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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
Explore generative AI with our introductory tutorial on Stable Diffusion. Learn how to run the deep learning model online and locally to generate detailed images.
Kurtis Pykes
May 19, 2023
All posts
Run LLMs Locally: 7 Simple Methods
Run LLMs locally (Windows, macOS, Linux) by leveraging these easy-to-use LLM frameworks: GPT4All, LM Studio, Jan, llama.cpp, llamafile, Ollama, and NextChat.
Abid Ali Awan
May 7, 2024
Snowflake Snowpark: A Comprehensive Introduction
Take the first steps to master in-database machine learning using Snowflake Snowpark.
Bex Tuychiev
May 2, 2024
Reinforcement Learning: An Introduction With Python Examples
Learn the fundamentals of reinforcement learning through the analogy of a cat learning to use a scratch post.
Bex Tuychiev
May 2, 2024
How to Improve RAG Performance: 5 Key Techniques with Examples
Explore different approaches to enhance RAG systems: Chunking, Reranking, and Query Transformations.
Eugenia Anello
April 12, 2024
Serving an LLM Application as an API Endpoint using FastAPI in Python
Unlock the power of Large Language Models (LLMs) in your applications with our latest blog on "Serving LLM Application as an API Endpoint Using FastAPI in Python." LLMs like GPT, Claude, and LLaMA are revolutionizing chatbots, content creation, and many more use-cases. Discover how APIs act as crucial bridges, enabling seamless integration of sophisticated language understanding and generation features into your projects.
Moez Ali
April 12, 2024
A Comprehensive Guide to Working with the Mistral Large Model
A detailed tutorial on the functionalities, comparisons, and practical applications of the Mistral Large Model.
Josep Ferrer
March 28, 2024
LLM Classification: How to Select the Best LLM for Your Application
Discover the family of LLMs available and the elements to consider when evaluating which LLM is the best for your use case.
Andrea Valenzuela
March 28, 2024
PostgresML Tutorial: Doing Machine Learning With SQL
An introductory article on how to perform machine learning using SQL statements in PostgresML.
Bex Tuychiev
March 27, 2024
Introduction to ChatGPT Next Web (NextChat)
Learn everything about a versatile open-source application that uses OpenAI and Google AI APIs to provide you with a better user experience. It's available on desktop and browser and can even be privately deployed.
Abid Ali Awan
March 26, 2024
GPTCache Tutorial: Enhancing Efficiency in LLM Applications
Learn how GPTCache retrieves cached results instead of generating new responses from scratch.
Laiba Siddiqui
March 26, 2024
Estimating The Cost of GPT Using The tiktoken Library in Python
Learn to manage GPT model costs with tiktoken in Python. Explore tokenization, BPE, and estimate OpenAI API expenses efficiently.
Moez Ali
March 26, 2024
Fine Tuning Google Gemma: Enhancing LLMs with Customized Instructions
Learn how to run inference on GPUs/TPUs and fine-tune the latest Gemma 7b-it model on a role-play dataset.
Abid Ali Awan
March 21, 2024