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Local AI
Intermediate20 min
How to Fine-Tune an LLM with LoRA (Beginner Guide)
Understand what fine-tuning actually does, why LoRA makes it possible on consumer hardware, and what you need before you write a single line of training code.
Local AI
Advanced30 min
How to Fine-Tune Llama 3 on Your Own Data with Unsloth
Install Unsloth, load Llama 3, format your JSONL dataset, run a LoRA training job, and export the result as a GGUF file ready for Ollama.
Local AI
Intermediate12 min
How to Run Your Fine-Tuned Model in Ollama
Take the GGUF file from your fine-tune, write a Modelfile, register it with Ollama, run it locally, and optionally push it to the Ollama registry.
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