The Secret Sauce behind 100K context window in LLMs: all tricks in one place

tldr; techniques to speed up…

How to resolve “RuntimeError: CUDA out of memory”?

In loading a pre-trained model or fine-tuning an existing model, an “CUDA out of memory” error like the following often prompts:

RuntimeError: CUDA out of memory. Tried to allocate 576.00 MiB 
(GPU 0; 39.42 GiB total…

A Step-by-Step Guide to Training Your Own Large Language Models (LLMs).

LLM Ontology-prompting for Knowledge Graph Extraction

Open-Source LLM Document Extraction Using Mistral 7B

Introduction

AutoGen + LangChain + ChromaDB = Super AI Agents

Exception & Error Handling in Python for Professionals: A Comprehensive Guide with FastAPI

Implementing Session-based Chat History for a Chatbot using Langchain and Database

Primer on Vector Databases and Retrieval-Augmented Generation (RAG) using Langchain, Pinecone & HuggingFace

Predicting Stock Prices with LSTM and GRU: A Step-by-Step Guide