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Tutorías LLM

Mantente al día de las últimas noticias, técnicas y recursos para los Grandes Modelos Lingüísticos. Nuestros tutoriales están llenos de ejemplos prácticos y casos de uso que puedes utilizar para mejorar tus conocimientos.
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Runway Act-One Guide: I Filmed Myself to Test It

Learn how to use Runway Act-One through both the web interface and its API, and discover how to combine it with Runway Gen3-Alpha.
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François Aubry

29 de octubre de 2024

OpenAI Realtime API: A Guide With Examples

Learn how to build real-time AI applications with OpenAI's Realtime API. This tutorial covers WebSockets, Node.js setup, text/audio messaging, function calling, and deploying a React voice assistant demo.
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François Aubry

11 de octubre de 2024

Fine-Tuning Phi-3.5 on E-Commerce Classification Dataset

Discover Microsoft's new LLM series and boost your model's accuracy from 65% to 86% by fine-tuning it on the E-commerce classification dataset.
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Abid Ali Awan

10 de octubre de 2024

Speculative RAG Implementation With Transformers

Learn Speculative RAG, a technique that improves RAG through a two-step drafting and verification process, and apply your skills with a hands-on implementation using Hugging Face Transformers.
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Bhavishya Pandit

10 de octubre de 2024

Unsloth Guide: Optimize and Speed Up LLM Fine-Tuning

Fine-tuning the Llama 3.1 model to solve specialized algebra problems with high accuracy and detailed results using Unsloth.
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Abid Ali Awan

9 de octubre de 2024

GPT-4o Vision Fine-Tuning: A Guide With Examples

Learn how to fine-tune GPT-4o with images by following this step-by-step tutorial, where you’ll discover how to improve GPT-4o’s ability to recognize Georgian churches.
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Dimitri Didmanidze

9 de octubre de 2024

Llama 3.2 and Gradio Tutorial: Build a Multimodal Web App

Learn how to use the Llama 3.2 11B vision model with Gradio to create a multimodal web app that functions as a customer support assistant.
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Aashi Dutt

9 de octubre de 2024

OpenAI Model Distillation: A Guide With Examples

Learn how to distill LLMs with OpenAI's distillation tool. This tutorial provides a step-by-step guide using GPT-4o and GPT-4o-mini for generating Git commands.
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Hesam Sheikh Hassani

8 de octubre de 2024

Llama Stack: A Guide With Practical Examples

Llama Stack is a set of standardized tools and APIs developed by Meta that simplifies the process of building and deploying large language model applications.
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Hesam Sheikh Hassani

3 de octubre de 2024

Fine-tuning GPT-4o Mini: A Step-by-Step Guide

Customize the GPT-4o Mini model to classify posts from Reddit into "stressful" and "non-stressful" labels.
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Abid Ali Awan

2 de octubre de 2024

Fine-tuning Llama 3.2 and Using It Locally: A Step-by-Step Guide

Learn how to access Llama 3.2 lightweight and vision models on Kaggle, fine-tune the model on a custom dataset using free GPUs, merge and export the model to the Hugging Face Hub, and convert the fine-tuned model to GGUF format so it can be used locally with the Jan application.
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Abid Ali Awan

29 de septiembre de 2024