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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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RAG With Llama 3.1 8B, Ollama, and Langchain: Tutorial
Learn to build a RAG application with Llama 3.1 8B using Ollama and Langchain by setting up the environment, processing documents, creating embeddings, and integrating a retriever.
Ryan Ong
5 сентября 2024 г.
Fine-Tuning SAM 2 on a Custom Dataset: Tutorial
Learn how to fine-tune Meta AI's SAM 2 using the Chest CT Segmentation dataset to improve the model's image segmentation performance in medical image analysis.
Aashi Dutt
3 сентября 2024 г.
Time Series Forecasting With TimeGPT
Learn how to fine-tune TimeGPT, the first foundational model for time series datasets, for forecasting and anomaly detection with just a few lines of code.
Abid Ali Awan
2 сентября 2024 г.
LlaMA-Factory WebUI Beginner's Guide: Fine-Tuning LLMs
Learn how to fine-tune LLMs on custom datasets, evaluate performance, and seamlessly export and serve models using the LLaMA-Factory's low/no-code framework.
Abid Ali Awan
2 сентября 2024 г.
Cursor AI: A Guide With 10 Practical Examples
Learn how to install Cursor AI on Windows, macOS, and Linux, and discover how to use it through 10 different use cases.
François Aubry
9 марта 2026 г.
RankGPT as a Re-Ranking Agent for RAG (Tutorial)
RankGPT is a method that uses LLMs like ChatGPT to re-rank retrieved documents in RAG systems, improving the quality of the output by prioritizing the most relevant information.
Ryan Ong
29 августа 2024 г.
Building LangChain Agents to Automate Tasks in Python
A comprehensive tutorial on building multi-tool LangChain agents to automate tasks in Python using LLMs and chat models using OpenAI.
Bex Tuychiev
28 августа 2024 г.
Variational Autoencoders: How They Work and Why They Matter
Learn the foundational principles, applications, and practical benefits of variational autoencoders and follow a step-by-step implementation with PyTorch.
Kurtis Pykes
13 августа 2024 г.
Apple's DCLM-7B: Setup, Example Usage, Fine-Tuning
Get started with Apple's DCLM-7B large language model and learn how to set it up, use it, and fine-tune it for specific tasks.
Dimitri Didmanidze
12 августа 2024 г.
PyTorch's torchchat Tutorial: Local Setup With Python
Learn how to set up PyTorch’s torchchat locally with Python in this hands-on tutorial, which provides step-by-step guidance and examples.
François Aubry
12 августа 2024 г.
Tiktoken Tutorial: OpenAI's Python Library for Tokenizing Text
Tiktoken is a fast BPE tokenizer developed by OpenAI, primarily used to count tokens for their large language models and ensure efficient text processing within specified limits.
Dimitri Didmanidze
7 августа 2024 г.
DeepChecks Tutorial: Automating Machine Learning Testing
Learn how to perform data and model validation to ensure robust machine learning performance using our step-by-step guide to automating testing with DeepChecks.
Abid Ali Awan
6 августа 2024 г.