# A project for accessing over 15,000 neural network models from Hugging Face

This project provides access to over 15,000 neural network models provided by Hugging Face. An API key from huggingface.co (not .com) is required. A free plan provides 30,000 input characters per month.

Examples include:

• Translate between languages.
• Classify text into categories you choose.
• Produce a summary of text.
• Hold a conversation.
• Answer a question given a context.
• Detect how positive or negative some is.
• Find the named entities in some text.
• Fill in the blanks.

Translation doesn't have this problem. Translating a million characters for $10 isn't bad. And there are enough models to cover 169 languages. One problem is that some models take 10 or 20 seconds to load. One can avoid that by paying$1/day/model.