Memory profiler
See the memory usage of a script
Tips
DataLoader with pin_memory and num_workers
Increase DataLoader performance with pin_memory and num_workers
py-smi
Python library to get GPU data like `nvidia-smi`
Memory Calculator
Space to calculate the memory needed to run a model
Code formatter Black
Your colleague Patric is writing code that is hard to read? Share with him this code formatter that I show you in this post! Come in and learn how to format code to make it more understandable. We are not going to solve Patric's problems, but at least you won't suffer when reading it
Declarar redes neuronales de forma clara
Declare neural networks clearly in Pytorch
Obtener datos de diccionarios
Obtener datos de diccionarios en Python de forma segura
Single-element tuples in Python
Tip to create single-element tuples in Python
Sort lists in Python without modifying the original
Tip to sort lists in Python without modifying the original
First letter of each word in uppercase in Python
Tip to print strings with the first letter of each word in uppercase in Python
Enteros largos con guión bajo en Python
Tip to write long integers with underscore in Python
Continue reading
MCP: Complete Guide to Create servers and clients MCP (Model Context Protocol) with FastMCP
Learn what is the Model Context Protocol (MCP), the open-source standard developed by Anthropic that revolutionizes how AI models interact with external tools. In this practical and detailed guide, I take you step by step in creating an MCP server and client from scratch using the fastmcp library. You will build an "intelligent" AI agent with Claude Sonnet, capable of interacting with the GitHub API to query issues and repository information. We will cover from basic concepts to advanced features like filtering tools by tags, server composition, static resources and dynamic templates (resource templates), prompt generation, and secure authentication. Discover how MCP can standardize and simplify the integration of tools in your AI applications, analogously to how USB unified peripherals!
Agents patterns
Are your agents falling short? Elevate your AI projects with advanced patterns: ReAct, planning, multi-agents, and more. Practical guide with code!
LangGraph: Revolutionize your AI agents
🚀 Revolutionize your AI agents! 🧠LangGraph is not just another library, it's the orchestration framework that gives you total control to build complex agents, with long-term memory and even human intervention! Say goodbye to basic chatbots, it's time to create true intelligence. Dive into this post and discover it!
Have you seen these projects?
Horeca chatbot
Naviground
Subtify
Do you want to apply AI in your project? Contact me!
Do you want to improve with these tips?
Last tips -->Use this locally
Hugging Face spaces allow us to run models with very simple demos, but what if the demo breaks? Or if the user deletes it? That's why I've created docker containers with some interesting spaces, to be able to use them locally, whatever happens. In fact, if you click on any project view button, it may take you to a space that doesn't work.
Flow edit
FLUX.1-RealismLora
token_hmr
Do you want to apply AI in your project? Contact me!
Do you want to train your model with these datasets?
short-jokes-dataset
Dataset with jokes in English
opus100
Dataset with translations from English to Spanish
netflix_titles
Dataset with Netflix movies and series