AWS Machine Learning Blog

OCTOBER 5, 2023

In this post, we walk through how to fine-tune Llama 2 on AWS Trainium , a purpose-built accelerator for LLM training, to reduce training times and costs. We review the fine-tuning scripts provided by the AWS Neuron SDK (using NeMo Megatron-LM), the various configurations we used, and the throughput results we saw.

AWS 124

AWS Machine Learning Machine Learning Deep Learning 124

Dataconomy

JANUARY 24, 2024

The company is renowned for its deep understanding of machine learning and natural language processing technologies, providing practical AI solutions tailored to businesses’ unique needs. Their team of AI experts excels in creating algorithms for deep learning, predictive analytics, and automation.

AI 113

AI AI Predictive Analytics Machine Learning 113

Chatbots Life

MAY 16, 2023

Master of Code Global (MOCG) is a certified partner of Microsoft and AWS and has been recognized by LivePerson, Inc. Data Monsters Year Founded : 2009 HQ : California, USA Team Size : 51–200 employees Clients : Smith and Nephew, Deloitte, Breast Cancer Now, IAC, Jones Lang-Lasalle, Revival Health.

AI 98

AI AI Natural Language Processing Artificial Intelligence 98

AWS Machine Learning Blog

APRIL 18, 2023

Large language models (LLMs) with billions of parameters are currently at the forefront of natural language processing (NLP). These models are shaking up the field with their incredible abilities to generate text, analyze sentiment, translate languages, and much more.

ML 78

ML ML Deep Learning Deep Learning 78

AWS Machine Learning Blog

JANUARY 30, 2023

From image and speech recognition to natural language processing and predictive analytics, ML models have been applied to a wide range of problems. For the NYC taxi data, we use the yellow trip taxi records from 2009–2022. We follow the example notebook to conduct feature processing. The processed data takes 8.5

Algorithm 99

Algorithm Clustering Machine Learning Machine Learning 99

AWS Machine Learning Blog

SEPTEMBER 6, 2023

The model is deployed in an AWS secure environment and under your VPC controls, helping ensure data security. nnn### Explanation:nWe answer the question with the input's date of birth and the date of death.nnn### Solution: 1102n Response from the fine-tuned model: Félix Luna died on November 5th, 2009.nn

ML 123

ML ML Machine Learning Machine Learning 123

AWS Machine Learning Blog

APRIL 18, 2023

Large language models (LLMs) with billions of parameters are currently at the forefront of natural language processing (NLP). These models are shaking up the field with their incredible abilities to generate text, analyze sentiment, translate languages, and much more.

ML 52

ML ML Deep Learning Deep Learning 52