Notebooks - a PEFT Collection

PEFT 's Collections

Notebooks

updated Jan 9

A collection of notebooks demonstrating PEFT methods applied to various tasks

Running

13

🐨

Causal language modeling

Note Apply PEFT methods to causal language modeling
Running

4

🐶

Conditional generation

Note Apply PEFT methods to conditional generation
Running

🦄

Diffusion

Note Apply PEFT methods to train diffusion models
Running

🐻‍❄️

Feature extraction

Note Apply PEFT methods for a feature extraction task like semantic similarity
Running

2

🐸

Image classification

Note Apply PEFT methods for image classification
Running

3

🐥

Quantization

Note Combine PEFT and quantization methods to train truly large models
Running

🐔

Sequence classification

Note Apply PEFT methods to sequence classification
Running

1

🦉

Semantic segmentation

Note Apply PEFT methods to semantic segmentation
Running

🐠

Token classification

Note Apply PEFT methods to token classification