Scaling Llama 2 (7 - 70B) Fine-tuning on Multi-Node GPUs with Ray on Databricks

Scaling up fine-tuning and batch inferencing of LLMs such as Llama 2 (including 7B, 13B, and 70B variants) across multiple nodes without having to worry about the complexity of distributed systems.

RAG Is The Future Of LLMs

AI Chronicles: A Journey Through Time with Inspiring Quotes from AI Pioneers (1950-2023)

A Step-by-Step Guide to Preparing Datasets for BERT implementation with PyTorch (Part 1)

Super Quick: Retrieval Augmented Generation Using Ollama

Unlocking the Power of Ollama Infrastructure for Local Execution of Open Source Models and Interacting with PDFs

Structured Data from LLMs — Langchain and Pydantic Output Parser

The People You Need at Your Company for LLM Capabilities

Demystifying AI and Machine Learning

Offering a beginner-friendly explanation of what AI and machine learning are and their practical applications

Momentum-based Gradient Descent

Adaptive Optimization in Machine Learning

Context Window in LLMs