FASTEST Finetuning with Unsloth in 30 Minutes – Real World Example Fine Tuning SQUAD Dataset
#huggingface #unsloth #ai #squad #googlecolab #finetuning
Welcome back to the channel & today’s tutorial! A lot of you mentioned about Unsloth in the comments, so, here we are today! We’re diving into fine-tuning the SQuAD dataset using #Unsloth on Google Colab. Within 30 minutes, you can already fine-tune an LLM! Whether you are new to NLP or an AI practitioner, this step-by-step guide will show you how to leverage efficient LoRA-based fine-tuning techniques to train your language model quickly and effectively—in just 30 minutes!
🎥 In this video, we cover:
✔️ Introduction to the SQu…
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Chapters (8)
Introduction
1:04
Setting Up Google Colab Environment
1:26
Load pre-trained model using Unsloth FastLanguageModel Class
3:49
Applying LoRA Adapters with Unsloth
9:09
Overview of SQuAD Dataset & Preprocessing Steps - IMPORTANT!
13:22
Fine-Tuning the Model
19:06
Evaluating Model Performance
21:17
Conclusion and Next Steps
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