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Introduction to Podman for Machine Learning: Streamlining MLOps Workflows
A lightweight, daemonless Docker Desktop alternative that streamlines container management, enabling fast training, evaluation, and deployment of machine learning models.
6 noiembrie 2024
How to Use GPT-4o Audio Preview With LangChain and ChatOpenAI
Learn how to use OpenAI’s gpt-4o-audio-preview model with LangChain to build voice-enabled applications that include audio input, transcription, and generation.
4 noiembrie 2024
Local AI with Docker, n8n, Qdrant, and Ollama
Learn how to build secure, local AI applications that protect your sensitive data using a low/no-code automation framework.
1 noiembrie 2024
How to Run Llama 3.2 1B on an Android Phone With Torchchat
Get step-by-step instructions on how to set up and run Llama 3.2 1B on your Android device using the Torchchat framework.
31 octombrie 2024
US Election 2024 Prediction With Machine Learning and Python
Learn how to predict the winner of the 2024 US presidential election using Python, machine learning, and data from FiveThirtyEight and the Federal Election Commission.
30 octombrie 2024
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.
29 octombrie 2024
How to Build User Interfaces For AI Applications Using Streamlit And LangChain
Learn to build AI chatbots with Streamlit, LangChain, and Neo4j. This tutorial covers creating UIs for LLM apps, implementing RAG, and deploying to Streamlit Cloud.
15 octombrie 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.
11 octombrie 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.
10 octombrie 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.
10 octombrie 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.
10 octombrie 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.
9 octombrie 2024