Fine tune

We will describe how to fine-tune the towhee operator. Including the introduction of some basic concepts and components, as well as examples of fine-tuning operators for various mainstream deep learning tasks.

Basic Concepts and Components

• Quick start
• Towhee Trainer overview
• Training Config

Computer Vision

• Fine-tune on MNIST
• Fine-tune bird classification model
• Fine-tune on CUB-200-2011
• Fine-tune video deduplication model

Natural Language Processing

• Fine-tune BERT on masked language modeling
• Fine-tune GPT2 on causal language modeling
• Fine-tune semantic textual similarity

Audio

• Fine-tune audio embedding

Multi-modality

• Fine-tune CLIP model