Core AI

Large Language Models

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

24,720
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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Three Explorations on Pre-Training: an Analysis, an Approach, and an Architecture
Large Language Models โšก AI Lesson
Three Explorations on Pre-Training: an Analysis, an Approach, and an Architecture
Microsoft Research 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 โšก AI Lesson
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 - ๐Ÿค— Transformers with HuggingPics
Large Language Models
Train Custom Image Classifier from Scratch - End-to-End Tutorial - ๐Ÿค— Transformers with HuggingPics
1littlecoder Advanced 4y ago
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
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
I'm Hiring!
Large Language Models โšก AI Lesson
I'm Hiring!
Siraj Raval Advanced 4y ago
El Origen de las IAs que GENERAN Imรกgenes desde TEXTO (VQGAN+CLIP)
Large Language Models
El Origen de las IAs que GENERAN Imรกgenes 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 ๐Ÿค— Transformer
Large Language Models
Tutorial 2- Fine Tuning Pretrained Model On Custom Dataset Using ๐Ÿค— 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
AI Storytelling Systems with Mark Riedl - #478
Large Language Models โšก AI Lesson
AI Storytelling Systems with Mark Riedl - #478
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
Scott Harrison | Keep Water Flowing | Talks at Google
Large Language Models
Scott Harrison | Keep Water Flowing | Talks at Google
Talks at Google Advanced 5y ago
The QAnon Conspiracy
Large Language Models โšก AI Lesson
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
Innovating Neural Machine Translation with Arul Menezes - #458
Large Language Models โšก AI Lesson
Innovating Neural Machine Translation with Arul Menezes - #458
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
The ONLY Instagram Hashtag Strategy You Will Need | Dominate Instagram Hashtags In 5 Minutes
Large Language Models โšก AI Lesson
The ONLY Instagram Hashtag Strategy You Will Need | Dominate Instagram Hashtags In 5 Minutes
Harry | Social Media Marketing & Growth Coach Advanced 5y ago
7 ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ Digital Marketing Trends for 2021
Large Language Models
7 ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ Digital Marketing Trends for 2021
Wes McDowell Advanced 5y ago
The Illusion Only Some People Can See
Large Language Models
The Illusion Only Some People Can See
Veritasium Advanced 5y ago
Talks # 15: Shubhadeep Roychowdhury; Applying Machine Learning on Source Code
Large Language Models โšก AI Lesson
Talks # 15: Shubhadeep Roychowdhury; Applying Machine Learning on Source Code
Abhishek Thakur Advanced 5y ago
TorchText | PyTorch Developer Day 2020
Large Language Models
TorchText | PyTorch Developer Day 2020
PyTorch Advanced 5y ago
Directions in ML: Automating Dataset Comparison and Manipulation with Optimal Transport
Large Language Models
Directions in ML: Automating Dataset Comparison and Manipulation with Optimal Transport
Microsoft Research Advanced 5y ago
Blaine Mooers - Why develop a snippet library for Jupyter in your subject domain? | JupyterCon 2020
Large Language Models โšก AI Lesson
Blaine Mooers - Why develop a snippet library for Jupyter in your subject domain? | JupyterCon 2020
JupyterCon Advanced 5y ago
Facebook Ad Objectives: The Best & The Worst Revealed
Large Language Models
Facebook Ad Objectives: The Best & The Worst Revealed
Wes McDowell Advanced 5y ago
Image Completion AI - Predict Pixels Just Like Text Predictions [Image-GPT]
Large Language Models โšก AI Lesson
Image Completion AI - Predict Pixels Just Like Text Predictions [Image-GPT]
bycloud Advanced 5y ago
The Transformer neural network architecture EXPLAINED. โ€œAttention is all you needโ€
Large Language Models
The Transformer neural network architecture EXPLAINED. โ€œAttention is all you needโ€
AI Coffee Break with Letitia Advanced 5y ago
DeepMind x UCL | Deep Learning Lectures | 8/12 | Attention and Memory in Deep Learning
Large Language Models
DeepMind x UCL | Deep Learning Lectures | 8/12 | Attention and Memory in Deep Learning
Google DeepMind Advanced 5y ago
Talks # 4: Sebastien Fischman - Pytorch-TabNet: Beating XGBoost on Tabular Data Using Deep Learning
Large Language Models โšก AI Lesson
Talks # 4: Sebastien Fischman - Pytorch-TabNet: Beating XGBoost on Tabular Data Using Deep Learning
Abhishek Thakur Advanced 5y ago
Attention for time series forecasting & COVID predictions - Isaac Godfried
Large Language Models
Attention for time series forecasting & COVID predictions - Isaac Godfried
Weights & Biases Advanced 5y ago
ML tooling in large companies
Large Language Models
ML tooling in large companies
MLOps.community Advanced 6y ago
MLOps Problems in different size companies
Large Language Models
MLOps Problems in different size companies
MLOps.community Advanced 6y ago
Training BERT #5 - Training With BertForPretraining
Large Language Models โšก AI Lesson
Training BERT #5 - Training With BertForPretraining
James Briggs Advanced 4y ago
Training BERT #3 - Next Sentence Prediction (NSP)
Large Language Models โšก AI Lesson
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 โšก AI Lesson
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
Presenting... Determined AI!
Large Language Models โšก AI Lesson
Presenting... Determined AI!
Connor Shorten Advanced 5y ago
6 of Python's Newest and Best Features (3.7-3.9)
Large Language Models โšก AI Lesson
6 of Python's Newest and Best Features (3.7-3.9)
James Briggs Advanced 5y ago
How-to do Sentiment Analysis with Flair in Python
Large Language Models
How-to do Sentiment Analysis with Flair in Python
James Briggs Advanced 5y ago
Live -Transformers Indepth Architecture Understanding- Attention Is All You Need
1:19:24
Large Language Models โšก AI Lesson
Live -Transformers Indepth Architecture Understanding- Attention Is All You Need
Krish Naik Advanced 5y ago
Distribution Augmentation for Generative Modeling
Large Language Models โšก AI Lesson
Distribution Augmentation for Generative Modeling
Connor Shorten Advanced 5y ago
Rethinking Model Size: Train Large, Then Compress with Joseph Gonzalez - #378
Large Language Models โšก AI Lesson
Rethinking Model Size: Train Large, Then Compress with Joseph Gonzalez - #378
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Large Language Models โšก AI Lesson
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Connor Shorten Advanced 6y ago
Friction Between Data Scientists and Software Engineers
Large Language Models โšก AI Lesson
Friction Between Data Scientists and Software Engineers
MLOps.community Advanced 6y ago
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