Core AI

Large Language Models

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

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lessons
Skills in this topic
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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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Efficient Large-Scale AI Workshop | Session 2: Training and inference efficiency
Large Language Models ⚡ AI Lesson
Efficient Large-Scale AI Workshop | Session 2: Training and inference efficiency
Microsoft Research Advanced 3y ago
Scale TransformX | Fireside Chat: Aidan Gomez and Alexandr Wang
Large Language Models
Scale TransformX | Fireside Chat: Aidan Gomez and Alexandr Wang
Cohere Advanced 3y ago
Research talks: An investigation into user expectations for differential privacy
Large Language Models
Research talks: An investigation into user expectations for differential privacy
Microsoft Research Advanced 3y ago
Modular and Composable Transfer Learning with Jonas Pfeiffer
Large Language Models
Modular and Composable Transfer Learning with Jonas Pfeiffer
Cohere Advanced 3y ago
Open AI’s Whisper is Amazing!
Large Language Models
Open AI’s Whisper is Amazing!
sentdex Advanced 3y ago
Panel Discussion: Cloud Identity and Access Management
Large Language Models ⚡ AI Lesson
Panel Discussion: Cloud Identity and Access Management
SANS Institute Advanced 3y ago
TS-10: Validation methods for time series
Large Language Models
TS-10: Validation methods for time series
Abhishek Thakur Advanced 3y ago
Answering Your Questions LIVE: Launch Your Website Like a PRO!
Large Language Models
Answering Your Questions LIVE: Launch Your Website Like a PRO!
Wes McDowell Advanced 3y ago
Why a Diving Robot Can Replace Scuba Divers | WIRED
Large Language Models
Why a Diving Robot Can Replace Scuba Divers | WIRED
WIRED Advanced 3y ago
Why We Get Resilience Wrong and The Surprising Science of Real Toughness | Talks at Google
Large Language Models
Why We Get Resilience Wrong and The Surprising Science of Real Toughness | Talks at Google
Talks at Google Advanced 3y ago
Make THESE Website Tweaks & Never Lose a Client Again
Large Language Models
Make THESE Website Tweaks & Never Lose a Client Again
Wes McDowell Advanced 3y ago
$5 MILLION AI for FREE
Large Language Models
$5 MILLION AI for FREE
sentdex Advanced 3y ago
Facebook Non-Skippable Ads
Large Language Models
Facebook Non-Skippable Ads
Paid Media Pros Advanced 3y ago
Tom Bilyeu: From Broke & Sleeping On The Floor To A $1 Billion Business!
Large Language Models
Tom Bilyeu: From Broke & Sleeping On The Floor To A $1 Billion Business!
The Diary Of A CEO Advanced 3y ago
Kendrick Lamar Uses Deepfakes in new Music Video | The Weekly Roundup
Large Language Models ⚡ AI Lesson
Kendrick Lamar Uses Deepfakes in new Music Video | The Weekly Roundup
DataCamp Advanced 3y ago
The Man Who Coached Michael Jordan AND Kobe Bryant To WIN! Tim Grover
Large Language Models ⚡ AI Lesson
The Man Who Coached Michael Jordan AND Kobe Bryant To WIN! Tim Grover
The Diary Of A CEO Advanced 3y ago
Tips and tricks for distributed large model training
Large Language Models ⚡ AI Lesson
Tips and tricks for distributed large model training
TensorFlow Advanced 3y ago
Author Interview - Memory-assisted prompt editing to improve GPT-3 after deployment
Large Language Models
Author Interview - Memory-assisted prompt editing to improve GPT-3 after deployment
Yannic Kilcher Advanced 4y ago
Memory-assisted prompt editing to improve GPT-3 after deployment (Machine Learning Paper Explained)
Large Language Models ⚡ AI Lesson
Memory-assisted prompt editing to improve GPT-3 after deployment (Machine Learning Paper Explained)
Yannic Kilcher Advanced 4y ago
How to Find Unlimited YouTube Video Topics (2023) | Video Ideas For YouTube
Large Language Models
How to Find Unlimited YouTube Video Topics (2023) | Video Ideas For YouTube
Neil Patel Advanced 4y ago
Training causal and masked language models with fastai and blurr
Large Language Models
Training causal and masked language models with fastai and blurr
Weights & Biases Advanced 4y ago
100x Improvements in Deep Learning Performance with Sparsity with Subutai Ahmad - #562
Large Language Models ⚡ AI Lesson
100x Improvements in Deep Learning Performance with Sparsity with Subutai Ahmad - #562
The TWIML AI Podcast with Sam Charrington Advanced 4y ago
Moshe Bar | Mindwandering: How It Can Improve Your Mood and Boost Your Creativity | Talks at Google
Large Language Models
Moshe Bar | Mindwandering: How It Can Improve Your Mood and Boost Your Creativity | Talks at Google
Talks at Google Advanced 4y ago
¡AlphaCode de DeepMind APRENDE a PROGRAMAR... y también A COMPETIR!
Large Language Models
¡AlphaCode de DeepMind APRENDE a PROGRAMAR... y también A COMPETIR!
Dot CSV Advanced 4y ago
Hub Featureton
Large Language Models
Hub Featureton
HuggingFace Advanced 4y ago
WHY AND HOW OF SCALING LARGE LANGUAGE MODELS | NICHOLAS JOSEPH
Large Language Models ⚡ AI Lesson
WHY AND HOW OF SCALING LARGE LANGUAGE MODELS | NICHOLAS JOSEPH
PyTorch Advanced 4y ago
Deep Learning, Transformers, and the Consequences of Scale with Oriol Vinyals - #546
Large Language Models ⚡ AI Lesson
Deep Learning, Transformers, and the Consequences of Scale with Oriol Vinyals - #546
The TWIML AI Podcast with Sam Charrington Advanced 4y ago
TUTEL-MoE-STACK OPTIMIZATION FOR MODERN DISTRIBUTED TRAINING | RAFAEL SALAS & YIFAN XIONG
Large Language Models
TUTEL-MoE-STACK OPTIMIZATION FOR MODERN DISTRIBUTED TRAINING | RAFAEL SALAS & YIFAN XIONG
PyTorch Advanced 4y ago
Why We Should NOT Look For Aliens - The Dark Forest
Large Language Models
Why We Should NOT Look For Aliens - The Dark Forest
Kurzgesagt – In a Nutshell Advanced 4y ago
Is Meat Really that Bad?
Large Language Models
Is Meat Really that Bad?
Kurzgesagt – In a Nutshell Advanced 4y ago
Supercharge your PyTorch training loop with 🤗 Accelerate
Large Language Models
Supercharge your PyTorch training loop with 🤗 Accelerate
HuggingFace Advanced 4y ago
Reliable Machine Learning // Niall Murphy // Coffee Sessions #54 short clip
Large Language Models
Reliable Machine Learning // Niall Murphy // Coffee Sessions #54 short clip
MLOps.community Advanced 4y ago
Do Transformers process sequences of FIXED or of VARIABLE length? | #AICoffeeBreakQuiz
Large Language Models ⚡ AI Lesson
Do Transformers process sequences of FIXED or of VARIABLE length? | #AICoffeeBreakQuiz
AI Coffee Break with Letitia Advanced 4y ago
How to Write Good Blogs, Social Posts or Email Campaigns - 5 Steps
Large Language Models
How to Write Good Blogs, Social Posts or Email Campaigns - 5 Steps
Marketing 360 Advanced 4y ago
Research talk: Differentially private fine-tuning of large language models
Large Language Models
Research talk: Differentially private fine-tuning of large language models
Microsoft Research Advanced 3y ago
THIS Type of Website Traffic is 8x More Profitable
Large Language Models
THIS Type of Website Traffic is 8x More Profitable
Wes McDowell Advanced 3y ago
MSR-IISc AI Seminar Series: Where on Earth is AI Headed? - Tom M. Mitchell
Large Language Models ⚡ AI Lesson
MSR-IISc AI Seminar Series: Where on Earth is AI Headed? - Tom M. Mitchell
Microsoft Research Advanced 3y ago
AdaTest
Large Language Models ⚡ AI Lesson
AdaTest
Microsoft Research Advanced 3y ago
Competition-Level Code Generation with AlphaCode (Paper Review)
Large Language Models ⚡ AI Lesson
Competition-Level Code Generation with AlphaCode (Paper Review)
Yannic Kilcher Advanced 4y ago
Can Wikipedia Help Offline Reinforcement Learning? (Author Interview)
Large Language Models
Can Wikipedia Help Offline Reinforcement Learning? (Author Interview)
Yannic Kilcher Advanced 4y ago
Can Wikipedia Help Offline Reinforcement Learning? (Paper Explained)
Large Language Models
Can Wikipedia Help Offline Reinforcement Learning? (Paper Explained)
Yannic Kilcher Advanced 4y ago
Research talk: AI for drug discovery
Large Language Models
Research talk: AI for drug discovery
Microsoft Research Advanced 4y ago
Roundtable discussion: Efficient and adaptable large-scale AI
Large Language Models
Roundtable discussion: Efficient and adaptable large-scale AI
Microsoft Research Advanced 4y ago
Research talk: Prompt tuning: What works and what's next
Large Language Models
Research talk: Prompt tuning: What works and what's next
Microsoft Research Advanced 4y ago
Research talk: Transformer efficiency: From model compression to training acceleration
Large Language Models ⚡ AI Lesson
Research talk: Transformer efficiency: From model compression to training acceleration
Microsoft Research Advanced 4y ago
Talk: Project Dexter: Machine learning and automatic decision-making for robotic manipulation
Large Language Models ⚡ AI Lesson
Talk: Project Dexter: Machine learning and automatic decision-making for robotic manipulation
Microsoft Research Advanced 4y ago
Data Collators: A Tour
Large Language Models
Data Collators: A Tour
HuggingFace Advanced 4y ago
The Benefit of Bottlenecks in Evolving Artificial Intelligence with David Ha - #535
Large Language Models ⚡ AI Lesson
The Benefit of Bottlenecks in Evolving Artificial Intelligence with David Ha - #535
The TWIML AI Podcast with Sam Charrington Advanced 4y ago
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