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Technologies
LLM Tutorials
Keep up to date with the latest news, techniques, and resources for Large Language Models. Our tutorials are full of practical walk throughs & use cases you can use to upskill.
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LangGraph Studio Guide: Installation, Set Up, Use Cases
LangGraph Studio is a visual development environment for LangChain’s LangGraph framework, simplifying the development of complex agentic applications built with LangChain components.
September 17, 2024
OpenAI o1-preview Tutorial: Building a Machine Learning Project
Learn how to use OpenAI o1 to build an end-to-end machine learning project from scratch using just one prompt.
September 15, 2024
Reflection Llama-3.1 70B: Testing & Summary of What We Know
Reflection Llama-3.1 70B, trained with Reflection-Tuning, claims to surpass GPT-4o and Claude 3.5 Sonnet but has faced reproducibility and verification issues so far.
September 8, 2024
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.
September 5, 2024
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.
September 3, 2024
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.
September 2, 2024
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.
September 2, 2024
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.
August 29, 2024
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.
August 28, 2024
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.
August 12, 2024
How to Run Llama 3 Locally With Ollama and GPT4ALL
Run LLaMA 3 locally with GPT4ALL and Ollama, and integrate it into VSCode. Then, build a Q&A retrieval system using Langchain and Chroma DB.
March 21, 2025
Fine-Tuning LLMs: A Guide With Examples
Learn how fine-tuning large language models (LLMs) improves their performance in tasks like language translation, sentiment analysis, and text generation.
December 4, 2024