🔥 Fine-Tuning LLM | AI Sentiment Analyzer | For Beginners |
Автор: iQuant
Загружено: 2025-05-22
Просмотров: 322
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GitHub Repository: https://github.com/iQuantC/Fine_Tunin...
📱 Description:
WATCH ME build a complete AI sentiment analyzer that tells you if movie reviews are positive or negative.
In this step-by-step tutorial, I walk you through creating a WORKING movie review sentiment classifier using Hugging Face's powerful ecosystem. We'll cover everything from fine-tuning a pre-trained language model on a custom dataset to deploying a fully functional web application that ANYONE can use.
🔥 What You Will Learn:
1. How to prepare data for NLP sentiment analysis
2. Fine-tuning transformer models the RIGHT way
3. Creating an intuitive web interface with Gradio
4. Deploying your ML project for real-world use
This beginner-friendly guide shows you the EXACT steps I took to create a production-ready AI application by fine-tuning LLM model. Perfect for data scientists, ML enthusiasts, or anyone interested in practical AI applications!
📌 Chapters
0:00 - Introduction
02:05 - Project Overview
06:11 - Setup Environment
08:44 - Dataset Preparation
12:17 - Train the LLM model on Custom Dataset
22:55 - Evaluate the Trained LLM model
31:37 - Building an Interactive UI for LLM model for Inference
40:04 - Final Wrap-up
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#machinelearning #nlp #huggingface #aitutorialforbeginners #datascience #practicalai #llm #llmops #pytorch #gradio
Disclaimer: This video is for educational purposes only. The tools and technologies demonstrated are subject to change, and viewers are encouraged to refer to the official documentation for the most up-to-date information.
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Happy LLMOpsing! 🎉
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