-
GenAI – Adapters In LLM.
GenAI – What Is Adapters In LLM ? Table Of Contents: What Is An Adapter ? Why To Use Adapters ? How Adapters Works ? Why Use Adapters ? (1) What Is An Adapter ? (2) Why To Use Adapter ? (3) How Adapter Works ? (4) Why Use Adapters ? (5) List Of Adapters Available ? (6) List Of Adapters Methods Available ? Bottleneck Adapters. Language Adapters – Invertible Adapters. Prefix Tuning. Compacter. LoRA. IA3. Vera. Prompt Tuning. ReFT. (7) Example with Hugging Face’s PEFT (LoRA Adapters) from transformers import AutoModelForCausalLM from peft import get_peft_model, LoraConfig model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-2-7b-hf")
