Blog

Chat with Document: How This Technology is Revolutionizing Business Productivity

The 'chat with document' revolutionizes business productivity by providing instant answers based on internal documents. Learn how Paradigm can help you implement it effectively.

RAG (Retrieval-Augmented Generation): Transforming Information Retrieval and AI Interaction

RAG (Retrieval-Augmented Generation) transforms AI interaction by combining retrieval and generation for more accurate, context-aware responses. Learn how RAG can benefit your business.

LightOn Pulse #2: Discover the New Paradigm Platform Updates

Version Glorious-Giraffe 20240828 Release Date: August 28, 2024

PyLate: Flexible Training and Retrieval for ColBERT Models

We release PyLate, a new user-friendly library for training and experimenting with ColBERT models, a family of models that exhibit strong retrieval capabilities on out-of-domain data.

ArabicWeb24: Creating a high quality Arabic Web-only pre-training dataset

LightOn Pulse #1

Innovations and Advancements (2024.07)

Training Mamba Models on AMD MI250/MI250X GPUs with Custom Kernels

In this blogpost we show how we can train a Mamba model interchangeably on both NVIDIA and AMD and we compare both training performance and convergence in both cases. This shows that our training stack is becoming more GPU-agnostic.

Transforming LLMs into Agents for Enterprise Automation

Developing Agentic Capabilities for LLMs to automate business workflows and create smart assistants.

Passing the Torch: Training a Mamba Model for Smooth Handover

We present our explorations on training language models based on the new Mamba architecture, which deviates from the traditional Transformer architecture.