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Fine-Tuning GPT-3.5 Turbo for Complex Tasks with Minimal System Messages

echohive via YouTube

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Overview

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This tutorial builds a workflow for summarizing Wikipedia articles, evaluating the summaries with GPT-4, preparing training and validation data, and fine-tuning GPT-3.5 Turbo. It also covers monitoring, canceling, and deleting fine-tuning jobs and models.

Syllabus

Intro
Summary eval code review
Downlading wikipedia articles code review
GPT 3.5 instruct summaries code review
GPT 3.5 instructr summary parallel code review
GPT-4 Summary eval code review
GPT-4 Summary eval parallel code review
Combine summary evaluations
creating fine tuning dataset code review
Fine tuning code review

Taught by

echohive

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