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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 tháng 10, 2024

Swarm Intelligence Algorithms: Three Python Implementations

Learn how swarm intelligence works by implementing ant colony optimization (ACO), particle swarm optimization (PSO), and artificial bee colony (ABC) using Python.
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Amberle McKee

10 tháng 10, 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.
Bhavishya Pandit's photo

Bhavishya Pandit

10 tháng 10, 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.
Abid Ali Awan's photo

Abid Ali Awan

9 tháng 10, 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.
Dimitri Didmanidze's photo

Dimitri Didmanidze

9 tháng 10, 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.
Aashi Dutt's photo

Aashi Dutt

9 tháng 10, 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.
Hesam Sheikh Hassani's photo

Hesam Sheikh Hassani

8 tháng 10, 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.
Hesam Sheikh Hassani's photo

Hesam Sheikh Hassani

3 tháng 10, 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.
Abid Ali Awan's photo

Abid Ali Awan

2 tháng 10, 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.
Abid Ali Awan's photo

Abid Ali Awan

29 tháng 9, 2024

Pixtral 12B: A Guide With Practical Examples

Learn how to use Mistral’s Pixtral 12B interactively via Le Chat or programmatically through the API available on La Plateforme.
François Aubry's photo

François Aubry

26 tháng 9, 2024