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Section 7

Fine-tuning

Specializing Large Language modeles (LLMs) utilisant Low-Rank Adaptation (LoRA) et PEFT techniques.

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Bloomz LoRA Fine-Tuning
Fine-tuningChemin local

Bloomz LoRA Fine-Tuning

Applied PEFT on a Large Language modele.

LoRA depuis zero
Fine-tuningChemin local

LoRA depuis zero

Understanding Low-Rank Adaptation at the tensor level.

LoRA Implementation (PyTorch)
Fine-tuningChemin local

LoRA Implementation (PyTorch)

Custom adapter implementation.

QA Model Fine-Tuning (Haystack)
Fine-tuningChemin local

QA Model Fine-Tuning (Haystack)

Domain adaptation pour Question Answering.