Python Gradio UI for Fine-tuning LLM (OpenAI GPT) with Custom Data

Prodramp

This video is hands-on-lab to create a python application using Gradio UI to fine-tuning OpenAI LLM model with llamaindex (or gpt-index) library.

(00:00) Content Intro

(00:10) Part 1 Recap

(01:14) Gradio UI Design

(05:55) Python Coding Start

(06:46) Tab 1- OpenAI Config UI

(08:15) Tab 2- Fine-tune LLM UI

(08:55) Tab 3- Query Prompt UI

(12:30) Testing UI (without action)

(13:05) Tab 1- Click Action Code

(15:15) Tab 2- Click Action Code

(23:05) Fine-turning with OpenAI UI

(24:50) Fine-turning with OpenAI Run

(28:28) Tab 3- Click Action(s) Code

(33:05) Query with Index UI

(35:30) Full testing with Text Document

(36:18) API Billing and Cost

(38:30) Code Repo and GitHub

(39:04) Summary