[BETA] Finetuning Transformer Models

Learn the basics of finetuning, GPU use in deep learning, and finetuning with Hugging Face.
Learn the basics of finetuning, GPU use in deep learning, and finetuning with Hugging Face.


* Understanding finetuning

* GPU use in deep learning

* Finetuning with Hugging Face

• Finetuning Transformer Models: Learn the basics of finetuning transformer models as well as the techniques used to efficiently train large models on consumer hardware (PEFT).
• Lesson: Finetuning Fundamentals
• Lesson: Finetuning with LoRA and QLoRA
• Quiz: Introduction to Finetuning Quiz
• Finetuning with Hugging Face: Practice finetuning with Hugging Face libraries, performing a full finetune, LoRA, and QLoRA on a BERT sentiment classifier.
• Lesson: Finetuning Transformers with Hugging Face
• Quiz: Finetuning Transformers with Hugging Face
• KanbanProject: Finetuning a Generative Language Model
• Informational: Next Steps