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 Word Embeddings through Skip-gram and CBoW Models
Overall, the concept of Word2Vec and embeddings is fascinating and crucial in the field of natural language...
Fine-Tuning Large Language Models with Amazon SageMaker Canvas and SageMaker JumpStart: A No-Code Solution for Tailored Customer Experiences
In today's digital age, providing personalized customer...
Managing Cybersecurity Risks of Using AI Tools in Content Marketing
Artificial intelligence (AI) tools are becoming increasingly popular in the field of content marketing. These...
Implementing SimCLR Self-Supervised Learning for Pretraining Robust Feature Extractors on Vision Datasets and Downstream Tasks
Self-supervised learning has gained a lot of interest in the...
The Importance of Internal Communication in Modern Business
Internal communication in business is crucial for the smooth operation of any organization. From crisis management to...
Choosing the Right Activation Function for Your Neural Network: A Comprehensive Guide
Activation functions are a crucial component of neural networks that help add non-linearity...
Deploying Meta Llama 3 Models on AWS Trainium and AWS Inferentia with SageMaker JumpStart
Are you looking to deploy large generative text models on AWS...