The Beginner’s Guide to Language Models with Python
Language models — often known for the acronym LLM for Large Language Models, their large-scale version — fuel powerful AI applications like conversational chatbots,...
A Complete Guide to Matrices for Machine Learning with Python
Matrices are a key concept not only in linear algebra but also with regard to their prominent application and use in machine learning (ML)...
From fridge to table: Use Amazon Rekognition and Amazon Bedrock to...
In today’s fast-paced world, time is of the essence and even basic tasks like grocery shopping can feel rushed and challenging. Despite our best...
Deploy DeepSeek-R1 distilled models on Amazon SageMaker using a Large Model...
DeepSeek-R1 is a large language model (LLM) developed by DeepSeek AI that uses reinforcement learning to enhance reasoning capabilities through a multi-stage training process...
Benchmarking Amazon Nova and GPT-4o models with FloTorch
Based on original post by Dr. Hemant Joshi, CTO, FloTorch.ai
A recent evaluation conducted by FloTorch compared the performance of Amazon Nova models with OpenAI’s...
Optimize reasoning models like DeepSeek with prompt optimization on Amazon Bedrock
DeepSeek-R1 models, now available on Amazon Bedrock Marketplace, Amazon SageMaker JumpStart, as well as a serverless model on Amazon Bedrock, were recently popularized by...
Transforming financial analysis with CreditAI on Amazon Bedrock: Octus’s journey with...
Investment professionals face the mounting challenge of processing vast amounts of data to make timely, informed decisions. The traditional approach of manually sifting through...
Utah to Advance AI Education, Training
A new AI education initiative in the State of Utah, developed in collaboration with NVIDIA, is set to advance the state’s commitment to workforce...
Amazon Bedrock announces general availability of multi-agent collaboration
Today, we’re announcing the general availability (GA) of multi-agent collaboration on Amazon Bedrock. This capability allows developers to build, deploy, and manage networks of...
Text Generation using Contrastive Search with GPT-2 Model
This tutorial is in four parts; they are: • The Core Text Generation Implementation • Contrastive Search: What are the Parameters in Text Generation?...
