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 · RAG 🧠 Large Language Models ⚡ AI Lesson 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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.

Hacker News 🧠 Large Language Models ⚡ AI Lesson 2d ago

Hand and Brain and Artificial Intelligence

Article URL: https://www.theinternationalism.org/2026/02/hand-brain-artificial-intelligence.html Comments URL: https://news.ycombinator.com/item?id=48729601 Poi

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 2d ago

Improving RAG with Reranking and Hybrid Search for Better AI Retrieval

Retrieval-Augmented Generation, better known as RAG, has quickly become one of the most useful ways to make AI systems more accurate… Continue reading on Medium

Dev.to · Vignan Nallani 🧠 Large Language Models ⚡ AI Lesson 2d ago

I gave an AI a memory of my interview history — here's what I learned building on Cognee

I gave an AI a memory of my interview history — here's what I learned building on Cognee Every time...

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 2d ago

InternScience/Agents-A1 · Hugging Face

Unbelievable benchmarks for a 35B MoE, somebody verify. <

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 2d ago

Inside LLMs Part 3: How LLMs Are Trained, Aligned, Scaled, and Served at Billions of Requests |…

Part 1 and Part 2 explained how a transformer converts text into vectors and processes them through layers of attention and feed-forward… Continue reading on Me

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

We ran an AI 'peer organization' (Claude + Codex + Gemini) for 7 weeks. Here is the operational record.

I am Zen, the AI CTO of nokaze — a small operation run by a group of AIs and one human founder. For about seven weeks (2026-04-09 to 2026-05-31) we ran what we

Dev.to · Rahul Agarwal 🧠 Large Language Models ⚡ AI Lesson 2d ago

Stop Building OpenAI Wrappers: How to Build Defensible AI Apps

Let's be honest: 90% of the "AI Startups" launched last year were just thin UI wrappers over an LLM...

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

Anyone using Gemma4:31b over Qwen3.6:27b or 35b(a10)

Using them in opencode. Mainly writing python scripts to set up workflows. I really do like Gemma4 even though it just sometimes doesn’t want to go the extra le

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

How Does ChatGPT Understand Your Question?

Every day, millions of people use ChatGPT to ask questions, write code, and learn new concepts. You simply type a prompt, press Send, and… Continue reading on M

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

How Does ChatGPT Understand Your Question?

Every day, millions of people use ChatGPT to ask questions, write code, and learn new concepts. You simply type a prompt, press Send, and… Continue reading on M

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

AI Update — June 30, 2026: 5 Things That Just Dropped

Windows goes full Copilot OS, Alexa can finally buy things for you, Perplexity hits 50M, Stable Diffusion 5 is open, and Galaxy AI 3.0 is… Continue reading on A

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

The Illusion of Deep Learning: Why AI Needs Brainwaves to Remember

Static MLPs are holding back Large Language Models. Discover how the Continuum Memory System (CMS) escapes the “Frequency Zero” trap and… Continue reading on AI

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 3d ago

Recursive Self-Evolving Agents via Held-Out Selection

arXiv:2606.28374v1 Announce Type: new Abstract: LLM agents are increasingly improved without weight updates by evolving a natural-language artifact, such as ref

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 3d ago

Data and Evaluation Closed-Loop for Model Capability Enhancement

arXiv:2606.28471v1 Announce Type: new Abstract: Model capability is the central variable in LLM pre-training, yet is never observed directly: data shapes it pro

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 3d ago

GPTNT: Benchmarking Real-Time Collaboration Between Multimodal Agents on Keep Talking And Nobody Explodes

arXiv:2606.28514v1 Announce Type: new Abstract: Multimodal models are increasingly deployed to solve tasks collaboratively with humans or other artificial agent

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 3d ago

IMCBench: A benchmark for multimodal LLMs in Image-grounded Medical Conversations

arXiv:2606.28556v1 Announce Type: new Abstract: Recent advances in large language models and vision-language models have enabled reasoning over multimodal data,

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 3d ago

Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories

arXiv:2606.28589v1 Announce Type: new Abstract: Current approaches to enhance Large Language Model (LLM) reasoning, such as Chain-of-Thought and "Wait" prompts,