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EASIEST Way to Fine-Tune a LLM and Use It With Ollama

2025-06-27 Education
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Tech With Tim
Tech With Tim
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Description

Get started with 10Web and their AI Website Builder API: https://10web.io/website-builder-api/?utm_source=YouTube&utm_medium=Influencer&utm_campaign=TechWithTim Today, you'll learn how to fine-tune LLMs in Python for use in Ollama. I'll walk you through it step by step, give you all the code and show you how to test it out. Want to make real money with coding? I share high-signal insights on careers, monetization, and leverage in my free newsletter. Join here and get my guide How to Make Money With Coding instantly: https://techwithtim.net/newsletter ⏳ Timestamps ⏳ 00:00 | What is Fine-Tuning? 02:25 | Gathering Data 05:52 | Google Collab Setup 09:17 | Fine-Tuning with Unsloth 16:58 | Model Setup in Ollama 🎞 Video Resources 🎞 Code in this video: https://drive.google.com/drive/folders/1p4ZilsJsdxB5lH6ZBMdIEJBt0WVUMsDq?usp=sharing Notebook Google Collab: https://colab.research.google.com/drive/1NsRGmHVupulRzsq9iUTx8V8WgTSpO_04?usp=sharing Hashtags #Python #Ollama #LLM

Top Comments (10)

@TechWithTim 2025-06-26

Get started with 10Web and their AI Website Builder API: https://10web.io/website-builder-api/?utm_source=YouTube&utm_medium=Influencer&utm_campaign=TechWithTim

7 1 replies
@otorishingen8600 2025-08-18

Finally someone who speaks in clear terms but keeps things simple enough to keep things going.

41 2 replies
@ElectricalEngineerGenius 2025-08-01

there is so much in this video that could have been explained, I wish you would go more in detail for next videos that would be very helpful, even if it takes time. Of course I will credit Tim for his video.

10
@isaackodera9441 2026-01-22

I never even knew unsloth has a python library for fine-tuning. This is truly amazing 🎉

0
@ashishnegi7000 2025-06-27

Exactly what i want I am with this now create a chat box which is trained in my data set

5
@rverm1000 2026-03-03

Perfect im learning how to finetune small llm's and understand exactly what your doing.

0
@canygard 2025-11-30

This is a great learning project. I did this exact project with Jane Austin books on llama 3.2 3b. Knowing what I know now its all about figuring out cleaver ways to get clean data or clean data yourself. I now have a few python scripts that will run dirty data through gemini to output clear data or even json data.

3
@Gyan_and_sagar 2025-09-16

the step by step was super helpful, thx

6
@bakertechs 2025-08-05

Big thanks for saying the difference between training and finetuning. I was about to go the long and hard way of training but i just need to fine tune.🙂

0
@VinciSid 2025-09-30

Best tutorial I've ever seen about LLM Fine-tuning! THANK YOU!

0

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