Build generative AI applications on Amazon Bedrock — the secure, compliant, and responsible foundation
Generative AI has revolutionized industries by creating content, from text and images to audio and code. Although it can unlock numerous...
AI Relationships
Your AI Model Is Not Objective. Where we explore the subjectiveness in… | by Paul Hiemstra | Jun, 2024
OpinionWhere we explore the subjectiveness in AI models and why you should careI recently visited a conference, and a sentence...
The future of productivity agents with NinjaTech AI and AWS Trainium
This is a guest post by Arash Sadrieh, Tahir Azim, and Tengfui Xue from NinjaTech AI. NinjaTech AI’s mission is...
Understanding Transformers. A straightforward breakdown of… | by Aveek Goswami | Jun, 2024
A straightforward breakdown of “Attention is All You Need”¹The transformer came out in 2017. There have been many, many articles...
Build a conversational chatbot using different LLMs within single interface – Part 1
With the advent of generative artificial intelligence (AI), foundation models (FMs) can generate content such as answering questions, summarizing text,...
Classification Loss Functions: Intuition and Applications | by Ryan D’Cunha | Jun, 2024
A simpler way to understand derivations of loss functions for classification and when/how to apply them in PyTorchSource: GPT4o GeneratedWhether...
Automate derivative confirms processing using AWS AI services for the capital markets industry
Capital markets operation teams face numerous challenges throughout the post-trade lifecycle, including delays in trade settlements, booking errors, and inaccurate...
How Bend Works: A Parallel Programming Language That “Feels Like Python but Scales Like CUDA” | by Lucas de Lima Nogueira | Jun, 2024
A brief introduction to Lambda Calculus, Interaction Combinators, and how they are used to parallelize operations on Bend / HVM.Image...
Scale and simplify ML workload monitoring on Amazon EKS with AWS Neuron Monitor container
Amazon Web Services is excited to announce the launch of the AWS Neuron Monitor container, an innovative tool designed to...
How to Design Better Metrics. 9 best practices from leading companies… | by Torsten Walbaum | Jun, 2024
You typically cannot directly measure the exact thing you care about.Let’s say my goal was to measure the quality of...
AI21 Labs Jamba-Instruct model is now available in Amazon Bedrock
We are excited to announce the availability of the Jamba-Instruct large language model (LLM) in Amazon Bedrock. Jamba-Instruct is built...
Making LLMs Write Better and Better Code for Self-Driving Using LangProp | by Shu Ishida | Jun, 2024
Analogy from classical machine learning: LLM (Large Language Model) = optimizer; code = parameters; LangProp = PyTorch LightningYou have probably...
Implement exact match with Amazon Lex QnAIntent
This post is a continuation of Creating Natural Conversations with Amazon Lex QnAIntent and Amazon Bedrock Knowledge Base. In summary,...
A Guide to Python’s Weak References Using the weakref Module | by Martin Heinz | Jun, 2024
Learn all about weak references in Python: reference counting, garbage collection, and practical uses of the weakref modulePhoto by Dan...
How Krikey AI harnessed the power of Amazon SageMaker Ground Truth to accelerate generative AI development
This post is co-written with Jhanvi Shriram and Ketaki Shriram from Krikey. Krikey AI is revolutionizing the world of 3D...
