NLP Resources and Guides

Demystifying Transformer Models: Unveiling the Magic of Natural Language Processing

RAG Is The Future Of LLMs

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.

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

Understanding AI Text Made Me a Better Writer

Write better by analyzing ChatGPT’s bad writing

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