An introduction to preparing your own dataset for LLM training
Large language models (LLMs) have demonstrated remarkable capabilities in a wide range of linguistic tasks. However, the performance of these...
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From Prototype to Production: Enhancing LLM Accuracy | by Mariya Mansurova | Dec, 2024
Building a prototype for an LLM application is surprisingly straightforward. You can often create a functional first version within just...
Add a generative AI experience to your website or web application with Amazon Q embedded
Generative AI offers many benefits for both you, as a software provider, and your end-users. AI assistants can help users...
Classifier-Free Guidance in LLMs Safety — NeurIPS 2024 Challenge Experience | by Roman S | Dec, 2024
Task: Assuming that the attackers have access to the scrubbed data, the task is to protect LLM from generating answers...
Using natural language in Amazon Q Business: From searching and creating ServiceNow incidents and knowledge articles to generating insights
Many enterprise customers across various industries are looking to adopt Generative AI to drive innovation, user productivity, and enhance customer...
Introduction to TensorFlow’s Functional API | by Javier Martínez Ojeda | Dec, 2024
Learn what the Functional API is, and how to build complex keras models using itPhoto by Hunter Harritt on UnsplashTensorFlow’s...
How Fastweb fine-tuned the Mistral model using Amazon SageMaker HyperPod as a first step to build an Italian large language model
This post is co-written with Marta Cavalleri and Giovanni Germani from Fastweb, and Claudia Sacco and Andrea Policarpi from BIP...
Linear Optimisations in Product Analytics | by Mariya Mansurova | Dec, 2024
It might be surprising, but in this article, I would like to talk about the knapsack problem, the classic optimisation...
Simplify multimodal generative AI with Amazon Bedrock Data Automation
Developers face significant challenges when using foundation models (FMs) to extract data from unstructured assets. This data extraction process requires...
The Anatomy of an Autonomous Agent | by Eric Broda | Dec, 2024
A blueprint for autonomous agents in an Agentic Mesh ecosystemAnatomy of an Autonomous AgentRecent massive investment by tech giants almost...
How TUI uses Amazon Bedrock to scale content creation and enhance hotel descriptions in under 10 seconds
TUI Group is one of the world’s leading global tourism services, providing 21 million customers with an unmatched holiday experience...
Four Signs It’s Time to Leave Your Data Science Job | by Egor Howell | Dec, 2024
Four tell-tale signs that you should look for another jobPhoto by Austin Distel on UnsplashI see it too often: people...
Llama 3.3 70B now available in Amazon SageMaker JumpStart
Today, we are excited to announce that the Llama 3.3 70B from Meta is available in Amazon SageMaker JumpStart. Llama...
The Essential Guide to R and Python Libraries for Data Visualization | by Sarah Lea | Dec, 2024
Let’s dive into the most important libraries in R and Python to visualise data and create different charts, and what...
Multi-tenant RAG with Amazon Bedrock Knowledge Bases
Organizations are continuously seeking ways to use their proprietary knowledge and domain expertise to gain a competitive edge. With the...
