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I am relatively new to using Hugging Face models. I found this model and I think that it may work well with my use case which is to create a bot that can answer questions based on a pdf. I know that I need embeddings to do so. However, I am unsure of how to continue. How can I use the base model from hugging face to create an llm pipeline or is that not possible with this model?

Not sure about that; may be better to ask on the hugging face forums