DataLoader with pin_memory and num_workers
Increase DataLoader performance with pin_memory and num_workers
Tips
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
Langchain with open source integrations
Learn how to use Langchain with the most popular open-source integrations. In this post, we will explore how to integrate Langchain with ChromaDB, Ollama and HuggingFace.
RAG fundamentals
Forget about Ctrl+F! 🤯 With RAG, your documents will answer your questions directly. 😎 Step-by-step tutorial with Hugging Face and ChromaDB. Unleash the power of AI (and show off to your friends)! 💪
Conventional commits
😠 Are your commits written in alien language? 👽 Join the club! 😅 Learn Conventional Commits in Python and stop torturing your team with cryptic messages. git-changelog and commitizen will be your new best friends. 🤝
Have you seen these projects?
Subtify
GPU monitor
Alfred
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