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

Hugging Face for Application Developers: A Mental Model and a Practical Guide

A practical guide to understanding Hugging Face as a platform. Learn the mental model and how it changes how you build AI-enabled software… Continue reading on

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

NEW on Hugging Face: Filter by hardware compatibility

submitted by <a href="https://www.reddit.com/user/paf1138

Dev.to · İsmail Hakkı Eren 🧠 Large Language Models ⚡ AI Lesson 3d ago

Beyaz Saray'dan OpenAI Kararı: GPT-5.6 Hükümet Denetimiyle Sunulacak

Yapay Zeka Dünyasında Yeni Dönem: Federal Denetim ve Güvenlik Odaklı Dağıtım Yapay zeka...

Dev.to · Cx330 🧠 Large Language Models ⚡ AI Lesson 3d ago

How to Learn Prompt Engineering — From Crafting One AI to Leading an AI Team

How to learn Prompt Engineering? Five core techniques — be clear and specific, assign a role,...

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

The Data That Built the Brain: What Actually Went Into Training GPT-4 (and What Was Left Out)

You ask an AI a question. It answers. It sounds smart. It sounds like it has read everything. It has....

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

The Data That Built the Brain: What Actually Went Into Training GPT-4 (and What Was Left Out)

You ask an AI a question. It answers. It sounds smart. It sounds like it has read everything. It has. Not everything, but close. The model… Continue reading on

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

How to Reduce LLM Costs by 70%: A Practical Architect’s Guide to Scalable AI Systems

Generative AI is exciting — but it gets expensive very quickly. Continue reading on Medium »

Towards Data Science 🧠 Large Language Models ⚡ AI Lesson 3d ago

Stop Choosing Between Local and Cloud LLMs: A Field Guide to Hybrid Patterns

A hands-on walkthrough of a hybrid local-cloud workflow using Gemma 4 and GPT-5.4, with reasoning and structured outputs The post Stop Choosing Between Local an

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

Meet Sol, Terra, and Luna: OpenAI’s New AI Family

Why this launch needed White House sign-off, and whether it actually beats Claude and Gemini Continue reading on Medium »

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

LLM UX driving context space evolution over the time

Here when I mean context, means simply the stuff we give to an AI agent as context to our prompt which gets feed to LLM eventually. I’ll… Continue reading on Me

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

Amazon Bedrock Deployment Guide: From Environment Setup to Production Operations

Amazon Bedrock, AWS's fully managed service for foundation models, makes it much easier to build and...

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

Quanto do potencial da sua IA você está deixando na mesa sem saber?

Você usa IA mas sente que ela não é tão produtiva para você quanto é para outras pessoas? Isso acontece porque você não usa uma ferramenta… Continue reading on

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

That 200 OK From Your LLM Gateway Probably Means Nothing

Every AI gateway on the market — LiteLLM, Portkey, OpenRouter, Olla — checks the same things: HTTP...

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

Bartowski has delivered DS4 GGUF

Looking forward to compare with Antirez's DS4 imamtrix https://huggingface.co/bartowski/DeepSeek-V4-Flash-GGUF submitted by /u/challis88ocarina [link] <a href="

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

Progress for Machines, Obedience for People

We are told that every new technology means progress. Continue reading on Medium »

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

Amazon Nova: AWS’s Bid to Turn Enterprise AI Into Cloud Infrastructure

A deep dive into the Nova model family, Nova Forge, Nova Act, and why Amazon is positioning AI less as a chatbot and more as a full-stack… Continue reading on M

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

LangChain Was Powerful — But PydanticAI Was the Missing Layer

Explore a practical, case-based comparison of LangChain and Pydantic AI that shows not just how they differ, but why many production AI… Continue reading on Med

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

From Static PDFs to Intelligent Conversations: Building a Multi-Document RAG Assistant with…

How I built an AI application that transforms static PDF documents into an interactive knowledge assistant using Retrieval-Augmented… Continue reading on Medium

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

I Built a Complete LLM From Scratch in Pure Rust — Pretraining, GRPO, Flash Attention, and…

Three months ago, I ran my first inference and got this: Continue reading on Medium »

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

I Built a Complete LLM From Scratch in Pure Rust — Pretraining, GRPO, Flash Attention, and…

Three months ago, I ran my first inference and got this: Continue reading on Medium »

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

Retrieval-Augmented Generation (RAG): Simple Explanation

So, you might be a company owner or a developer who want to build their AI product that uses its NLP(natural language processing)… Continue reading on Medium »

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

I Took “Prompt Engineering” Off My Resume Last Month. Here’s Why.

A friend on my team got rejected last month for a role she was massively overqualified for on paper. Three years of LLM work, a solid… Continue reading on Mediu

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

When Your LLM Output Is Garbage: Building a Self-Correcting JSON Pipeline

A few months ago, I was deep into a project that required extracting structured invoice data from messy PDFs. I had a pipeline: OCR the PDF, feed the text to GP

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

I Tested 5,000+ ChatGPT Prompts — Here Are the Ones That Actually Save Hours Every Week

When I first started using ChatGPT, I assumed the AI itself was the key to getting incredible results. I quickly discovered that wasn’t… Continue reading on Med

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

Norm-preserving abliteration on Qwen3.6-35B-A3B: 0% refusal, benchmarks intact, open source dataset

<img src="https://external-preview.redd.it/YzcwZ21zazM3ZWFoMWloBJAvUZPDecFCilr15OaO21n-TWxA4_5L_s1MiKXa.png?width=640&crop=smart&auto=webp&s=43d862a

The Next Web AI 🧠 Large Language Models ⚡ AI Lesson 3d ago

Marc Andreessen says ChatGPT beats 99% of doctors. The evidence says no

Marc Andreessen has a bold new claim about your health. The billionaire investor says “Doctor ChatGPT” is already a better doctor than 99% of human ones. Doctor

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

I Built an AI Pipeline for 10,000 Daily Listings. Here's What Broke at Scale.

Lessons from running an LLM scoring pipeline in production: cost management, function calling architecture, and error handling.

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

ascend-tribe/openPangu-2.0-Flash (They haven't uploaded it to Huggingface yet）

https://ai.gitcode.com/ascend-tribe/openPangu-2.0-Flash openPangu-2.0-Flash is an MoE model trained on Ascend. The model has 92B total parameters and 6B activat

OpenAI News 🧠 Large Language Models ⚡ AI Lesson 3d ago

How ChatGPT adoption has expanded

New OpenAI Signals data shows how ChatGPT adoption is growing globally, with users increasing usage, exploring more capabilities, and driving growth across regi

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

Stop Starting with Ollama. Build llama.cpp First, If You Really Want to Learn Local LLMs

If you’re serious about running AI models on your own computer, skip the shortcuts for a day. Learn the foundation first. Continue reading on Coding Nexus »

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

If AI stopped improving tomorrow, what would still have the biggest impact over the next 10 years?

Imagine today's models are as good as they'll ever get—no better reasoning, no larger context windows, no new breakthroughs. Which existing AI capability do you

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

Why the Same Prompt Gives Different Answers Across LLMs

Last week I ran a tiny experiment. I opened GPT and Claude side by side and typed the exact same thing into both: “Write me a tagline for… Continue reading on M

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

I Wish Someone Had Shared These Five Secret Codes Much Earlier

These simple prompt shortcuts helped me write clearer articles with far less effort. Continue reading on Medium »

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

I Wish Someone Had Shared These Five Secret Codes Much Earlier

These simple prompt shortcuts helped me write clearer articles with far less effort. Continue reading on Medium »

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

Please tell me I’m not the only one.

submitted by /u/NickoGermish <a href="https://i.redd.it/nxivyshytdah

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

Microsoft has taken down fastcontext model from everywhere

I tried to find any reports or news as I was about to do additional testing and noticed the HF page is empty and github page is also removed. https://huggingfac

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

How We Built a GraphRAG & Counterfactual Simulation Engine to Optimize a 2.4MWp Solar Fleet

Imagine operating a massive 2.4MWp solar power plant. Every day, millions of photovoltaic cells quietly convert sunlight into clean… Continue reading on Medium

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

How We Built a GraphRAG & Counterfactual Simulation Engine to Optimize a 2.4MWp Solar Fleet

Imagine operating a massive 2.4MWp solar power plant. Every day, millions of photovoltaic cells quietly convert sunlight into clean… Continue reading on Medium

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

The Next AI Race Isn't About Better LLMs. It's About Better AI Systems.

Why Sakana AI believes the future isn't one smarter model—but many models working together. Continue reading on Medium »

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

The Next AI Race Isn't About Better LLMs. It's About Better AI Systems.

Why Sakana AI believes the future isn't one smarter model—but many models working together. Continue reading on Medium »

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

I Stopped Googling Things and Started Asking ChatGPT These Instead. Here Is What Happened

The specific prompts that actually changed how I make decisions, write, and get things done (plus the ones that flopped) Continue reading on Medium »

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

EACL 2027: Author response and author-reviewer discussion are now two separate stages and allow more time [D]

EACL 2027 just published their CFP which contains an important change to the common ARR process: For this cycle, author response and author-reviewer discussion

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

AI seems to improve weekly now, what's actually changed in the last month that's worth knowing about?

AI feels like it's moving faster every single day at this point. for those of you actually working in or with AI day to day, what's the most significant thing t

Dev.to · Renato Marinho 🧠 Large Language Models ⚡ AI Lesson 4d ago

Stop browsing Hugging Face like it's 2015

Stop manual browsing and use the Hugging Face MCP to audit models, datasets, and spaces directly from your AI agent.

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

10 Best ChatGPT Prompts Every Freelancer Should Use in 2026

Discover 10 powerful ChatGPT prompts that help freelancers write better proposals, create content, communicate with clients, and boost… Continue reading on Medi

Dev.to · RESK 🧠 Large Language Models ⚡ AI Lesson 4d ago

Bitmask-Based LLM Security Firewall with reskSecure — Block Jailbreaks at Token Level

Block LLM jailbreaks and prompt injections at the token level with reskSecure — a bitmask-based security firewall for AI applications. Includes code example and

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

Top 10 Generative AI Applications in Real Life

Top 10 Generative AI Applications in Real Life: From Healthcare to E-Commerce Continue reading on Medium »

Dev.to · Umair Bilal 🧠 Large Language Models ⚡ AI Lesson 4d ago

prima.cpp local llm benchmark: 15% Faster Than llama.cpp

See a direct prima.cpp local llm benchmark against llama.cpp on RTX 4090 and M2 Max. I found prima.cpp 15%+ faster for 70B models.