How to Create a RAG Evaluation Dataset From Documents | by Dr. Leon Eversberg | Nov, 2024
Automatically create domain-specific datasets in any language using LLMsOur automatically generated RAG evaluation dataset on the Hugging Face Hub (PDF...
AI Relationships
How Druva used Amazon Bedrock to address foundation model complexity when building Dru, Druva’s backup AI copilot
This post is co-written with David Gildea and Tom Nijs from Druva. Druva enables cyber, data, and operational resilience for...
Paper Walkthrough: Attention Is All You Need | by Muhammad Ardi | Nov, 2024
As the title suggests, in this article I am going to implement the Transformer architecture from scratch with PyTorch —...
Advance environmental sustainability in clinical trials using AWS
Traditionally, clinical trials not only place a significant burden on patients and participants due to the costs associated with transportation,...
Should you learn how to code in the next decade? | by Ivo Bernardo | Nov, 2024
Or will AI eat up all the software in the world?Photo by steinart @unsplash.comMany people today are facing a dilemma:...
Track, allocate, and manage your generative AI cost and usage with Amazon Bedrock
As enterprises increasingly embrace generative AI , they face challenges in managing the associated costs. With demand for generative AI...
MOIRAI-MOE: Upgrading MOIRAI with Mixture-of-Experts for Enhanced Forecasting | by Nikos Kafritsas | Nov, 2024
The popular foundation time-series model just got an updateImage SourceThe race to build the Top foundation forecasting model is on!Salesforce’s...
Best practices and lessons for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock
Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI, allowing businesses to tailor pre-trained large language...
Unpopular Opinion: It’s Harder Than Ever to Be a Good Data Scientist | by Marcus K. Elwin | Nov, 2024
What working as a data scientist at various companies and industries over the past 6+ years has taught me of...
Use Amazon Q to find answers on Google Drive in an enterprise
Amazon Q Business is a generative AI-powered assistant designed to enhance enterprise operations. It’s a fully managed service that helps...
Build and Deploy a Multi-File RAG App to the Web | by Thomas Reid | Nov, 2024
Part 2 — Deploying to the web using Hugging Face SpacesThis is the second of a two-part series of articles...
Create a generative AI–powered custom Google Chat application using Amazon Bedrock
AWS offers powerful generative AI services, including Amazon Bedrock, which allows organizations to create tailored use cases such as AI...
Massive Energy for Massive GPUs Empowering AI | by Geo Zhang
From a user perspective, some video game enthusiasts have built their own PCs equipped with high-performance GPUs like the NVIDIA...
Create and fine-tune sentence transformers for enhanced classification accuracy
Sentence transformers are powerful deep learning models that convert sentences into high-quality, fixed-length embeddings, capturing their semantic meaning. These embeddings...
Les Misérables Social Network Analysis Using Marimo Notebooks and the NetworkX Python library | by Maria Mouschoutzi, PhD | Oct, 2024
DATA SCIENCEBuild a Marimo notebook using NetworkX Python library, uncovering the hidden structures in Victor Hugo’s masterpieceImage created by the...
