Core AI

Large Language Models

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

25,660
lessons
Skills in this topic
View full skill map โ†’
LLM Foundations
beginner
Explain how transformers generate text
Prompt Craft
beginner
Write zero-shot and few-shot prompts
LLM Engineering
intermediate
Call LLM APIs with function/tool use
Fine-tuning LLMs
advanced
Prepare fine-tuning datasets
Multimodal LLMs
advanced
Use GPT-4V / Claude Vision for image understanding
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Deploy a Hugging Face Transformers Model from S3 to Amazon SageMaker
Large Language Models โšก AI Lesson
Deploy a Hugging Face Transformers Model from S3 to Amazon SageMaker
HuggingFace Advanced 4y ago
W&B Paper Reading Group: ConViT
Large Language Models โšก AI Lesson
W&B Paper Reading Group: ConViT
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Ask an Expert: How to use Github, (Conflicts & SSH)
Large Language Models
Ask an Expert: How to use Github, (Conflicts & SSH)
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How To Terraform Venus (Quickly)
Large Language Models
How To Terraform Venus (Quickly)
Kurzgesagt โ€“ In a Nutshell Intermediate 4y ago
Day 3 Talks JAX, Flax, Transformers ๐Ÿค—
Large Language Models
Day 3 Talks JAX, Flax, Transformers ๐Ÿค—
HuggingFace Advanced 4y ago
Training and Testing an Italian BERT - Transformers From Scratch #4
Large Language Models โšก AI Lesson
Training and Testing an Italian BERT - Transformers From Scratch #4
James Briggs Advanced 4y ago
Building MLM Training Input Pipeline - Transformers From Scratch #3
Large Language Models โšก AI Lesson
Building MLM Training Input Pipeline - Transformers From Scratch #3
James Briggs Advanced 4y ago
How I design effective study plans for ANY SUBJECT (and stick with them) | trading, coding etc.
Large Language Models โšก AI Lesson
How I design effective study plans for ANY SUBJECT (and stick with them) | trading, coding etc.
Tina Huang Beginner 4y ago
Focal Transformer: Focal Self-attention for Local-Global Interactions in Vision Transformers
Large Language Models
Focal Transformer: Focal Self-attention for Local-Global Interactions in Vision Transformers
Aleksa Gordiฤ‡ - The AI Epiphany Beginner 4y ago
Practical AI: Is it all about building models | Conversation with head of machine learning @Vahan
Large Language Models
Practical AI: Is it all about building models | Conversation with head of machine learning @Vahan
codebasics Beginner 4y ago
What is GitHub Copilot? AI Code Completion
Large Language Models โšก AI Lesson
What is GitHub Copilot? AI Code Completion
Data Professor 2 Beginner 4y ago
ยฟEs GITHUB Copilot el FIN de los PROGRAMADORES? | IA que APRENDE a PROGRAMAR
Large Language Models
ยฟEs GITHUB Copilot el FIN de los PROGRAMADORES? | IA que APRENDE a PROGRAMAR
Dot CSV Intermediate 4y ago
"Hacker-For-Hire" Services 04 Dark Web Documentary
Large Language Models
"Hacker-For-Hire" Services 04 Dark Web Documentary
John Hammond Intermediate 4y ago
Behavioral Testing of ML Models (Unit tests for machine learning)
Large Language Models โšก AI Lesson
Behavioral Testing of ML Models (Unit tests for machine learning)
Jay Alammar Beginner 4y ago
Easy Custom NLP T5 Model Training Tutorial - Abstractive Summarization Demo with SimpleT5
Large Language Models
Easy Custom NLP T5 Model Training Tutorial - Abstractive Summarization Demo with SimpleT5
1littlecoder Beginner 4y ago
Our Favourite Games from AI and Games Jam 2021
Large Language Models
Our Favourite Games from AI and Games Jam 2021
AI and Games Beginner 4y ago
How I take notes - Tips for efficient note taking that speeds up learning
Large Language Models โšก AI Lesson
How I take notes - Tips for efficient note taking that speeds up learning
Tina Huang Beginner 4y ago
Build a Grammar Correction Python App with Gramformer and Gradio
Large Language Models
Build a Grammar Correction Python App with Gramformer and Gradio
Nicholas Renotte Beginner 4y ago
Integration tips with Google Pay #AskGooglePayDevs
Large Language Models
Integration tips with Google Pay #AskGooglePayDevs
Google for Developers Beginner 4y ago
The Solar Car Revolution Could Change EVs Forever
Large Language Models โšก AI Lesson
The Solar Car Revolution Could Change EVs Forever
Seeker Intermediate 4y ago
Phillis Wheatley: Crash Course Black American History #7
Large Language Models
Phillis Wheatley: Crash Course Black American History #7
CrashCourse Beginner 4y ago
GPT-J-6B - Most advanced GPT-3 Alternative for AI Text Generation - Intro & Demo
Large Language Models
GPT-J-6B - Most advanced GPT-3 Alternative for AI Text Generation - Intro & Demo
1littlecoder Beginner 4y ago
Data Analysis Challenges in Cybersecurity | Community Webinar
Large Language Models
Data Analysis Challenges in Cybersecurity | Community Webinar
Data Science Dojo Beginner 4y ago
Maturing Machine Learning in Enterprise // Kyle Gallatin // MLOps Coffee Sessions #43
Large Language Models
Maturing Machine Learning in Enterprise // Kyle Gallatin // MLOps Coffee Sessions #43
MLOps.community Beginner 4y ago
Language Processing with BERT: The 3 Minute Intro (Deep learning for NLP)
Large Language Models โšก AI Lesson
Language Processing with BERT: The 3 Minute Intro (Deep learning for NLP)
Jay Alammar Beginner 4y ago
My Top 3 Favourite Webflow Animations (and How To Create Them)
Large Language Models
My Top 3 Favourite Webflow Animations (and How To Create Them)
Flux Academy Intermediate 4y ago
HuggingFace Crash Course - Sentiment Analysis, Model Hub, Fine Tuning
Large Language Models
HuggingFace Crash Course - Sentiment Analysis, Model Hub, Fine Tuning
Patrick Loeber Beginner 4y ago
The Museum of Failure on Flops!
Large Language Models
The Museum of Failure on Flops!
Pat Flynn Beginner 4y ago
Clรฉment Delangue โ€” The Power of the Open Source Community
Large Language Models
Clรฉment Delangue โ€” The Power of the Open Source Community
Weights & Biases Beginner 4y ago
Day 2 Talks: JAX, Flax & Transformers ๐Ÿค—
Large Language Models
Day 2 Talks: JAX, Flax & Transformers ๐Ÿค—
HuggingFace Intermediate 4y ago
Day 1 Talks: JAX, Flax & Transformers ๐Ÿค—
Large Language Models โšก AI Lesson
Day 1 Talks: JAX, Flax & Transformers ๐Ÿค—
HuggingFace Beginner 4y ago
3 Traditional Methods for Similarity Search (Jaccard, w-shingling, Levenshtein)
Large Language Models
3 Traditional Methods for Similarity Search (Jaccard, w-shingling, Levenshtein)
James Briggs Beginner 4y ago
Build a Custom Transformer Tokenizer - Transformers From Scratch #2
Large Language Models โšก AI Lesson
Build a Custom Transformer Tokenizer - Transformers From Scratch #2
James Briggs Intermediate 4y ago
How-to Use HuggingFace's Datasets - Transformers From Scratch #1
Large Language Models
How-to Use HuggingFace's Datasets - Transformers From Scratch #1
James Briggs Intermediate 4y ago
How I stop myself from burning out
Large Language Models โšก AI Lesson
How I stop myself from burning out
Tina Huang Beginner 4y ago
Training BERT #5 - Training With BertForPretraining
Large Language Models โšก AI Lesson
Training BERT #5 - Training With BertForPretraining
James Briggs Advanced 4y ago
Preprocessing sentence pairs (TensorFlow)
Large Language Models
Preprocessing sentence pairs (TensorFlow)
HuggingFace Intermediate 4y ago
Preprocessing sentence pairs (PyTorch)
Large Language Models
Preprocessing sentence pairs (PyTorch)
HuggingFace Intermediate 4y ago
What happens inside the pipeline function? (TensorFlow)
Large Language Models
What happens inside the pipeline function? (TensorFlow)
HuggingFace Beginner 4y ago
What happens inside the pipeline function? (PyTorch)
Large Language Models
What happens inside the pipeline function? (PyTorch)
HuggingFace Beginner 4y ago
The tokenization pipeline
Large Language Models
The tokenization pipeline
HuggingFace Beginner 4y ago
Fine-tuning with TensorFlow
Large Language Models โšก AI Lesson
Fine-tuning with TensorFlow
HuggingFace Beginner 4y ago
Keras introduction
Large Language Models
Keras introduction
HuggingFace Beginner 4y ago
Transformer models: Encoders
Large Language Models
Transformer models: Encoders
HuggingFace Beginner 4y ago
Transformer models: Encoder-Decoders
Large Language Models
Transformer models: Encoder-Decoders
HuggingFace Beginner 4y ago
The Transformer architecture
Large Language Models
The Transformer architecture
HuggingFace Beginner 4y ago
Transformer models: Decoders
Large Language Models
Transformer models: Decoders
HuggingFace Beginner 4y ago
Watch me build my portfolio! | How to create a portfolio website
Large Language Models โšก AI Lesson
Watch me build my portfolio! | How to create a portfolio website
Tina Huang Intermediate 4y ago
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