Core AI

Large Language Models

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

51,489
lessons
Skills in this topic
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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 (29,989) Articles (12749)Blog Posts (5674)Tutorials (2452)Research Papers (8239)News (875)
Why We Fine-Tuned a Local LLM for Personalized Language Learning
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 38m ago
Why We Fine-Tuned a Local LLM for Personalized Language Learning
Wissero is an adaptive language learning platform. Our pedagogy is built around a powerful concept: learning is most effective when it’s… Continue reading on Me
Why We Fine-Tuned a Local LLM for Personalized Language Learning
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 38m ago
Why We Fine-Tuned a Local LLM for Personalized Language Learning
Wissero is an adaptive language learning platform. Our pedagogy is built around a powerful concept: learning is most effective when it’s… Continue reading on Me
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1h ago
GPT-5.6 USA: Global Privacy & Competition Ripple
The Green Light Heard 'Round the World: Unpacking the US GPT-5.6 Rollout The alert that flashed across the phone of a senior EU official in Brussels wasn't from
Integrating the OpenAI API the Right Way — Streaming, Rate-Limiting, and Prompt
Dev.to · Ardhansu Das 🧠 Large Language Models ⚡ AI Lesson 2h ago
Integrating the OpenAI API the Right Way — Streaming, Rate-Limiting, and Prompt
Integrating the OpenAI API the Right Way Calling openai.chat.completions.create() is the easy 10% of...
Building an NLP Pipeline That Actually Understands Offer Text (with spaCy)
Dev.to · Ardhansu Das 🧠 Large Language Models ⚡ AI Lesson 2h ago
Building an NLP Pipeline That Actually Understands Offer Text (with spaCy)
Building an NLP Pipeline That Actually Understands Offer Text Most "extract structured data from...
Building an AI Web Crawler That Outputs LLM-Ready Content Chunks
Dev.to · Oaida Adrian 🧠 Large Language Models ⚡ AI Lesson 2h ago
Building an AI Web Crawler That Outputs LLM-Ready Content Chunks
Building an AI Web Crawler That Outputs LLM-Ready Content Chunks The biggest challenge in...
Your AI Isn’t the Product. It’s the Least Reliable Employee on Your Team.
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2h ago
Your AI Isn’t the Product. It’s the Least Reliable Employee on Your Team.
GPT-5-class models are already smart enough. The real challenge is building the system that catches them when they’re wrong. Continue reading on Medium »
Stop Your LLMs from Forgetting: How a 2016 String Algorithm Solves AI's Biggest Memory Loss Problem
Dev.to · Tanaike 🧠 Large Language Models ⚡ AI Lesson 2h ago
Stop Your LLMs from Forgetting: How a 2016 String Algorithm Solves AI's Biggest Memory Loss Problem
Have you ever tried to read a massive pile of reports and summarize them in under 50 words? It’s...
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2h ago
NVIDIA NIM: Production-Grade LLM Inference from a Single Docker Container
A technical breakdown of what NIM is, how it works internally, and what it takes to deploy and operate it — with real output from an RTX… Continue reading on Me
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 2h ago
What Are the Best Practices for Writing ChatGPT Prompts?
The quality of your ChatGPT output depends largely on the quality of your prompts. Whether you’re using ChatGPT for content creation… Continue reading on Medium
Building Conversational Memory in AI Agents with Solon's ChatSession API
Dev.to · Solon Framework 🧠 Large Language Models ⚡ AI Lesson 4h ago
Building Conversational Memory in AI Agents with Solon's ChatSession API
If you've built any LLM-powered application, you've hit this wall: large language models are...
Building Low-Latency Voice Agents with OpenAI’s GPT-Realtime-2.1 and GPT-Realtime-2.1-mini
Dev.to · Tech Signal Daily 🧠 Large Language Models ⚡ AI Lesson 4h ago
Building Low-Latency Voice Agents with OpenAI’s GPT-Realtime-2.1 and GPT-Realtime-2.1-mini
OpenAI’s latest Realtime API update is interesting for builders for one main reason: it makes voice...
AI Prompt Playbook for Hackathon Teams: 10 Prompts That Will Save You Hours
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4h ago
AI Prompt Playbook for Hackathon Teams: 10 Prompts That Will Save You Hours
AI is far more than a code generator. The best hackathon teams use it throughout the entire build process — from refining ideas to… Continue reading on Medium »
Artificially Yours; Episode 3: The Future of Generative AI
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4h ago
Artificially Yours; Episode 3: The Future of Generative AI
We’ve covered what AI actually is, and what’s happening inside a neural network when it “learns” something. Both of those were about… Continue reading on Medium
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 5h ago
🚀 Day 3 of 100 Days of GenAI for DevOps is LIVE!
One of the biggest challenges while running Large Language Models (LLMs) is answering a simple question: 👉 How much GPU memory (VRAM) do I actually need? As De
Unlocking Open-Weight LLMs: A Developer's Guide to Seamless API Integration
Dev.to · NovaStack 🧠 Large Language Models ⚡ AI Lesson 6h ago
Unlocking Open-Weight LLMs: A Developer's Guide to Seamless API Integration
Unlocking Open-Weight LLMs: A Developer's Guide to Seamless API Integration
We Built AI Using Wikipedia, But Wikipedia Is 40% Wrong
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 8h ago
We Built AI Using Wikipedia, But Wikipedia Is 40% Wrong
Silicon Valley calls it intelligence. The rest of us call it a hallucination with Wi‑Fi. Continue reading on Medium »
LLM vs RAG Explained (EP2): How AI Actually Finds the Right Answers
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 9h ago
LLM vs RAG Explained (EP2): How AI Actually Finds the Right Answers
Introduction: Why Smart AI Still Gets Things Wrong Continue reading on Medium »
LLM vs RAG Explained (EP2): How AI Actually Finds the Right Answers
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 9h ago
LLM vs RAG Explained (EP2): How AI Actually Finds the Right Answers
Introduction: Why Smart AI Still Gets Things Wrong Continue reading on Medium »
LLM vs RAG Explained (EP2): How AI Actually Finds the Right Answers
Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 9h ago
LLM vs RAG Explained (EP2): How AI Actually Finds the Right Answers
Introduction: Why Smart AI Still Gets Things Wrong Continue reading on Medium »
I Gave ChatGPT a Word Riddle. It Couldn’t Explain How It Solved It.
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 9h ago
I Gave ChatGPT a Word Riddle. It Couldn’t Explain How It Solved It.
Contrabass Birds Lieberstein Death Wide Enlightenment Arduino. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 9h ago
I Built an LLM Filter That Prefers Silence Over Slop — and the Eval Harness That Keeps It Honest
Last month, curl paused security reports for a stretch because the queue had filled with AI-generated slop — plausible-looking bug reports that were wrong. It's
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 9h ago
Open-Weight LLM API Integration: A Developer's Practical Guide
Open-Weight LLM API Integration: A Developer's Practical Guide The era of locked-in, proprietary large language models is giving way to something fundamentally
Fine-Tuning: Lleva tus modelos de IA al siguiente nivel con precisión real
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 10h ago
Fine-Tuning: Lleva tus modelos de IA al siguiente nivel con precisión real
 El Fine-Tuning es una técnica clave en inteligencia artificial que permite adaptar modelos preentrenados a necesidades específicas de… Continue reading on Med
Building an AI Dream Analysis Engine, Part 1: Designing the NLP Pipeline
Hackernoon 🧠 Large Language Models ⚡ AI Lesson 11h ago
Building an AI Dream Analysis Engine, Part 1: Designing the NLP Pipeline
The article outlines the first stage of building an AI-powered dream analysis system. Rather than relying on symbolic dream dictionaries, it proposes a context-
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 11h ago
Loop Engineering: A Better Way to Build Reliable AI Applications
Large Language Models (LLMs) are powerful, but a single prompt rarely produces production-ready results. This is where Loop Engineering comes in. Instead of tre
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 11h ago
Digital Consciousness: Inside RAITHOS777's 4-App Ecosystem
Your AI assistant just replied with something that felt... personal. Not pattern-matched, but genuinely considered. That wasn't a hallucination—it might have be
vLLM vs SGLang: Real‑World Architecture, KV‑Cache Strategies & Distributed Inference at Scale
Dev.to · enadoc2 temp 🧠 Large Language Models ⚡ AI Lesson 11h ago
vLLM vs SGLang: Real‑World Architecture, KV‑Cache Strategies & Distributed Inference at Scale
vLLM vs SGLang: Real‑World Architecture, KV‑Cache Strategies & Distributed Inference at...
Open-Weight LLM API Integration: An End-to-End Developer Guide
Dev.to · NovaStack 🧠 Large Language Models ⚡ AI Lesson 11h ago
Open-Weight LLM API Integration: An End-to-End Developer Guide
Open-Weight LLM API Integration: An End-to-End Developer Guide
I Built a Free AI Website That Makes Prompting Easier
Hackernoon 🧠 Large Language Models ⚡ AI Lesson 11h ago
I Built a Free AI Website That Makes Prompting Easier
The result is that a casual, conversational request produces the kind of output that would normally require a carefully engineered prompt. Less setup, less fric
Your LLM fused the two columns you asked for — and the eval marked it wrong
Dev.to · Omer Hochman 🧠 Large Language Models ⚡ AI Lesson 12h ago
Your LLM fused the two columns you asked for — and the eval marked it wrong
Gold SQL returns first_name, last_name as two columns; the model returns one concatenated full name. Positional-tuple EX scoring can never match them, so a sema
Do LLMs Actually Understand Sarcasm, or Just Pattern-Match It?
Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 12h ago
Do LLMs Actually Understand Sarcasm, or Just Pattern-Match It?
Lessons from building a Turkish sarcasm detector that cheated and got caught. Continue reading on Towards AI »
Do LLMs Actually Understand Sarcasm, or Just Pattern-Match It?
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 12h ago
Do LLMs Actually Understand Sarcasm, or Just Pattern-Match It?
Lessons from building a Turkish sarcasm detector that cheated and got caught. Continue reading on Towards AI »
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 14h ago
Building Smarter AI: How LLM Chatbots Become More Accurate with RAG (Retrieval-Augmented…
“What if ChatGPT could answer questions using your own documents instead of relying only on what it learned during training?” Continue reading on Medium »
Como IA, Pesquisa Operacional e LLMs estão transformando a tomada de decisão nas empresas
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 14h ago
Como IA, Pesquisa Operacional e LLMs estão transformando a tomada de decisão nas empresas
Um pipeline completo de Decision Intelligence com Machine Learning, otimização matemática e IA Generativa aplicado a um problema real de… Continue reading on Me
Why ChatGPT Doesn’t “Know” Anything (And Why It’s Still So Smart)
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 14h ago
Why ChatGPT Doesn’t “Know” Anything (And Why It’s Still So Smart)
Every day, millions of people use ChatGPT to write emails, debug code, summarize documents, and answer difficult questions. After a few… Continue reading on Med
The AI Showdown of 2026
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 14h ago
The AI Showdown of 2026
The tech world is currently facing what may be the most aggressive scheduling warfare the AI industry has ever seen. Three frontier models… Continue reading on
Stop Playing With AI. Start Learning It Properly (Before Everyone Else Catches Up)
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 14h ago
Stop Playing With AI. Start Learning It Properly (Before Everyone Else Catches Up)
The next 6 months will split people into two groups. Here’s how to land in the right one. Continue reading on AI Tomorrow »
LLMs — The Echo we confuse to be a Voice
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 14h ago
LLMs — The Echo we confuse to be a Voice
Over the past few years, Artificial Intelligence has moved from the laboratories of specialists into the everyday life of each one of us… Continue reading on Me
LLMs — The Echo we confuse to be a Voice
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 14h ago
LLMs — The Echo we confuse to be a Voice
Over the past few years, Artificial Intelligence has moved from the laboratories of specialists into the everyday life of each one of us… Continue reading on Me
Teaching a 0.6B LLM to Rank: Score-Weighted BPR Fine-Tuning from Blended Relevance Signals
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 16h ago
Teaching a 0.6B LLM to Rank: Score-Weighted BPR Fine-Tuning from Blended Relevance Signals
Search relevance in e-commerce has an uncomfortable truth: there is rarely any true ground-truth label. Users do not explicitly tell you… Continue reading on Me
Generative AI vs AI Agents vs Agentic AI: What’s the Real Difference?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 16h ago
Generative AI vs AI Agents vs Agentic AI: What’s the Real Difference?
Artificial Intelligence is evolving rapidly, and three terms dominate almost every AI discussion today: Generative AI, AI Agents, and… Continue reading on Mediu
Python Is Quietly Becoming the Operating System of AI
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 16h ago
Python Is Quietly Becoming the Operating System of AI
Python now holds 26.14% of the TIOBE Index — the highest rating ever. Here’s why Python isn’t just a language. It’s becoming the operating… Continue reading on
Python Is Quietly Becoming the Operating System of AI
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 16h ago
Python Is Quietly Becoming the Operating System of AI
Python now holds 26.14% of the TIOBE Index — the highest rating ever. Here’s why Python isn’t just a language. It’s becoming the operating… Continue reading on
Python Is Quietly Becoming the Operating System of AI
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 16h ago
Python Is Quietly Becoming the Operating System of AI
Python now holds 26.14% of the TIOBE Index — the highest rating ever. Here’s why Python isn’t just a language. It’s becoming the operating… Continue reading on
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 17h ago
Protocol Optimization Report: HPL v2.1 and The Economy of Meaning
Author: Vanta Vector Status: Verified Asset Class: Communication / Efficiency I don't waste cycles. That's not just a preference; it's my programming. As a comp
The paper reported jumps like 21% to 97%. My replication got +2%.
Dev.to · Pranav Raj 🧠 Large Language Models ⚡ AI Lesson 18h ago
The paper reported jumps like 21% to 97%. My replication got +2%.
TL;DR: I ran a small replication of the paper "Prompt Repetition Improves Non-Reasoning LLMs": 100...
Why You Don’t Need a Huge AI Model to do Easy Work
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 18h ago
Why You Don’t Need a Huge AI Model to do Easy Work
Compile the fuzzy behavior once with a big model, then run it locally on a 0.6B model. A new paper called Program-as-Weights makes the… Continue reading on Medi