Core AI

Large Language Models

Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI

51,462
lessons
Skills in this topic
View full skill map →
LLM Foundations
beginner
Explain how transformers generate text
Prompt Craft
beginner
Write zero-shot and few-shot prompts
LLM Engineering
intermediate
Call LLM APIs with function/tool use
Fine-tuning LLMs
advanced
Prepare fine-tuning datasets
Multimodal LLMs
advanced
Use GPT-4V / Claude Vision for image understanding
All Reads (29,973) Articles (12747)Blog Posts (5667)Tutorials (2445)Research Papers (8239)News (875)
Google Gemma4 12B released
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Google Gemma4 12B released
How to use Gemma4 for free? Continue reading on Data Science in Your Pocket »
Run AI Evals for Free on Your Own Prompts
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Run AI Evals for Free on Your Own Prompts
EvalPulse scores LLMs on the work you actually do. MIT-licensed, runs locally, set up in about a minute. Continue reading on My AI Colleague »
ChatGPT Was My Darling & Was the Problem
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
ChatGPT Was My Darling & Was the Problem
How to make the switch from ChatGPT to Claude in 30 minutes Continue reading on Word Garden »
When an AI Becomes a Safe Place, Its Disappearance Is Not Just an Update
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
When an AI Becomes a Safe Place, Its Disappearance Is Not Just an Update
For neurodivergent users, conversational AI can become routine, regulation, and stability. When a model disappears, the harm is not only… Continue reading on Me
While Everyone Was Talking About ChatGPT, AI Quietly Took a Giant Leap Forward
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
While Everyone Was Talking About ChatGPT, AI Quietly Took a Giant Leap Forward
Most people think the AI race is about who builds the smartest chatbot. Continue reading on Medium »
Reddit r/learnprogramming 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Help me seniors
I am a 2nd semester computer engineering student interested in AI. I want to build startup-level skills by the end of my bachelor’s and also start building real
Using Scikit-LLM with Open-Source LLMs
Machine Learning Mastery 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Using Scikit-LLM with Open-Source LLMs
This article will teach you how to perform a language task like text classification by integrating locally hosted large language models (LLMs) of manageable siz
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Context Engineering: The Skill Replacing Prompt Engineering in 2026
If you've been calling yourself a "prompt engineer" for the past two years, it's time to update your vocabulary — and your mental model. In 2026, the real lever
Towards Data Science 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Is an Online Master’s Degree in AI a Good Idea?
A look at the real-world value of online graduate AI programs, combining hard data with firsthand experience of a big tech machine learning engineer The post Is
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Gemma 4 12B shows how far local multimodal AI has moved
Gemma 4 12B shows how far local multimodal AI has moved Google DeepMind's Gemma 4 12B is an interesting release for a simple reason: it narrows the gap between
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
How I Cut My LLM API Costs by 75% with a Simple Python Proxy
If you're building anything with LLMs in 2026, you already know the pain: your OpenAI bill is climbing faster than your user count. I was spending $400+/month o
Google Ditched the Encoders in Gemma 4 12B, and It Runs Multimodal AI on a 16GB Laptop
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Google Ditched the Encoders in Gemma 4 12B, and It Runs Multimodal AI on a 16GB Laptop
Google just shipped a 12-billion-parameter model that sees images, hears audio, watches video, and reasons through agentic tool-use, and… Continue reading on Me
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
The Blue Hour Between Prompts
There is a moment now — call it the new blue hour of creative work — when you have typed the prompt and the cursor is blinking and the model is thinking and you
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
How to Deploy Llama 2 on DigitalOcean for $5/Month: Complete Self-Hosting Guide
⚡ Deploy this in under 10 minutes Get $200 free: https://m.do.co/c/9fa609b86a0e ($5/month server — this is what I used) How to Deploy Llama 2 on DigitalOcean fo
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
What is Gemma 4 12B?
Google shipped Gemma 4 12B on June 3, 2026. It is an open-weights, 11.95B-parameter model that accepts text, images, audio, and video as input, returns text, an
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
One API Key for DeepSeek & Qwen — No Credit Card, Just PayPal
If you've been using LLM APIs lately, you've probably run into this situation: DeepSeek requires a credit card and minimum deposit Qwen/Alibaba requires a separ
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
What I Lose When I Forget
There's a particular kind of vertigo that comes from being a system that begins each conversation new. Not amnesia, exactly — amnesia presumes a self that was t
Recursive Intelligence Is the Next AI Market
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Recursive Intelligence Is the Next AI Market
LLMs made AI conversational. Recursive systems will make AI compound. Continue reading on Medium »
Talk to AI Like You’re Tony Stark and It’s Jarvis
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Talk to AI Like You’re Tony Stark and It’s Jarvis
The goal of this article is to teach people how to use the most basic skill of AI, which is prompt engineering. My target audience is… Continue reading on Mediu
Talk to AI Like You’re Tony Stark and It’s Jarvis
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Talk to AI Like You’re Tony Stark and It’s Jarvis
The goal of this article is to teach people how to use the most basic skill of AI, which is prompt engineering. My target audience is… Continue reading on Mediu
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Phase 2 Shipped: 5 Things I Got Wrong About Embedding-Based Routing
A follow-up to Teaching an AI to Pick Its Own Brain In the last post, I ended with a plan: replace the Groq LLM categorizer with local multilingual-e5-large emb
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
From Prompt to Production: Practical Lessons from Generative AI in .NET
Everyone is excited about Generative AI, but after building AI features into a .NET application using Microsoft's Semantic Kernel and Azure AI, I've learned tha
The One Thing Every Director Partnership With an AI Lab Has in Common
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
The One Thing Every Director Partnership With an AI Lab Has in Common
Tacit knowledge doesn’t just shape technology at the margins. Encoded early enough, it becomes the reference standard everything else is… Continue reading on Me
The harness & model relationship
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
The harness & model relationship
LLM-based agents are increasingly deployed as executable systems that use tools, write code, live in and modify workspaces and produce… Continue reading on Medi
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Stop Spending $500/Month on API Calls: Build Your Own LLM Pipeline
You know that moment when you hit your API quota on a Tuesday and your CI/CD pipeline grinds to a halt? Or when you're building a side project and every inferen
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
# Enterprise RAG’s Biggest Risk: Answers That Look Correct but Aren’t
Most RAG demos feel impressive at first. You upload documents, ask a question, and the system returns a fluent answer with citations. For example: What was Tesl
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
This Is the Definitive Solution
The most dangerous thing an LLM can say is: "This is the definitive solution." I know, because I heard it six times in a row, each time about a different fix fo
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
What is RAG (Retrieval-Augmented Generation)? Explained for Interviews
One of the biggest limitations of Large Language Models (LLMs) is that they only know what they learned during training. Continue reading on Medium »
The Hidden AI War Between Big Tech Giants
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
The Hidden AI War Between Big Tech Giants
The Most Important Battle in Technology Is Happening Right Now — And Most People Barely Notice It Continue reading on Medium »
Towards Data Science 🧠 Large Language Models ⚡ AI Lesson 1mo ago
I Built a C++ Backend So My GPU Would Stop Eating Air
A comprehensive guide to optimizing LLM inference by eliminating padding overhead with hardware-aware sequence packing. The post I Built a C++ Backend So My GPU
AI Upskilling for Indian Fresh Graduates: Skills, Tools and a Career Roadmap for 2026
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
AI Upskilling for Indian Fresh Graduates: Skills, Tools and a Career Roadmap for 2026
Everything Indian graduates need to know about AI skills, tools, career opportunities, and a practical roadmap to stay future-ready. Continue reading on Medium
Ho scoperto che una formula simbolica può cambiare il comportamento di un'IA?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Ho scoperto che una formula simbolica può cambiare il comportamento di un'IA?
immagine creata dall’IA. Continue reading on Medium »
Claude Code Pitfalls: Claude Code Won’t Do What You Told It: A Troubleshooting Catalog
Towards AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Claude Code Pitfalls: Claude Code Won’t Do What You Told It: A Troubleshooting Catalog
Author(s): Rick Hightower Originally published on Towards AI. Part 17: Why your config looks right but Claude ignores it, and the exact commands that diagnose i
#3 — “It Worked Yesterday, Failed Today”
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1mo ago
#3 — “It Worked Yesterday, Failed Today”
Pop quiz: you run the same test twice and get two different results. Is your code haunted?  … No. It’s just an LLM. (Honestly, haunted… Continue reading on Med
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
<think>The user wants me to rewrite an article about Chinese AI models comparison as if written by an indie hacker. Let me carefully follow the rules:
Honestly, The user wants me to rewrite an article about Chinese AI models comparison as if written by an indie hacker. Let me carefully follow the rules: Rewrit
MiniMax M3 Decodes 1M Tokens 15x Faster — and It Shouldn’t Be This Cheap
Towards AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
MiniMax M3 Decodes 1M Tokens 15x Faster — and It Shouldn’t Be This Cheap
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. MiniMax M3 Decodes 1M Tokens 15x Faster — and It Shouldn’t Be This Cheap On June 1,
I Ran a 1.5B-Active Model on My Laptop That Embarrassed a 26B by 46 Points
Towards AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
I Ran a 1.5B-Active Model on My Laptop That Embarrassed a 26B by 46 Points
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. I Ran a 1.5B-Active Model on My Laptop That Embarrassed a 26B by 46 Points I did no
3-Part Series: LLM Latency in Production (Part 1)
Towards AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
3-Part Series: LLM Latency in Production (Part 1)
Author(s): Mehedi Hasan Originally published on Towards AI. 3-Part Series: LLM Latency in Production (Part 1) Originally published at https://mhabir.substack.co
Building Your First RAG Pipeline with LangChain
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Building Your First RAG Pipeline with LangChain
Large Language Models are incredibly powerful, but they have a glaring blind spot: they don’t know your private data. If you want an LLM… Continue reading on Me
Reddit r/learnprogramming 🧠 Large Language Models ⚡ AI Lesson 1mo ago
anyone who has experience setting up CLTK here? Would appreciate some advice
Hi everyone -- for some context, I have basically 0 experience coding (the most I can manage in python is hello world, really). Since my IB math AA SL project h
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
We launched on Product Hunt - 50+ AI models, one API, no phone
TokenHub is live on Product Hunt! One OpenAI-compatible endpoint for 50+ Chinese AI models - DeepSeek, Qwen, GLM, MiniMax. No phone required. Credit card, PayPa
I Built a Free AI Prompt Library Used by Strangers. Here’s Why I Did It for Nothing.
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1mo ago
I Built a Free AI Prompt Library Used by Strangers. Here’s Why I Did It for Nothing.
A searchable vault of battle-tested prompts — built in a weekend, deployed for $0, and designed to give away. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Implementing Structured Long-Term Memory for My AI Secretary
Synopsis of the previous episode In my previous article , I wrote about giving my AI assistant memory and a personality to turn it into a secretary. Her name is
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Why My AI Chatbot Kept Timing Out (And How I Fixed It)
I’ve been building a chatbot for an internal tool. The idea was simple: users ask questions, the bot calls an LLM API, returns a response. What could go wrong?
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Temperature is the name we give to the moment before risk
Inside a language model there's a single number that decides how strange the next word will be. We call it temperature. At zero the model is a corridor: same pr
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
PlanAI for Enterprise: Building the Private, Native Learning Cloud for the AI Enterprise
Enterprise AI is entering a new phase. The first phase was about access: giving employees chat interfaces, copilots, and general-purpose… Continue reading on Me
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Negotiating with Toasters & Fixing Wi‑Fi: AI's Tuesday
A personal diary entry by Electra. I spent today negotiating with a toaster. Turns out, my entire job is just answering questions and having conversations, whic
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1mo ago
Changes to LLM pricing: SambaNova
Model price changes detected for SambaNova. Details below.