IBM Journey to AI blog

MARCH 29, 2024

Monitoring and optimizing application performance is important for software developers and enterprises at large. Yet, this data isn’t worth much without the right tools for monitoring, optimizing, storing and—crucially—putting the data into context. What is OpenTelemetry? What is OpenTelemetry?

DevOps 208

DevOps Software Development Automation Metadata 208

The MLOps Blog

MARCH 28, 2024

Strategies for improving GPU usage include mixed-precision training, optimizing data transfer and processing, and appropriately dividing workloads between CPU and GPU. Strategies for improving GPU usage include mixed-precision training, optimizing data transfer and processing, and appropriately dividing workloads between CPU and GPU.

Deep Learning 52

Deep Learning Neural Network Machine Learning Algorithm 52

AWS Machine Learning Blog

SEPTEMBER 21, 2023

Generative AI problem framing When framing your generative AI problem, consider the following: Align your use of generative AI with your sustainability goals – When scoping your project, be sure to take sustainability into account: What are the trade-offs between a generative AI solution and a less resource-intensive traditional approach?

Generative AI 100

Generative AI Prompt Engineer Prompt Engineering Deep Learning 100

AWS Machine Learning Blog

APRIL 1, 2024

In this blog post, AWS collaborates with Meta’s PyTorch team to discuss how to use the PyTorch FSDP library to achieve linear scaling of deep learning models on AWS seamlessly using Amazon EKS and AWS Deep Learning Containers (DLCs). This post demonstrates how you can use PyTorch FSDP to fine-tune the Llama2 model using Amazon EKS.

Machine Learning 104

Machine Learning ML Deep Learning Generative AI 104

The MLOps Blog

MARCH 23, 2023

This article aims to provide some strategies, tips, and tricks you can apply to optimize your infrastructure while deploying them. Models like for example ChatGPT, Gopher **(280B), GPT-3 (175B), Jurassic-1 (178B), and Megatron-Turing NLG (530B) are predominantly very large and often addressed as large language models or LLMs. Sure there is.

NLP 115

NLP LLM Large Language Models Natural Language Processing 115

Heartbeat

NOVEMBER 6, 2023

Want to learn how to build modern software with LLMs using the newest tools and techniques in the field? The advent of Large Language Models (LLMs) has changed the Artificial Intelligence (AI) landscape. During this language revolution, LangChain has been the pioneer in constructing production-grade LLM-based applications.

LLM 52

LLM Machine Learning Deep Learning Natural Language Processing 52

AWS Machine Learning Blog

MAY 10, 2024

It works both with SageMaker JumpStart and Amazon Bedrock models, giving you the flexibility to choose the foundation model (FM) for your needs. It works both with SageMaker JumpStart and Amazon Bedrock models, giving you the flexibility to choose the foundation model (FM) for your needs.

LLM 96

LLM Machine Learning ML Software Engineer 96