Building LLMs like ChatGPT from scratch and Cloud Deployment
Buy now
Learn more
Discussions
Introduction
Course Introduction
What you'll learn
Colab Notebooks
Pre-requisites
RNNs and Attention Models
How the transformer works
Difference in training and inference
Building Mistral from scratch
Global Architecture of Mistral
Tokenization
Rotary Positional Encoding (RoPE)
RoPE Practice
Group Query Attention
Sliding Window Attention
Kv-caching
Transformer Block
Full Transformer Model
Deploying Mistral to the cloud (Runpod)
Deployment
Products
Course
Section
Lesson
Colab Notebooks
Colab Notebooks
Building LLMs like ChatGPT from scratch and Cloud Deployment
Buy now
Learn more
Discussions
Introduction
Course Introduction
What you'll learn
Colab Notebooks
Pre-requisites
RNNs and Attention Models
How the transformer works
Difference in training and inference
Building Mistral from scratch
Global Architecture of Mistral
Tokenization
Rotary Positional Encoding (RoPE)
RoPE Practice
Group Query Attention
Sliding Window Attention
Kv-caching
Transformer Block
Full Transformer Model
Deploying Mistral to the cloud (Runpod)
Deployment
Link to colab: