Parameter Efficient Fine Tuning PEFT
Skills:
Fine-tuning LLMs69%
About this lesson
An overview of Parameter Efficient Finetuning (PEFT) methods: 1. Adapters 2. Prefix tuning 3. Prompt tuning 4. LoRA 5. QLoRA 6. BitFit 7. Diff Pruning
Original Description
An overview of Parameter Efficient Finetuning (PEFT) methods:
1. Adapters
2. Prefix tuning
3. Prompt tuning
4. LoRA
5. QLoRA
6. BitFit
7. Diff Pruning
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