Mistral: Easiest Way to Fine-Tune on Custom Data

This video is sponsored by Gradient.ai, check them out here: https://gradient.1stcollab.com/engine...

In this video, we will learn how to fine-tune Mistral-7B on your own data.We will look at data preparation and preprocessing for getting the best results.

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LINKS:
Google Colab: https://tinyurl.com/5n7jkx4z
Gradient: https://gradient.ai/
LoRA: https://huggingface.co/docs/peft/conc...

TIMESTAMPS:
[00:00] Introduction
[01:06] Understanding and Formatting the Dataset
[03:24] Filtering and Structuring the Dataset
[05:45] Transforming the Dataset to single column
[10:00] Preparing for Model Training - Mistral-7B Fine tuning
[14:46] Understanding and Applying LoRa for Training
[18:36] Running the Training Process
[20:11] Storing and Testing the Trained Model
[21:12] Recap and Conclusion



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