Core AI

Large Language Models

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

25,266
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
Videos 19,496 Reads 5,770
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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
Why you should have a portfolio website
Large Language Models โšก AI Lesson
Why you should have a portfolio website
Tina Huang Beginner 4y ago
Training BERT #2 - Train With Masked-Language Modeling (MLM)
Large Language Models โšก AI Lesson
Training BERT #2 - Train With Masked-Language Modeling (MLM)
James Briggs Intermediate 4y ago
Training BERT #1 - Masked-Language Modeling (MLM)
Large Language Models
Training BERT #1 - Masked-Language Modeling (MLM)
James Briggs Beginner 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
Neural Activations & Dataset Examples
Large Language Models
Neural Activations & Dataset Examples
Jay Alammar Beginner 4y ago
Generative Python Transformer p.4 - Tokenizing
Large Language Models โšก AI Lesson
Generative Python Transformer p.4 - Tokenizing
sentdex Advanced 4y ago
L19.5.2.2 GPT-v1: Generative Pre-Trained Transformer
Large Language Models
L19.5.2.2 GPT-v1: Generative Pre-Trained Transformer
Sebastian Raschka Beginner 4y ago
L19.5.2.4 GPT-v2: Language Models are Unsupervised Multitask Learners
Large Language Models
L19.5.2.4 GPT-v2: Language Models are Unsupervised Multitask Learners
Sebastian Raschka Beginner 4y ago
Before & After: Top 5 Redesigns of a Small Business Website
Large Language Models
Before & After: Top 5 Redesigns of a Small Business Website
Flux Academy Beginner 4y ago
An Introduction to Accessibility and SEO [Series Part 1] โ€” Whiteboard Friday
Large Language Models
An Introduction to Accessibility and SEO [Series Part 1] โ€” Whiteboard Friday
Moz Beginner 4y ago
Building Trust in Artificial Intelligence (AI) Solutions | Responsible AI | Community Webinar
Large Language Models
Building Trust in Artificial Intelligence (AI) Solutions | Responsible AI | Community Webinar
Data Science Dojo Beginner 4y ago
Studying Scaling Laws for Transformer Architecture โ€ฆ | Shola Oyedele | OpenAI Scholars Demo Day 2021
Large Language Models
Studying Scaling Laws for Transformer Architecture โ€ฆ | Shola Oyedele | OpenAI Scholars Demo Day 2021
OpenAI Intermediate 4y ago
Words to Bytes: Exploring Language Tokenizations | Sam Gbafa | OpenAI Scholars Demo Day 2021
Large Language Models โšก AI Lesson
Words to Bytes: Exploring Language Tokenizations | Sam Gbafa | OpenAI Scholars Demo Day 2021
OpenAI Intermediate 4y ago
Generative Python Transformer p.3 - Preprocessing Dataset
Large Language Models
Generative Python Transformer p.3 - Preprocessing Dataset
sentdex Advanced 4y ago
The Unreasonable Effectiveness of RNNs (Article and Visualization Commentary) [2015 article]
Large Language Models
The Unreasonable Effectiveness of RNNs (Article and Visualization Commentary) [2015 article]
Jay Alammar Beginner 4y ago
We code a trading bot live! @jacobamaral
Large Language Models โšก AI Lesson
We code a trading bot live! @jacobamaral
Tina Huang Intermediate 4y ago
5 Instagram STORY Hacks You Didn't Know Existed
Large Language Models โšก AI Lesson
5 Instagram STORY Hacks You Didn't Know Existed
Harry | Social Media Marketing & Growth Coach Intermediate 5y ago
Proof of Stake with Essentia
Large Language Models
Proof of Stake with Essentia
Siraj Raval Beginner 5y ago
Why the US has two different highway fonts
Large Language Models
Why the US has two different highway fonts
Vox Beginner 5y ago
AI Text and Code Generation with GPT Neo and Python | GPT3 Clone
Large Language Models
AI Text and Code Generation with GPT Neo and Python | GPT3 Clone
Nicholas Renotte Beginner 5y 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
5 Underrated Marketing Books You Need To READ In 2024
Large Language Models โšก AI Lesson
5 Underrated Marketing Books You Need To READ In 2024
Harry | Social Media Marketing & Growth Coach Intermediate 5y ago
Beautiful Terminal Styling in Python With Rich
Large Language Models
Beautiful Terminal Styling in Python With Rich
Patrick Loeber Beginner 5y ago
Coding Up a Linear Regression Algorithm From Scratch | Machine Learning Project
Large Language Models โšก AI Lesson
Coding Up a Linear Regression Algorithm From Scratch | Machine Learning Project
Data Science Dojo Beginner 5y ago
AI-Generated Blog Content with GPT-Neo (GPT-3 Alternative) + Gradio | Python ML Web App
Large Language Models
AI-Generated Blog Content with GPT-Neo (GPT-3 Alternative) + Gradio | Python ML Web App
1littlecoder Beginner 5y ago
L19.5.2.7: Closing Words -- The Recent Growth of Language Transformers
Large Language Models
L19.5.2.7: Closing Words -- The Recent Growth of Language Transformers
Sebastian Raschka Beginner 4y ago
L19.5.2.6 BART: Combining Bidirectional and Auto-Regressive Transformers
Large Language Models
L19.5.2.6 BART: Combining Bidirectional and Auto-Regressive Transformers
Sebastian Raschka Beginner 4y ago
L19.5.2.5 GPT-v3: Language Models are Few-Shot Learners
Large Language Models
L19.5.2.5 GPT-v3: Language Models are Few-Shot Learners
Sebastian Raschka Beginner 4y ago
L19.6 DistilBert Movie Review Classifier in PyTorch -- Code Example
Large Language Models
L19.6 DistilBert Movie Review Classifier in PyTorch -- Code Example
Sebastian Raschka Beginner 4y ago
L19.5.2.3 BERT: Bidirectional Encoder Representations from Transformers
Large Language Models
L19.5.2.3 BERT: Bidirectional Encoder Representations from Transformers
Sebastian Raschka Beginner 4y ago
L19.5.2.1 Some Popular Transformer Models: BERT, GPT, and BART -- Overview
Large Language Models
L19.5.2.1 Some Popular Transformer Models: BERT, GPT, and BART -- Overview
Sebastian Raschka Beginner 4y ago
L19.5.1 The Transformer Architecture
Large Language Models
L19.5.1 The Transformer Architecture
Sebastian Raschka Beginner 4y ago
NER With Transformers and spaCy (Python)
Large Language Models
NER With Transformers and spaCy (Python)
James Briggs Beginner 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
Sentence Similarity With Transformers and PyTorch (Python)
Large Language Models โšก AI Lesson
Sentence Similarity With Transformers and PyTorch (Python)
James Briggs Beginner 5y ago
L19.4.3 Multi-Head Attention
Large Language Models
L19.4.3 Multi-Head Attention
Sebastian Raschka Beginner 5y ago
L19.4.2 Self-Attention and Scaled Dot-Product Attention
Large Language Models
L19.4.2 Self-Attention and Scaled Dot-Product Attention
Sebastian Raschka Beginner 5y ago
L19.4.1 Using Attention Without the RNN -- A Basic Form of Self-Attention
Large Language Models
L19.4.1 Using Attention Without the RNN -- A Basic Form of Self-Attention
Sebastian Raschka Beginner 5y ago
L19.3 RNNs with an Attention Mechanism
Large Language Models
L19.3 RNNs with an Attention Mechanism
Sebastian Raschka Beginner 5y ago
Generative Python Transformer p.1 - Acquiring Raw Data
Large Language Models
Generative Python Transformer p.1 - Acquiring Raw Data
sentdex Intermediate 5y ago
The quant trader interview guide
Large Language Models โšก AI Lesson
The quant trader interview guide
Tina Huang Beginner 5y ago
Extractive Q&A With Haystack and FastAPI in Python
Large Language Models โšก AI Lesson
Extractive Q&A With Haystack and FastAPI in Python
James Briggs Intermediate 5y ago
L19.2.1 Implementing a Character RNN in PyTorch (Concepts)
Large Language Models
L19.2.1 Implementing a Character RNN in PyTorch (Concepts)
Sebastian Raschka Beginner 5y ago
L19.2.2 Implementing a Character RNN in PyTorch --Code Example
Large Language Models
L19.2.2 Implementing a Character RNN in PyTorch --Code Example
Sebastian Raschka Beginner 5y ago
L19.1 Sequence Generation with Word and Character RNNs
Large Language Models
L19.1 Sequence Generation with Word and Character RNNs
Sebastian Raschka Beginner 5y ago
L19.0 RNNs & Transformers for Sequence-to-Sequence Modeling -- Lecture Overview
Large Language Models
L19.0 RNNs & Transformers for Sequence-to-Sequence Modeling -- Lecture Overview
Sebastian Raschka Beginner 5y ago
How to Use Type Annotations in Python
Large Language Models
How to Use Type Annotations in Python
James Briggs Beginner 5y ago
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