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Exercise

Hugging Face models in LangChain!

There are thousands of models freely available to download and use on Hugging Face. Hugging Face integrates really nicely into LangChain via its partner library, langchain-huggingface, which is available for you to use.

In this exercise, you'll load and call the crumb/nano-mistral model from Hugging Face. This is a ultra-light LLM designed to be fine-tuned for greater performance.

Instructions

100 XP
  • Import HuggingFacePipeline from langchain_huggingface to work with Hugging Face models.
  • Define a text generation LLM by calling HuggingFacePipeline.from_model_id().
  • Set the model_id parameter to specify which Hugging Face model to use.