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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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LiteLLM: A Guide With Practical Examples

Learn what LiteLLM is and how to use it for unified API calls to various LLM providers, covering basic API usage, error handling, fallbacks, streaming, structured outputs, and cost tracking.

September 23, 2025

Qwen3-Next: A Guide With Demo Project

Learn how to build a Streamlit app for side-by-side comparison of Qwen3-Next-80B-A3B and other Qwen models, focusing on real-world performance metrics.

September 22, 2025

Roo Code: A Guide With Seven Practical Examples

Learn how to install and use Roo Code, an open-source AI coding assistant, and compare its features and functionalities with Cline.

September 17, 2025

Tabnine: A Guide With Demo Project

Learn how to build an AI image editor using Tabnine and Google's Nano Banana model.

September 17, 2025

LangExtract: A Guide With Practical Examples

Learn to set up and use LangExtract for extracting structured data and relationships from unstructured text, comparing its approach to traditional NLP libraries.

September 15, 2025

GitHub Models: A Guide With Practical Examples

Learn what GitHub Models are and how they enhance productivity by integrating AI capabilities into development workflows.

September 10, 2025

DeepSeek V3.1: A Guide With Demo Project

Learn how to turn any PDF into an interactive research assistant using DeepSeek V3.1 and a Streamlit app.

September 9, 2025

Gemini 2.5 Flash Image (Nano Banana): A Complete Guide With Practical Examples

Learn how to use Google’s Gemini 2.5 Flash Image for professional AI image generation. This step-by-step guide covers setup, prompt engineering, editing workflows, and advanced features.

August 31, 2025

Fine-Tuning GPT-OSS

A step-by-step guide on fine-tuning the OpenAI GPT-OSS 20B model on the medical question and answer dataset for both accuracy and style adoption.

August 26, 2025

OpenRouter: A Guide With Practical Examples

Learn how to use OpenRouter's unified API to access various AI models, implement features like streaming, reasoning tokens, or structured outputs.

August 14, 2025

XBai o4: A Guide With Demo Project

Learn how to build an interactive reasoning demo using MetaStone’s XBai o4 model, covering its reflective generative reasoning.

August 13, 2025

Gemini Deep Think: A Test On 5 Real-World Problems

I tested Google's new Gemini 2.5 Deep Think mode on five real-world problems, ranging from PhD-level questions to business challenges.

August 12, 2025