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...
Understanding the Difference Between Robotics and Artificial Intelligence
Robotics and artificial intelligence (AI) are often confused with each other, but they are actually two separate...
Advancements in Nondestructive Testing (NDT) Through AI and Machine Learning
In today's rapidly evolving technological landscape, the integration of artificial intelligence (AI) and machine learning...
Using nn.parallel.DistributedDataParallel for Training Models in Multiple GPUs: A Comprehensive Tutorial
In this tutorial, we explored how to use nn.parallel.DistributedDataParallel for training models on multiple...
Oil Prices Expected to Remain High Despite Recent Decline: Analysts Warn of Ongoing Conflict and Supply Concerns
Oil prices have been a topic of conversation...
Highlights from the TCE Annual Conference: Deep Learning Insights and Practical Applications
Attending the TCE annual conference last week was a truly enlightening experience. The...
Exploring Optimization Algorithms in Deep Learning
Overall, I am really enjoying diving deep into the world of deep learning through Andrew Ng's specialization on Coursera....
Integrating Hugging Face’s PyAnnote for Speaker Diarization with Amazon SageMaker Asynchronous Endpoints: A Comprehensive Guide on Deployment Solution for Multi-Speaker Audio Recordings
Speaker diarization is...
Harnessing Artificial Intelligence for Enhanced Analytics in Marketing
In today's digital age, data is king. And for marketers, utilizing data effectively can make or break...