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?

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Can beginners learn Large Language Models?

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Large Language Models Lessons — Free Learning

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

Debugging Benchmark: DeepSeek V4 Pro vs MiMo V2.5 Pro

A real-world comparison of two LLMs on a genuine race condition bug from GitHub ...

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

Devs - you have 64gb of VRAM - which model do you use for coding?

I've currently settled on an unsloth version of Qwen 3.5 122b-a10b model (UD-IQ4_NL). With 100k bf16 context window, I only had to load a few layers into CPU/RA

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

How ChatGPT Understands Your Questions?

If I ask you something you might have never heard before, can you answer it? Obviously, you would say, “Sorry, I can’t answer this… Continue reading on Medium »

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

How ChatGPT Understands Your Questions?

If I ask you something you might have never heard before, can you answer it? Obviously, you would say, “Sorry, I can’t answer this… Continue reading on Medium »

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

How I'm re-discovering computer science with LLM revolution

I've been in this business for years and the best (or worst?) thing is that once I gain enough...

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

How LLM Works Under the hood?

Have you ever asked ChatGPT to write code, solve a math problem, or explain a difficult concept and wondered, “How does it know all of… Continue reading on Medi

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

How LLM Works Under the hood?

Have you ever asked ChatGPT to write code, solve a math problem, or explain a difficult concept and wondered, “How does it know all of… Continue reading on Medi

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

Knowledge Leakage Is the New Data Leakage in LLMs.

Your LLM may know more than your data. Learn how knowledge leakage can silently influence your results. Continue reading on Data Science Collective »

Hackernoon 🧠 Large Language Models ⚡ AI Lesson 2d ago

OCR vs. Vision LLMs: Choosing the Right Tool for Intelligent Document Processing

Vision-capable LLMs have dramatically simplified intelligent document processing by replacing rigid template-based OCR workflows with semantic document understa

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

Running Chinese LLMs at Scale: DeepSeek, Qwen, Kimi & GLM

Running Chinese LLMs at Scale: DeepSeek, Qwen, Kimi & GLM I've been running production workloads...

Search Engine Journal 🧠 Large Language Models ⚡ AI Lesson 2d ago

ChatGPT Users Are Now Mostly Non-English via @sejournal, @MattGSouthern

OpenAI data show that active ChatGPT users on consumer plans now mostly use non-English languages, with growth fastest in Africa and Asia. The post ChatGPT User

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

I Asked ChatGPT to Fix My Life. It Couldn’t — Until I Changed One Thing

Everyone says AI can solve almost anything. Continue reading on Readers Club »

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

I Asked ChatGPT to Fix My Life. It Couldn’t — Until I Changed One Thing

Everyone says AI can solve almost anything. Continue reading on Readers Club »

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

Claude Sonnet 5 Is Here: Why It Might Replace Your Opus Subscription

Anthropic released Claude Sonnet 5 today. It gets close to flagship-level performance at roughly a third of the price, and the story… Continue reading on AI Eng

AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2d ago

Introducing Claude Sonnet 5 on AWS: Anthropic’s most capable Sonnet model

Today, we’re excited to announce the availability of Anthropic’s most advanced Sonnet model, Claude Sonnet 5, on Amazon Bedrock and Claude Platform on AWS. Clau

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

Claude Sonnet 5 just closed the gap with Opus

Anthropic shipped Claude Sonnet 5 today. The short version: it’s the most agentic Sonnet model Anthropic has built, it scores close to… Continue reading on Boot

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

Claude Sonnet 5 just closed the gap with Opus

Anthropic shipped Claude Sonnet 5 today. The short version: it’s the most agentic Sonnet model Anthropic has built, it scores close to… Continue reading on Boot

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

Beyond the Raw LLM: The Architecture Behind Reliable AI Agents

Why a powerful model isn’t enough — and what actually turns an LLM into a dependable software system. Continue reading on Medium »

Dev.to · 56 Prince Pal 🧠 Large Language Models ⚡ AI Lesson 2d ago

mcpgen: Turn any OpenAPI spec into an MCP server in seconds

I got tired of manually writing MCP tools for every REST endpoint I wanted to expose to an LLM. So I...

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

Prompting Is Dead. Long Live the Loop.

Single-shot prompts got us here. Autonomous agent loops are taking AI the rest of the way. Continue reading on Medium »

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

The harness matters more than the model. A 27B behind good critics changed my mind.

I saw someone test Qwen3.6-27B with a 3-critic harness. The harness included code review, test review and Playwright e2e. Each critic had context. The result wa

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

LLMs didn't kill feature engineering. Engineers did.

Somewhere around when LLMs started eating every roadmap, a quiet belief took over a lot of teams. If...

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

Claude Sonnet 5 Benchmarks

submitted by /u/WhyLifeIs4 <a href="https://www.reddit.com/gallery/1ujwmnr"

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

The AI Industry Spent Billions on Memory Before a Surprisingly Simple Idea Inspired Google’s Open…

The next edge in enterprise AI won’t come from a bigger model. It will come from better-organized knowledge. Continue reading on Towards Dev »

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

The AI Industry Spent Billions on Memory Before a Surprisingly Simple Idea Inspired Google’s Open…

The next edge in enterprise AI won’t come from a bigger model. It will come from better-organized knowledge. Continue reading on Towards Dev »

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

LLMs: The New Compiler, NOT The New Deity

Treat it as anything else and you’ll get burned. Continue reading on Salty Deprecated Software Engineer »

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

Nano Banana 2 Lite with MCP, and Antigravity CLI

This article covers the MCP setup and configuration for using Google Nano Banana 2 Lite and underlying Gemini LLM with Antigravity CLI to… Continue reading on G

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

My AI Lied to a Client — Here’s How I Fixed It.

Stop AI hallucinations without going insane Continue reading on Medium »

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

Are all LLM research papers nowadays 100+ pages beasts?[D]

Was reading some research papers put out by Anthropic (and some other organizations/researchers) and one thing I've noticed is that these research papers consis

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

Feeding the LLM the Whole Thread: Prompt Chaining for Contextual Replies

I wrote earlier about our persona engine — how we make one LLM sound like many different people. But...

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

Redaction is Not Enough: When an LLM can still Infer the PII You Stripped Out

A reader left a sharp question on my last post about redacting PII before sending prompts to an LLM....

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

Redaction is Not Enough: When an LLM can still Infer the PII You Stripped Out

A reader left a sharp question on my last post about redacting PII before sending prompts to an LLM....

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

Claude AI vs ChatGPT: Which One Is Actually Better in 2026?

I Spent 6 Months Running Both Daily as an AI Engineer — Here’s What Nobody Tells You Continue reading on Medium »

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

Claude AI vs ChatGPT: Which One Is Actually Better in 2026?

I Spent 6 Months Running Both Daily as an AI Engineer — Here’s What Nobody Tells You Continue reading on Medium »

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

Why Press-Release Citations Decay in AI Grounding (and What We Measure Instead)

We run a portfolio of products at Inithouse. One of them, Be Recommended, tracks how AI engines cite...

AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2d ago

Implementing resilience patterns with Amazon Bedrock and LLM gateway

In this post, you will learn five practical patterns for building resilient generative AI applications on AWS, progressing from native Amazon Bedrock features t

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

Are Redditors influencing AI the most?

submitted by /u/xJouissance <a href="https://i.redd.it/hu2

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

What Is BERT? Understanding Encoder-Only Models — Part 24

After learning how GPT is built on Transformer Decoders, I had another question: if GPT powers ChatGPT, then why do AI engineers still… Continue reading on Medi

AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2d ago

Building bilingual NER for cargo logistics with Amazon Bedrock

In this post, we share the technical approach using token-based distillation, lessons learned, and deployment architecture. If you face similar bilingual NER ch

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

Part 2: Pre-training RoBERTa from Scratch with Curriculum Learning and Bias-Aware Loss

Training a model to learn equitable representations across demographic groups while maintaining its strong language modeling ability. Continue reading on Suppor

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

Part 2: Pre-training RoBERTa from Scratch with Curriculum Learning and Bias-Aware Loss

Training a model to learn equitable representations across demographic groups while maintaining its strong language modeling ability. Continue reading on Suppor

Towards Data Science 🧠 Large Language Models ⚡ AI Lesson 2d ago

Context Engineering for RAG : The Four Typed Inputs Behind Every RAG Answer

Enterprise Document Intelligence [Vol.1 #7bis] - Tobi Lütke and Andrej Karpathy named the practice in 2025. For a single document, each brick emits typed pieces

AWS Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2d ago

Fine-tune Amazon Nova models for accurate email data extraction

In this post, you'll learn how fine-tuning Amazon Nova models using Amazon SageMaker AI addresses these specific issues by teaching the models to recognize your

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

Maybe Chain-of-Thought Isn't the Trick. Maybe Specification Is.

I want to think through something out loud, and I'd genuinely love to know if this lands for anyone...

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

Pourquoi fait-on confiance à un moteur de recherche et moins à un LLM ?

On tape une question dans Google. On parcourt les résultats, on clique sur l’un d’eux, on lit et on décide soi-même si on y croit. Le… Continue reading on L’IA

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

Building an Local AI README Generator using Ollama, LangChain, ChromaDB, RAG and MCP

Like many developers, I often found myself postponing one of the most important parts of a project — writing the README. After spending… Continue reading on Med

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

Retrieval Augmented Generation

আপনারা যারা Large Language Models নিয়ে একটু ঘাটাঘাটি করছেন, তারা নিশ্চয়ই খেয়াল করছেন এরা মাঝে মাঝে কী লেভেলের ভাব নেয়! ফ্লুয়েন্টলি… Continue reading on Medium »

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

IntelliBooks: Classic RAG vs Graph RAG vs Agentic RAG – Choosing the Right AI Retrieval Architecture for Enterprise AI

<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