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Fine-tuning Alpaca: Train Alpaca LoRa for Sentiment Analysis on a Custom Dataset
March 30, 2023, 10:30 p.m. | Venelin Valkov
Venelin Valkov www.youtube.com
Want to train Alpaca on a custom dataset? In this tutorial, I'll show you how to fine-tune Llama 7B with Alpaca LoRa on a custom dataset of tweets related to bitcoin sentiment. You'll learn how to preprocess the data, train the model, and analyze its performance.
Discord: https://discord.gg/UaNPxVD6tv
Prepare for the Machine Learning interview: https://mlexpert.io
Subscribe: http://bit.ly/venelin-subscribe
00:00 - Intro
00:39 - Bitcoin Tweets Sentiment Dataset
01:26 - Easy Fine-Tuning
02:25 - Alpaca Lora Dataset
08:43 …
alpaca analyze bitcoin data dataset easy fine-tuning learn llama lora performance preprocess sentiment show training tutorial
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