02 HuggingFace Models and API.pdf

HuggingFace Models and API  What is HuggingFace? HuggingFace is an open-source community for sharing model artifacts (different version of ML models) It contains many pretrained and packaged models for popular ML tasks Most of the models are for LLM applications but it’s no...

HuggingFace Models and API  What is HuggingFace? HuggingFace is an open-source community for sharing model artifacts (different version of ML models) It contains many pretrained and packaged models for popular ML tasks Most of the models are for LLM applications but it’s not the only thing…  Hugging Face Interfaces To access models for HuggingFace, you must use the Interfaces API The API encompasses the process that LLM go through including tokenization and vectorization Interface  Hugging Face Interfaces By default, all you have to do to use the API is to just specify the type of inference you want like sentiment_analysis, ner, etc. You can change the API by giving specific models and tokenizers for the model to use (than the default values)