Hugging Face — Fine-tuning LLMs with LoRA & QLoRA
Hugging Face — Fine-tuning LLMs with LoRA & QLoRA is a free intermediate-level course from Hugging Face, typically completed in 6 hours (around 6 study hours).
- Price
- Free
- Duration
- 6 hours
- Level
- Intermediate
- Study hours
- 6 hours
- Provider
- Hugging Face
About this course
Hands-on PEFT/LoRA/QLoRA fine-tuning recipes using the Hugging Face stack.
What you will be able to do
- Apply an LLM to a practical business or study task
- Train and evaluate models on a prepared dataset
- Analyse model errors, bias and overfitting
- Evaluate model output for accuracy, bias and hallucination
- Assemble portfolio evidence you can explain and defend at interview
Highlights
- LoRA
- QLoRA
- PEFT
Questions people ask
How much does Hugging Face — Fine-tuning LLMs with LoRA & QLoRA cost?
Hugging Face — Fine-tuning LLMs with LoRA & QLoRA is free. Some providers charge separately for a verified certificate.
How long does Hugging Face — Fine-tuning LLMs with LoRA & QLoRA take?
The provider lists 6 hours. That works out at roughly 6 study hours in total.
Is Hugging Face — Fine-tuning LLMs with LoRA & QLoRA suitable for beginners?
It is pitched at intermediate level, so some prior experience helps.
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