Fast Fine Tuning with Unsloth

Author: Matt Williams
Published At: 2025-01-24T00:00:00
Length: 16:29

Summary

Description

πŸš€ Discover how to fine-tune LLMs at blazing speeds on Windows and Linux! If you've been jealous of MLX's performance on Mac, Unsloth is the game-changing solution you've been waiting for.

🎯 In this video, you'll learn:

β€’ How to set up Unsloth for lightning-fast model fine-tuning

β€’ Step-by-step tutorial from Colab notebook to production script

β€’ Tips for efficient fine-tuning on NVIDIA GPUs

β€’ How to export your models directly to Ollama

β€’ Common pitfalls and how to avoid them

πŸ”§ Requirements:

β€’ NVIDIA GPU (CUDA 7.0+)

β€’ Python 3.10-3.12

β€’ 8GB+ VRAM

Links Mentioned:

https://tvl.st/unslothrepo

https://tvl.st/unslothamd

https://tvl.st/unslothreq

https://tvl.st/unslothwindows

https://tvl.st/python313aiml

#MachineLearning #LLM #AIEngineering

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Translated At: 2025-04-01T04:59:36Z

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