Building LLMs like ChatGPT from Scratch and Cloud Deployment

Coding a large language model (Mistral) from scratch in Pytorch and deploying using the vLLM Engine on Runpod

Udemy

platform

English

language

Data Science

category

Neuralearn Dot AI

instructor

Building LLMs like ChatGPT from Scratch and Cloud Deployment

11

students

3 hours

content

Jun 2025

last update

$19.99

regular price

What you will learn

Deconstruct the Transformer Architecture

Grasp Core NLP Concepts

Implement a Complete GPT Model (Mistral)

Build a Robust API for Your Model

Deploy to Cloud Platforms

Understand and implement Kv-caching

Understand and implement Group query attention

Understand and implement Rotary Positional Encoding

Course Gallery

Building LLMs like ChatGPT from Scratch and Cloud Deployment – Screenshot 1 — Screenshot 1 – Building LLMs like ChatGPT from Scratch and Cloud Deployment

Building LLMs like ChatGPT from Scratch and Cloud Deployment – Screenshot 2 — Screenshot 2 – Building LLMs like ChatGPT from Scratch and Cloud Deployment

Building LLMs like ChatGPT from Scratch and Cloud Deployment – Screenshot 3 — Screenshot 3 – Building LLMs like ChatGPT from Scratch and Cloud Deployment

Building LLMs like ChatGPT from Scratch and Cloud Deployment – Screenshot 4 — Screenshot 4 – Building LLMs like ChatGPT from Scratch and Cloud Deployment

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6538601

udemy ID

25/03/2025

course created date

04/07/2025

course indexed date

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