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Tutoriales de IA

Mantente al día de las últimas técnicas, herramientas e investigaciones en inteligencia artificial. Nuestros tutoriales de IA te guiarán a través de modelos de aprendizaje automático desafiantes.
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Fine-Tuning LLMs: A Guide With Examples

Learn how fine-tuning large language models (LLMs) improves their performance in tasks like language translation, sentiment analysis, and text generation.
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Josep Ferrer

4 de diciembre de 2024

An Introduction to LMQL: The Bridge Between SQL and Large Language Models

Discover everything you need to know about LMQL, short for Language Models Query Language, an innovative programming language for LLMs.
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Kurtis Pykes

8 de febrero de 2024

An End-to-End ML Model Monitoring Workflow with NannyML in Python

Learn an end-to-end workflow to monitor any model in your Jupyter notebook in production environments.
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Bex Tuychiev

8 de febrero de 2024

A Deep Dive into the Phi-2 Model

Understanding the Phi-2 model and learning how to access and fine-tune it using the role-play dataset.
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Abid Ali Awan

2 de febrero de 2024

How to Build a Chatbot Using the OpenAI API & Pinecone

Step-by-step guide for building LLM-powered Chatbot on your own custom data, leveraging RAG techniques using OpenAI and Pinecone in Python.
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Moez Ali

31 de enero de 2024

What is Google Gemini? Everything You Need To Know About Google’s ChatGPT Rival

Gemini defines a family of multimodal LLMs capable of understanding texts, images, videos, and audio. It’s also said to be capable of performing complex tasks in math and physics, as well as being able to generate high-quality code in several programming languages.
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Kurtis Pykes

30 de enero de 2024

A Comprehensive Guide to Databricks Lakehouse AI For Data Scientists

This tutorial dives into the Databricks approach to AI & Machine Learning in the Databricks Lakehouse and introduces its latest features.
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Arunn Thevapalan

30 de enero de 2024

SOLAR-10.7B Fine-Tuned Model Tutorial

A complete guide to using the SOLAR-10.7B fine-tuned model for instruction-based tasks in a real-world scenario.
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Zoumana Keita

25 de enero de 2024

Introducing Google Gemini API: Discover the Power of the New Gemini AI Models

Learn how to use Gemini Python API and its various functions to build AI-enabled applications for free.
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Abid Ali Awan

23 de enero de 2024

Mastering Low-Rank Adaptation (LoRA): Enhancing Large Language Models for Efficient Adaptation

Explore the groundbreaking technique of Low-Rank Adaptation (LoRA) in our full guide. Discover how LoRA revolutionizes the fine-tuning of Large Language Models.
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Moez Ali

16 de enero de 2024

Mastering Backpropagation: A Comprehensive Guide for Neural Networks

Dive into the essentials of backpropagation in neural networks with a hands-on guide to training and evaluating a model for an image classification use scenario.
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Zoumana Keita

27 de diciembre de 2023

Comprehensive Guide to Zephyr-7B: Features, Usage, and Fine-tuning

Learn everything about Zephyr-7B, including its training, how to access it, and how to fine-tune it on a custom database using free Kaggle GPUs.
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Abid Ali Awan

21 de diciembre de 2023