Core AI

Large Language Models

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

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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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Memory-assisted prompt editing to improve GPT-3 after deployment (Machine Learning Paper Explained)
Large Language Models
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
100x Improvements in Deep Learning Performance with Sparsity with Subutai Ahmad - #562
The TWIML AI Podcast with Sam Charrington Advanced 4y ago
Competition-Level Code Generation with AlphaCode (Paper Review)
Large Language Models
Competition-Level Code Generation with AlphaCode (Paper Review)
Yannic Kilcher 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
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
Hub Featureton
Large Language Models
Hub Featureton
HuggingFace Advanced 4y ago
WHY AND HOW OF SCALING LARGE LANGUAGE MODELS | NICHOLAS JOSEPH
Large Language Models
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
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
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
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
Generating training data for medical summarization with GPT-3 with Curai's Xavier Amatriain
Large Language Models
Generating training data for medical summarization with GPT-3 with Curai's Xavier Amatriain
Weights & Biases Advanced 4y ago
GPyT - Generative Python Transformer Model released (the off-brand Github Copilot)
Large Language Models
GPyT - Generative Python Transformer Model released (the off-brand Github Copilot)
sentdex Advanced 4y ago
Deduplicating Training Data makes Language Models Better
Large Language Models
Deduplicating Training Data makes Language Models Better
Connor Shorten Advanced 4y ago
Train Custom Image Classifier from Scratch - End-to-End Tutorial - 🤗 Transformers with HuggingPics
Large Language Models
Train Custom Image Classifier from Scratch - End-to-End Tutorial - 🤗 Transformers with HuggingPics
1littlecoder Advanced 4y ago
Training and Testing an Italian BERT - Transformers From Scratch #4
Large Language Models
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
Building MLM Training Input Pipeline - Transformers From Scratch #3
James Briggs Advanced 4y ago
I'm Hiring!
Large Language Models
I'm Hiring!
Siraj Raval Advanced 4y ago
El Origen de las IAs que GENERAN Imágenes desde TEXTO (VQGAN+CLIP)
Large Language Models
El Origen de las IAs que GENERAN Imágenes desde TEXTO (VQGAN+CLIP)
Dot CSV Advanced 4y ago
Generative Python Transformer p.6 - Testing larger model
Large Language Models
Generative Python Transformer p.6 - Testing larger model
sentdex Advanced 4y ago
Tutorial 2- Fine Tuning Pretrained Model On Custom Dataset Using 🤗 Transformer
Large Language Models
Tutorial 2- Fine Tuning Pretrained Model On Custom Dataset Using 🤗 Transformer
Krish Naik Advanced 4y ago
Tutorial 1-Transformer And Bert Implementation With Huggingface
Large Language Models
Tutorial 1-Transformer And Bert Implementation With Huggingface
Krish Naik Advanced 4y ago
The QAnon Conspiracy
Large Language Models
The QAnon Conspiracy
Data Skeptic Advanced 5y ago
AI Weekly Update - March 8th, 2021 (#27)!
Large Language Models
AI Weekly Update - March 8th, 2021 (#27)!
Connor Shorten Advanced 5y 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: 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
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
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
The Benefit of Bottlenecks in Evolving Artificial Intelligence with David Ha - #535
The TWIML AI Podcast with Sam Charrington Advanced 4y ago
Three Explorations on Pre-Training: an Analysis, an Approach, and an Architecture
Large Language Models
Three Explorations on Pre-Training: an Analysis, an Approach, and an Architecture
Microsoft Research Advanced 4y ago
Deploy a Hugging Face Transformers Model from S3 to Amazon SageMaker
Large Language Models
Deploy a Hugging Face Transformers Model from S3 to Amazon SageMaker
HuggingFace Advanced 4y ago
Day 3 Talks JAX, Flax, Transformers 🤗
Large Language Models
Day 3 Talks JAX, Flax, Transformers 🤗
HuggingFace Advanced 4y ago
Training BERT #5 - Training With BertForPretraining
Large Language Models
Training BERT #5 - Training With BertForPretraining
James Briggs Advanced 4y ago
Training BERT #3 - Next Sentence Prediction (NSP)
Large Language Models
Training BERT #3 - Next Sentence Prediction (NSP)
James Briggs Advanced 4y ago
Generative Python Transformer p.5 - Training and some testing of GPT-2 model
Large Language Models
Generative Python Transformer p.5 - Training and some testing of GPT-2 model
sentdex Advanced 4y ago
Generative Python Transformer p.4 - Tokenizing
Large Language Models
Generative Python Transformer p.4 - Tokenizing
sentdex Advanced 4y ago
Generative Python Transformer p.3 - Preprocessing Dataset
Large Language Models
Generative Python Transformer p.3 - Preprocessing Dataset
sentdex Advanced 4y ago
Generative Python Transformer p.2 - Raw Data Cleaning
Large Language Models
Generative Python Transformer p.2 - Raw Data Cleaning
sentdex Advanced 4y ago
AI Storytelling Systems with Mark Riedl - #478
Large Language Models
AI Storytelling Systems with Mark Riedl - #478
The TWIML AI Podcast with Sam Charrington Advanced 4y ago
Innovating Neural Machine Translation with Arul Menezes - #458
Large Language Models
Innovating Neural Machine Translation with Arul Menezes - #458
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
Presenting... Determined AI!
Large Language Models
Presenting... Determined AI!
Connor Shorten Advanced 5y ago
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