Beyond Sentence Transformers: More HuggingFace Capabilities

HuggingFace supports a wide range of NLP tasks such as translation, summarization, and question answering through its model hub.

from transformers import pipeline

# Load summarization pipeline
summarizer = pipeline("summarization")

text = "HuggingFace makes it easy to apply state-of-the-art NLP models."
summary = summarizer(text, max_length=30, min_length=5, do_sample=False)

print(summary)

You can use one platform to access models for diverse use cases, all backed by state-of-the-art architectures.