Learn how neural networks work from scratch with a practical linear regression example. This beginner-friendly tutorial explains artificial ...
Learn how to implement elicitation in MCP (Model Context Protocol) servers with FastMCP. Complete step-by-step tutorial to create an intelli...
Learn to build durable MCP server and client for long-running tasks with persistence. Complete Model Context Protocol tutorial featuring SQL...
Learn to build resumable MCP servers and clients with automatic checkpoint capabilities. Complete tutorial on implementing task interruption...
Learn how to implement real-time streaming in MCP (Model Context Protocol) applications using FastMCP. This comprehensive guide shows you ho...
Learn what is the Model Context Protocol (MCP), the open-source standard developed by Anthropic that revolutionizes how AI models interact w...
Are your agents falling short? Elevate your AI projects with advanced patterns: ReAct, planning, multi-agents, and more. Practical guide wit...
🚀 Revolutionize your AI agents! 🧠 LangGraph is not just another library, it's the orchestration framework that gives you total control to ...
Learn how to create virtual environments with uv, a package manager and environment for Python written in Rust, which makes it very fast. If...
If you have problems making a real-time AI application, FastRTC can help you. In this post I explain how to use it.
Do you want to have your own Sora, but also generate good videos? In this post I explain how to do it with HuggingFace Inference Providers a...
Do you want to deploy a backend with your own LLM? In this post I explain how to do it with HuggingFace Spaces, FastAPI, Langchain and Docke...
Learn how to use Langchain with the most popular open-source integrations. In this post, we will explore how to integrate Langchain with Chr...
Refactoriza sin miedo 🛠️ gracias a los test unitarios. En este post vas a aprender a hacer test unitarios en Python con la librería unittes...
Forget about Ctrl+F! 🤯 With RAG, your documents will answer your questions directly. 😎 Step-by-step tutorial with Hugging Face and ChromaD...
😠 Are your commits written in alien language? 👽 Join the club! 😅 Learn Conventional Commits in Python and stop torturing your team with c...
Have you ever talked to an LLM and they answered you something that sounds like they've been drinking machine coffee all night long 😂 That'...
Hello everyone! 🤗 Today we are going to talk about QLoRA, the technique that will allow you to make your language models more efficient and...
Attention developers! 🚨 Do you have a language model that is too big and heavy for your application? 🤯 Don't worry, GPTQ is here to help y...
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Get ready to save space and speed up your models! 💥 In this post, I'm going to explore the llm.int8() method, a quantization technique that...
Imagine having a giant language model that can answer any question, from the capital of France to the perfect brownie recipe! 🍞️🇫🇷 But wh...
Get ready to take your model adaptation to the next level with LoRA! 🚀 This low-rank adaptation technique is like a superhero cape for your...
You've already got Florence-2 on your radar, but now you want to take it to the next level! 🚀 It's time for fine-tuning! 💻 In this post, I...
😂 Tuning small language models? Please, you're not 'tuning', you're just desperately trying to get some sense out of a model that's about a...
Unlock the power of text generation with GPT-2, the latest open model from OpenAI 💸! 🚀 In this post, I take you by the hand through the ar...
Attention everyone! 🚨 We have a new king in town! 👑 Florence-2, the multimodal model that is revolutionizing the artificial intelligence g...
Unlock the power of language!!!! 💥 In my last post, I take you by the hand through the GPT-1 paper, explaining in a clear and concise way h...
🔍 Discover the secret of tokenization! 🔑 I reveal you the mysteries of BPE (Byte Pair Encoding) tokenization, one of the most popular and ...
Attention, slow PyTorch models! 🐌 Optimun, the Hugging Face library, comes to the rescue to speed up your workouts and inferences. With Opt...
🏃 Run any LLM on your computer, whether it is a NASA spacecraft 🚀 or a coffee maker 🫖. With Ollama you have the facility to use any langu...
Speed up your training with HuggingFace Accelerate
Forget sleepless nights calculating metrics and losing your mind with evaluate for your NLP models! 😩 Hugging Face's evaluate library is th...
Wake up, AI developer! ☕️ Stop wasting your time loading and preprocessing data like a slave 🙅♂️ and discover Hugging Face's datasets libr...
🤖 Transform your world with Hugging Face Transformers! 🚀 Ready to make magic with natural language? From super-fast techniques with pipeli...
If you are afraid 😱 to use git commands, come in and learn how to test them easily and graphically with git-sim 😊
📄 ➡️ 🔤 Explore the power of the Hugging Face Tokenizers library for natural language processing in AI. Discover how this essential tool tr...
Discover transformers 🚀. Learn the architecture behind all the new language models. Don't ask an AI, come in and learn
Discover how ChromaDB redefines vector data search and management for AI applications, with ultra-fast and accurate similarity searches in h...
It explores the power and precision of regular expressions, essential tools in programming that allow describing patterns in text strings fo...
CSS, or Cascading Style Sheets, is a fundamental technology in web design that allows developers and designers to style and present HTML doc...
Discover the fashion model in the world of AI
Discover how similarity is measured between embeddings, the basis of the attention mechanism of transformers and RAG algorithms
Discover the power of embeddings
Discover what tokens are and how words are divided into minimum units of word representation
🚀 Discover the power of the OpenAI API in this post! 🌟 Learn how to install the OpenAI library ✨ and I'll guide you through the first step...
Learn HTML, the markup language used to create web pages. Learn how to structure the content of a web page and format it with HTML.
🛡️ 💻 Raise your security game! Dive into this tutorial and find out how Fail2Ban helps you stop brute force attacks in their tracks. From ...
🚀 Wake up, Ubuntu! ☕ With Caffeine for Linux, say goodbye to those annoying sleep modes just when you least expect it. Work marathon? Etern...
Conda vs Pip - the eternal battle! Find out why Conda wears the champion belt 🥊 and how Mamba is not just a dance, but the turbo your data ...
Have you rewritten that code that took you hours to do? Don't panic! With GIT, say goodbye to Oops, I deleted it. Join me on this adventure ...
👂 You don't get to gossip what the first one says? With whisper you can not only do it, but also translate it if you want. Log in and learn...
Connecting securely is essential in today's digital world. Discover how SSH allows you to establish encrypted communications between your ma...
🤯 Can you imagine that you can add images to a gpt chat and ask questions about them? With Blip2 you can, log in and learn how
Learn how a neural network works with Python: linear regression, loss function, gradient, and training. Hands-on tutorial with code.
Learn how neural networks work, their history since the 1950s, the AI Winter, and how ImageNet revolutionized AI in 2012. Beginner-friendly ...
Feel like an old school programmer 🐧 with this post about bash scripting.
🐳 Create as many development environments as you want with Docker. No more On my machine it works
🟢 Feel like a real hacker 🖥 knowing everything about the terminal 💻. Get inside and start handling ⌨ the terminal like a pro.
📊 Manage data 📝 easily with Pandas 📖
🟢 Learn to do all the matrix calculation you want in an agile way with NumPy
Python 🐍 is one of the programming languages 💻 MOST USED. Enter and learn everything you need about Python 🐍
Learn how neural networks work from scratch with a practical linear regression example. This beginner-friendly tutorial explains artificial neurons, parameter initialization, loss functions, and mean squared error (MSE) with step-by-step code examples in Python.
Learn how to implement elicitation in MCP (Model Context Protocol) servers with FastMCP. Complete step-by-step tutorial ...
Learn to build durable MCP server and client for long-running tasks with persistence. Complete Model Context Protocol tu...
Let's talk.
maximofn@gmail.com
Machine Learning and AI specialist. I develop solutions with generative AI, intelligent agents and custom models.
AI agents, powered by LLMs, promise to transform applications. But are they simple executors today or future intelligent collaborators? To reach their...
Learn to create an IA system to execute efficiently on a device
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.
Let's talk.
maximofn@gmail.com
Machine Learning and AI specialist. I develop solutions with generative AI, intelligent agents and custom models.
Dataset with jokes in English
Use: Fine-tuning text generation models for humor
Dataset with translations from English to Spanish
Use: Training English-Spanish translation models
Dataset with Netflix movies and series
Use: Netflix catalog analysis and recommendation systems
