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LLM fine tuning for Medical domain

Instructor based workshop to fine tune a pre trained LLM on custom domain data for performing specific tasks.

Hurry up to get enroll.. ₹10,000 ₹5,000 50% OFF

4.7

Rating

10 Hrs

Duration

Advance

Level

10

Assignments

What you'll learn

How to create training data set for LLM fine tuning
Different approaches used to fine tune LLM with pros and cons
Evaluating performance metrics of fine tune model vs original model

Who should take this course

Ideal for anyone with python programming and LLM knowledge
It is recommended to do the “LLM for beginners” training before joining this course

Skills you'll gain

LLM
Python
Supervised fine tuning
Parameter efficient fine tuning
RLHF
Model evaluation
Deep learning
Transformer

Course contents

when to fine tune over prompt engineering

Supervised fine tuning
Parameter efficient fine tuning
Reinforcement learning from human feedback
Direct preference optimization

Understanding the case study objective
Selecting the Model for fine tuning

Data preparation
Training the model

Evaluating the model's performance metrics

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