What is Large Language Models?

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

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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

Reddit r/ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

plz no

prompt: An authentic, completely ordinary iPhone photo taken by an employee at work. Somewhere in the scene is a professionally designed warning sign telling pe

Medium · JavaScript 🧠 Large Language Models ⚡ AI Lesson 1d ago

The Journey of a Prompt Inside ChatGPT

Every day, millions of people ask ChatGPT millions of questions. Whether it’s writing code, debugging applications, learning a new concept… Continue reading on

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

The Journey of a Prompt Inside ChatGPT

Every day, millions of people ask ChatGPT millions of questions. Whether it’s writing code, debugging applications, learning a new concept… Continue reading on

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Prompt Engineering: Getting the Words Right, and the Hole Underneath

Continuing the series where I share what I’m learning about AI engineering each week — including the bits that genuinely surprised me. Continue reading on Mediu

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 1d ago

Biggest, baddest model to fill 144GB VRAM + 120GB RAM to the brim, regardless of speed

I'm trying to round out my quiver of daily driver models for my personal harness. Right now I drive qwen3.6 27b for balanced code and gemma4 31b for human inter

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

Model Context Protocol (MCP) Explained: The Complete Guide Every AI Engineer Should Read

From the limitations of early LLMs to the rise of AI agents — understand why the Model Context Protocol (MCP) is becoming the standard for… Continue reading on

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1d ago

Model Context Protocol (MCP) Explained: The Complete Guide Every AI Engineer Should Read

From the limitations of early LLMs to the rise of AI agents — understand why the Model Context Protocol (MCP) is becoming the standard for… Continue reading on

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago

The 2026 AI Model Release Race: Every Major LLM Launch You Need to Know

Key Takeaways Claude Sonnet 5 landed June 30, scoring 63.2% on SWE-bench Pro at $2/$10 per million tokens — close to Opus 4.8 at 40% of its standard price. It's

Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 1d ago

Call GPT, Claude, and Gemini from one API key — a 3-step setup

If you want to try GPT, Claude, and Gemini without signing up for three separate platforms and juggling three billing dashboards, here's a 3-step setup using an

Dev.to · RileyKim 🧠 Large Language Models ⚡ AI Lesson 1d ago

Open-Source LLM APIs Beat Self-Hosting. Here's the Math.

So here's what happened: open-Source LLM APIs Beat Self-Hosting. Here's the Math. Last quarter I sat...

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

Explaining attention mechanisms without math

Modern Language models like Claude, Google Translate, and other AI assistants can understand and generate responses to questions with… Continue reading on Mediu

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

The Day I Stopped Treating ChatGPT Like a Search Engine and Started Using It Like a Teammate

Stop using ChatGPT like a search engine—start using it like your smartest teammate. Continue reading on Medium »

Reddit r/LocalLLaMA 🧠 Large Language Models ⚡ AI Lesson 1d ago

[audio.cpp] VibeVoice 1.5B released — 90-min podcast in 22.95 min, 4.08x real-time, 2.86x faster than Python without quantization. Native C++/ggml

I’m the author of audio.cpp, a C++/ggml runtime for local audio models. I just added VibeVoice 1.5B support and wanted to share the benchmark because long-form

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

Your LLM Doesn’t Pick Stocks — It Remembers Them

The dirty secret of AI stock picking lives inside the model’s weights. Full write-up, code, and benchmarks on jiripik.com. Continue reading on Medium »

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago

Word Representation

This article is a reader companion to the Word Representation chapter of the Oxford Handbook of Computational Linguistics. It can be read… Continue reading on M

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago

When Cosine Similarity Approaching Singularity in Google Search AI Mode

##Ontological Infiltration, Vector Collapse, and the Strategic Dilemma of Unified Knowledge Graphs Continue reading on Medium »

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1d ago

When Cosine Similarity Approaching Singularity in Google Search AI Mode

##Ontological Infiltration, Vector Collapse, and the Strategic Dilemma of Unified Knowledge Graphs Continue reading on Medium »

Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

When Cosine Similarity Approaching Singularity in Google Search AI Mode

##Ontological Infiltration, Vector Collapse, and the Strategic Dilemma of Unified Knowledge Graphs Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

When Cosine Similarity Approaching Singularity in Google Search AI Mode

##Ontological Infiltration, Vector Collapse, and the Strategic Dilemma of Unified Knowledge Graphs Continue reading on Medium »

Dev.to · Hector Hernandez Cruz 🧠 Large Language Models ⚡ AI Lesson 1d ago

Building a Production RAG Pipeline with Hybrid Retrieval and LangChain

Most RAG tutorials get you 70% of the way there. This is about the other 30% that actually matters in...

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Mamba3 in Three Animations

The three changes that turn Mamba-2 into Mamba-3 — each one watched, not just described. Two of the three animations are driven by real… Continue reading on Tow

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

Anthropic’s War on Open-Source AI, or Is It Just Afraid?

It trained on the world, then paid $1.5 billion to settle the pirated books. Its terms say you cannot use Claude to build a competitor… Continue reading on Towa

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1d ago

Anthropic’s War on Open-Source AI, or Is It Just Afraid?

It trained on the world, then paid $1.5 billion to settle the pirated books. Its terms say you cannot use Claude to build a competitor… Continue reading on Towa

Simon Willison's Blog 🧠 Large Language Models ⚡ AI Lesson 1d ago

Quoting Anthropic

We’ve received notice that the Department of Commerce has lifted export controls on Claude Fable 5 and Mythos 5. We'll begin restoring access tomorrow, and will

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Work across research, engineering, data, evals, and product to make models better at acting in real…

The Research Pillar: Reinforcement Learning, Reasoning, and Environments Continue reading on Medium »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

You Use ChatGPT Every Day… But Do You Actually Know How It Works?

From tokens and embeddings to transformers, temperature, and inference, here's the complete picture in simple words with diagrams and code. Continue reading on

Dev.to · Tuấn Anh 🧠 Large Language Models ⚡ AI Lesson 1d ago

[AI] Practical QLoRA Fine-tuning: Axolotl & Unsloth | SLM Playbook

← Series hub ← Previous | Next → Full-parameter fine-tuning of a large language model is a luxury....

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

The Best Prompt Is the One You Never Have to Rewrite

For a long time, I thought getting better results from AI meant getting better at writing prompts, so I did what most people do. I’d write… Continue reading on

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

Encoder VS Decoder Bert VS GPT

They share the same architecture. The only real difference is which tokens each one is allowed to look at. Continue reading on Towards AI »

Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 1d ago

10 ChatGPT Prompts That Will Save You Hours Every Day

Artificial intelligence is only as useful as the instructions you give it. Continue reading on Medium »

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 1d ago

Embeddings Simplified

1 — What is embeddings? Continue reading on Medium »

Dev.to · Rohith Matam 🧠 Large Language Models ⚡ AI Lesson 1d ago

I built a tool that cuts Claude/ChatGPT token usage by 97% — here's how it works

The Problem You're debugging a bug. You open Claude. You paste 10 files. You hit the context...

Dev.to · vishalmysore 🧠 Large Language Models ⚡ AI Lesson 1d ago

Serverless AI in a Browser Tab: Java WebAssembly + Local WebGPU LLMs

A deep technical whitepaper on building a zero-infrastructure RAG architecture where the...

Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

BLEU: The Metric That Taught Machines to Translate

Before deep learning, before transformers, before ChatGPT — there was BLEU. Here’s why it still matters, how it works, and where it falls… Continue reading on M

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago

BLEU: The Metric That Taught Machines to Translate

Before deep learning, before transformers, before ChatGPT — there was BLEU. Here’s why it still matters, how it works, and where it falls… Continue reading on M

Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1d ago

Evaluating Foundation Models: A Deep Dive into ROUGE

How do you measure whether an AI actually understands language? One classic answer is ROUGE and it’s more nuanced than it looks. Continue reading on Medium »

Medium · NLP 🧠 Large Language Models ⚡ AI Lesson 1d ago

Evaluating Foundation Models: A Deep Dive into ROUGE

How do you measure whether an AI actually understands language? One classic answer is ROUGE and it’s more nuanced than it looks. Continue reading on Medium »

Simon Willison's Blog 🧠 Large Language Models ⚡ AI Lesson 1d ago

What's new in Claude Sonnet 5

What's new in Claude Sonnet 5 Claude Sonnet 5 came out this morning . I always head straight for the "what's new" developer docs because they tend to have more

Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 1d ago

Semantic Deduplication with OpenAI Embeddings and pgvector

Applications that process large amounts of text often run into duplicate content. While exact duplicates are easy to detect using hashes… Continue reading on Me

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Semantic Deduplication with OpenAI Embeddings and pgvector

Applications that process large amounts of text often run into duplicate content. While exact duplicates are easy to detect using hashes… Continue reading on Me

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d ago

Does AI Dream? A Mechanistic Hypothesis for Hallucination

Why language models might be doing something close to dreaming — and what that means for how we train, evaluate, and one day secure them Continue reading on Med

Medium · Cybersecurity 🧠 Large Language Models ⚡ AI Lesson 1d ago

Does AI Dream? A Mechanistic Hypothesis for Hallucination

Why language models might be doing something close to dreaming — and what that means for how we train, evaluate, and one day secure them Continue reading on Med

Dev.to · hugolesta 🧠 Large Language Models ⚡ AI Lesson 1d ago

Don't Let Your LLM Wing It: Building a Knowledge Base That Actually Knows Things

A field guide to provisioning a Bedrock Knowledge Base on Aurora pgvector with Terraform, then keeping it in sync with a GitHub Actions workflow that ships docs

Medium · RAG 🧠 Large Language Models ⚡ AI Lesson 1d ago

An LLM Doesn’t Know Your Data. RAG Gives It the Right Page

An LLM only knows what it was trained on. That’s a snapshot of the past, and it stops there. It doesn’t know today’s news, and more… Continue reading on Medium

Dev.to · Rijul Rajesh 🧠 Large Language Models ⚡ AI Lesson 1d ago

Building LSTMs with PyTorch and Lightning AI Part 7: Resuming Training with Checkpoints

In the previous article, we used TensorBoard to analyze the training process. Based on the graphs, we...

Medium · AI 🧠 Large Language Models ⚡ AI Lesson 1d ago

How AI Learns with Less Labeled Data

Most people think machine learning is mainly about choosing the best model. Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Comparing Sarvam-30B and Qwen2.5–14B on Spider Text-to-SQL: An Active-Parameter Perspective

A controlled comparison on the Spider benchmark, scored by execution accuracy. Active-parameter count tells you more than the number in a… Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1d ago

Claude Sonnet 5 closes the gap to Opus without the Opus bill

Claude Sonnet 5: The New Default Worker Tier Continue reading on Medium »