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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.
An Introduction to the Mamba LLM Architecture: A New Paradigm in Machine Learning
Discover the power of Mamba LLM, a transformative architecture from leading universities, redefining sequence processing in AI.
Kurtis Pykes
March 7, 2024
Semantic Search with Pinecone and OpenAI
A step-by-step guide to building semantic search applications using OpenAI and Pinecone in Python.
Moez Ali
February 28, 2024
Building Intelligent Applications with Pinecone Canopy: A Beginner's Guide
Explore using Canopy as an open-source Retrieval Augmented Generation (RAG) framework and context built on top of the Pinecone vector database.
Kurtis Pykes
February 23, 2024
An Introduction to Debugging And Testing LLMs in LangSmith
Discover how LangSmith optimizes LLM testing and debugging for AI applications. Enhance quality assurance and streamline development with real-world examples.
Bex Tuychiev
February 16, 2024
Salesforce XGen-7B: A Step-by-Step Tutorial on Using And Fine-Tuning XGen-7B
Most open-source LLMs have one huge drawback - short context length. Since context length is essentially the “memory” of LLMs, this issue needs to be addressed urgently. That’s exactly what Salesforce XGen 7B LLM does - provide an impressive 8k context length. This article is a tutorial on how to use and fine-tune it.
Bex Tuychiev
February 15, 2024
An Introductory Guide to Fine-Tuning LLMs
Fine-tuning Large Language Models (LLMs) has revolutionized Natural Language Processing (NLP), offering unprecedented capabilities in tasks like language translation, sentiment analysis, and text generation. This transformative approach leverages pre-trained models like GPT-2, enhancing their performance on specific domains through the fine-tuning process.
Josep Ferrer
February 14, 2024
An Introduction to LMQL: The Bridge Between SQL and Large Language Models
Discover everything you need to know about LMQL, short for Language Models Query Language, an innovative programming language for LLMs.
Kurtis Pykes
February 8, 2024
An End-to-End ML Model Monitoring Workflow with NannyML in Python
Learn an end-to-end workflow to monitor any model in your Jupyter notebook in production environments.
Bex Tuychiev
February 8, 2024
A Deep Dive into the Phi-2 Model
Understanding the Phi-2 model and learning how to access and fine-tune it using the role-play dataset.
Abid Ali Awan
February 2, 2024
How to Build a Chatbot Using the OpenAI API & Pinecone
Step-by-step guide for building LLM-powered Chatbot on your own custom data, leveraging RAG techniques using OpenAI and Pinecone in Python.
Moez Ali
January 31, 2024
What is Google Gemini? Everything You Need To Know About Google’s ChatGPT Rival
Gemini defines a family of multimodal LLMs capable of understanding texts, images, videos, and audio. It’s also said to be capable of performing complex tasks in math and physics, as well as being able to generate high-quality code in several programming languages.
Kurtis Pykes
January 30, 2024
A Comprehensive Guide to Databricks Lakehouse AI For Data Scientists
This tutorial dives into the Databricks approach to AI & Machine Learning in the Databricks Lakehouse and introduces its latest features.
Arunn Thevapalan
January 30, 2024