AWS Machine Learning Blog

APRIL 19, 2023

The DJL is a deep learning framework built from the ground up to support users of Java and JVM languages like Scala, Kotlin, and Clojure. With the DJL, integrating this deep learning is simple. Since 2018, our team has been developing a variety of ML models to enable betting products for NFL and NCAA football.

ML 78

ML Deep Learning Python Auto-classification 78

John Snow Labs

JUNE 27, 2023

Overview of BERT (Bidirectional Encoder Representations from Transformers) BERT, short for Bidirectional Encoder Representations from Transformers, is a revolutionary LLM introduced by Google in 2018. This approach allows T5 to learn general-purpose language representations that can be adapted to specific tasks through fine-tuning.

Large Language Models 52

Large Language Models BERT Natural Language Processing NLP 52

Mlearning.ai

FEBRUARY 19, 2023

Along with text generation it can also be used to text classification and text summarization. It combines techniques from computational linguistics, probabilistic modeling, deep learning to make computers intelligent enough to grasp the context and the intent of the language.

Auto-classification 52

Auto-classification Auto-complete Natural Language Processing NLP 52

Towards AI

JULY 23, 2023

Year and work published Generative Pre-trained Transformer (GPT) In 2018, OpenAI introduced GPT, which has shown, with the implementation of pre-training, transfer learning, and proper fine-tuning, transformers can achieve state-of-the-art performance. Basically, it predicts a word with the context of the previous word.

NLP 63

NLP Auto-classification Natural Language Processing Computer Vision 63

Google Research AI blog

FEBRUARY 28, 2023

For example, supporting equitable student persistence in computing research through our Computer Science Research Mentorship Program , where Googlers have mentored over one thousand students since 2018 — 86% of whom identify as part of a historically marginalized group. See some of the datasets and tools we released in 2022 listed below.

Robotics 72

Robotics Deep Learning Auto-classification Auto-complete 72

AWS Machine Learning Blog

JANUARY 17, 2024

Llama 2 is an auto-regressive generative text language model that uses an optimized transformer architecture. As a publicly available model, Llama 2 is designed for many NLP tasks such as text classification, sentiment analysis, language translation, language modeling, text generation, and dialogue systems.

Auto-complete 115

Auto-complete Python Deep Learning Machine Learning 115

Flipboard

APRIL 13, 2023

Prime Air (our drones) and the computer vision technology in Amazon Go (our physical retail experience that lets consumers select items off a shelf and leave the store without having to formally check out) use deep learning. In 2018, we announced Inferentia, the first purpose-built chip for inference.

Generative AI 182

Generative AI AI AI ML 182