PEFT w/ Multi LoRA explained (LLM fine-tuning)

Parameter Efficient Fine-Tuning of LLM w/ multiple LoRA Adapters.

A deep dive to understand LoRA (low rank adaptation) and its possible configurations, including the 16 LoRA_config parameters for parameter efficient fine-tuning.

Switch between different PEFT adapters and activate or deactivate added PEFT LoRA Adapters to a pre-trined LLM or VLM.

PEFT - LoRA explained, in detail.
Matrix factorization, Singular value decomposition (SVD).

How to add multiple PEFT-LoRA adapters together into one adapter.

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deep dive explained fine-tuning llm lora low multiple parameters peft vlm