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AI Tutorials
Keep up to date with the latest techniques, tools, and research in artificial intelligence. Out AI tutorials will walk you though challenging machine learning models.
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A Beginner's Guide to The OpenAI API: Hands-On Tutorial and Best Practices
This tutorial introduces you to the OpenAI API, it's use-cases, a hands-on approach to using the API, and all the best practices to follow.
Arunn Thevapalan
October 18, 2023
Fine-Tuning LLaMA 2: A Step-by-Step Guide to Customizing the Large Language Model
Learn how to fine-tune Llama-2 on Colab using new techniques to overcome memory and computing limitations to make open-source large language models more accessible.
Abid Ali Awan
October 19, 2023
How to Run Stable Diffusion: A Step-by-Step Guide
Learn how to use Stable Diffusion, an advanced open-source deep learning model that generates high-quality images from text descriptions. This tutorial covers the basics of how the model works and step-by-step instructions for running Stable Diffusion online and locally.
Kurtis Pykes
July 30, 2024
All posts
Anthropic's Contextual Retrieval: A Guide With Implementation
Learn how Anthropic's contextual retrieval improves the accuracy of retrieval systems and how to implement it step-by-step.
Ryan Ong
November 29, 2024
AWS Multi-Agent Orchestrator: A Guide With Examples
Learn how to set up the AWS Multi-Agent Orchestrator framework and build a demo project focused on multi-agent orchestration.
Hesam Sheikh Hassani
November 29, 2024
Microsoft's TinyTroupe: A Guide With Examples
Learn how to use Microsoft’s TinyTroupe to simulate interactions between AI personas with distinct characteristics for different purposes.
Hesam Sheikh Hassani
November 28, 2024
Pixtral Large: A Guide With Examples
Learn how to use Mistral’s Pixtral Large via Le Chat or access it programmatically through the API on La Plateforme.
Aashi Dutt
November 27, 2024
Late Chunking for RAG: Implementation With Jina AI
Learn how to implement late chunking with Jina AI to improve context preservation and retrieval accuracy in RAG applications.
Ryan Ong
November 20, 2024
Prompt Caching: A Guide With Code Implementation
Learn what prompt caching is and how to use it with Ollama to optimize LLM interactions, reduce costs, and improve performance in AI apps.
Aashi Dutt
November 19, 2024
How to Use ChatGPT for Excel: Tips, Tricks, and Best Practices
Discover how to leverage the power of ChatGPT for Excel to boost your productivity and unlock the full potential of Excel.
Javier Canales Luna
November 19, 2024
Recursive Retrieval for RAG: Implementation With LlamaIndex
Learn how to implement recursive retrieval in RAG systems using LlamaIndex to improve the accuracy and relevance of retrieved information, especially for large document collections.
Ryan Ong
November 13, 2024
HumanEval: A Benchmark for Evaluating LLM Code Generation Capabilities
Learn how to evaluate your LLM on code generation capabilities with the Hugging Face Evaluate library.
Abid Ali Awan
November 13, 2024
ChatGPT for Legal: A Guide for Lawyers to Use AI Effectively
A practical guide to leveraging AI in your legal practice while maintaining professional standards and ethical compliance.
Vinod Chugani
November 8, 2024
Speculative Decoding: A Guide With Implementation Examples
Learn what speculative decoding is, how it works, when to use it, and how to implement it using Gemma2 models.
Aashi Dutt
November 8, 2024
Kolmogorov-Arnold Networks (KANs): A Guide With Implementation
Learn about Kolmogorov-Arnold Networks (KANs), a new type of neural network with enhanced interpretability and accuracy compared to traditional models.
Dimitri Didmanidze
November 8, 2024