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Fine Tune a model with MLX for Ollama

Matt Williams 104,952 8 months ago
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Unlock the secrets of AI model fine-tuning in this easy-to-follow guide! Learn how to: • Customize AI responses without complex coding • Create your own dataset for personalized results • Fine-tune Mistral using MLX on Apple Silicon • Implement your fine-tuned model with Ollama Discover why fine-tuning isn't as daunting as it seems, and how you can tweak AI models to match your unique style. Perfect for beginners and those intimidated by traditional Python notebook tutorials. Don't miss this opportunity to level up your AI skills and create models that truly understand you! #AITutorial #MachineLearning #FineTuning #MistralAI #AppleSilicon t My Links 🔗 👉🏻 Subscribe (free): https://www.youtube.com/technovangelist 👉🏻 Join and Support: https://www.youtube.com/channel/UCHaF9kM2wn8C3CLRwLkC2GQ/join 👉🏻 Newsletter: https://technovangelist.substack.com/subscribe 👉🏻 Twitter: https://www.twitter.com/technovangelist 👉🏻 Discord: https://discord.gg/uS4gJMCRH2 👉🏻 Patreon: https://patreon.com/technovangelist 👉🏻 Instagram: https://www.instagram.com/technovangelist/ 👉🏻 Threads: https://www.threads.net/@technovangelist?xmt=AQGzoMzVWwEq8qrkEGV8xEpbZ1FIcTl8Dhx9VpF1bkSBQp4 👉🏻 LinkedIn: https://www.linkedin.com/in/technovangelist/ 👉🏻 All Source Code: https://github.com/technovangelist/videoprojects Want to sponsor this channel? Let me know what your plans are here: https://www.technovangelist.com/sponsor 00:00 - AI is Amazing 00:26 - Two approaches to tweaking models 00:36 - What is fine tuning 00:57 - Why is it hard to get started 01:12 - The biggest problem 01:39 - Just 3 steps 01:52 - The hardest part 02:09 - Start with step 1 02:27 - How to figure out what to do 03:51 - My first fine tune 04:44 - What to put where 04:58 - Move on to the next step 05:31 - Huggingface login 05:48 - The mlx command 06:43 - The results 06:56 - Define the new model 07:32 - A couple of gotchas

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