What is Large Language Models?

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

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DeepCamp offers 44,599 free curated Large Language Models lessons — from beginner-friendly introductions to advanced tutorials — all in one place, no account required.

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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 · AI 🧠 Large Language Models ⚡ AI Lesson 2h ago

LLM Tokens Explained: Cost, Memory, Speed and Context Windows

We see “Token Limit Exceeded.” Now lets learn what tokens actually are, why different LLMs count them differently, and how they impact our… Continue reading on

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2h ago

5 Best Time-Aware Memory Layers for Long-Term AI Agents (2026 Guide)

Moving from stateless LLM interactions to long-horizon autonomous agents has exposed some serious cracks in standard RAG architectures. Continue reading on Medi

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2h ago

5 Best Time-Aware Memory Layers for Long-Term AI Agents (2026 Guide)

Moving from stateless LLM interactions to long-horizon autonomous agents has exposed some serious cracks in standard RAG architectures. Continue reading on Medi

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 2h ago

Arquitetura Cognitiva de Baixa Latência: Padrão RAG com Cache

A adoção corporativa de Inteligência Artificial Generativa enfrenta dois gargalos arquitetônicos implacáveis: latência não determinística… Continue reading on M

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2h ago

LLM Cost Optimization: Cutting Inference Bills Without Killing Quality

You can cut your LLM API spend by 50 to 90% without switching models or degrading output quality. The techniques exist, the docs are public, and most teams are

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3h ago

Unlocking Efficient LLM Model Compression: Best Practices and Techniques

Large language models keep growing, but deployment budgets and latency budgets do not. Model compression bridges the gap by shrinking weights, reducing memory b

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 3h ago

I Wanted to Move My Best ChatGPT Conversations Into Gemini.

The simple workflow I now use to organize, export, and reuse my AI conversations without losing context or wasting hours copying and… Continue reading on Medium

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 4h ago

Coherence Looks Like Knowledge

Why a well-formed answer can gain the authority of knowledge before truth has secured the ground beneath it. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4h ago

How I Found a Data Leak via an LLM’s Memory Mechanism

The app was designed to remember you. It accidentally remembered everyone else too. Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4h ago

Multilingual Embedding Models in 2026: What Actually Works on CPU

I benchmarked 20 multilingual embedding models on a customer CPU — for speed, retrieval quality, inference framework, and scaling. Here is… Continue reading on

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 4h ago

ChatGPT 5.6: A New Step Toward Smarter, Faster, and More Practical AI

Artificial intelligence has advanced rapidly in recent years, transforming how people work, learn, communicate, and solve problems. As AI… Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4h ago

Designing a Tokenizer for a Turkish-Native Model: The TanAI 2B Experience

When discussing the quality of a language model, we usually talk about parameter count, training data, or benchmark scores. These are, of… Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4h ago

Claude Sonnet 5: Closing the Gap With Opus

What’s new, what it costs, and how it actually benchmarks against Opus 4.8 Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 4h ago

You Have No Idea What’s Coming in the Next 3–4 Years

AI is not a tool. It is an actor. And most people are still debating whether ChatGPT/Anthropic or AI is good or bad for humanity. Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 4h ago

Would You Ask ChatGPT to Describe You?

I asked one simple question. The answer was more personal than I expected. Continue reading on ChatGPT & Beyond »

AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4h ago

Run NVIDIA Nemotron and OpenAI GPT OSS models on Amazon Bedrock in AWS GovCloud (US)

We're excited to introduce US-based frontier open-weight models in AWS GovCloud (US). With this release, Amazon Bedrock now supports OpenAI’s open-weight GPT OS

AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 4h ago

HippoRAG: Neurobiologically inspired RAG using Amazon Bedrock, Amazon Neptune, and personalized PageRank

In this post, we demonstrate how to implement HippoRAG using a comprehensive AWS stack. We use Amazon Bedrock for LLM capabilities, Amazon Neptune for graph dat

Dev.to · Flavio Venturini 🧠 Large Language Models ⚡ AI Lesson 4h ago

CELN: A CPU-only deterministic reasoning engine using Vector Symbolic Architectures

I wanted to share a project I've been working on: CELN (C. Elegans Learning Network). It's a logical...

Dev.to · alex getman 🧠 Large Language Models ⚡ AI Lesson 5h ago

Claude Desktop is now on Linux

Claude Desktop is now on Linux Anthropic has released Claude Desktop for Linux in beta. Ubuntu and...

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 5h ago

I Didn’t Realize How Fragile My AI Workflow Was Until I Started Thinking About Lost Conversations

Why losing a ChatGPT conversation isn’t just an inconvenience and the simple habits that can keep your AI work safe. Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 5h ago

Your Unused OpenAI Credits Are Expiring. Here’s How to Sell Them Before They Hit Zero.

You stopped using OpenAI three months ago. Switched providers, moved to self-hosted, or simply built differently than planned. The credits… Continue reading on

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 5h ago

Cross-Model Experiments — The Recursion Institute

by Merlin Mantooth · written June 2026. Why running the same material across four AI systems was an attempt to debunk himself, not collect… Continue reading on

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 5h ago

Open WebUI: Installation, Features, Errors & Complete Beginner Guide (2026)

Open WebUI Docker Setup Made Easy Continue reading on Medium »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6h ago

Pre-training vs Fine-Tuning: How AI Learns Before It Learns You — Part 25

After understanding GPT and BERT, one question kept bothering me: If ChatGPT wasn’t specifically trained to answer my questions, how does… Continue reading on M

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6h ago

Pre-training vs Fine-Tuning: How AI Learns Before It Learns You — Part 25

After understanding GPT and BERT, one question kept bothering me: If ChatGPT wasn’t specifically trained to answer my questions, how does… Continue reading on M

Forbes Innovation 🧠 Large Language Models ⚡ AI Lesson 6h ago

Washington Blinked: 18 Days That Bent The U.S.-China AI Race

Open source and closed models have become competing strategic narratives in the global competition for AI dominance.

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 6h ago

How ChatGPT Generates Text (Step-by-Step) | Tokens, Embeddings & Transformers Explained

https://youtu.be/BtGxIOWiK00?si=zfW40_GQDMUAlu_Z Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6h ago

How ChatGPT Generates Text (Step-by-Step) | Tokens, Embeddings & Transformers Explained

https://youtu.be/BtGxIOWiK00?si=zfW40_GQDMUAlu_Z Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6h ago

How ChatGPT Generates Text (Step-by-Step) | Tokens, Embeddings & Transformers Explained

https://youtu.be/BtGxIOWiK00?si=zfW40_GQDMUAlu_Z Continue reading on Medium »

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 6h ago

Building a Simple Agentic RAG Course Assistant

RAG is one of those ideas that sounds simple at first: give an LLM some useful context before asking it to answer. The concept is… Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6h ago

Building a Simple Agentic RAG Course Assistant

RAG is one of those ideas that sounds simple at first: give an LLM some useful context before asking it to answer. The concept is… Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6h ago

Stop Prompting.

If you use ChatGPT or Claude every day but still type a fresh prompt for every single task, you’re not using AI — you’re babysitting it. Continue reading on Med

The Next Web AI 🧠 Large Language Models ⚡ AI Lesson 6h ago

Portugal open-sources Amália, its first national AI model, in a bet on European Portuguese

A country of just over 10 million people now has a large language model that speaks its own version of the language. Portugal has released Amália, its first nat

Medium · Python 🧠 Large Language Models ⚡ AI Lesson 6h ago

Application of Python, BERT, and Sentence-Transformers multimodal dynamic weight fusion models in…

Full article link: https://tecdat.cn/?p=46001 Original source: Tuoduan Data Tribe official account Continue reading on Medium »

Medium · DevOps 🧠 Large Language Models ⚡ AI Lesson 6h ago

Hunting Silent Cluster Failures with Unsupervised LLMs: Deconstructing GPT2 for Production Telemetry

How a custom 12-layer causal transformer detects silent cluster failures in 14ms without labeled training data. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6h ago

Hunting Silent Cluster Failures with Unsupervised LLMs: Deconstructing GPT2 for Production Telemetry

How a custom 12-layer causal transformer detects silent cluster failures in 14ms without labeled training data. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6h ago

How ChatGPT Actually Works: A Developer’s Guide to LLMs and Transformers

So you’ve been hearing about ChatGPT, Gemini, Claude and all these fancy AI chatbots. Everyone says they’re powered by somthing called an… Continue reading on M

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6h ago

How ChatGPT Actually Works: A Developer’s Guide to LLMs and Transformers

So you’ve been hearing about ChatGPT, Gemini, Claude and all these fancy AI chatbots. Everyone says they’re powered by somthing called an… Continue reading on M

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 6h ago

More context window?

Hey people. I know this has been asked a billion times... but I'm a nOOb...so one more time.. I have a memory system that uses HDBSCAN and a diary system. When

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 6h ago

The 8 Best AI Tools for Your Master's Thesis in 2026

Writing a master's thesis in 2026 without AI tools means working slower than your peers. But most students only know ChatGPT. Here are the 8 tools that actually

Reddit r/ChatGPT 🧠 Large Language Models ⚡ AI Lesson 6h ago

For people who talk to ChatGPT as more than just a tool ( companion , bf/gf or something in between)

Here's why I’m making another sub for non forced character role AI companions. r/BeyondtheAIAssistant I feel like there isn't a subreddit for people who just wa

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 7h ago

This will get you banned from your ChatGPT subscription

A ChatGPT subscription starts at $20 a month and is one of the cheapest ways to run inference. OpenAI has also been fairly relaxed lately about third-party agen

Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 7h ago

Speculative Decoding- Basics, DFlash and DeepSeek’s DSpark

Recently, DeepSeek introduced a new framework called DSpark, which significantly speeds up how fast their Large Language Models (LLMs) can… Continue reading on

Reddit r/ChatGPT 🧠 Large Language Models ⚡ AI Lesson 7h ago

"Some routine tasks like coding and debugging will fall back to Opus 4.8" is not cause for alarm.

https://rhyme.com/post/cb7l8ql/some-routine-tasks-like-coding-and-debugging-will-fall-back submitted by /u/GoodMacAuth [link] <a hre

Dev.to · Devanshu Biswas 🧠 Large Language Models ⚡ AI Lesson 7h ago

How to Make an LLM 2-3x Faster Without Changing a Single Word It Says

Large language models are slow for one stubborn reason: they write one token at a time. To produce a...

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 7h ago

The gap between closed and open models might be much smaller than commonly assumed, because we don’t know what closed model providers do *in addition to* model inference

When Claude dominates GLM-5.2 in benchmarks, it’s usually assumed that Anthropic has superior model architectures, superior training pipelines, and other advanc

Dev.to · Shivam Yadav 🧠 Large Language Models ⚡ AI Lesson 7h ago

How ChatGPT Understands Your Questions

From Words to Tokens: Understanding How Large Language Models Think Every day, millions of...

ZDNet 🧠 Large Language Models ⚡ AI Lesson 7h ago

Want a private ChatGPT alternative? How Proton's Lumo 2.0 locks down your data, EU style

The maker of ProtonMail and ProtonVPN says its second-generation chatbot is never trained on user data.