Improving the Performance of Your LLM Beyond Fine Tuning

Everything A Business Needs To Fine Tune An LLM Model On Their Own Data, And Beyond!
4.31 (18 reviews)
Udemy
platform
English
language
Other
category
instructor
Improving the Performance of Your LLM Beyond Fine Tuning
491
students
5 hours
content
Oct 2024
last update
$64.99
regular price

What you will learn

Explain the importance and benefits of improving the performance of your LLM model beyond traditional fine tuning methods

Identify and apply the data augmentation techniques that can increase the quantity and diversity of your data for fine tuning your LLM model

Identify and apply the domain adaptation techniques that can reduce the mismatch and inconsistency of your data for fine tuning your LLM model

Identify and apply the model pruning techniques that can reduce the complexity and size of your LLM model after fine tuning it

Identify and apply the model distillation techniques that can improve the efficiency and speed of your LLM model after fine tuning it

Screenshots

Improving the Performance of Your LLM Beyond Fine Tuning - Screenshot_01Improving the Performance of Your LLM Beyond Fine Tuning - Screenshot_02Improving the Performance of Your LLM Beyond Fine Tuning - Screenshot_03Improving the Performance of Your LLM Beyond Fine Tuning - Screenshot_04
5593542
udemy ID
10/4/2023
course created date
10/10/2023
course indexed date
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