{ "cells": [ { "cell_type": "markdown", "id": "959300d4", "metadata": {}, "source": [ "# HuggingFace Hub\n", "\n", "This example showcases how to connect to the HuggingFace Hub." ] }, { "cell_type": "code", "execution_count": 3, "id": "3acf0069", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The Seattle Seahawks won the Super Bowl in 2010. Justin Beiber was born in 2010. The\n" ] } ], "source": [ "from langchain import PromptTemplate, HuggingFaceHub, LLMChain\n", "\n", "template = \"\"\"Question: {question}\n", "\n", "Answer: Let's think step by step.\"\"\"\n", "prompt = PromptTemplate(template=template, input_variables=[\"question\"])\n", "llm_chain = LLMChain(prompt=prompt, llm=HuggingFaceHub(repo_id=\"google/flan-t5-xl\", model_kwargs={\"temperature\":1e-10}))\n", "\n", "question = \"What NFL team won the Super Bowl in the year Justin Beiber was born?\"\n", "\n", "print(llm_chain.run(question))" ] }, { "cell_type": "code", "execution_count": null, "id": "ae4559c7", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.9" } }, "nbformat": 4, "nbformat_minor": 5 }