What is Large Language Models?

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

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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 · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago

Unleashing the true power of your Mac for local llm

Introducing TPM-MLX: Utilizing the full power of Apple Silicon for LLM Inferencing Continue reading on Medium »

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

What I Learned Adding Memory to a LangChain Chatbot

Last week I was debugging a support chatbot that had a very human-sounding failure mode: it kept forgetting what we had just talked about. Continue reading on G

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago

ChatGPT Has a Very Specific Way of Saying “I’ve Never Heard of You”

Ask ChatGPT about a brand it doesn’t know, and something interesting happens. It doesn’t hallucinate a confident answer. It doesn’t go… Continue reading on Medi

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3d ago

ChatGPT Has a Very Specific Way of Saying “I’ve Never Heard of You”

Ask ChatGPT about a brand it doesn’t know, and something interesting happens. It doesn’t hallucinate a confident answer. It doesn’t go… Continue reading on Medi

Dev.to · Tabor Bachelor 🧠 Large Language Models ⚡ AI Lesson 3d ago

ChatGPT Has a Very Specific Way of Saying "I've Never Heard of You"

Ask ChatGPT about a brand it doesn't know, and something interesting happens. It doesn't hallucinate...

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

Nigerian AI cannot rely on MTN, Inshallah and Vibes

Offline-First AI is the only kind that makes sense for Nigerian Healthcare Continue reading on Medium »

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

Testing LLM Guardrails in Production: A Real‑World Harness for @martin_yeung/llm-up-guardrail

How I built a minimal TypeScript test suite to validate safety filters — and what I learned about prompt injections, multilingual scams… Continue reading on Med

Dev.to · AlaiKrm 🧠 Large Language Models ⚡ AI Lesson 3d ago

Stop Making Your AI Agent Smarter. Make Its Context Smaller.

One of the most common questions I hear is: "Which LLM should we use?" It's an understandable...

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3d ago

AI Doesn’t Forget Because It Has a Bigger Context Window

One of the biggest misconceptions in AI tooling is that larger context windows solve long-term understanding. Continue reading on Medium »

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d 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

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3d ago

10 ChatGPT Prompts That Actually Save Me Time Every Single Day

These are the prompts that have become part of my daily workflow for writing, research, planning, and learning. Continue reading on Medium »

Dev.to · Mirza Iqbal 🧠 Large Language Models ⚡ AI Lesson 3d ago

5 reasons your AI ignores half of what you tell it

You write a clear rule for your AI and it gets quietly skipped anyway. Broken instructions fail in five distinct shapes. Here is how to spot which of yours are

Reddit r/MachineLearning 🧠 Large Language Models ⚡ AI Lesson 3d ago

Raffi Krikorian (CTO, Mozilla) — AMA on the State of Open Source AI (July 14 @ 1pm EDT) [D]

Hi r/MachineLearning , i’m Raffi, CTO at Mozilla. on Tuesday July 14 we publish our inaugural State of Open Source AI report, and i'll be here live answering wh

Dev.to · Pranav Raj 🧠 Large Language Models ⚡ AI Lesson 3d 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...

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 3d ago

Do We Need Vector Databases for RAG

Every RAG tutorial starts the same way. Chunk your documents, embed them, push the embeddings into a vector database, then do similarity… Continue reading on Me

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3d 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

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 3d 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

Dev.to · Meryeme ramdi 🧠 Large Language Models ⚡ AI Lesson 3d ago

How I Built an AI That Tells Doctors "Wait ...Are You Sure?"

How a student project turned into a lesson about humility, hard negatives, and why the best models...

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3d ago

The Prompt Was Never the Point

Why the next decade of AI progress may be won by people who master context, not people who master phrasing Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago

The Prompt Was Never the Point

Why the next decade of AI progress may be won by people who master context, not people who master phrasing Continue reading on Medium »

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3d ago

Can You Learn AI Without a Tech Background?

Artificial intelligence (AI) is creating unprecedented career shifts and new job opportunities. According to PwC’s 2025 Global AI Jobs… Continue reading on Code

Dev.to · enadoc2 temp 🧠 Large Language Models ⚡ AI Lesson 3d ago

Title

Title vLLM PagedAttention KV Cache Corruption: Woke Up to This Nightmare Image generated...

Dev.to · Stanislav 🧠 Large Language Models ⚡ AI Lesson 3d ago

Debugging Benchmark: 6 LLM Models on a Real Race Condition Bug

A comprehensive comparison of DeepSeek V4 Pro, MiMo V2.5 Pro, DeepSeek V4 Flash, MiMo V2.5, GLM 5.2,...

Reddit r/artificial 🧠 Large Language Models ⚡ AI Lesson 3d ago

I spent a while trying to get an LLM to make a podcast that's actually listenable. The hard part wasn't the model.

I wanted to know if an LLM could generate a podcast I'd actually choose to listen to — turning Hacker News threads into audio, in my case. Turns out writing the

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago

AI for Everybody — Lesson 8

How a Language Model Actually Works: The Prediction Game Continue reading on Medium »

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

AI for Everybody — Lesson 8

How a Language Model Actually Works: The Prediction Game Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3d ago

AI for Everybody — Lesson 8

How a Language Model Actually Works: The Prediction Game Continue reading on Medium »

Dev.to · Aamer Mihaysi 🧠 Large Language Models ⚡ AI Lesson 3d ago

The Reality of 1M Context: Testing Qwythos-9B-Claude-Mythos-5

The Reality of 1M Context: Testing Qwythos-9B-Claude-Mythos-5 Most "long context" claims...

KDnuggets 🧠 Large Language Models ⚡ AI Lesson 3d ago

Zero-Shot Local Document Parsing with Gemma 4: Treating PDFs as Images

Treating PDFs as images and feeding those images to Gemma 4 dissolves the scanned-versus-digital distinction that makes every text-extraction pipeline fragile.

Dev.to · Mikias Abera 🧠 Large Language Models ⚡ AI Lesson 3d ago

The best AI models cite retracted papers, and they cannot know it

Frontier models confidently cite prominent papers that were retracted after their training cutoff, with no idea. I measured it: they flag the famous old retract

Dev.to · Michael Egberts 🧠 Large Language Models ⚡ AI Lesson 3d ago

Your AI's output is only as good as its briefing — so we wrote it a 1,900-line cookbook

AI isn't code — same input, different output. How we shipped a markdown cookbook that lets Claude or ChatGPT build a complete webshop in one prompt.

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3d ago

The AI Prompts I Use Every Day to Save Hours of Work

The AI Prompts I Use Every Day to Save Hours of Work Continue reading on Medium »

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

How Often Does AI Hallucinate When It’s Reading Your Documents?

A new 35-model study finally has the number, and it runs from 1% to over 70% depending on the model and how much you paste in. Continue reading on Medium »

Dev.to · Kushagra 🧠 Large Language Models ⚡ AI Lesson 3d ago

The bug that doesn't throw: monkey-patch ordering in production published: true

This came up while building AgentCost, an open-source LLM cost tracker, patching multiple SDKs to...

Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago

When Words Become Home

Crafting Poetry That Lives Long After the Last Line Continue reading on Medium »

Dev.to · Avaneesh Yadav 🧠 Large Language Models ⚡ AI Lesson 3d ago

How to Stream LLM Responses in Spring AI (Server-Sent Events)

Stream tokens as they're generated with Spring AI's ChatClient — a practical guide to SSE with WebFlux and Spring MVC, consuming the stream on the frontend, and

Dev.to · Carlos Arturo Castaño G. 🧠 Large Language Models ⚡ AI Lesson 3d ago

Cómo 'encorsetar' a la IA: prompt engineering con lógica de ingeniería clásica

Para evitar que la IA sea demasiado creativa y asegurar que se mantenga dentro de un marco de...

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

Meta’s AI Catch-Up: Why the Next Frontier Race Is About Trust, Compute, and Distribution

Meta is back in the frontier AI conversation. Continue reading on Medium »

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

Complete AI Architecture Behind ChatGPT Like Systems

How every AI component works together to turn a simple question into an intelligent answer Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 3d ago

Complete AI Architecture Behind ChatGPT Like Systems

How every AI component works together to turn a simple question into an intelligent answer Continue reading on Medium »

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

DeepSeek Just Solved a Billion Dollar AI Problem

Free code, real speedup and everyone can use it. Continue reading on The Ai Studio »

Dev.to · Carlos Arturo Castaño G. 🧠 Large Language Models ⚡ AI Lesson 3d ago

LLMs locales para agentes de código: lo que YouTube no te cuenta

En YouTube abundan videos de "corre un LLM local en tu laptop y reemplaza Claude/GPT gratis". Lo...

Dev.to · Carlos Arturo Castaño G. 🧠 Large Language Models ⚡ AI Lesson 3d ago

Cómo forzar output determinístico de un LLM en un agente de producción

Un agente autónomo (WhatsApp + Gmail + herramientas internas vía MCP) que decide qué tool llamar y...

Dev.to · NovaStack 🧠 Large Language Models ⚡ AI Lesson 3d ago

Integrating Open-Weight LLMs in Your Apps: A Practical Guide to API-Based Open-Source Inference

Dev.to · Justyn Larry 🧠 Large Language Models ⚡ AI Lesson 3d ago

The LLM narrates. The code decides.

Most of the "AI for observability" work I see right now hands the language model the judgment. I...

Dev.to · surajrkhonde 🧠 Large Language Models ⚡ AI Lesson 3d ago

Can ChatGPT Really Predict the Stock Market? I Took Apart How It Actually Thinks to Find Out

Nephew saw a YouTube ad. Someone was selling a "secret prompt" for ₹199, claiming ChatGPT and Claude...

Dev.to · enadoc2 temp 🧠 Large Language Models ⚡ AI Lesson 3d ago

Title

Title vLLM PagedAttention KV Cache Corruption: Woke Up to This Nightmare Image generated...

Forbes Innovation 🧠 Large Language Models ⚡ AI Lesson 3d ago

How To Use ChatGPT To Remember Almost Anything

AI can weaken your memory—or strengthen it. Use these ChatGPT techniques to remember more, improve recall, and spend less time searching your brain.