Evaluating AI Agents: A Comprehensive Guide to Reliable Assessment
This post was co-authored with Karan Singh, Head of Partnerships at LangChain.
Understanding the Challenges of...
Comprehensive Observability for Large Language Models in Production with Amazon SageMaker AI Inference
Understanding the Importance of Observability in LLM Deployment
Two Dimensions of LLM Observability:...
Building an Azerbaijani Language Model: Optimizing Training with Open Source Tools and AWS
Acknowledgments
Introduction to the Challenge
Solution Overview
Stage 1: Tokenizer Development
Stage 2: Continued Pre-training (CPT)
Stage...
Exploring Transformer-Based Model for 3D Segmentation: A UNETR Implementation Study
Transformers have been a hot trend in computer vision, and their applications are expanding rapidly....
Unlocking Opportunities with AWS AI and Generative AI: Media Analysis and Policy Evaluation Solution for Various Sectors
In today's fast-paced digital world, organizations across various...
Revolutionizing the Operating Room: The Potential of AI-Guided Robots in Medicine
The integration of AI and robotics in the medical sector has the potential to...
Navigating the World of Deep Learning Books: Reviews and Recommendations for Beginners to Experts
So little time, so much to learn. This is a common...
Managing and Serving Fine-Tuned Generative AI Models at Scale with LoRA on Amazon SageMaker
In the rapidly evolving landscape of artificial intelligence (AI), the rise...
Enhancing Security in AI-Enabled Autopay Systems: Protecting Your Data and Financial Transactions
AI-enabled autopay systems have revolutionized the way we handle our finances, offering convenience,...
Exploring Neural Architecture Search: A Comprehensive Overview and Implementation Guide with nni
Neural Architecture Search (NAS) is an exciting field in deep learning that aims...
Efficient Training of Large MoE Models with Amazon SageMaker Model Parallelism Library
Mixture of Experts (MoE) architectures have become increasingly popular in the field of...