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How to Fine-Tune any AI Model Locally (FULL Tutorial)

Tech With Tim Guide 3 months ago

Description

Get started with HeyGen: https://www.heygen.com/?sid=rewardful&utm_content=creator&utm_medium=influencera&via=0ea234

Fine-tuning your own AI model used to require a PhD, a massive GPU cluster, and weeks of setup. With Unsloth Studio, you can do it locally, for free, with a graphical interface — no terminal required, no account needed, no internet connection necessary. In this full tutorial I walk you through everything from scratch: what fine-tuning actually is, how to build a dataset, how to train your model, and how to compare your fine-tuned version against the base model to verify it's actually working.

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🎞 Video Resources 🎞
Unsloth Docs: https://unsloth.ai/docs

⏳ Timestamps ⏳
00:00 | Overview
00:29 | Fine-Tuning Basics
01:24 | Unsloth Studio
02:36 | Fine-Tuning Details & Architecture
04:08 | QLoRA vs LoRA
05:40 | HeyGen
07:03 | Fine-Tuning vs RAG
07:51 | Hardware Requirements
09:10 | Unsloth Setup/Install
09:50 | Unsloth UI
11:45 | Model Selection
14:25 | Chatting with Models
15:05 | Training Data Overview
17:20 | Generating Training Data
18:50 | Unsloth Recipe Setup (Custom Dataset)
32:11 | Dataset Selection/Setup
34:24 | Training the Model
38:34 | Model Comparison
40:22 | Exporting the Model

Hashtags
#Unsloth #FineTuning #LocalAI

UAE Media License Number: 3635141