1
Install the Library
Run 'pip install transformers' to install the Hugging Face Transformers library.
2
Load a Pre-Trained Model
Import the pipeline API and load a model for your task, e.g., sentiment-analysis.
3
Prepare Your Dataset
Format your data according to the task requirements and tokenize using the provided tokenizer classes.
4
Fine-Tune the Model
Use the Trainer API or custom training loops to fine-tune the model on your dataset.
5
Deploy and Integrate
Export the fine-tuned model and integrate it into your application or use Hugging Face Inference API for hosting.