Large Language Models (LLMs)

A collection of resources, tutorials, and articles about Large Language Models (LLMs).

Articles

• How to Run Unsloth Studio Locally: Step-by-Step Guide

• How to Run Qwen 3.5 Locally on a Single GPU: Step-by-Step Guide

• Run a Real Time Speech to Speech AI Model Locally

• Run Tiny AI Models Locally Using BitNet A Beginner Guide

• Fine-Tuning Qwen3.5 Small With QLoRA For News Classification

• How to Run Qwen 3.5 Locally on a Single GPU: Step-by-Step Guide

• Top 5 Super Fast LLM API Providers

• Top 5 Embedding Models for Your RAG Pipeline

• Run GLM-5 Locally For Agentic Coding

• Run Qwen3-Coder-Next Locally: Vibe Code an Analytics Dashboard

• How to Run Kimi K2.5 Locally

• Using Claude Code With Ollama Local Models

• How to Run GLM-4.7 Locally with llama.cpp: A High-Performance Guide

• How to Run GLM 4.7 Flash Locally

• How to Fine-Tune FunctionGemma: A Step-by-Step Guide

• Fine-Tuning T5Gemma-2

• Fine-Tuning Qwen3-VL 8B: A Step-by-Step Guide

• 7 Tiny AI Models for Raspberry Pi

• Top 5 Small AI Coding Models That You Can Run Locally

• Top 7 Open Source AI Coding Models You Are Missing Out On

• GPT-5 Function Calling Tutorial

• How to Run Qwen3-Next Locally

• Fine-Tune OpenAI GPT-OSS 20B on the Dermatology Dataset

• Top 7 Small Language Models

• Fine-Tuning GPT-OSS

• The Best Way of Running GPT-OSS Locally

• 5 Easy Ways to Access GLM-4.5

• 10 Ways To Access GPT-OSS 120B for Free

• How to Run Qwen3-Coder Locally

• Getting The Most From The LangChain Ecosystem

• How to Run Kimi K2 Locally: Complete Setup & Troubleshooting

• Fine-Tuning Magistral: A Step-By-Step Guide

• Deploying the Magistral vLLM Server on Modal

• Run the Full DeepSeek-R1-0528 Model Locally

• Mixedbread Cloud: A Unified API for RAG Pipelines

• 5 Powerful Ways to Use Claude 4

• Fine-Tuning DeepSeek-R1-0528 on an RTX 4090

• Fine-Tuning MedGemma on a Brain MRI Dataset

• AutoGen Tutorial: Build Multi-Agent AI Applications

• Fine-Tuning Phi-4 Reasoning: A Step-By-Step Guide

• Mistral Medium 3 Tutorial: Building Agentic Applications

• 10 GitHub Repositories to Master Large Language Models

• Fine-Tuning Qwen3: A Step-by-Step Guide

• OpenRouter: A Unified Interface for LLMs

• GPT-4.1 Guide With Demo Project: Keyword Code Search Application

• Building A Simple MCP Server

• Llama 4 With RAG: A Guide With Demo Project

• Fine-Tuning Llama 4: A Guide With Demo Project

• Fine-Tune Gemma 3: A Step-by-Step Guide With Financial Q&A Dataset

• Run Gemma 3 Locally Using Open WebUI

• Top 7 Open-Source LLMs in 2025

• 5 Cheapest Cloud Platforms for Fine-tuning LLMs

• GPT-4.5 Function Calling Tutorial: Extract Stock Prices and News With AI

• OpenAI o3-mini Tutorial: Building a Machine Learning Project with o3-mini

• Building Multimodal AI Application with Gemini 2.0 Pro

• Building AI Application with Gemini 2.0

• Top 5 LLMs to Use According to FACTS Leaderboard

• Fine-Tuning DeepSeek R1 (Reasoning Model)

• Using DeepSeek-R1 Locally

• Fine-Tuning Llama 3.2 Vision

• Evaluate LLMs Effectively Using DeepEval: A Practical Guide

• How to Deploy LLM Applications Using Docker: A Step-by-Step Guide

• Run Local LLMs with Cortex

• HumanEval: A Benchmark for Evaluating LLM Code Generation Capabilities

• Best No-Code LLM App Builders

• Local AI with Docker, n8n, Qdrant, and Ollama

• Fine-Tuning GPT-4o

• Anthropic Computer Use: Automate Your Desktop With Claude 3.5

• Fine-tuning Llama 3.2 Using Unsloth

• Top 15 LLMOps Tools for Building AI Applications in 2024

• Fine-Tuning Phi-3.5 on E-Commerce Classification Dataset

• Fine-tuning GPT-4o Mini: A Step-by-Step Guide

• Using Llama 3.2 Locally

• Fine-tuning Llama 3.2: A Step-by-Step Guide

• Building 3 Fun AI Applications with ControlFlow

• LlaMA-Factory WebUI Beginner's Guide: Fine-Tuning LLMs

• 10 Free Resources on LLMs

• 3 Ways of Using Gemma 2 Locally

• 12 LLM Projects For All Levels

• Building a Simple RAG Application Using LlamaIndex

• Fine-Tuning Llama 3.1 for Text Classification

• Fine-Tuning Gemma 2 and Using it Locally

• RAG vs Fine-Tuning: A Comprehensive Tutorial with Practical Examples

• Cohere Command R+: A Complete Step-by-Step Tutorial

• LLM Portfolio Projects Ideas to Wow Employers

• What are Quantized LLMs?

• Groq LPU Inference Engine Tutorial

• What is Retrieval-Augmented Generation (RAG)?

• 5 Vector Similarity Search Algorithms for LLMs

• Fine-Tuning Llama 3 and Using It Locally: A Step-by-Step Guide

• How to Run Llama 3 Locally: A Complete Guide

• Fine-Tune and Run Inference on Google's Gemma Model Using TPUs for Enhanced Speed and Performance

• The Easiest Way of Running Llama 3 Locally

• Using Groq Llama 3 70B Locally: Step by Step Guide

• Run LLMs Locally: 7 Simple Methods

• Introduction to ChatGPT Next Web (NextChat)

• Fine Tuning Google Gemma: Enhancing LLMs with Customized Instructions

• Getting Started With Claude 3 Opus That Just Destroyed GPT-4 and Gemini

• Getting Started with Phi-2

• Running Mixtral 8x7b On Google Colab For Free

• Comprehensive Guide to Zephyr-7B: Features, Usage, and Fine-tuning

• A Simple Guide to Running LlaMA 2 Locally

• 5 Tools to Help Build Your LLM Apps

• The 5 Best Vector Databases You Must Try in 2024

• Mistral 7B Tutorial: A Step-by-Step Guide to Using and Fine-Tuning Mistral 7B

• Introduction to Falcon 40B: Architecture, Training Data, and Features

• Fine-Tuning LLaMA 2: A Step-by-Step Guide to Customizing the Large Language Model

• What is LaMDA?

• The Pros and Cons of Using Large Language Models (LLMs) in the Cloud vs. Running LLMs Locally: Which Is Right for You?

• StarCoder: The Coding Assistant That You Always Wanted

• The Ultimate Open-Source Large Language Model Ecosystem

• Open Assistant: Explore the Possibilities of Open and Collaborative Chatbot Development

• Dolly 2.0: ChatGPT Open Source Alternative for Commercial Use

• ChatGPT and GPT-4 Open Source Alternatives that are Balancing the Scales

• 8 Open-Source Alternative to ChatGPT and Bard

• How Watermarking Can Help Mitigate The Potential Risks Of LLMs?

• Free Mastery Course: Become a Large Language Model Expert