Causal language modeling
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Explore causal language modeling techniques
Notebooks
A collection of notebooks demonstrating PEFT methods applied to various tasks
Note Apply PEFT methods to causal language modeling
Conditional generation
🐶4Explore conditional text generation examples
Note Apply PEFT methods to conditional generation
Diffusion
🦄Explore Diffusion models with example notebooks
Note Apply PEFT methods to train diffusion models
Feature extraction
🐻1Open a feature‑extraction example notebook
Note Apply PEFT methods for a feature extraction task like semantic similarity
Image classification
🐸2Classify images using example notebooks
Note Apply PEFT methods for image classification
Quantization
🐥6Explore quantization examples with Flan-T5, OPT, and Whisper
Note Combine PEFT and quantization methods to train truly large models
Sequence classification
🐔Explore sequence classification examples
Note Apply PEFT methods to sequence classification
Semantic segmentation
🦉2View semantic segmentation examples
Note Apply PEFT methods to semantic segmentation
Token classification
🐠Classify tokens in your text
Note Apply PEFT methods to token classification