenAI Explainability

Reducing the cost of LLMs with quantization and efficient fine-tuning: how can businesses benefit from Generative AI with limited hardware?

deepsense.ai

FEBRUARY 28, 2024

The wide adoption of ChatGPT and other large language models (LLMs) among individuals made companies of all sizes and across all sectors of industry wonder how they could benefit from this upward-trending technology. Fortunately, recent developments in the field have allowed companies to significantly lower these expenses.

Generative AI

Generative AI LLM Neural Network Algorithm

Financial text generation using a domain-adapted fine-tuned large language model in Amazon SageMaker JumpStart

AWS Machine Learning Blog

APRIL 18, 2023

These models are shaking up the field with their incredible abilities to generate text, analyze sentiment, translate languages, and much more. All the steps in this demo are available in the accompanying notebook Fine-tuning text generation GPT-J 6B model on a domain specific dataset.

Large Language Models

Large Language Models LLM NLP Deep Learning

Webinars

Generative AI Deep Dive: Advancing from Proof of Concept to Production

Understanding User Needs and Satisfying Them

Leading the Development of Profitable and Sustainable Products

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Evaluation Derangement Syndrome (EDS) in the GPU-poor’s GenAI. Part 1: the case for Evaluation-Driven Development

deepsense.ai

NOVEMBER 14, 2023

GenAI, understood as a class of models capable of generating human-like, high dimensional outputs like text, image or sound, is experiencing great success and explosive growth [1, 2, 3]. that all data scientists live and breathe when practicing traditional ML. never)’ approach.

Generative AI

Generative AI ML Prompt Engineer Prompt Engineering

Exploring Creativity in Large Language Models: From GPT-2 to GPT-4

Topbots

APRIL 28, 2023

Generated by the author This article was originally published on the author’s blog and re-published to TOPBOTS with permission from the author. In recent weeks, people have used large language models (LLMs) to generate a variety of creative content, such as books , flash fiction , rap battles , and music chords.

Large Language Models

Large Language Models Natural Language Processing Robotics Explainability

Domain-adaptation Fine-tuning of Foundation Models in Amazon SageMaker JumpStart on Financial data

AWS Machine Learning Blog

APRIL 18, 2023

These models are shaking up the field with their incredible abilities to generate text, analyze sentiment, translate languages, and much more. All the steps in this demo are available in the accompanying notebook Fine-tuning text generation GPT-J 6B model on a domain specific dataset.

LLM

LLM NLP Deep Learning ML

Reducing the cost of LLMs with quantization and efficient fine-tuning: how can businesses benefit from Generative AI with limited hardware?

deepsense.ai

FEBRUARY 28, 2024

The wide adoption of ChatGPT and other large language models (LLMs) among individuals made companies of all sizes and across all sectors of industry wonder how they could benefit from this upward-trending technology. Fortunately, recent developments in the field have allowed companies to significantly lower these expenses.

Generative AI

Generative AI LLM Neural Network Algorithm

Diffusion models in practice. Part 1: The tools of the trade

deepsense.ai

MARCH 28, 2023

The last year has brought astonishing developments in two critical areas of generative modeling: large language models and diffusion models. Application of the family of models using a mechanism called “diffusion” in various generative setups remains one of the hottest topics in machine learning. Sohl-Dickstein et al.’s

Neural Network

Neural Network Large Language Models Deep Learning Explainability

Understanding BERT

Mlearning.ai

MARCH 2, 2023

This blog post promises to be easier to understand than the underlying research paper, especially for readers not that familiar with the field. Finally, the impact of the paper and applications of BERT are evaluated from today’s perspective. 2 Unsupervised Transfer Learning: Feature-based vs. Fine-tuning Approach III.

BERT

BERT NLP Deep Learning Neural Network

ML and NLP Research Highlights of 2021

Sebastian Ruder

JANUARY 24, 2022

In computer vision, supervised pre-trained models such as Vision Transformer [2] have been scaled up [3] and self-supervised pre-trained models have started to match their performance [4]. In vision and language, controlled studies shed new light on important components of such multi-modal models [11] [12]. What happened?

NLP

NLP ML BERT Computational Linguistics

Artificial Intelligence Zone

What Are ChatGPT and Its Friends?

Reducing the cost of LLMs with quantization and efficient fine-tuning: how can businesses benefit from Generative AI with limited hardware?

Webinars

Trending Sources

Financial text generation using a domain-adapted fine-tuned large language model in Amazon SageMaker JumpStart

Webinars

Evaluation Derangement Syndrome (EDS) in the GPU-poor’s GenAI. Part 1: the case for Evaluation-Driven Development

Exploring Creativity in Large Language Models: From GPT-2 to GPT-4

Domain-adaptation Fine-tuning of Foundation Models in Amazon SageMaker JumpStart on Financial data

Reducing the cost of LLMs with quantization and efficient fine-tuning: how can businesses benefit from Generative AI with limited hardware?

Diffusion models in practice. Part 1: The tools of the trade

Understanding BERT

ML and NLP Research Highlights of 2021

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