2022-10-26 05:00:33 +00:00
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "3acf0069",
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"metadata": {},
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"outputs": [
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{
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2022-10-26 05:05:11 +00:00
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\n",
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"\n",
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"Justin Beiber was born in New York City on July 1, 1967. He was the son of the late John Beiber and his wife, Mary.\n",
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"\n",
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"Justin was raised in a small town in the Bronx, New York. He attended the University of New York at Buffalo, where he majored in English.\n",
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"\n",
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"Justin was a member of the New York Giants from 1967 to 1969. He was a member of the New York Giants from 1969 to 1971.\n",
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"\n",
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"Justin was a member of the New York Giants from 1971 to 1972. He was a member of the New York Giants from 1972 to 1974.\n",
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"\n",
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"Justin was a member of the New York Giants from 1974 to 1975. He was a member of the New York Giants from 1975 to 1977.\n",
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"\n",
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"Justin was a member of the New York Giants from 1977 to 1978. He was a member of the New York Giants from 1978 to 1979.\n",
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"\n",
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"Justin was a member of the New York Giants from 1979 to\n"
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2022-10-26 05:00:33 +00:00
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]
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}
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],
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"source": [
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"from langchain import Prompt, HuggingFaceHub, LLMChain\n",
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"\n",
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"template = \"\"\"Question: {question}\n",
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"\n",
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"Answer: Let's think step by step.\"\"\"\n",
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"prompt = Prompt(template=template, input_variables=[\"question\"])\n",
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"llm_chain = LLMChain(prompt=prompt, llm=HuggingFaceHub(repo_id=\"gpt2\", temperature=1e-10))\n",
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"\n",
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"question = \"What NFL team won the Super Bowl in the year Justin Beiber was born?\"\n",
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"\n",
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2022-10-26 05:05:11 +00:00
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"print(llm_chain.predict(question=question))"
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2022-10-26 05:00:33 +00:00
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "ae4559c7",
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.7.6"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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