What is Large Language Models?

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

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How long does it take to learn Large Language Models?

It depends on your starting point and goals. Beginners can grasp fundamentals in 2–4 weeks with consistent study. DeepCamp organises Large Language Models lessons by level so you can build skills progressively.

Is Large Language Models a good career skill?

Yes — Large Language Models is highly valued across tech, finance, healthcare, education and professional services. DeepCamp helps you build job-ready Large Language Models skills with practical, real-world lessons.

Can beginners learn Large Language Models?

Absolutely. DeepCamp has beginner-friendly Large Language Models lessons that start with core concepts and build up gradually. No prior experience or paid subscription is required.

Large Language Models Lessons — Free Learning

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago

DeepSeek DSpark: The Open-Source AI Breakthrough That Makes LLMs Up to 85% Faster Without…

What is DeepSeek DSpark? How Speculative Decoding Makes DeepSeek Models Dramatically Faster While Keeping the Exact Same Quality Continue reading on CodeToDeplo

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

GLM 5.2 vs Claude: The Ultimate Showdown - Which AI Model Reigns Supreme?

Introduction to the AI Model Showdown The world of artificial intelligence (AI) has witnessed tremendous growth in recent years, with various models being devel

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago

Claude Fable System Prompt Leaked

Best prompting techniques from Claude Fable System Prompt Continue reading on Data Science in Your Pocket »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago

HELMS: Guided and Grounded Knowledge Graphs

PDF - [Human + LLM + Safeguards] -> Verified Knowledge Graph Continue reading on Medium »

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

Stop Copy-Pasting AI Output: How I Forced My LLM to Speak JSON

A few months ago, I was building a little tool to automatically extract event details from support emails. You know the drill: someone writes "Hey, can we sched

Dev.to · duke 🧠 Large Language Models ⚡ AI Lesson 1w ago

Running a Whole RAG Agent Offline: LangGraph + Ollama + Embedded Qdrant (Zero API Keys)

Most RAG tutorials open with "set your OPENAI_API_KEY." This one doesn't need it. In Part 1 I claimed...

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

What Is an LLM Judge?

How vet Uses LLM Judge for Code Review Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago

What Is an LLM Judge?

How vet Uses LLM Judge for Code Review Continue reading on Medium »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

AI Stopped Imitating This Week. It Started Understanding.

A world model that remembers what’s behind you. None of this is science fiction anymore, and most of it is free. Continue reading on Predict »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago

PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization (Y.

PIG：基於梯度迭代上下文優化的大型語言模型隱私越獄攻擊框架 Continue reading on Medium »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

Space, Time, and the World Inside LLMs

Research at MIT found individual neurons that represent time and space. Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago

Space, Time, and the World Inside LLMs

Research at MIT found individual neurons that represent time and space. Continue reading on Medium »

Dev.to · eyanpen 🧠 Large Language Models ⚡ AI Lesson 1w ago

Design Trade-offs: Why Hermes (and Many Popular Agents) Don't Use LangChain / LangGraph

Note: The Hermes repo contains no explicit statement saying "we don't use LangChain because…". This...

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago

What If Your Laptop Could Pay for GPT-4?

The quiet revolution of P2P AI infrastructure — and why it might reshape how we all access models Continue reading on Medium »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

Kindle Highlights Are Not Enough for NotebookLM

If you want an AI tool to understand a book, isolated highlights are only the beginning. Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago

Kindle Highlights Are Not Enough for NotebookLM

If you want an AI tool to understand a book, isolated highlights are only the beginning. Continue reading on Medium »

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 1w ago

Minimax M3 vs M2.7

M3 has been out for ~2 weeks now. Would love to hear feedback from those who have updated to M3 from M2.7. submitted by /u/rm-rf-rm [link] [comments]

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1w ago

The 10,000× Problem Hiding in Every Classical Search Engine

Maximum likelihood ranking has a catastrophic failure mode. The fix is twenty-five years old and modern retrievers keep relearning what it… Continue reading on

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

Ultimate AI resource guide 2026

Ultimate AI resource guide 2026 Key resources in the AI synthesis technology neural space: Bci Als Treatment Manhattan Ks Bci Als Treatment Manhattan Ny <a href

Dev.to · Muhammet ŞAFAK 🧠 Large Language Models ⚡ AI Lesson 1w ago

Caching LLM responses is just content addressing

An LLM review costs money and a few seconds of latency. Reviewing the same diff twice should cost...

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago

Your on-device LLM tests are slow, flaky, and can’t run in CI. Here’s the fix.

llm_replay_eval records on-device inference once, then replays it forever fast, offline, deterministic. Plus an LLM-as-judge that replays… Continue reading on M

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 1w ago

Locally running mode turns an Image into a Cute Controllable Character you can Play as

<img src="https://external-preview.redd.it/ZmF3NGJ2M2EwNGFoMZJG0HZRC-S6kFGiuDKjBR_JRYpJHTS3Zx5XrwxWIzrw.png?width=640&crop=smart&auto=webp&s=ac3c43b

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago

Building a Real-Time Multi-Agent Weather App on Databricks with MCP and Llama 3.3

Five specialist LLM agents, one deterministic supervisor, an MCP tool server, and live weather data — deployed natively on Databricks Apps… Continue reading on

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago

Why Most People Use ChatGPT Wrong (And How to Actually Get Value From It)

I want to start with something a little uncomfortable. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago

Why Commercial Real Estate Documents Break Traditional RAG Pipelines

Part 1 of the series : Building Production Document Intelligence for Commercial Real Estate with LLMs Continue reading on Medium »

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 1w ago

Qwen3.6-27B UD Q3 with kv at q8 is quite amazing for simple proof of concepts

Preface, technology is not my industry, but I am a very passionate poor man. So much so that I discovered 'AI' - ChatGPT in the beginning of 2025. So go easy on

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

Inside MCP Servers: The Protocol Powering the Next Wave of AI Tools

What Model Context Protocol actually is, why it matters beyond developer circles, and how tools like Walter MCP are changing the way AI… Continue reading on Sta

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 1w ago

I tried to break the three most popular RAG frameworks. GPT-5.1 didn’t save them.

I pointed a red-teaming tool at the default setup of LangChain, LlamaIndex, and Haystack, the three frameworks most teams reach for when… Continue reading on Me

Medium · Cybersecurity 🧠 Large Language Models ⚡ AI Lesson 1w ago

One Prompt, Three Flags: Breaking Three TryHackMe AI Labs with Prompt Injection

Rooms Covered: BankGPT • Evil-GPT v2 • HealthGPT Category: AI Security | Prompt Injection | LLM Exploitation Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago

The Deconstruction of the AI Stack: Moving Past the Hype to the Architecture of Enterprise Value

The Deconstruction of the AI Stack: Moving Past the Hype to the Architecture of Enterprise Value Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1w ago

3 Claude Skills Every Data Scientist Needs in 2026

If you don’t want to be left behind, start doing these things with Claude Continue reading on Data Science Collective »

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

AI Daily Digest — June 29, 2026: GPT-5.6 Sol Preview, Google Caps Meta's Gemini, DeepSeek DSpark

<img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazon

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago

El modelo ontológico y el sistema de agentes para el sistema GM LLM.

Segunda parte de la serie sobre MONITOR. Si no leíste la primera parte, empieza ahí — acá cuento cómo evolucionó el sistema desde sus… Continue reading on Mediu

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 1w ago

El modelo ontológico y el sistema de agentes para el sistema GM LLM.

Segunda parte de la serie sobre MONITOR. Si no leíste la primera parte, empieza ahí — acá cuento cómo evolucionó el sistema desde sus… Continue reading on Mediu

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago

The Ontological Model and the Agent System for the GM LLM System

Second part of the series on MONITOR. If you haven’t read the first part, start there — here I explain how the system evolved from its… Continue reading on Medi

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 1w ago

The Ontological Model and the Agent System for the GM LLM System

Second part of the series on MONITOR. If you haven’t read the first part, start there — here I explain how the system evolved from its… Continue reading on Medi

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

Context Engineering: the missing layer between prompts and production AI Systems

Over the last two years, Prompt Engineering became one of the most discussed topics in Artificial Intelligence. Thousands of tutorials… Continue reading on Medi

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 1w ago

LightRAG, hands-on: fast graph-RAG with GPT-5 and Qdrant

LightRAG turns your documents into a knowledge graph and answers questions with a dual-level retrieval paradigm — comprehensive like… Continue reading on Medium

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago

The Missing Control Plane Above vLLM · Waleed Malik

There is a point in every self-hosted LLM project where the demo starts to look finished. Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago

From Prompt to Response: How AI Actually Generates Answers — A Student’s Perspective

Every day, millions of people ask ChatGPT, Claude or Gemini questions… and within seconds these AI systems generate detailed responses… Continue reading on Medi

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

The 7 Claude Code Setup Mistakes That Quietly Break Your Skills and CLAUDE.md

I build Claude Code skills that run in production — an audit-document generator, a lead-finder that isn’t allowed to hallucinate. Most… Continue reading on Medi

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 1w ago

Trying to understand why so many trash fine-tuned models on HuggingFace ...

The majority of these models do not perform even as well as the base model, not even worth wasting the disk space on HuggingFace server, Qwhoppass-27B-Mother-Ul

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1w ago

How to add live prompt versioning to a Next.js app in 5 minutes

Most teams ship LLM features fast and then get stuck. The model works, the demo lands. Then a PM asks to soften one line in the system… Continue reading on Medi

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1w ago

GPT-5.6 vs the Frontier. The Comparison Depends on Which Benchmark You Look At

OpenAI didn’t ship one new model. It shipped three, Sol, Terra, and Luna, and then claimed a state-of-the-art win on the one benchmark it… Continue reading on T

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1w ago

GPT-5.6 vs the Frontier. The Comparison Depends on Which Benchmark You Look At

OpenAI didn’t ship one new model. It shipped three, Sol, Terra, and Luna, and then claimed a state-of-the-art win on the one benchmark it… Continue reading on T

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1w ago

ChatGPT Prompt Engineering for Freelancers: Unlocking the Power of AI for Business Growth

ChatGPT Prompt Engineering for Freelancers: Unlocking the Power of AI for Business Growth As a freelancer, you're constantly looking for ways to optimize your w

Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago

What Really Happens After You Press Enter? Following a Prompt Through the Mind of an LLM

Every answer an LLM gives begins with a prediction — not an understanding. Continue reading on Medium »

Dev.to · Hayk Sargsyan 🧠 Large Language Models ⚡ AI Lesson 1w ago

Pasting Code into AI? Here’s Why Your Legal Team is Sweating

The integration of Large Language Models (LLMs) like OpenAI’s GPT-5, Anthropic’s Claude, and Google’s...