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.

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Large Language Models Lessons — Free Learning

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 2d ago

Embeddings Simplified

1 — What is embeddings? Continue reading on Medium »

Dev.to · Rohith Matam 🧠 Large Language Models ⚡ AI Lesson 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 2d 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 »

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

The Same Architecture Quietly Powers Claude Code, Manus, OpenAI Deep Research — And LangChain Just…

Four teams, four products, zero coordination — and the same four ingredients show up in every one. Continue reading on Towards AI »

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

The Same Architecture Quietly Powers Claude Code, Manus, OpenAI Deep Research — And LangChain Just…

Four teams, four products, zero coordination — and the same four ingredients show up in every one. Continue reading on Towards AI »

TechRepublic 🧠 Large Language Models ⚡ AI Lesson 2d ago

Claude Sonnet 5: Everything to Know About Anthropic’s New Model

Claude Sonnet 5 brings stronger agentic AI features, lower pricing, and updated safety protections. Here's what IT leaders need to know. The post Claude Sonnet

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

Does QLoRA’s NF4 Advantage Still Hold on LLaMA-3? I Put NF4 and FP4 Head to Head.

The QLoRA paper demonstrated a 1–2 point accuracy advantage for the NF4 data type over FP4 on LLaMA-1 and LLaMA-2. Continue reading on Medium »

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